Updated on 2025/05/10

写真a

 
Kazuharu Misawa
 
Organization
School of Data Science Department of Data Science Associate Professor
Title
Associate Professor
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Degree

  • 博士(理学) ( 2000.9   東京大学 )

Research Interests

  • 関連解析

  • Association Study

  • Statistics

  • 分子進化学

  • 集団遺伝学

  • Molecular Evolution

  • Population Genetics

  • Genomics

Research Areas

  • Life Science / Genetics

  • Life Science / Biodiversity and systematics

  • Life Science / Evolutionary biology

  • Life Science / Medical biochemistry

  • Informatics / Life, health and medical informatics

Education

  • The University of Tokyo   Graduate School of Science   Department of Biological Sciences

    1995.4 - 2000.9

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    Country: Japan

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  • Kyoto University   Faculty of Science

    1991.4 - 1995.3

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    Country: Japan

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  • The University of Tokyo   The College of Arts and Sciences   Natural Sciences I

    1990.4 - 1991.3

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  • Niigata Senior High School   General Course

    1987.4 - 1990.3

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Research History

  • Yokohama City University   Graduate School of Data Science   Associate Professor

    2025.4

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    Country:Japan

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  • Yokohama City University   Graduate School of Medical Life Science   Associate Professor

    2021.7 - 2025.3

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    Country:Japan

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  • Kansai Medical University   Lecturer

    2019.2 - 2021.6

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  • Tohoku University   Tohoku Medical Megabank Organization   Assistant Professor

    2015.5 - 2019.1

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  • Riken   Advanced Center for Computing and Communication   Research Scientist

    2013.4 - 2015.4

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  • Kobe University   Graduate School of Science   Lecturer

    2011.10 - 2012.2

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  • Riken   Research Program for Computational Science   Research Scientist

    2007.11 - 2013.3

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  • Graduate School of Science, The University of Tokyo   Department of Science   Research Assistant

    2006.10 - 2007.10

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  • Chiba Industry Advancement Center   Kazusa DNA Research Center   Reseacher

    2003.4 - 2006.9

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  • Graduate School of Science, The Univesity of Tokyo   Department of Science   Research Assistant

    2002.10 - 2003.3

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  • Pennsylvania State University   The Institute of Molecular Evolutionary Genetics   Postdoctral Fellow

    2000.10 - 2002.9

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Professional Memberships

  • THE GENETICS SOCIETY OF JAPAN

    2012.7

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  • SOCIETY OF EVOLUTIONARY STUDIES, JAPAN

    2006.7

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  • Japan Transporter Research Association

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  • THE JAPAN SOCIETY OF HUMAN GENETICS

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  • American Society of Human Genetics

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Committee Memberships

  • トランスポーター研究会   理事  

    2018.9   

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    Committee type:Academic society

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  • JSPS   review committee member  

    2017.12 - 2018.11   

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    Committee type:Academic society

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Papers

  • Mosaic deletions detected by genome sequencing in two families

    Naomi Tsuchida, Yuri Uchiyama, Kohei Hamanaka, Nobuhiko Okamoto, Ayataka Fujimoto, Hideo Enoki, Eriko Koshimizu, Atsushi Fujita, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Naomichi Matsumoto

    Journal of Human Genetics   2025.6

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1038/s10038-025-01336-y

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  • Diagnostic utility of single-locus DNA methylation mark in Sotos syndrome developed by nanopore sequencing-based episignature. International journal

    Takeshi Mizuguchi, Nobuhiko Okamoto, Taiki Hara, Naoto Nishimura, Masamune Sakamoto, Li Fu, Yuri Uchiyama, Naomi Tsuchida, Kohei Hamanaka, Eriko Koshimizu, Atsushi Fujita, Kazuharu Misawa, Kazuhiko Nakabayashi, Satoko Miyatake, Naomichi Matsumoto

    Clinical epigenetics   17 ( 1 )   27 - 27   2025.2

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    Language:English   Publishing type:Research paper (scientific journal)  

    BACKGROUND: In various neurodevelopmental disorders (NDDs), sets of differential methylation marks (referred to as DNA methylation signatures or episignatures) are syndrome-specific and useful in evaluating the pathogenicity of detected genetic variants. These signatures have generally been tested using methylation arrays, requiring additional experimental and evaluation costs. As an alternative, long-read sequencing can simultaneously and accurately evaluate genetic and epigenetic changes. In addition, genome-wide DNA methylation profiling with more complete sets of CpG using long-read sequencing (than methylation arrays) may provide alternative but more comprehensive DNA methylation signatures, which have yet to be adequately investigated. METHODS: Nine and seven cases of molecularly diagnosed Sotos syndrome and ATR-X syndrome, respectively, were sequenced using nanopore long-read sequencing, together with 22 controls. Genome-wide differential DNA methylation analysis was performed. Among these differential DNA methylation sites, a single-locus DNA methylation mark at part of the NSD1 CpG island (CpGi) was subsequently studied in an additional 22 cases with a NSD1 point mutation or a 5q35 submicroscopic deletion involving NSD1. To investigate the potential utility of a single-locus DNA methylation test at NSD1 CpGi for differential diagnosis, nine cases with NSD1-negative clinically overlapping overgrowth intellectual disability syndromes (OGIDs) were also tested. RESULTS: Long-read sequencing enabled the successful extraction of two sets of differential methylation marks unique to each of Sotos syndrome and ATR-X syndrome, referred to as long-read-based DNA methylation signatures (LR-DNAm signatures), as alternatives to reported DNA methylation signatures (obtained by methylation array). Additionally, we found that a part, but not all, of the NSD1 CpGi were hypomethylated compared with the level in controls in both cases harboring NSD1 point mutations and those with a 5q35 submicroscopic deletion. This difference in methylation is specific to Sotos syndrome and lacking in other OGIDs. CONCLUSIONS: Simultaneous evaluation of genetic and epigenetic alterations using long-read sequencing may improve the discovery of DNA methylation signatures, which may in turn increase the diagnostic yields. As an example of the outcomes of these analyses, we propose that a single-locus DNA methylation test at NSD1 CpGi may streamline the molecular diagnosis of Sotos syndrome, regardless of the type of NSD1 aberration.

    DOI: 10.1186/s13148-025-01832-0

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  • 術後悪心・嘔吐を研究する:その歴史と現在地

    Kazuharu Misawa

    臨床麻酔   2025.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

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  • Hemizygous SMARCA1 variants cause X-linked intellectual disability

    Kazuharu Misawa

    Journal of Human Genetics   2025

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  • Complete nanopore repeat sequencing of SCA27B (GAA-<i>FGF14</i> ataxia) in Japanese. Reviewed

    Satoko Miyatake, Hiroshi Doi, Hiroaki Yaguchi, Koshimizu E, Kihara N, Tomoyasu Matsubara, Mori Y, Kunieda K, Shimizu Y, Toyota T, Shinichi Shirai, Masaaki Matsushima, Okubo M, Wada T, Kunii M, Ken Johkura, Ryosuke Miyamoto, Yusuke Osaki, Miyama T, Satoh M, Fujita A, Uchiyama Y, Naomi Tsuchida, Misawa K, Hamanaka K, Hamanoue H, Takeshi Mizuguchi, Hiroyuki Morino, Izumi Y, Takayoshi Shimohata, Yoshida K, Hiroaki Adachi, Fumiaki Tanaka, Ichiro Yabe, Matsumoto N

    Journal of neurology, neurosurgery, and psychiatry   2024.11

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    <h4>Background</h4>Although pure GAA expansion is considered pathogenic in SCA27B, non-GAA repeat motif is mostly mixed into longer repeat sequences. This study aimed to unravel the complete sequencing of <i>FGF14</i> repeat expansion to elucidate its repeat motifs and pathogenicity.<h4>Methods</h4>We screened <i>FGF14</i> repeat expansion in a Japanese cohort of 460 molecularly undiagnosed adult-onset cerebellar ataxia patients and 1022 controls, together with 92 non-Japanese controls, and performed nanopore sequencing of <i>FGF14</i> repeat expansion.<h4>Results</h4>In the Japanese population, the GCA motif was predominantly observed as the non-GAA motif, whereas the GGA motif was frequently detected in non-Japanese controls. The 5'-common flanking variant was observed in all Japanese GAA repeat alleles within normal length, demonstrating its meiotic stability against repeat expansion. In both patients and controls, pure GAA repeat was up to 400 units in length, whereas non-pathogenic GAA-GCA repeat was larger, up to 900 units, but they evolved from different haplotypes, as rs534066520, located just upstream of the repeat sequence, completely discriminated them. Both (GAA)<sub>≥250</sub> and (GAA)<sub>≥200</sub> were enriched in patients, whereas (GAA-GCA)<sub>≥200</sub> was similarly observed in patients and controls, suggesting the pathogenic threshold of (GAA)<sub>≥200</sub> for cerebellar ataxia. We identified 14 patients with SCA27B (3.0%), but their single-nucleotide polymorphism genotype indicated different founder alleles between Japanese and Caucasians. The low prevalence of SCA27B in Japanese may be due to the lower allele frequency of (GAA)<sub>≥250</sub> in the Japanese population than in Caucasians (0.15% vs 0.32%-1.26%).<h4>Conclusions</h4><i>FGF14</i> repeat expansion has unique features of pathogenicity and allelic origin, as revealed by a single ethnic study.

    DOI: 10.1136/jnnp-2024-333541

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  • Biallelic missense CEP55 variants cause prenatal MARCH syndrome. International journal

    Li Fu, Yuka Yamamoto, Rie Seyama, Nana Matsuzawa, Mariko Nagaoka, Takashi Yao, Keisuke Hamada, Kazuhiro Ogata, Toshifumi Suzuki, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Atsushi Fujita, Atsuo Itakura, Naomichi Matsumoto

    Journal of human genetics   2024.10

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    CEP55 encodes centrosomal protein 55 kDa, which plays a crucial role in mitosis, particularly cytokinesis. Biallelic CEP55 variants cause MARCH syndrome (multinucleated neurons, anhydramnios, renal dysplasia, cerebellar hypoplasia and hydranencephaly). Here, we describe a Japanese family with two affected siblings harboring novel compound heterozygous CEP55 variants, NM_001127182: c.[1357 C > T];[1358 G > A] p.[(Arg453Cys)];[(Arg453His)]. Both presented clinically with typical lethal MARCH syndrome. Although a combination of missense and nonsense variants has been reported previously, this is the first report of biallelic missense CEP55 variants. These variants biallelically affected the same amino acid, Arg453, in the last 40 amino acids of CEP55. These residues are functionally important for CEP55 localization to the midbody during cell division, and may be associated with severe clinical outcomes. More cases of pathogenic CEP55 variants are needed to establish the genotype-phenotype correlation.

    DOI: 10.1038/s10038-024-01298-7

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  • Uric Acid Transporter Gene SLC22A12 is a Chimera of Multiple Ancestral Genes

    Kazuharu Misawa

    2024.9

  • Complex chromosomal 6q rearrangements revealed by combined long-molecule genomics technologies. International journal

    Sachiko Ohori, Hironao Numabe, Satomi Mitsuhashi, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Kohei Hamanaka, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Atsushi Fujita, Naomichi Matsumoto

    Genomics   116 ( 5 )   110894 - 110894   2024.7

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    Technologies for detecting structural variation (SV) have advanced with the advent of long-read sequencing, which enables the validation of SV at a nucleotide level. Optical genome mapping (OGM), a technology based on physical mapping, can also provide comprehensive SVs analysis. We applied long-read whole genome sequencing (LRWGS) to accurately reconstruct breakpoint (BP) segments in a patient with complex chromosome 6q rearrangements that remained elusive by conventional karyotyping. Although all BPs were precisely identified by LRWGS, there were two possible ways to construct the BP segments in terms of their orders and orientations. Thus, we also used OGM analysis. Notably, OGM recognized entire inversions exceeding 500 kb in size, which LRWGS could not characterize. Consequently, here we successfully unveil the full genomic structure of this complex chromosomal 6q rearrangement and cryptic SVs through combined long-molecule genomic analyses, showcasing how LRWGS and OGM can complement each other in SV analysis.

    DOI: 10.1016/j.ygeno.2024.110894

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  • Novel missense variants cause intermediate phenotypes in the phenotypic spectrum of SLC5A6-related disorders. Reviewed International journal

    Yasuhiro Utsuno, Keisuke Hamada, Kohei Hamanaka, Keita Miyoshi, Keiji Tsuchimoto, Satoshi Sunada, Toshiyuki Itai, Masamune Sakamoto, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Atsushi Fujita, Satoko Miyatake, Kazuharu Misawa, Takeshi Mizuguchi, Yasuhito Kato, Kuniaki Saito, Kazuhiro Ogata, Naomichi Matsumoto

    Journal of Human Genetics   69 ( 2 )   69 - 77   2024.2

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    SLC5A6 encodes the sodium-dependent multivitamin transporter, a transmembrane protein that uptakes biotin, pantothenic acid, and lipoic acid. Biallelic SLC5A6 variants cause sodium-dependent multivitamin transporter deficiency (SMVTD) and childhood-onset biotin-responsive peripheral motor neuropathy (COMNB), which both respond well to replacement therapy with the above three nutrients. SMVTD usually presents with various symptoms in multiple organs, such as gastrointestinal hemorrhage, brain atrophy, and global developmental delay, at birth or in infancy. Without nutrient replacement therapy, SMVTD can be lethal in early childhood. COMNB is clinically milder and has a later onset than SMVTD, at approximately 10 years of age. COMNB symptoms are mostly limited to peripheral motor neuropathy. Here we report three patients from one Japanese family harboring novel compound heterozygous missense variants in SLC5A6, namely NM_021095.4:c.[221C>T];[642G>C] p.[(Ser74Phe)];[(Gln214His)]. Both variants were predicted to be deleterious through multiple lines of evidence, including amino acid conservation, in silico predictions of pathogenicity, and protein structure considerations. Drosophila analysis also showed c.221C>T to be pathogenic. All three patients had congenital brain cysts on neonatal cranial imaging, but no other morphological abnormalities. They also had a mild motor developmental delay that almost completely resolved despite no treatment. In terms of severity, their phenotypes were intermediate between SMVTD and COMNB. From these findings we propose a new SLC5A6-related disorder, spontaneously remitting developmental delay with brain cysts (SRDDBC) whose phenotypic severity is between that of SMVTD and COMNB. Further clinical and genetic evidence is needed to support our suggestion.

    DOI: 10.1038/s10038-023-01206-5

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  • Novel compound heterozygous ABCA2 variants cause IDPOGSA, a variable phenotypic syndrome with intellectual disability. Reviewed International journal

    Yuta Inoue, Naomi Tsuchida, Chong Ae Kim, Bruno de Oliveira Stephan, Matheus Augusto Araujo Castro, Rachel Sayuri Honjo, Debora Romeo Bertola, Yuri Uchiyama, Kohei Hamanaka, Atsushi Fujita, Eriko Koshimizu, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Naomichi Matsumoto

    Journal of Human Genetics   69 ( 69, pages163–167 )   163 - 167   2024.1

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    The gene for ATP binding cassette subfamily A member 2 (ABCA2) is located at chromosome 9q34.3. Biallelic ABCA2 variants lead to intellectual developmental disorder with poor growth and with or without seizures or ataxia (IDPOGSA). In this study, we identified novel compound heterozygous ABCA2 variants (NM_001606.5:c.[5300-17C>A];[6379C>T]) by whole exome sequencing in a 28-year-old Korean female patient with intellectual disability. These variants included intronic and nonsense variants of paternal and maternal origin, respectively, and are absent from gnomAD. SpliceAI predicted that the intron variant creates a cryptic acceptor site. Reverse transcription-PCR using RNA extracted from a lymphoblastoid cell line of the patient confirmed two aberrant transcripts. Her clinical features are compatible with those of IDPOGSA.

    DOI: 10.1038/s10038-024-01219-8

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  • Detection of hidden intronic DDC variant in aromatic L-amino acid decarboxylase deficiency by adaptive sampling Reviewed

    Eriko Koshimizu, Mitsuhiro Kato, Kazuharu Misawa, Yuri Uchiyama, Naomi Tsuchida, Kohei Hamanaka, Atsushi Fujita, Takeshi Mizuguchi, Satoko Miyatake, Naomichi Matsumoto

    Journal of Human Genetics   69 ( 3-4 )   153 - 157   2024.1

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1038/s10038-023-01217-2

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    Other Link: https://www.nature.com/articles/s10038-023-01217-2

  • A simple method for estimating time-irreversible nucleotide substitution rates in the SARS-CoV-2 genome Reviewed

    Kazuharu Misawa, Ryo Ootsuki

    NAR Genomics and Bioinformatics   6 ( 1 )   lqae009   2024.1

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (scientific journal)   Publisher:Oxford University Press (OUP)  

    Abstract

    SARS-CoV-2 is the cause of the current worldwide pandemic of severe acute respiratory syndrome. The change of nucleotide composition of the SARS-CoV-2 genome is crucial for understanding the spread and transmission dynamics of the virus because viral nucleotide sequences are essential in identifying viral strains. Recent studies have shown that cytosine (C) to uracil (U) substitutions are overrepresented in SARS-CoV-2 genome sequences. These asymmetric substitutions between C and U indicate that traditional time-reversible substitution models cannot be applied to the evolution of SARS-CoV-2 sequences. Thus, we develop a new time-irreversible model of nucleotide substitutions to estimate the substitution rates in SARS-CoV-2 genomes. We investigated the number of nucleotide substitutions among the 7862 genomic sequences of SARS-CoV-2 registered in the Global Initiative on Sharing All Influenza Data (GISAID) that have been sampled from all over the world. Using the new method, the substitution rates in SARS-CoV-2 genomes were estimated. The C-to-U substitution rates of SARS-CoV-2 were estimated to be 1.95 × 10−3 ± 4.88 × 10−4 per site per year, compared with 1.48 × 10−4 ± 7.42 × 10−5 per site per year for all other types of substitutions.

    DOI: 10.1093/nargab/lqae009

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  • A heterozygous germline deletion within USP8 causes severe neurodevelopmental delay with multiorgan abnormalities Reviewed

    Masamune Sakamoto, Kenji Kurosawa, Koji Tanoue, Kazuhiro Iwama, Fumihiko Ishida, Yoshihiro Watanabe, Nobuhiko Okamoto, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Atsushi Fujita, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Naomichi Matsumoto

    Journal of Human Genetics   69   85 - 90   2023.11

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    DOI: 10.1038/s10038-023-01209-2

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  • AAV-mediated editing of PMP22 rescues Charcot-Marie-Tooth disease type 1A features in patient-derived iPS Schwann cells. Reviewed International journal

    Yuki Yoshioka, Juliana Bosso Taniguchi, Hidenori Homma, Takuya Tamura, Kyota Fujita, Maiko Inotsume, Kazuhiko Tagawa, Kazuharu Misawa, Naomichi Matsumoto, Masanori Nakagawa, Haruhisa Inoue, Hikari Tanaka, Hitoshi Okazawa

    Communications medicine   3 ( 1 )   170 - 170   2023.11

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    BACKGROUND: Charcot-Marie-Tooth disease type 1A (CMT1A) is one of the most common hereditary peripheral neuropathies caused by duplication of 1.5 Mb genome region including PMP22 gene. We aimed to correct the duplication in human CMT1A patient-derived iPS cells (CMT1A-iPSCs) by genome editing and intended to analyze the effect on Schwann cells differentiated from CMT1A-iPSCs. METHODS: We designed multiple gRNAs targeting a unique sequence present at two sites that sandwich only a single copy of duplicated peripheral myelin protein 22 (PMP22) genes, and selected one of them (gRNA3) from screening their efficiencies by T7E1 mismatch detection assay. AAV2-hSaCas9-gRNAedit was generated by subcloning gRNA3 into pX601-AAV-CMV plasmid, and the genome editing AAV vector was infected to CMT1A-iPSCs or CMT1A-iPSC-derived Schwann cell precursors. The effect of the genome editing AAV vector on myelination was evaluated by co-immunostaining of myelin basic protein (MBP), a marker of mature myelin, and microtubule-associated protein  2(MAP2), a marker of neurites or by electron microscopy. RESULTS: Here we show that infection of CMT1A-iPS cells (iPSCs) with AAV2-hSaCas9-gRNAedit expressing both hSaCas9 and gRNA targeting the tandem repeat sequence decreased PMP22 gene duplication by 20-40%. Infection of CMT1A-iPSC-derived Schwann cell precursors with AAV2-hSaCas9-gRNAedit normalized PMP22 mRNA and PMP22 protein expression levels, and also ameliorated increased apoptosis and impaired myelination in CMT1A-iPSC-derived Schwann cells. CONCLUSIONS: In vivo transfer of AAV2-hSaCas9-gRNAedit to peripheral nerves could be a potential therapeutic modality for CMT1A patient after careful examinations of toxicity including off-target mutations.

    DOI: 10.1038/s43856-023-00400-y

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  • Complete SAMD12 repeat expansion sequencing in a four-generation BAFME1 family with anticipation. Reviewed International journal

    Takeshi Mizuguchi, Tomoko Toyota, Eriko Koshimizu, Shinichi Kameyama, Hiromi Fukuda, Naomi Tsuchida, Yuri Uchiyama, Kohei Hamanaka, Atsushi Fujita, Kazuharu Misawa, Satoko Miyatake, Hiroaki Adachi, Naomichi Matsumoto

    Journal of Human Genetics   68 ( 12 )   875 - 878   2023.8

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    Benign adult familial myoclonic epilepsy type 1 (BAFME1) is an autosomal dominant, adult-onset neurological disease caused by SAMD12 repeat expansion. In BAFME1, anticipation, such as the earlier onset of tremor and/or seizures in the next generation, was reported. This could be explained by intergenerational repeat instability, leading to larger expansions in successive generations. We report a four-generation BAFME1-affected family with anticipation. Using Nanopore long-read sequencing, detailed information regarding the sizes, configurations, and compositions of the expanded SAMD12 repeats across generations was obtained. Unexpectedly, a grandmother-mother-daughter triad showed similar repeat structures but with slight repeat expansions, despite quite variable age of onset of seizures (range: 52-14 years old), implying a complex relationship between the SAMD12 repeat expansion sequence and anticipation. This study suggests that different factor(s) from repeat expansion could modify the anticipation in BAFME1.

    DOI: 10.1038/s10038-023-01187-5

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  • Biallelic structural variations withinFGF12detected by long-read sequencing in epilepsy Reviewed

    Sachiko Ohori, Akihiko Miyauchi, Hitoshi Osaka, Charles Marques Lourenco, Naohiro Arakaki, Toru Sengoku, Kazuhiro Ogata, Rachel Sayuri Honjo, Chong Ae Kim, Satomi Mitsuhashi, Martin C Frith, Rie Seyama, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Kohei Hamanaka, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Kuniaki Saito, Atsushi Fujita, Naomichi Matsumoto

    Life Science Alliance   6 ( 8 )   e202302025 - e202302025   2023.8

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    Publishing type:Research paper (scientific journal)   Publisher:Life Science Alliance, LLC  

    We discovered biallelic intragenic structural variations (SVs) inFGF12by applying long-read whole genome sequencing to an exome-negative patient with developmental and epileptic encephalopathy (DEE). We also found another DEE patient carrying a biallelic (homozygous) single-nucleotide variant (SNV) inFGF12that was detected by exome sequencing.FGF12heterozygous recurrent missense variants with gain-of-function or heterozygous entire duplication ofFGF12are known causes of epilepsy, but biallelic SNVs/SVs have never been described.FGF12encodes intracellular proteins interacting with the C-terminal domain of the alpha subunit of voltage-gated sodium channels 1.2, 1.5, and 1.6, promoting excitability by delaying fast inactivation of the channels. To validate the molecular pathomechanisms of these biallelicFGF12SVs/SNV, highly sensitive gene expression analyses using lymphoblastoid cells from the patient with biallelic SVs, structural considerations, andDrosophilain vivo functional analysis of the SNV were performed, confirming loss-of-function. Our study highlights the importance of small SVs in Mendelian disorders, which may be overlooked by exome sequencing but can be detected efficiently by long-read whole genome sequencing, providing new insights into the pathomechanisms of human diseases.

    DOI: 10.26508/lsa.202302025

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  • A missense variant at the RAC1-PAK1 binding site of RAC1 inactivates downstream signaling in VACTERL association. Reviewed International journal

    Rie Seyama, Masashi Nishikawa, Yuri Uchiyama, Keisuke Hamada, Yuka Yamamoto, Masahiro Takeda, Takanori Ochi, Monami Kishi, Toshifumi Suzuki, Kohei Hamanaka, Atsushi Fujita, Naomi Tsuchida, Eriko Koshimizu, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Shintaro Makino, Takashi Yao, Hidenori Ito, Atsuo Itakura, Kazuhiro Ogata, Koh-Ichi Nagata, Naomichi Matsumoto

    Scientific Reports   13 ( 1 )   9789 - 9789   2023.6

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    RAC1 at 7p22.1 encodes a RAC family small GTPase that regulates actin cytoskeleton organization and intracellular signaling pathways. Pathogenic RAC1 variants result in developmental delay and multiple anomalies. Here, exome sequencing identified a rare de novo RAC1 variant [NM_018890.4:c.118T > C p.(Tyr40His)] in a male patient. Fetal ultrasonography indicated the patient to have multiple anomalies, including persistent left superior vena cava, total anomalous pulmonary venous return, esophageal atresia, scoliosis, and right-hand polydactyly. After birth, craniofacial dysmorphism and esophagobronchial fistula were confirmed and VACTERL association was suspected. One day after birth, the patient died of respiratory failure caused by tracheal aplasia type III. The molecular mechanisms of pathogenic RAC1 variants remain largely unclear; therefore, we biochemically examined the pathophysiological significance of RAC1-p.Tyr40His by focusing on the best characterized downstream effector of RAC1, PAK1, which activates Hedgehog signaling. RAC1-p.Tyr40His interacted minimally with PAK1, and did not enable PAK1 activation. Variants in the RAC1 Switch II region consistently activate downstream signals, whereas the p.Tyr40His variant at the RAC1-PAK1 binding site and adjacent to the Switch I region may deactivate the signals. It is important to accumulate data from individuals with different RAC1 variants to gain a full understanding of their varied clinical presentations.

    DOI: 10.1038/s41598-023-36381-0

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  • Long-read sequencing revealing intragenic deletions in exome-negative spastic paraplegias. Reviewed International journal

    Hiromi Fukuda, Takeshi Mizuguchi, Hiroshi Doi, Shinichi Kameyama, Misako Kunii, Hideto Joki, Tatsuya Takahashi, Hiroyasu Komiya, Mei Sasaki, Yosuke Miyaji, Sachiko Ohori, Eriko Koshimizu, Yuri Uchiyama, Naomi Tsuchida, Atsushi Fujita, Kohei Hamanaka, Kazuharu Misawa, Satoko Miyatake, Fumiaki Tanaka, Naomichi Matsumoto

    Journal of Human Genetics   68 ( 10 )   689 - 697   2023.6

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    Hereditary spastic paraplegias (HSPs) are a heterogeneous group of neurodegenerative disorders characterized by progressive spasticity and weakness in the lower extremities. To date, a total of 88 types of SPG are known. To diagnose HSP, multiple technologies, including microarray, direct sequencing, multiplex ligation-dependent probe amplification, and short-read next-generation sequencing, are often chosen based on the frequency of HSP subtypes. Exome sequencing (ES) is commonly used. We used ES to analyze ten cases of HSP from eight families. We identified pathogenic variants in three cases (from three different families); however, we were unable to determine the cause of the other seven cases using ES. We therefore applied long-read sequencing to the seven undetermined HSP cases (from five families). We detected intragenic deletions within the SPAST gene in four families, and a deletion within PSEN1 in the remaining family. The size of the deletion ranged from 4.7 to 12.5 kb and involved 1-7 exons. All deletions were entirely included in one long read. We retrospectively performed an ES-based copy number variation analysis focusing on pathogenic deletions, but were not able to accurately detect these deletions. This study demonstrated the efficiency of long-read sequencing in detecting intragenic pathogenic deletions in ES-negative HSP patients.

    DOI: 10.1038/s10038-023-01170-0

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  • Genome-wide identification of tandem repeats associated with splicing variation across 49 tissues in humans. International journal

    Kohei Hamanaka, Daisuke Yamauchi, Eriko Koshimizu, Kei Watase, Kaoru Mogushi, Kinya Ishikawa, Hidehiro Mizusawa, Naomi Tsuchida, Yuri Uchiyama, Atsushi Fujita, Kazuharu Misawa, Takeshi Mizuguchi, Satoko Miyatake, Naomichi Matsumoto

    Genome research   33 ( 3 )   435 - 447   2023.3

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    Tandem repeats (TRs) are one of the largest sources of polymorphism, and their length is associated with gene regulation. Although previous studies reported several tandem repeats regulating gene splicing in cis (spl-TRs), no large-scale study has been conducted. In this study, we established a genome-wide catalog of 9537 spl-TRs with a total of 58,290 significant TR-splicing associations across 49 tissues (false discovery rate 5%) by using Genotype-Tissue expression (GTex) Project data. Regression models explaining splicing variation by using spl-TRs and other flanking variants suggest that at least some of the spl-TRs directly modulate splicing. In our catalog, two spl-TRs are known loci for repeat expansion diseases, spinocerebellar ataxia 6 (SCA6) and 12 (SCA12). Splicing alterations by these spl-TRs were compatible with those observed in SCA6 and SCA12. Thus, our comprehensive spl-TR catalog may help elucidate the pathomechanism of genetic diseases.

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  • A novel NONO variant that causes developmental delay and cardiac phenotypes Reviewed

    Toshiyuki Itai, Atsushi Sugie, Yohei Nitta, Ryuto Maki, Takashi Suzuki, Yoichi Shinkai, Yoshihiro Watanabe, Yusuke Nakano, Kazushi Ichikawa, Nobuhiko Okamoto, Yasuhiro Utsuno, Eriko Koshimizu, Atsushi Fujita, Kohei Hamanaka, Yuri Uchiyama, Naomi Tsuchida, Noriko Miyake, Kazuharu Misawa, Takeshi Mizuguchi, Satoko Miyatake, Naomichi Matsumoto

    Scientific Reports   13 ( 1 )   975   2023.1

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    Abstract

    The Drosophila behavior/human splicing protein family is involved in numerous steps of gene regulation. In humans, this family consists of three proteins: SFPQ, PSPC1, and NONO. Hemizygous loss-of-function (LoF) variants in NONO cause a developmental delay with several complications (e.g., distinctive facial features, cardiac symptoms, and skeletal symptoms) in an X-linked recessive manner. Most of the reported variants have been LoF variants, and two missense variants have been reported as likely deleterious but with no functional validation. We report three individuals from two families harboring an identical missense variant that is located in the nuclear localization signal, NONO: NM_001145408.2:c.1375C &gt; G p.(Pro459Ala). All of them were male and the variant was inherited from their asymptomatic mothers. Individual 1 was diagnosed with developmental delay and cardiac phenotypes (ventricular tachycardia and dilated cardiomyopathy), which overlapped with the features of reported individuals having NONO LoF variants. Individuals 2 and 3 were monozygotic twins. Unlike in Individual 1, developmental delay with autistic features was the only symptom found in them. A fly experiment and cell localization experiment showed that the NONO variant impaired its proper intranuclear localization, leading to mild LoF. Our findings suggest that deleterious NONO missense variants should be taken into consideration when whole-exome sequencing is performed on male individuals with developmental delay with or without cardiac symptoms.

    DOI: 10.1038/s41598-023-27770-6

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  • Distal arthrogryposis in a girl arising from a novel TNNI2 variant inherited from paternal somatic mosaicism. International journal

    Rie Seyama, Yuri Uchiyama, Yosuke Kaneshi, Kohei Hamanaka, Atsushi Fujita, Naomi Tsuchida, Eriko Koshimizu, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Shintaro Makino, Atsuo Itakura, Nobuhiko Okamoto, Naomichi Matsumoto

    Journal of Human Genetics   68 ( 5 )   363 - 367   2023.1

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    TNNI2 at 11p15.5 encodes troponin I2, fast skeletal type, which is a member of the troponin I gene family and a component of the troponin complex. Distal arthrogryposis (DA) is characterized by congenital limb contractures without primary neurological or muscular effects. DA is inherited in an autosomal dominant fashion and is clinically and genetically heterogeneous. Exome sequencing identified a causative variant in TNNI2 [NM_003282.4:c.532T>C p.(Phe178Leu)] in a Japanese girl with typical DA2b. Interestingly, the familial study using Sanger sequencing suggested a mosaic variant in her healthy father. Subsequent targeted amplicon-based deep sequencing detected the TNNI2 variant with variant allele frequencies of 9.4-17.7% in genomic DNA derived from peripheral blood leukocytes, saliva, hair, and nails in the father. We confirmed a disease-causing variant in TNNI2 in the proband inherited from her asymptomatic father with its somatic variant. Our case demonstrates that careful clinical and genetic evaluation is required in DA.

    DOI: 10.1038/s10038-022-01117-x

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  • A novel homozygous CHMP1A variant arising from segmental uniparental disomy causes pontocerebellar hypoplasia type 8. Reviewed International journal

    Masamune Sakamoto, Toshihide Shiiki, Shuji Matsui, Nobuhiko Okamoto, Eriko Koshimizu, Naomi Tsuchida, Yuri Uchiyama, Kohei Hamanaka, Atsushi Fujita, Satoko Miyatake, Kazuharu Misawa, Takeshi Mizuguchi, Naomichi Matsumoto

    Journal of Human Genetics   68 ( 4 )   247 - 253   2022.12

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    Pontocerebellar hypoplasia (PCH) is currently classified into 16 subgroups. Using mostly next-generation sequencing, pathogenic variants have been identified in as many as 24 PCH-associated genes. PCH type 8 (PCH8) is a rare heterogeneous disorder. Its clinical presentation includes severe development delay, increased muscle tone, microcephaly, and magnetic resonance imaging (MRI) abnormalities such as reduced cerebral white matter, a thin corpus callosum, and brainstem and cerebellar hypoplasia. To date, only two variants in the CHMP1A gene (MIM: 164010), NM_002768.5: c.88 C > T (p.Glu30*) and c.28-13 G > A, have been identified homozygously in seven patients with PCH8 from four families (MIM: 614961). CHMP1A is a subunit of the endosomal sorting complex required for transport III (ESCRT-III), which regulates the formation and release of extracellular vesicles. Biallelic CHMP1A loss of function impairs the ESCRT-III-mediated release of extracellular vesicles, which causes impaired progenitor proliferation in the developing brain. Herein, we report a patient with PCH8 who had a homozygous CHMP1A variant, c.122delA (p.Asn41Metfs*2), which arose from segmental uniparental disomy. Although our patient had similar MRI findings to those of previously reported patients, with no progression, we report some novel neurological and developmental findings that expand our knowledge of the clinical consequences associated with CHMP1A variants.

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  • Genetic and clinical landscape of childhood cerebellar hypoplasia and atrophy. International journal

    Masamune Sakamoto, Kazuhiro Iwama, Masayuki Sasaki, Akihiko Ishiyama, Hirofumi Komaki, Takashi Saito, Eri Takeshita, Yuko Shimizu-Motohashi, Kazuhiro Haginoya, Tomoko Kobayashi, Tomohide Goto, Yu Tsuyusaki, Mizue Iai, Kenji Kurosawa, Hitoshi Osaka, Jun Tohyama, Yu Kobayashi, Nobuhiko Okamoto, Yume Suzuki, Satoko Kumada, Kenji Inoue, Hideaki Mashimo, Atsuko Arisaka, Ichiro Kuki, Harumi Saijo, Kenji Yokochi, Mitsuhiro Kato, Yuji Inaba, Yuko Gomi, Shinji Saitoh, Kentaro Shirai, Masafumi Morimoto, Yuishin Izumi, Yoriko Watanabe, Shin-Ichiro Nagamitsu, Yasunari Sakai, Shinobu Fukumura, Kazuhiro Muramatsu, Tomomi Ogata, Keitaro Yamada, Keiko Ishigaki, Kyoko Hirasawa, Konomi Shimoda, Manami Akasaka, Kosuke Kohashi, Takafumi Sakakibara, Masashi Ikuno, Noriko Sugino, Takahiro Yonekawa, Semra Gürsoy, Tayfun Cinleti, Chong Ae Kim, Keng Wee Teik, Chan Mei Yan, Muzhirah Haniffa, Chihiro Ohba, Shuuichi Ito, Hirotomo Saitsu, Ken Saida, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Atsushi Fujita, Kohei Hamanaka, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Noriko Miyake, Naomichi Matsumoto

    Genetics in medicine   24 ( 12 )   2453 - 2463   2022.10

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    PURPOSE: Cerebellar hypoplasia and atrophy (CBHA) in children is an extremely heterogeneous group of disorders, but few comprehensive genetic studies have been reported. Comprehensive genetic analysis of CBHA patients may help differentiating atrophy and hypoplasia and potentially improve their prognostic aspects. METHODS: Patients with CBHA in 176 families were genetically examined using exome sequencing. Patients with disease-causing variants were clinically evaluated. RESULTS: Disease-causing variants were identified in 96 of the 176 families (54.5%). After excluding 6 families, 48 patients from 42 families were categorized as having syndromic associations with CBHA, whereas the remaining 51 patients from 48 families had isolated CBHA. In 51 patients, 26 aberrant genes were identified, of which, 20 (76.9%) caused disease in 1 family each. The most prevalent genes were CACNA1A, ITPR1, and KIF1A. Of the 26 aberrant genes, 21 and 1 were functionally annotated to atrophy and hypoplasia, respectively. CBHA+S was more clinically severe than CBHA-S. Notably, ARG1 and FOLR1 variants were identified in 2 families, leading to medical treatments. CONCLUSION: A wide genetic and clinical diversity of CBHA was revealed through exome sequencing in this cohort, which highlights the importance of comprehensive genetic analyses. Furthermore, molecular-based treatment was available for 2 families.

    DOI: 10.1016/j.gim.2022.08.007

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  • Rapid and comprehensive diagnostic method for repeat expansion diseases using nanopore sequencing. International journal

    Satoko Miyatake, Eriko Koshimizu, Atsushi Fujita, Hiroshi Doi, Masaki Okubo, Taishi Wada, Kohei Hamanaka, Naohisa Ueda, Hitaru Kishida, Gaku Minase, Atsuhiro Matsuno, Minori Kodaira, Katsuhisa Ogata, Rumiko Kato, Atsuhiko Sugiyama, Ayako Sasaki, Takabumi Miyama, Mai Satoh, Yuri Uchiyama, Naomi Tsuchida, Haruka Hamanoue, Kazuharu Misawa, Kiyoshi Hayasaka, Yoshiki Sekijima, Hiroaki Adachi, Kunihiro Yoshida, Fumiaki Tanaka, Takeshi Mizuguchi, Naomichi Matsumoto

    NPJ genomic medicine   7 ( 1 )   62 - 62   2022.10

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    We developed a diagnostic method for repeat expansion diseases using a long-read sequencer to improve currently available, low throughput diagnostic methods. We employed the real-time target enrichment system of the nanopore GridION sequencer using the adaptive sampling option, in which software-based target assignment is available without prior sample enrichment, and built an analysis pipeline that prioritized the disease-causing loci. Twenty-two patients with various neurological and neuromuscular diseases, including 12 with genetically diagnosed repeat expansion diseases and 10 manifesting cerebellar ataxia, but without genetic diagnosis, were analyzed. We first sequenced the 12 molecularly diagnosed patients and accurately confirmed expanded repeats in all with uniform depth of coverage across the loci. Next, we applied our method and a conventional method to 10 molecularly undiagnosed patients. Our method corrected inaccurate diagnoses of two patients by the conventional method. Our method is superior to conventional diagnostic methods in terms of speed, accuracy, and comprehensiveness.

    DOI: 10.1038/s41525-022-00331-y

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  • Genotype value decomposition: Simple methods for the computation of kernel statistics

    Kazuharu Misawa

    Advanced Genetics   2100066 - 2100066   2022.9

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    <jats:title>Abstract</jats:title><jats:p>Recent advances in sequencing technologies enable genome‐wide analyses for thousands of individuals. The sequential kernel association test (SKAT) is a widely used method to test for associations between a phenotype and a set of rare variants. As the sample size of human genetics studies increases, the computational time required to calculate a kernel is becoming more and more problematic. In this study, a new method to obtain kernel statistics without calculating a kernel matrix is proposed. A simple method for the computation of two kernel statistics, namely, a kernel statistic based on a genetic relationship matrix (GRM) and one based on an identity by state (IBS) matrix, are proposed. By using this method, calculation of the kernel statistics can be conducted using vector calculation without matrix calculation. The proposed method enables one to conduct SKAT for large samples of human genetics.</jats:p>

    DOI: 10.1002/ggn2.202100066

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  • Patients with biallelic GGC repeat expansions in NOTCH2NLC exhibiting a typical neuronal intranuclear inclusion disease phenotype. International journal

    Shinichi Kameyama, Takeshi Mizuguchi, Hiroshi Doi, Shigeru Koyano, Masaki Okubo, Mikiko Tada, Hiroshi Shimizu, Hiromi Fukuda, Naomi Tsuchida, Yuri Uchiyama, Eriko Koshimizu, Kohei Hamanaka, Atsushi Fujita, Kazuharu Misawa, Satoko Miyatake, Kazuaki Kanai, Fumiaki Tanaka, Naomichi Matsumoto

    Genomics   114 ( 5 )   110469 - 110469   2022.8

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    We report two patients with autosomal dominant neuronal intranuclear inclusion disease (NIID) harboring the biallelic GGC repeat expansion in NOTCH2NLC to uncover the impact of repeat expansion zygosity on the clinical phenotype. The zygosity of the entire NOTCH2NLC GGC repeat expansion and DNA methylation were comprehensively evaluated using fluorescent amplicon length PCR (AL-PCR), Southern blotting and targeted long-read sequencing, and detailed genetic/epigenetic and clinical features were described. In AL-PCR, we could not recognize the wild-type allele in both patients. Targeted long-read sequencing revealed that one patient harbored a homozygous repeat expansion. The other patient harbored compound heterozygous repeat expansions. The GGC repeats and the nearest CpG island were hypomethylated in all expanded alleles in both patients. Both patients harboring the biallelic GGC repeat expansion showed a typical dementia-dominant NIID phenotype. In conclusion, the biallelic GGC repeat expansion in two typical NIID patients indicated that NOTCH2NLC-related diseases could be completely dominant.

    DOI: 10.1016/j.ygeno.2022.110469

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  • Pathogenic variants detected by RNA sequencing in Cornelia de Lange syndrome. International journal

    Rie Seyama, Yuri Uchiyama, José Ricard Magliocco Ceroni, Veronica Eun Hue Kim, Isabel Furquim, Rachel Sayuri Honjo, Matheus Augusto Araujo Castro, Lucas Vieira Lacerda Pires, Hiromi Aoi, Kazuhiro Iwama, Kohei Hamanaka, Atsushi Fujita, Naomi Tsuchida, Eriko Koshimizu, Kazuharu Misawa, Satoko Miyatake, Takeshi Mizuguchi, Shintaro Makino, Atsuo Itakura, Débora R Bertola, Chong Ae Kim, Naomichi Matsumoto

    Genomics   114 ( 5 )   110468 - 110468   2022.8

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    Recent studies suggest that transcript isoforms significantly overlap (approximately 60%) between brain tissue and Epstein-Barr virus-transformed lymphoblastoid cell lines (LCLs). Interestingly, 14 cohesion-related genes with variants that cause Cornelia de Lange Syndrome (CdLS) are highly expressed in the brain and LCLs. In this context, we first performed RNA sequencing of LCLs from 22 solved (with pathogenic variants) and 19 unsolved (with no confirmed variants) CdLS cases. Next, an RNA sequencing pipeline was developed using solved cases with two different methods: short variant analysis (for single-nucleotide and indel variants) and aberrant splicing detection analysis. Then, 19 unsolved cases were subsequently applied to our pipeline, and four pathogenic variants in NIPBL (one inframe deletion and three intronic variants) were newly identified. Two of three intronic variants were located at Alu elements in deep-intronic regions, creating cryptic exons. RNA sequencing with LCLs was useful for identifying hidden variants in exome-negative cases.

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  • Antiemetic effects of baclofen in a shrew model of postoperative nausea and vomiting: Whole-transcriptome analysis in the nucleus of the solitary tract. International journal

    Daisuke Konno, Shigekazu Sugino, Tomoko F Shibata, Kazuharu Misawa, Yuka Imamura-Kawasawa, Jun Suzuki, Kanta Kido, Masao Nagasaki, Masanori Yamauchi

    CNS neuroscience & therapeutics   28 ( 6 )   922 - 931   2022.6

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    AIMS: The molecular genetic mechanisms underlying postoperative nausea and vomiting (PONV) in the brain have not been fully elucidated. This study aimed to determine the changes in whole transcriptome in the nucleus of the solitary tract (NTS) in an animal model of PONV, to screen a drug candidate and to elucidate the molecular genetic mechanisms of PONV development. METHODS: Twenty-one female musk shrews were assigned into three groups: the Surgery group (shrew PONV model, n = 9), the Sham group (n = 6), and the Naïve group (n = 6). In behavioral studies, the main outcome was the number of emetic episodes. In genetic experiments, changes in the transcriptome in the NTS were measured. In a separate study, 12 shrews were used to verify the candidate mechanism underlying PONV. RESULTS: A median of six emetic episodes occurred in both the Sham and Surgery groups. Whole-transcriptome analysis indicated the inhibition of the GABAB receptor-mediated signaling pathway in the PONV model. Baclofen (GABAB receptor agonist) administration eliminated emetic behaviors in the shrew PONV model. CONCLUSIONS: Our findings suggest that the GABAB receptor-mediated signaling pathway is involved in emesis and that baclofen may be a novel therapeutic or prophylactic agent for PONV.

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  • Hypouricemia and Urate Transporters International journal

    Naoyuki Otani, Motoshi Ouchi, Kazuharu Misawa, Ichiro Hisatome, Naohiko Anzai

    Biomedicines   10 ( 3 )   652 - 652   2022.3

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    Hypouricemia is recognized as a rare disorder, defined as a serum uric acid level of 2.0 mg/dL or less. Hypouricemia is divided into an overexcretion type and an underproduction type. The former typical disease is xanthinuria, and the latter is renal hypouricemia (RHUC). The frequency of nephrogenic hypouricemia due to a deficiency of URAT1 is high in Japan, accounting for most asymptomatic and persistent cases of hypouricemia. RHUC results in a high risk of exercise-induced acute kidney injury and urolithiasis. It is vital to promote research on RHUC, as this will lead not only to the elucidation of its pathophysiology but also to the development of new treatments for gout and hyperuricemia.

    DOI: 10.3390/biomedicines10030652

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  • Relationships among evolutionary distance, the variance–covariance matrix, multidimensional scaling, and principal component analysis

    Kazuharu Misawa

    2022.3

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    <jats:title>Abstract</jats:title><jats:p>Principal component analyses (PCAs) are often used to visualize patterns of genetic variation in human populations. Previous studies showed a close correspondence between genetic and geographic distances. In such PCAs, the principal components are eigenvectors of the data’s variance-covariance matrix, which is obtained by a genetic relationship matrix (GRM). However, it is difficult to apply GRM to multiallelic sites. In this paper, I showed that a PCA from GRM is equivalent to multidimensional scaling (MDS) from nucleotide differences. Therefore, a PCA can be conducted using nucleotide differences. The new method provided in this study provides a straightforward method to predict the effects of different demographic processes on genetic diversity.</jats:p>

    DOI: 10.1101/2022.03.02.482744

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  • dbTMM: an integrated database of large-scale cohort, genome and clinical data for the Tohoku Medical Megabank Project Invited Reviewed

    Soichi Ogishima, Satoshi Nagaie, Satoshi Mizuno, Ryosuke Ishiwata, Keita Iida, Kazuro Shimokawa, Takako Takai-Igarashi, Naoki Nakamura, Sachiko Nagase, Tomohiro Nakamura, Naho Tsuchiya, Naoki Nakaya, Keiko Murakami, Fumihiko Ueno, Tomomi Onuma, Mami Ishikuro, Taku Obara, Shunji Mugikura, Hiroaki Tomita, Akira Uruno, Tomoko Kobayashi, Akito Tsuboi, Shu Tadaka, Fumiki Katsuoka, Akira Narita, Mika Sakurai, Satoshi Makino, Gen Tamiya, Yuichi Aoki, Ritsuko Shimizu, Ikuko N. Motoike, Seizo Koshiba, Naoko Minegishi, Kazuki Kumada, Takahiro Nobukuni, Kichiya Suzuki, Inaho Danjoh, Fuji Nagami, Kozo Tanno, Hideki Ohmomo, Koichi Asahi, Atsushi Shimizu, Atsushi Hozawa, Shinichi Kuriyama, Masayuki Yamamoto, Michiaki Abe, Yayoi Aizawa, Yuichi Aoki, Koichi Chida, Inaho Danjoh, Shinichi Egawa, Ai Eto, Takamitsu Funayama, Nobuo Fuse, Yohei Hamanaka, Yuki Harada, Hiroaki Hashizume, Shinichi Higuchi, Sachiko Hirano, Takumi Hirata, Masahiro Hiratsuka, Atsushi Hozawa, Kazuhiko Igarashi, Jin Inoue, Noriko Ishida, Naoto Ishii, Tadashi Ishii, Mami Ishikuro, Kiyoshi Ito, Sadayoshi Ito, Maiko Kageyama, Fumiki Katsuoka, Hiroshi Kawame, Junko Kawashima, Masahiro Kikuya, Kengo Kinoshita, Kazuyuki Kitatani, Tomomi Kiyama, Hideyasu Kiyomoto, Tomoko Kobayashi, Eiichi Kodama, Mana Kogure, Kaname Kojima, Sachie Koreeda, Seizo Koshiba, Shihoko Koyama, Hisaaki Kudo, Kazuki Kumada, Shigeo Kure, Miho Kuriki, Shinichi Kuriyama, Yoko Kuroki, Norihide Maikusa, Satoshi Makino, Hiroko Matsubara, Hiroyuki Matsui, Hirohito Metoki, Takahiro Mimori, Naoko Minegishi, Kazuharu Misawa

    Human Genome Variation   8 ( 1 )   44   2021.12

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    To reveal gene-environment interactions underlying common diseases and estimate the risk for common diseases, the Tohoku Medical Megabank (TMM) project has conducted prospective cohort studies and genomic and multiomics analyses. To establish an integrated biobank, we developed an integrated database called “dbTMM” that incorporates both the individual cohort/clinical data and the genome/multiomics data of 157,191 participants in the Tohoku Medical Megabank project. To our knowledge, dbTMM is the first database to store individual whole-genome data on a variant-by-variant basis as well as cohort/clinical data for over one hundred thousand participants in a prospective cohort study. dbTMM enables us to stratify our cohort by both genome-wide genetic factors and environmental factors, and it provides a research and development platform that enables prospective analysis of large-scale data from genome cohorts.

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  • Statistical Power of Rare Variant Analysis on Serum Urate Levels Invited Reviewed

    Kazuharu Misawa, Eikan Misima, Takanori Hasegawa, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    Gout and Uric & Nucleic Acids   45 ( 1 )   23 - 30   2021.7

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  • A multi-ethnic meta-analysis identifies novel genes, including ACSL5, associated with amyotrophic lateral sclerosis Reviewed International journal

    Ryoichi Nakamura, Kazuharu Misawa, Genki Tohnai, Masahiro Nakatochi, Sho Furuhashi, Naoki Atsuta, Naoki Hayashi, Daichi Yokoi, Hazuki Watanabe, Hirohisa Watanabe, Masahisa Katsuno, Yuishin Izumi, Kazuaki Kanai, Nobutaka Hattori, Mitsuya Morita, Akira Taniguchi, Osamu Kano, Masaya Oda, Kazumoto Shibuya, Satoshi Kuwabara, Naoki Suzuki, Masashi Aoki, Yasuyuki Ohta, Toru Yamashita, Koji Abe, Rina Hashimoto, Ikuko Aiba, Koichi Okamoto, Kouichi Mizoguchi, Kazuko Hasegawa, Yohei Okada, Tomohiko Ishihara, Osamu Onodera, Kenji Nakashima, Ryuji Kaji, Yoichiro Kamatani, Shiro Ikegawa, Yukihide Momozawa, Michiaki Kubo, Noriko Ishida, Naoko Minegishi, Masao Nagasaki, Gen Sobue

    Communications Biology   3 ( 1 )   526   2020.9

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    Amyotrophic lateral sclerosis (ALS) is a devastating progressive motor neuron disease that affects people of all ethnicities. Approximately 90% of ALS cases are sporadic and thought to have multifactorial pathogenesis. To understand the genetics of sporadic ALS, we conducted a genome-wide association study using 1,173 sporadic ALS cases and 8,925 controls in a Japanese population. A combined meta-analysis of our Japanese cohort with individuals of European ancestry revealed a significant association at the ACSL5 locus (top SNP p = 2.97 × 10-8). We validated the association with ACSL5 in a replication study with a Chinese population and an independent Japanese population (1941 ALS cases, 3821 controls; top SNP p = 1.82 × 10-4). In the combined meta-analysis, the intronic ACSL5 SNP rs3736947 showed the strongest association (p = 7.81 × 10-11). Using a gene-based analysis of the full multi-ethnic dataset, we uncovered additional genes significantly associated with ALS: ERGIC1, RAPGEF5, FNBP1, and ATXN3. These results advance our understanding of the genetic basis of sporadic ALS.

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  • Genomic Heritabilities and Correlations of 17 Traits Related to Obesity and Associated Conditions in the Japanese Population. Reviewed International journal

    Olivier Gervais, Kazuko Ueno, Yosuke Kawai, Yuki Hitomi, Kazuharu Misawa, Shunsuke Teraguchi, Yen-Yen Wang, Katsushi Tokunaga, Masao Nagasaki

    G3 (Bethesda, Md.)   10 ( 7 )   2221 - 2228   2020.4

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    Over the past few decades, obesity has become a public health issue of global concern. Even though disparities exist between human populations, e.g., the higher liver fat content of the Japanese despite a lower body mass index (BMI), studies on the genetics of obesity still largely focus on populations of European descent, leading to a dearth of genetic data on non-European populations. In this context, this study aimed to establish a broad picture of the genetic attributes of the Japanese population, by examining a representative sample of 18,889 individuals participating in the Tohoku Medical Megabank Project cohort. We applied linear mixed model methods to 17 traits related to obesity and associated diseases to estimate the heritabilities explained by common genetic variants and the genetic correlations between each pair of traits. These analyses allowed us to quantify the SNP heritability of health indicators such as BMI (0.248 ± 0.032) and HDL cholesterol (0.324 ± 0.031), and to provide one of the few estimates of the SNP heritability of cystatin C in unrelated individuals (0.260 ± 0.025). We discuss potential differences between the Japanese and people of European ancestry with respect to the genetic correlations between urinary biomarkers and adiposity traits, for which large estimates were obtained. For instance, the genetic correlations between urine potassium level and the values for weight, BMI, waist circumference, and waist-to-height ratio ranged from 0.290 to 0.559, much higher than the corresponding estimates in the UK Biobank.

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  • Contribution of rare variants of the SLC22A12 gene to the missing heritability of serum urate levels Reviewed International journal

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Promsuk Jutabha, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    Genetics   214 ( 4 )   1079 - 1090   2020.1

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    Gout is a common arthritis caused by monosodium urate crystals. The heritability of serum urate levels is estimated to be 30‒70%; however, common genetic variants account for only 7.9% of the variance in serum urate levels. This discrepancy is an example of "missing heritability." The "missing heritability" suggests that variants associated with uric acid levels are yet to be found. By using genomic sequences of the ToMMo cohort, we identified rare variants of the SLC22A12 gene that affect the urate transport activity of URAT1. URAT1 is a transporter protein encoded by the SLC22A12 gene. We grouped the participants with variants affecting urate uptake by URAT1 and analyzed the variance of serum urate levels. The results showed that the heritability explained by the SLC22A12 variants of men and women exceeds 10%, suggesting that rare variants underlie a substantial portion of the "missing heritability" of serum urate levels.

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  • Is the population of Sado Island genetically close to the population of western Japan? Reviewed International journal

    Kazuharu Misawa, Hiroshi Watanabe, Akio Yokoseki, Minako Wakasugi, Osamu Onodera, Ichiei Narita, Takeshi Momotsu, Kenji Sato, Naoto Endo

    Human Genome Variation   6 ( 1 )   26 - 26   2019.12

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    To explore the effect of aging, a cohort study is being performed on Sado Island, which is located in the Sea of Japan. Sado Island is close to the eastern coast of Japan, yet its population speaks the western Japanese dialect. Consequently, the genetic background of the population of Sado Island is of interest. Based on Nei's genetic distance, we compared the allele frequencies of people from Sado Island to those of people from Nagahama and Miyagi, which are located in the western and northeastern parts of Honshu, respectively. The results showed that the populations of Miyagi and Nagahama are genetically closer to each other than to the population of Sado Island. Because the Sado and Honshu Islands are isolated by a channel, it is possible that genetic drift occurred within Sado Island, which would explain the uniqueness of the people of this region.

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  • Construction of JRG (Japanese reference genome) with single-molecule real-time sequencing Reviewed International journal

    Masao Nagasaki, Yoko Kuroki, Tomoko F Shibata, Fumiki Katsuoka, Takahiro Mimori, Yosuke Kawai, Naoko Minegishi, Atsushi Hozawa, Shinichi Kuriyama, Yoichi Suzuki, Hiroshi Kawame, Fuji Nagami, Takako Takai-Igarashi, Soichi Ogishima, Kaname Kojima, Kazuharu Misawa, Osamu Tanabe, Nobuo Fuse, Hiroshi Tanaka, Nobuo Yaegashi, Kengo Kinoshita, Shiego Kure, Jun Yasuda, Masayuki Yamamoto

    Human Genome Variation   6 ( 1 )   27 - 27   2019.6

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    In recent genome analyses, population-specific reference panels have indicated important. However, reference panels based on short-read sequencing data do not sufficiently cover long insertions. Therefore, the nature of long insertions has not been well documented. Here, we assembled a Japanese genome using single-molecule real-time sequencing data and characterized insertions found in the assembled genome. We identified 3691 insertions ranging from 100 bps to ~10,000 bps in the assembled genome relative to the international reference sequence (GRCh38). To validate and characterize these insertions, we mapped short-reads from 1070 Japanese individuals and 728 individuals from eight other populations to insertions integrated into GRCh38. With this result, we constructed JRGv1 (Japanese Reference Genome version 1) by integrating the 903 verified insertions, totaling 1,086,173 bases, shared by at least two Japanese individuals into GRCh38. We also constructed decoyJRGv1 by concatenating 3559 verified insertions, totaling 2,536,870 bases, shared by at least two Japanese individuals or by six other assemblies. This assembly improved the alignment ratio by 0.4% on average. These results demonstrate the importance of refining the reference assembly and creating a population-specific reference genome. JRGv1 and decoyJRGv1 are available at the JRG website.

    DOI: 10.1038/s41439-019-0057-7

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  • Construction of full-length Japanese reference panel of class I HLA genes with single-molecule, real-time sequencing Reviewed

    Takahiro Mimori, Jun Yasuda, Yoko Kuroki, Tomoko F. Shibata, Fumiki Katsuoka, Sakae Saito, Naoki Nariai, Akira Ono, Naomi Nakai-Inagaki, Kazuharu Misawa, Keiko Tateno, Yosuke Kawai, Nobuo Fuse, Atsushi Hozawa, Shinichi Kuriyama, Junichi Sugawara, Naoko Minegishi, Kichiya Suzuki, Kengo Kinoshita, Masao Nagasaki, Masayuki Yamamoto

    The Pharmacogenomics Journal   19 ( 2 )   136 - 146   2019.4

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    DOI: 10.1038/s41397-017-0010-4

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  • Population-scale whole genome sequencing identifies 271 highly polymorphic short tandem repeats from Japanese population Reviewed International journal

    Satoshi Hirata, Kaname Kojima, Kazuharu Misawa, Olivier Gervais, Yosuke Kawai, Masao Nagasaki

    Heliyon   4 ( 5 )   e00625   2018.5

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    Forensic DNA typing is widely used to identify missing persons and plays a central role in forensic profiling. DNA typing usually uses capillary electrophoresis fragment analysis of PCR amplification products to detect the length of short tandem repeat (STR) markers. Here, we analyzed whole genome data from 1,070 Japanese individuals generated using massively parallel short-read sequencing of 162 paired-end bases. We have analyzed 843,473 STR loci with two to six basepair repeat units and cataloged highly polymorphic STR loci in the Japanese population. To evaluate the performance of the cataloged STR loci, we compared 23 STR loci, widely used in forensic DNA typing, with capillary electrophoresis based STR genotyping results in the Japanese population. Seventeen loci had high correlations and high call rates. The other six loci had low call rates or low correlations due to either the limitations of short-read sequencing technology, the bioinformatics tool used, or the complexity of repeat patterns. With these analyses, we have also purified the suitable 218 STR loci with four basepair repeat units and 53 loci with five basepair repeat units both for short read sequencing and PCR based technologies, which would be candidates to the actual forensic DNA typing in Japanese population.

    DOI: 10.1016/j.heliyon.2018.e00625

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  • STR-realigner: a realignment method for short tandem repeat regions Reviewed

    Kaname Kojima, Yosuke Kawai, Kazuharu Misawa, Takahiro Mimori, Masao Nagasaki

    BMC Genomics   17 ( 1 )   991   2016.12

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    Background<br />
    In the estimation of repeat numbers in a short tandem repeat (STR) region from high-throughput sequencing data, two types of strategies are mainly taken: a strategy based on counting repeat patterns included in sequence reads spanning the region and a strategy based on estimating the difference between the actual insert size and the insert size inferred from paired-end reads. The quality of sequence alignment is crucial, especially in the former approaches although usual alignment methods have difficulty in STR regions due to insertions and deletions caused by the variations of repeat numbers.<br />
    <br />
    Results<br />
    We proposed a new dynamic programming based realignment method named STR-realigner that considers repeat patterns in STR regions as prior knowledge. By allowing the size change of repeat patterns with low penalty in STR regions, accurate realignment is expected. For the performance evaluation, publicly available STR variant calling tools were applied to three types of aligned reads: synthetically generated sequencing reads aligned with BWA-MEM, those realigned with STR-realigner, those realigned with ReviSTER, and those realigned with GATK IndelRealigner. From the comparison of root mean squared errors between estimated and true STR region size, the results for the dataset realigned with STR-realigner are better than those for other cases. For real data analysis, we used a real sequencing dataset from Illumina HiSeq 2000 for a parent-offspring trio. RepeatSeq and lobSTR were applied to the sequence reads for these individuals aligned with BWA-MEM, those realigned with STR-realigner, ReviSTER, and GATK IndelRealigner. STR-realigner shows the best performance in terms of consistency of the size of estimated STR regions in Mendelian inheritance. Root mean squared error values were also calculated from the comparison of these estimated results with STR region sizes obtained from high coverage PacBio sequencing data, and the results from the realigned sequencing data with STR-realigner showed the least (the best) root mean squared error value.<br />
    <br />
    Conclusions<br />
    The effectiveness of the proposed realignment method for STR regions was verified from the comparison with an existing method on both simulation datasets and real whole genome sequencing dataset.

    DOI: 10.1186/s12864-016-3294-x

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  • AP-SKAT: highly-efficient genome-wide rare variant association test. Reviewed

    Takanori Hasegawa, Kaname Kojima, Yosuke Kawai, Kazuharu Misawa, Takahiro Mimori, Masao Nagasaki

    BMC Genomics   17 ( 1 )   745   2016.9

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    Background<br />
    Genome-wide association studies have revealed associations between single-nucleotide polymorphisms (SNPs) and phenotypes such as disease symptoms and drug tolerance. To address the small sample size for rare variants, association studies tend to group gene or pathway level variants and evaluate the effect on the set of variants. One of such strategies, known as the sequential kernel association test (SKAT), is a widely used collapsing method. However, the reported p-values from SKAT tend to be biased because the asymptotic property of the statistic is used to calculate the p-value. Although this bias can be corrected by applying permutation procedures for the test statistics, the computational cost of obtaining p-values with high resolution is prohibitive.<br />
    <br />
    Results<br />
    To address this problem, we devise an adaptive SKAT procedure termed AP-SKAT that efficiently classifies significant SNP sets and ranks them according to the permuted p-values. Our procedure adaptively stops the permutation test when the significance level is outside some confidence interval of the estimated p-value for a binomial distribution. To evaluate the performance, we first compare the power and sample size calculation and the type I error rates estimate of SKAT, SKAT-O, and the proposed procedure using genotype data in the SKAT R package and from 1000 Genome Project. Through computational experiments using whole genome sequencing and SNP array data, we show that our proposed procedure is highly efficient and has comparable accuracy to the standard procedure.<br />
    <br />
    Conclusions<br />
    For several types of genetic data, the developed procedure could achieve competitive power and sample size under small and large sample size conditions with controlling considerable type I error rates, and estimate p-values of significant SNP sets that are consistent with those estimated by the standard permutation test within a realistic time. This demonstrates that the procedure is sufficiently powerful for recent whole genome sequencing and SNP array data with increasing numbers of phenotypes. Additionally, this procedure can be used in other association tests by employing alternative methods to calculate the statistics.

    DOI: 10.1186/s12864-016-3094-3

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  • Short tandem repeats in the human, cow, mouse, chicken, and lizard genomes are concentrated in the terminal regions of chromosomes Reviewed

    Kazuharu Misawa

    Gene Reports   4   280 - 285   2016.9

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    Repetitive sequences in a genome cause mapping errors, especially in case of short reads, because of the presence of similar or identical sequences. Distribution of repetitive sequences in a genome must be studied to distinguish between mappable and unmappable regions. Previous studies showed that short tandem repeats (STRs) are clustered in the terminal regions of chromosomes in the human genome. It is an open question whether formation of STRs in the terminal regions of chromosomes occurs only in humans. The present study investigated the distribution of STRs in the human, cow, mouse, chicken, and lizard genomes. In this study, it was shown that STRs were concentrated in the terminal regions of chromosomes not only in the human genome, but also in mouse, cow, chicken, and lizard genomes. The results suggested that the mechanism through which STRs are shared by amniotes in which mammals, birds and lizards are included. Thus, we must be careful when the genomic sequences at chromosome ends of amniotes by using the next generation sequencers.

    DOI: 10.1016/j.genrep.2016.01.004

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  • Secure computation of Fisher exact test (2) - When the sample size is large

    Koki Hamada, Satoshi Hasegawa, Koji Chida, Soichi Ogishima, Kazuharu Misawa, Masao Nagasaki

    IEICE technical report   116 ( 130 )   253 - 258   2016.7

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  • Secure computational Fisher exact test for privacy-preserving genome analysis

    Satoshi Hasegawa, Koki Hamada, Koji Chida, Soichi Ogishima, Kazuharu Misawa, Masao Nagasaki

    IEICE technical report   116 ( 129 )   259 - 266   2016.7

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  • Secure computation Fisher exact test (1) When the sample size is small

    Koji Chida, Satoshi Hasegawa, Koki Hamada, Soichi Ogishima, Kazuharu Misawa, Masao Nagasaki

    IEICE technical report   116 ( 129 )   245 - 251   2016.7

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  • PAFFT: A new homology search algorithm for third-generation sequencers. Reviewed

    Kazuharu Misawa, Ryo Ootsuki

    Genomics   106   265 - 267   2015.9

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    DNA sequencers that can conduct real-time sequencing from a single polymerase molecule are known as third-generation sequencers. Third-generation sequencers enable sequencing of reads that are several kilobases long. However, the raw data generated from third-generation sequencers are known to be error-prone. Because of sequencing errors, it is difficult to identify which genes are homologous to the reads obtained using third-generation sequencers. In this study, a new method for homology search algorithm, PAFFT, is developed. This method is the extension of the MAFFT algorithm which was used for multiple alignments. PAFFT detects global homology rather than local homology so that homologous regions can be detected even when the error rate of sequencing is high. PAFFT will boost application of third-generation sequencers.

    DOI: 10.1016/j.ygeno.2015.09.005

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  • Distribution of unique sequences in the human genome Reviewed

    Kazuharu Misawa

    Austin J Comput Biol Bioinform.   2 ( 1 )   1010   2015.2

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    Programmable sequence-specific endonucleases are powerful tools for<br />
    genome alteration with high precision. For example, the CRISPR system is an<br />
    efficient tool for genome engineering in eukaryotic cells by simply specifying a<br />
    20-bp targeting sequence within its guide RNA. When studying large genomes,<br />
    however, the design of target sequences is complicated by the redundancy of<br />
    sequences. The distribution of unique sequences in the genome is of interest.<br />
    In this paper, I describe the development of a novel method, UF, for detecting<br />
    unique 20-bp sequences in entire genomes. UF stands for “Unique Finder”.<br />
    By using UF, the distribution of unique sequences in the human genome<br />
    was investigated. It was found that 60% of the human genome is unique on<br />
    average. However, non-unique regions of human genome are concentrated<br />
    on centromeres and terminal regions of the chromosomes. The proportions of<br />
    unique sequences are about 80% in the rest part of the genome. The program<br />
    for obtaining unique sequences is available at https://sourceforge.jp/projects/<br />
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  • RF: A method for filtering short reads with tandem repeats for genome mapping Reviewed

    Kazuharu Misawa

    Genomics   102 ( 1 )   35 - 37   2013.4

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    Next-generation sequencing platforms generate short (50-150 bp) reads that can be mapped onto the reference genome. Repetitive sequences in the genome, because of the presence of similar or identical sequences, cause mapping errors in the case of the short reads. By filtering short reads with repeats, mapping will be improved. I developed RF. RF is a new method that filters short reads with tandem repeats. A scoring scheme was developed that assigned higher scores to regions with tandem repeats and lower scores to regions without tandem repeats. In this study, RF was applied to filter out short reads with repeats, before short reads were mapped onto the same genomic contig by using a short read-mapping program. The result suggests RF improved the proportion of correctly mapped short reads on filtering the repeats. RF is a useful tool for reducing mapping errors of short reads onto reference genomes.

    DOI: 10.1016/j.ygeno.2013.03.002

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  • New weighting methods for phylogenetic tree reconstruction using multiple loci Reviewed

    Kazuharu Misawa, Fumio Tajima

    Journal of Molecular Evolution   75 ( 1-2 )   1 - 10   2012.8

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    Efficient determination of evolutionary distances is important for the correct reconstruction of phylogenetic trees. The performance of the pooled distance required for reconstructing a phylogenetic tree can be improved by applying large weights to appropriate distances for reconstructing phylogenetic trees and small weights to inappropriate distances. We developed two weighting methods, the modified Tajima–Takezaki method and the modified least-squares method, for reconstructing phylogenetic trees from multiple loci. By computer simulations, we found that both of the new methods were more efficient in reconstructing correct topologies than the no-weight method. Hence, we reconstructed hominoid phylogenetic trees from mitochondrial DNA using our new methods, and found that the levels of bootstrap support were significantly increased by the modified Tajima–Takezaki and by the modified least-squares method.

    DOI: 10.1007/s00239-012-9513-4

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  • Estimating human point mutation rates from codon substitution rates Reviewed

    Kazuharu Misawa

    2012.3

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    DOI: 10.5772/34923

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  • Aquatic plant speciation affected by diversifying selection of organelle dna regions Reviewed

    Kato, S., Misawa, K., Takahashi, F., Sakayama, H., Sano, S., Kosuge, K., Kasai, F., Watanabe, M.M., Tanaka, J., Nozaki, H.

    Journal of Phycology   47 ( 5 )   999 - 1008   2011.8

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    Many of the genes that control photosynthesis are carried in the chloroplast. These genes differ among species. However, evidence has yet to be reported revealing the involvement of organelle genes in the initial stages of plant speciation. To elucidate the molecular basis of aquatic plant speciation, we focused on the unique plant species Chara braunii C. C. Gmel. that inhabits both shallow and deep freshwater habitats and exhibits habitat‐based dimorphism of chloroplast DNA (cpDNA). Here, we examined the “shallow” and “deep” subpopulations of C. braunii using two nuclear DNA (nDNA) markers and cpDNA. Genetic differentiation between the two subpopulations was measured in both nDNA and cpDNA regions, although phylogenetic analyses suggested nuclear gene flow between subpopulations. Neutrality tests based on Tajima’s D demonstrated diversifying selection acting on organelle DNA regions. Furthermore, both “shallow” and “deep” haplotypes of cpDNA detected in cultures originating from bottom soils of three deep environments suggested that migration of oospores (dormant zygotes) between the two habitats occurs irrespective of the complete habitat‐based dimorphism of cpDNA from field‐collected vegetative thalli. Therefore, the two subpopulations are highly selected by their different aquatic habitats and show prezygotic isolation, which represents an initial process of speciation affected by ecologically based divergent selection of organelle genes.

    DOI: 10.1111/j.1529-8817.2011.01037.x

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  • Relationship between amino acid composition and gene expression in the mouse genome Reviewed

    Kazuharu Misawa, Reiko F. Kikuno

    BMC Research Notes   4   20   2011.1

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    Background<br />
    Codon bias is a phenomenon that refers to the differences in the frequencies of synonymous codons among different genes. In many organisms, natural selection is considered to be a cause of codon bias because codon usage in highly expressed genes is biased toward optimal codons. Methods have previously been developed to predict the expression level of genes from their nucleotide sequences, which is based on the observation that synonymous codon usage shows an overall bias toward a few codons called major codons. However, the relationship between codon bias and gene expression level, as proposed by the translation-selection model, is less evident in mammals.<br />
    <br />
    Findings<br />
    We investigated the correlations between the expression levels of 1,182 mouse genes and amino acid composition, as well as between gene expression and codon preference. We found that a weak but significant correlation exists between gene expression levels and amino acid composition in mouse. In total, less than 10% of variation of expression levels is explained by amino acid components. We found the effect of codon preference on gene expression was weaker than the effect of amino acid composition, because no significant correlations were observed with respect to codon preference.<br />
    <br />
    Conclusion<br />
    These results suggest that it is difficult to predict expression level from amino acid components or from codon bias in mouse.

    DOI: 10.1186/1756-0500-4-20

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  • ParaHaplo 3.0: A program package for imputation and a haplotype-based whole-genome association study using hybrid parallel computing Reviewed International journal

    Misawa, K., Kamatani, N.

    Source Code for Biology and Medicine   6   10   2011

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    BACKGROUND: Use of missing genotype imputations and haplotype reconstructions are valuable in genome-wide association studies (GWASs). By modeling the patterns of linkage disequilibrium in a reference panel, genotypes not directly measured in the study samples can be imputed and used for GWASs. Since millions of single nucleotide polymorphisms need to be imputed in a GWAS, faster methods for genotype imputation and haplotype reconstruction are required. RESULTS: We developed a program package for parallel computation of genotype imputation and haplotype reconstruction. Our program package, ParaHaplo 3.0, is intended for use in workstation clusters using the Intel Message Passing Interface. We compared the performance of ParaHaplo 3.0 on the Japanese in Tokyo, Japan and Han Chinese in Beijing, and Chinese in the HapMap dataset. A parallel version of ParaHaplo 3.0 can conduct genotype imputation 20 times faster than a non-parallel version of ParaHaplo. CONCLUSIONS: ParaHaplo 3.0 is an invaluable tool for conducting haplotype-based GWASs. The need for faster genotype imputation and haplotype reconstruction using parallel computing will become increasingly important as the data sizes of such projects continue to increase. ParaHaplo executable binaries and program sources are available at http://en.sourceforge.jp/projects/parallelgwas/releases/.

    DOI: 10.1186/1751-0473-6-10

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  • A codon substitution model that incorporates the effect of the GC contents, the gene density and the density of CpG islands of human chromosomes Reviewed

    Misawa, K.

    BMC Genomics   12   397   2011

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    DOI: 10.1186/1471-2164-12-397

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  • ParaHaplo 2.0: A program package for haplotype-estimation and haplotype-based whole-genome association study using parallel computing Reviewed

    Misawa, K., Kamatani, N.

    Source Code for Biology and Medicine   5   5   2010

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    BACKGROUND: The use of haplotype-based association tests can improve the power of genome-wide association studies. Since the observed genotypes are unordered pairs of alleles, haplotype phase must be inferred. However, estimating haplotype phase is time consuming. When millions of single-nucleotide polymorphisms (SNPs) are analyzed in genome-wide association study, faster methods for haplotype estimation are required. METHODS: We developed a program package for parallel computation of haplotype estimation. Our program package, ParaHaplo 2.0, is intended for use in workstation clusters using the Intel Message Passing Interface (MPI). We compared the performance of our algorithm to that of the regular permutation test on both Japanese in Tokyo, Japan and Han Chinese in Beijing, China of the HapMap dataset. RESULTS: Parallel version of ParaHaplo 2.0 can estimate haplotypes 100 times faster than a non-parallel version of the ParaHaplo. CONCLUSION: ParaHaplo 2.0 is an invaluable tool for conducting haplotype-based genome-wide association studies (GWAS). The need for fast haplotype estimation using parallel computing will become increasingly important as the data sizes of such projects continue to increase. The executable binaries and program sources of ParaHaplo are available at the following address: http://en.sourceforge.jp/projects/parallelgwas/releases/

    DOI: 10.1186/1751-0473-5-5

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  • GeneWaltz - A new method for reducing the false positives of gene finding Reviewed

    Misawa, K., Kikuno, R.F.

    BioData Mining   3 ( 1 )   6   2010

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    DOI: 10.1186/1756-0381-3-6

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  • ParaHaplo: A program package for haplotype-based whole-genome association study using parallel computing Reviewed

    Kazuharu Misawa, Naoyuki Kamatani

    Source Code for Biology and Medicine   4   7   2009.10

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    Background: Since more than a million single-nucleotide polymorphisms (SNPs) are analyzed in any given genome-wide association study (GWAS), performing multiple comparisons can be problematic. To cope with multiple-comparison problems in GWAS, haplotype-based algorithms were developed to correct for multiple comparisons at multiple SNP loci in linkage disequilibrium. A permutation test can also control problems inherent in multiple testing
    however, both the calculation of exact probability and the execution of permutation tests are time-consuming. Faster methods for calculating exact probabilities and executing permutation tests are required. Methods: We developed a set of computer programs for the parallel computation of accurate P-values in haplotype-based GWAS. Our program, ParaHaplo, is intended for workstation clusters using the Intel Message Passing Interface (MPI). We compared the performance of our algorithm to that of the regular permutation test on JPT and CHB of HapMap. Results: ParaHaplo can detect smaller differences between 2 populations than SNP-based GWAS. We also found that parallel-computing techniques made ParaHaplo 100-fold faster than a non-parallel version of the program. Conclusion: ParaHaplo is a useful tool in conducting haplotype-based GWAS. Since the data sizes of such projects continue to increase, the use of fast computations with parallel computing--such as that used in ParaHaplo--will become increasingly important. The executable binaries and program sources of ParaHaplo are available at the following address: http://sourceforge.jp/projects/parallelgwas/?_sl=1. © 2009 Misawa and Kamatani
    licensee BioMed Central Ltd.

    DOI: 10.1186/1751-0473-4-7

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  • Phylogenetic positions of Glaucophyta, green plants (Archaeplastida) and Haptophyta (Chromalveolata) as deduced from slowly evolving nuclear genes Reviewed

    Nozaki, H., Maruyama, S., Matsuzaki, M., Nakada, T., Kato, S., Misawa, K.

    Molecular Phylogenetics and Evolution   53 ( 3 )   872 - 880   2009

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    DOI: 10.1016/j.ympev.2009.08.015

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  • Evaluation of the effect of CpG hypermutability on human codon substitution Reviewed

    Misawa, K., Kikuno, R.F.

    Gene   431 ( 1-2 )   18 - 22   2009

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    DOI: 10.1016/j.gene.2008.11.006

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  • Cyanobacterial contribution to the genomes of the plastid-lacking protists Reviewed

    Shinichiro Maruyama, Motomichi Matsuzaki, Kazuharu Misawa, Hisayoshi Nozaki

    BMC Evolutionary Biology   9 ( 1 )   197 - 197   2009

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    DOI: 10.1186/1471-2148-9-197

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  • Cyanobacterial contribution to the genomes of the plastid-lacking protists Reviewed

    Shinichiro Maruyama, Motomichi Matsuzaki, Kazuharu Misawa, Hisayoshi Nozaki

    BMC Evolutionary Biology   9 ( 1 )   197 - 197   2009

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  • Molecular systematics of Volvocales (Chlorophyceae, Chlorophyta) based on exhaustive 18S rRNA phylogenetic analyses (vol 48, pg 281, 2008) Reviewed

    Takashi Nakada, Kazuharu Misawa, Hisayoshi Nozaki

    Molecular Phylogenetics and Evolution   49 ( 2 )   690 - 690   2008.11

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    DOI: 10.1016/j.ympev.2008.08.018

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  • Molecular systematics of Volvocales (Chlorophyceae, Chlorophyta) based on exhaustive 18S rRNA phylogenetic analyses Reviewed

    Nakada, T., Misawa, K., Nozaki, H.

    Molecular Phylogenetics and Evolution   48 ( 1 )   281 - 291   2008

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    DOI: 10.1016/j.ympev.2008.03.016

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  • Genomic structure of nitric oxide synthase in the terrestrial slug is highly conserved Reviewed

    Matsuo, R., Misawa, K., Ito, E.

    Gene   415 ( 1-2 )   74 - 81   2008

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    DOI: 10.1016/j.gene.2008.02.021

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  • Origins of a cyanobacterial 6-phosphogluconate dehydrogenase in plastid-lacking eukaryotes Reviewed

    Maruyama, S., Misawa, K., Iseki, M., Watanabe, M., Nozaki, H.

    BMC Evolutionary Biology   8 ( 1 )   151   2008

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    DOI: 10.1186/1471-2148-8-151

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  • New correction algorithms for multiple comparisons in case-control multilocus association studies based on haplotypes and diplotype configurations Reviewed

    Misawa, K., Fujii, S., Yamazaki, T., Takahashi, A., Takasaki, J., Yanagisawa, M., Ohnishi, Y., Nakamura, Y., Kamatani, N.

    Journal of Human Genetics   53 ( 9 )   789 - 801   2008

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    DOI: 10.1007/s10038-008-0312-0

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  • The universal trend of amino acid gain-loss is caused by CpG hypermutability Reviewed

    Misawa, K., Kamatani, N., Kikuno, R.F.

    Journal of Molecular Evolution   67 ( 4 )   334 - 342   2008

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    DOI: 10.1007/s00239-008-9141-1

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  • 'Super' plant kingdom reinstated: Nonmonophyly of primary photosynthetic eukaryotes as deduced from slowly evolving nuclear genes Reviewed

    H. Nozaki, M. Iseki, M. Hasegawa, K. Misawa, T. Nakada, N. Sasaki, M. Watanabe

    Journal of Phycology   43   22 - 23   2007.12

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  • Phylogeny of primary photosynthetic eukaryotes as deduced from slowly evolving nuclear genes Reviewed

    Nozaki, H., Iseki, M., Hasegawa, M., Misawa, K., Nakada, T., Sasaki, N., Watanabe, M.

    Molecular Biology and Evolution   24 ( 8 )   1592 - 1595   2007

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    DOI: 10.1093/molbev/msm091

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  • Multiple Sequence Alignments: The Next Generation Reviewed

    Kazutaka Katoh, Kazuharu Misawa

    Seibutsu Butsuri   46 ( 6 )   312 - 317   2006

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    Multiple sequence alignment is an important tool for computational analysis of nucleotide or amino acid sequences. It is also a challenging combinatorial optimization problem in computer science. As a large amount of sequence data is becoming available from genome and other large-scale sequencing projects, efficiency, as well as accuracy, is currently required for a multiple sequence alignment program. Several new programs are being developed aiming at improving both efficiency and accuracy. We overview the algorithms and performances of new programs including that by ourselves

    DOI: 10.2142/biophys.46.312

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  • Influence of the 3′-UTR-length of mKIAA cDNAs and their sequence features to the mRNA expression level in the brain Reviewed

    Okazaki, N., Imai, K., Kikuno, R.F., Misawa, K., Kawai, M., Inamoto, S., Ohara, R., Nagase, T., Ohara, O., Koga, H.

    DNA Research   12 ( 3 )   181 - 189   2005

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    DOI: 10.1093/dnares/dsi001

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  • Effect of group selection on the evolution of altruistic behavior Reviewed

    Ono, S., Misawa, K., Tsuji, K.

    Journal of Theoretical Biology   220 ( 1 )   55 - 66   2003

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    DOI: 10.1006/jtbi.2003.3144

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  • Revisiting the Glires concept - Phylogenetic analysis of nuclear sequences Reviewed

    Misawa, K., Janke, A.

    Molecular Phylogenetics and Evolution   28 ( 2 )   320 - 327   2003

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    DOI: 10.1016/S1055-7903(03)00079-4

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  • Reanalysis of Murphy et al.'s Data Gives Various Mammalian Phylogenies and Suggests Overcredibility of Bayesian Trees Reviewed

    Misawa, K., Nei, M.

    Journal of Molecular Evolution   57 ( SUPPL. 1 )   S290-S296   2003

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    DOI: 10.1007/s00239-003-0039-7

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  • MAFFT: A novel method for rapid multiple sequence alignment based on fast Fourier transform Reviewed

    Katoh, K., Misawa, K., Kuma, K.-I., Miyata, T.

    Nucleic Acids Research   30 ( 14 )   3059 - 3066   2002

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    DOI: 10.1093/nar/gkf436

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  • A simple method for classifying genes and a bootstrap test for classifications Reviewed

    Kazuharu Misawa, Fumio Tajima

    Molecular Biology and Evolution   17 ( 12 )   1879 - 1884   2000.12

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    A new simple method for classifying genes is proposed based on Klastorin's method. This method classifies genes into monophyletic groups which are made distinct from each other by evolutionary changes. The method is applicable as long as the phylogenetic tree of genes is obtained. There is a fast algorithm for obtaining the classification. A bootstrap test of a classification is also presented. As an example, we classified opsin genes. The classification obtained by this method is the same as the previous classification based on the function of opsins.

    DOI: 10.1093/oxfordjournals.molbev.a026289

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  • Origin and evolution of the colonial Volvocales (Chlorophyceae) as inferred from multiple, chloroplast gene sequences Reviewed

    Nozaki, H., Misawa, K., Kajita, T., Kato, M., Nohara, S., Watanabe, M. M.

    Molecular Phylogenetics and Evolution   17 ( 2 )   256 - 268   2000.11

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    A combined data set of DNA sequences (6021 bp) from five protein-coding genes of the chloroplast genome (rbcL, atpB, psaA, psaB, and psbC genes) were analyzed for 42 strains representing 30 species of the colonial Volvocales (Volvox and its relatives) and 5 related species of green algae to deduce robust phylogenetic relationships within the colonial green flagellates. The 4-celled family Tetrabaenaceae was robustly resolved as the most basal group within the colonial Volvocales. The sequence data also suggested that all five volvocacean genera with 32 or more cells in a vegetative colony (all four of the anisogamous/oogamous genera, Eudorina, Platydorina, Pleodorina, and Volvox, plus the isogamous genus Yamagishiella) constituted a large monophyletic group, in which 2 Pleodorina species were positioned distally to 3 species of Volvox. Therefore, most of the evolution of the colonial Volvocales appears to constitute a gradual progression in colonial complexity and in types of sexual reproduction, as in the traditional volvocine lineage hypothesis, although reverse evolution must be considered for the origin of certain species of Pleodorina. Data presented here also provide robust support for a monophyletic family Goniaceae consisting of two genera: Gonium and Astrephomene. (C) 2000 Academic Press.

    DOI: 10.1006/mpev.2000.0831

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  • The amount and pattern of DNA polymorphism under the neutral mutation hypothesis Reviewed

    Fumio Tajima, Kazuharu Misawa, Hideki Innnan

    Genetica   102-3 ( 1-6 )   103 - 107   1998

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    The amount and pattern of DNA polymorphism can give useful information on the maintenance mechanism of genetic variation at the DNA level. In this note we have shown the amount and pattern of DNA polymorphism expected under the neutral theory. The amount of DNA polymorphism can be estimated from the average number of nucleotide differences per site, the proportion of segregating sites, and so on. We have shown how to estimate theta from these quantities, where theta = 4N nu,N is the effective population size and nu is the mutation rate per site per generation. We have also shown the expectations of the nucleotide variation within and between allelic classes.

    DOI: 10.1023/A:1017011631572

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  • Estimation of the amount of DNA polymorphism when the neutral mutation rate varies among sites

    Kazuharu Misawa, Fumio Tajima

    Genetics   147 ( 4 )   1959 - 1964   1997.12

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    Abstract

    Knowing the amount of DNA polymorphism is essential to understand the mechanism of maintaining DNA polymorphism in a natural population. The amount of DNA polymorphism can be measured by the average number of nucleotide differences per site (π), the proportion of segregating (polymorphic) site (s) and the minimum number of mutations per site (s*). Since the latter two quantities depend on the sample size, θ is often used as a measure of the amount of DNA polymorphism, where θ = 4Nμ, N is the effective population size and μ is the neutral mutation rate per site per generation. It is known that θ estimated from π, s and s* under the infinite site model can be biased when the mutation rate varies among sites. We have therefore developed new methods for estimating θ under the finite site model. Using computer simulations, it has been shown that the new methods give almost unbiased estimates even when the mutation rate varies among sites substantially. Furthermore, we have also developed new statistics for testing neutrality by modifying Tajima's D statistic. Computer simulations suggest that the new test statistics can be used even when the mutation rate varies among sites.

    DOI: 10.1093/genetics/147.4.1959

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Books

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MISC

  • Fast computation of kernel statistics using genotype value decomposition

    Kazuharu Misawa

    2019.9

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    Because of the recent advances of genome sequences, a large number of human
    genome sequences are available for the study of human genetics. Genome-wide
    association studies typically focus on associations between single-nucleotide
    polymorphisms and traits such as major human diseases. However, the statistical
    power of classical single-marker association analysis for rare variants is
    limited. To address the challenge, rare and low-frequency variants are often
    grouped into a gene or pathway level, and the effects of multiple variants
    evaluated based on collapsing methods. The sequential kernel association test
    (SKAT) is one of the most effective collapsing methods. SKAT utilizes the
    kernel matrix. The size of the kernel matrix is O(n^2), where the sample size
    is n, so that the calculation of the data using the kernel method requires a
    long time. As the sample sizes of human genetic studies increase, the
    computational time is getting more and more problematic. In the present paper,
    the genotype value decomposition method is proposed for the handling the
    sequential kernel in a short period of time. The method can be referred to as
    genotype value decomposition. In the present paper, it is shown that the
    genetic relationship matrix and Identity by State (IBS) matrix can be obtained
    using the genotype value vectors. By using this method, the SKAT can be
    conducted with time complexity O(n). The proposed method enables to conduct
    SKAT for samples of human genetics.

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  • レアバリアントが尿酸値の失われた遺伝率のかなりの割合を説明する

    三澤計治, 三澤計治, 三島英換, 大内基司, 長谷川嵩矩, 小島要, 小島要, 河合洋介, 長崎正朗, 長崎正朗, 安西尚彦, 安西尚彦, 阿部高明, 山本雅之, 山本雅之

    日本人類遺伝学会大会プログラム・抄録集   63rd   2018

  • 日本人の5塩基短鎖重複反復配列のプロファイルと高解像度の反復配列タイピングの検証

    齊藤真梨恵, 平田智士, 小島要, 三澤計治, 三森隆広, GERVAIS Olivier, 河合洋介, 人見祐基, 徳永勝士, 中村稔, 中村稔, 長崎正朗

    日本人類遺伝学会大会プログラム・抄録集   63rd   2018

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    J-GLOBAL

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  • プライバシ保護ゲノム解析のための秘密計算フィッシャー正確検定の実装評価

    長谷川聡, 濱田浩気, 三澤計治, 三澤計治, 千田浩司, 荻島創一, 荻島創一, 長崎正朗, 長崎正朗

    情報処理学会シンポジウムシリーズ(CD-ROM)   2017 ( 1 )   430‐437   2017.6

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  • Haplotype関連解析の検出力のシミュレーション研究

    三澤計治, 三澤計治, 河合洋介, 河合洋介, 小島要, 小島要, 長谷川嵩矩, 長谷川嵩矩, 長崎正朗, 長崎正朗

    日本遺伝学会大会プログラム・予稿集   87th   2015

  • ヤブソテツにおける葉緑体全長配列の解読

    大槻涼, 関本弘之, 三澤計治

    日本植物分類学会大会研究発表要旨集   14th   2015

  • A new algorithm for mapping next-generation sequencing data onto genome sequences of distantly-related species

    Kazuharu Misawa

    GENES & GENETIC SYSTEMS   88 ( 6 )   370 - 370   2013.12

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  • CYANOBACTERIAL CONTRIBUTION TO THE GENOMES OF THE PLASTID-LACKING PROTISTS

    S. Maruyama, M. Matsuzaki, K. Misawa, H. Nozaki

    PHYCOLOGIA   48 ( 4 )   80 - 80   2009.7

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  • NATURAL SELECTION OF CHLOROPLAST DNA ACTING IN THE INCIPIENT SPECIATION OF CHARA BRAUNII

    S. Kato, K. Misawa, F. Takahashi, H. Sakayama, S. Sano, F. Kasai, M. M. Watanabe, J. Tanaka, H. Nozaki

    PHYCOLOGIA   48 ( 4 )   57 - 57   2009.7

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Presentations

  • Uric acid transporter gene SLC22A12 is a chimera of multiple ancestral genes

    Kazuharu Misawa

    2023.2 

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  • Genotype Value Decomposition: Simple Methods for the Computation of Kernel Statistics

    Kazuharu Misawa

    The 67th Annual Meeting of the Japan Society of Human Genetics  2022.12 

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  • A simple method for estimating time-irreversible nucleotide substitution rates in the SARS-CoV-2 genome

    Kazuharu Misawa

    The 94th Annual Meeting of Genetics Society of Japan  2022.9 

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  • Statistical Power of Rare Variant Analysis on Serum Urate Levels

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    The 66th Annual Meeting of the Japan Society of Human Genetics and The 28th Annual Meeting of Japanese Society for Gene Diagnosis ant Therapy  2021.10 

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  • Contribution of Rare Variants of the SLC22A12 Gene to the Missing Heritability of Serum Urate Levels

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    2021.9 

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  • A simple method for estimating time-irreversible nucleotide substitution rates in the SARS-CoV-2 genome

    Kazuharu Misawa

    The 23rd Annual Meeting of Society of Evolutionary Studies, Japan  2021.8 

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  • A time irreversible model of nucleotide substitution for the SARS-CoV-2 evolution

    Kazuharu Misawa

    The 2nd AsiaEvo Conference  2021.8 

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  • Contribution of Rare Variants of the SLC22A12 Gene to the Missing Heritability of Serum Urate Levels Invited

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Promsuk Jutabha, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    IIBMP2020  2020.9 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • Contribution of Rare Variants of the SLC22A12 Gene to the Missing Heritability of Serum Urate Levels

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Promsuk Jutabha, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Masafumi Matsuo, Naohiko Anzai, Masao Nagasaki

    2020.2 

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    Language:Japanese   Presentation type:Oral presentation (general)  

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  • The Continuous Isolation-By-Distance Model Explains Why Genes Mirror Geography Invited

    Kazuharu Misawa

    Molecular Evolution and Medicine  2017.9 

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    Event date: 2017.9

    Language:English  

    Venue:Philadelphia, PA, USA  

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  • Developing an analysis method without mutually disclosing genomic data held by multiple research institutions

    Kazuharu Misawa, Satoshi Hasegawa, Koki Hamada, Koji Chida, Soichi Ogishima, Masao Nagasaki

    The 5th NGS Field Meeting  2017.5 

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  • Association study of rare variants on serum urate level by using whole genome cohort study samples

    Kazuharu Misawa, Takanori Hasegawa, Kaname Kojima, Atsushi Hozawa, Takako Takai-Igarashi, Naoko Minegishi, Jun Yasuda, Soichi Ogishima, Shigeo Kure, Kengo Kinoshita, Masayuki Yamamoto, Masao Nagasaki

    ASHG 2016  2016.10 

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    Language:English  

    Venue:Vancouver, Canada  

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  • Simulation study of the statistical power of haplotype-based association studies

    Kazuharu Misawa

    The 87th Annual Meeting of Genetics Society of Japan  2015.9 

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    Venue:仙台市  

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  • PAFFT: A new homology search algorithm for third-generation sequencers

    Kazuharu Misawa

    The 86th Annual Meeting of Genetics Society of Japan  2014.9 

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  • PAFFT: A new homology search algorithm for third-generation sequencers

    Kazuharu Misawa

    The 16th annual meeting of Japanese Society of Evolution  2014.8 

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  • Haplotype-based association study ontype 2 diabetes using the K computer

    Kazuharu Misawa, Naoyuki Kamatani

    The 58th Annual Meeting of the Japan Society of Human Genetics  2013.11 

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  • The universal trend of amino acid gain-loss is caused by CpG hypermutability.

    Kazuharu Misawa

    Japaneze Society for Evolution  2008.8 

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  • Short tandem repeats in the human, cow, mouse, and chicken genomes are concentrated in the terminal regions of chromosomes

    Kazuharu Misawa

    The 8th annual meeting of Japanese Society of Evolution  2006.8 

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  • Comparative study of codon substitution rates between humans and mice

    Kazuharu Misawa

    The 28th annual meeting of he Molecular Biology Society of Japan  2005.12 

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  • Insertions and deletions occurred in coding regions of human and chimpanzee genomes

    Kazuharu Misawa

    The 76th Annual Meeting of Genetics Society of Japan  2004.9 

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  • Estimation of evolutionary distance by using multiple loci. International conference

    Kazuharu Misawa

    International Symposim "Evolution 2000"  2000.3 

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  • Estimation of the amount of DNA polymorphism when the neutral mutation rate varies among sites

    Kazuharu Misawa, Fumio Tajima

    The 68th Annual Meeting of Genetics Society of Japan  1996.10 

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  • Short tandem repeats in the human, cow, mouse, chicken, and lizard genomes are concentrated in the terminal regions of chromosomes

    Kazuharu Misawa

    SMBE2018  2018.9 

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    Venue:Yokohama, Japan  

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  • 染色体末端のShort Tandem Repeatの進化的起源

    Kazuharu Misawa

    日本進化学会第19回京都大会  2017.8 

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    Venue:京都市  

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  • Privacy preserving Fisher's exact test for GWAS. International conference

    Kazuharu Misawa

    ASHG 2017  2017.10 

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  • Privacy preserving Fisher's exact test for GWAS.

    Kazuharu Misawa

    The Japanese Society of Human Genetics (ASHG) 2017 Annual Meeting  2017.11 

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    Venue:Orlando, Florida  

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  • Privacy preserving Fisher's exact test for GWAS

    Kazuharu Misawa

    2017.1 

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  • Association study of rare variants on serum urate level by using whole genome cohort study samples

    Kazuharu Misawa

    The 2017 Japan-NIH joint Symposium  2017.2 

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    Venue:仙台市  

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  • Distribution of unique sequences in the human genome

    Kazuharu Misawa

    ASHG 2015  2015.10 

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    Venue:Baltimore, America  

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  • PAFFT: A new homology search algorithm for third-generation sequencers

    Kazuharu Misawa

    The 13th International Congress of Human Genetics (ICHG2016)  2016.4 

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    Venue:Sakyo-ku, Kyoto, Japan  

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  • Privacy preserving Fisher's exact test for GWAS International conference

    Kazuharu Misawa

    The 11th International Workshop on Security  2016.9 

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    Venue:Chiyoda, Tokyo, Japan  

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  • The Continuous Isolation-By-Distance Model Explains Why Genes Mirror Geography

    Kazuharu Misawa

    Japanese Society for Human Genetics  2014.11 

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  • ParaHaplo: A program package for haplotype-based whole-genome association study on k computer International conference

    Kazuharu Misawa

    5th AICS international symposium  2014.12 

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  • Is the population of Sado Island genetically close to the population of western Japan?

    Kazuharu Misawa, Hiroshi Watanabe, Akio Yokoseki, Minako Wakasugi, Osamu Onodera, Ichiei Narita, Takeshi Momotsu, Kenji Sato, Naoto Endo

    2019.9 

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  • Multi-allelic method for genome-wide association studies: The kernel trick International conference

    Kazuharu Misawa

    ASHG 2019  2019.10  American Society of Human Genetics

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    Venue:Houston, TX  

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  • Is the population of Sado Island genetically close to the population of western Japan?

    Kazuharu Misawa, Hiroshi Watanabe, Akio Yokoseki, Minako Wakasugi, Osamu Onodera, Ichiei Narita, Takeshi Momotsu, Kenji Sato, Naoto Endo

    Japanese Society for Human Genetics  2019.11 

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  • Rare variants explain a substantial portion of the missing heritability of the uric acid level. International conference

    Kazuharu Misawa

    ASHG 2018  2018.9 

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  • Codon substitution matrix International conference

    Kazuharu Misawa

    Society for Molecular Biology and Evolution  2005.6 

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  • CpG hypermutability accelerates codon substitutions in mammals

    Kazuharu Misawa

    2006 

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  • Divergence times among mammalian orders International conference

    Kazuharu Misawa

    Society for Molecular Biology and Evolution  2002.6 

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  • Estimating Codon Substitution Rates between Human, Chimpanzee and Mouse

    Kazuharu Misawa

    Meeting at National Institute of Genetics  2003.3 

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  • new method for reducing the false positives of gene finding

    Kazuharu Misawa

    Annual Meeting of the Molecular Biology Society of Japan  2003.12 

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  • Phylogenetic position of rabbits in mammalian evolution International conference

    Kazuharu Misawa

    Society for Molecular Biology and Evolution  2001.7 

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  • Phylogenetic position of rabbits in mammalian evolution International conference

    Kazuharu Misawa

    Symposium on evolutionary genomics  2001.11 

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    Venue:Atami, Japan  

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  • A simple method for classifying genes and a bootstrap test for classifications

    Kazuharu Misawa, Fumio Tajima

    Japanese Society for Genetics  1998.9 

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  • Phylogenetic analysis based on multilocus data

    Kazuharu Misawa, Fumio Tajima

    Japanese Society for Genetics  1999.9 

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  • A new algorithm for mapping next-generation sequencing data onto genome sequences of distantly-related species

    Kazuharu Misawa

    Japanese Society of Genetics  2013.9 

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    Language:Japanese   Presentation type:Oral presentation (general)  

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  • ParaHaplo 3.0 International conference

    Kazuharu Misawa, Naoyuki Kamatani

    The 56th Annual Meeting of the Japan Society of Human Genetics, The 11th East Asian Union of Human Genetics (EAUHGS) Annual Meeting  2011.11 

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  • Genome wide association study on the world second fastest supercomputer, k computer.

    Kazuharu Misawa, Naoyuki Kamatani

    84th Meeting of Japanese Society of Genetics  2012.9 

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  • Genome wide association study on the world second fastest supercomputer, k computer.

    Kazuharu Misawa, Naoyuki Kamatani

    57th meeting of Japanese Society of Human Genetics  2012.10 

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  • Genome wide association study on the world fastest supercomputer, the K computer. International conference

    Kazuharu Misawa, Naoyuki Kamatani

    ASHG 2012  2012.11 

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    Venue:San Francisco  

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  • ParaHaplo 2.0: A Program Package for Haplotype-estimation and Haplotype-based Whole-genome Association Study using Parallel Computing

    Kazuharu Misawa

    Japanese Society for Human Genetics  2010.10 

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  • Effect of CpG mutation on codon substitution Invited International conference

    Kazuharu Misawa

    PennState Symposium on Molecular Evolution, State College  2011.3 

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  • Effect of CpG mutation on codon substitution International conference

    Kazuharu Misawa

    SMBE2011  2011.7 

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  • ParaHaplo 3.0: A program package for imputation and a haplotype-based whole-genome association study using hybrid parallel computing. International conference

    Kazuharu Misawa, Naoyuki Kamatani

    12th International Congress of Human Genetics  2011.10 

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  • Genome analysis by using parallel computing

    Kazuharu Misawa, Naoyuki Kamatani

    Japanese Society of Evolution  2010.8 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • ParaHaplo: A Program Package for Haplotype-based Whole-genome Association Study using Parallel Computing

    Kazuharu Misawa, Naoyuki Kamatani

    Japanese Society for Human Genetics  2009.10 

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  • Preparation for running ParaHaplo on k computer

    Kazuharu Misawa, Naoyuki Kamatani

    2nd Biosupercomputing symposium  2010.1 

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  • New correction algorithms for multiple comparisons in case-control multilocus association studies based on haplotypes and diplotype configurations

    Kazuharu Misawa, Shoogo Fujii, Toshimasa Yamazaki, Atsushi Takahashi, Junichi Takasaki, Masao Yanagisawa, Yozo Ohnishi, Yusuke Nakamura, Naoyuki Kamatani

    Japanese Society for Human Genetics  2008.9  The Japan Society of Human Genetics

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    Venue:Yokohama  

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  • New correction algorithms for multiple comparisons in case-control multilocus association studies based on haplotypes and diplotype configurations. International conference

    Kazuharu Misawa, Shoogo Fujii, Toshimasa Yamazaki, Atsushi Takahashi, Junichi Takasaki, Masao Yanagisawa, Yozo Ohnishi, Yusuke Nakamura, Naoyuki Kamatani

    ASHG 2008  2008.10  American Society of Human Genetics

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    Language:English   Presentation type:Poster presentation  

    Venue:Philadelphia, PA  

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  • Multiple origins of algal eyes.

    Kazuharu Misawa

    Japanese Society of Phycology  2009.3 

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  • Estimating Codon Substitution Rates between Human, Chimpanzee and Mouse

    Kazuharu Misawa

    Society for Molecular Biology and Evolution  2006.5 

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  • A codon substitution model that incorporates the effect of the GC contents, the gene density and the density of CpG islands of human chromosomes

    Kazuharu Misawa

    Japanese Society for Antholopology  2007.10 

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    Venue:Niigata  

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  • The universal trend of amino acid gain-loss is caused by CpG hypermutability. International conference

    Kazuharu Misawa

    Society for Molecular Biology and Evolution  2008.6 

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  • Rare variants explain a substantial portion of the missing heritability of the uric acid level

    Kazuharu Misawa

    Japanese Society of Human Genetics  2018.10 

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  • Urate transporters

    Kazuharu Misawa, Eikan Mishima, Motoshi Ouchi, Takanori Hasegawa, Kaname Kojima, Yosuke Kawai, Naohiko Anzai, Masao Nagasaki, Takaaki Abe, Masayuki Yamamoto

    Transporter meeting of the northern japan  2018.12 

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  • Urate transporters

    Kazuharu Misawa, Takanori Hasegawa, Eikan Mishima, Promsuk Jutabha, Motoshi Ouchi, Kaname Kojima, Yosuke Kawai, Naohiko Anzai, Masao Nagasaki

    The 14th Meeting of Japan Transporter Research Association  2019.7  Japan Transporter Research Association

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    Language:Japanese   Presentation type:Poster presentation  

    Venue:Sapporo  

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  • Is the population of Sado Island genetically close to the population of western Japan?

    Kazuharu Misawa

    Kazuharu Misawa, Hiroshi Watanabe, Akio Yokoseki, Minako Wakasugi, Osamu Onodera, Ichiei Narita, Takeshi Momotsu, Kenji Sato, Naoto Endo  2019.8 

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  • 複数の研究機関が持つゲノムデータを相互に開示せず分析する解析手法を開発

    Kazuharu Misawa

    第2回東北メディカル・メガバンク計画合同研究会  2017.12 

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    Language:Japanese   Presentation type:Poster presentation  

    Venue:盛岡市  

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Industrial property rights

  • 正確検定計算装置、正確検定計算方法、およびプログラム

    濱田 浩気, 千田 浩司, 長谷川 聡, 長崎 正朗, 三澤 計治

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    Applicant:日本電信電話株式会社, 国立大学法人東北大学

    Application no:特願2017-176452  Date applied:2017.9

    Announcement no:特開2019-053458  Date announced:2019.4

    J-GLOBAL

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  • フィッシャー正確検定計算装置、方法及びプログラム

    濱田 浩気, 長谷川 聡, 千田 浩司, 長▲崎▼ 正朗, 三澤 計治

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    Applicant:日本電信電話株式会社, 国立大学法人東北大学

    Application no:特願2018-526337  Date applied:2017.6

    Announcement no:特開WO2018-008544  Date announced:2018.1

    Patent/Registration no:特許6699066  Date registered:2020.5  Date issued:2020.5

    J-GLOBAL

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  • 秘密計算システム、秘密計算装置、秘密計算方法、およびプログラム

    濱田 浩気, 千田 浩司, 長谷川 聡, 長▲崎▼ 正朗, 三澤 計治

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    Applicant:日本電信電話株式会社, 国立大学法人東北大学

    Application no:特願526336  Date applied:2017.6

    Announcement no:特開WO2018-008543  Date announced:2018.1

    Patent/Registration no:特許6541048  Date registered:2019.6  Date issued:2019.7

    J-GLOBAL

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  • フィッシャー正確検定計算装置、方法及びプログラム

    千田 浩司, 長谷川 聡, 濱田 浩気, 長▲崎▼ 正朗, 三澤 計治

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    Applicant:日本電信電話株式会社, 国立大学法人東北大学

    Application no:特願2018-526334  Date applied:2017.6

    Announcement no:特開WO2018-008541  Date announced:2018.1

    Patent/Registration no:特許6682105  Date registered:2020.3  Date issued:2020.4

    J-GLOBAL

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Works

  • 神戸大学 集団遺伝学概論 講義

    2011

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Awards

  • Best paper award

    2017.6   DICOMO2017   Privacy preserving Fisher's exact test for GWAS

    Satoshi Hasegawa, Koki Hamada, Kazuharu Misawa, Koji Chida, Soichi Ogishima, Masao Nagasaki

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  • Top Reviewer in 2011

    2011   Molecular Phylogenetics and Evolution  

    Kazuharu Misawa

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  • Presentation award

    2008.3   Japanese Society for Plant Systematics   Morphological variation and intraspecific phylogeny of the ubiquitous species Chara braunii (Charales, Charophyceae) in Japan.

    Kato, S, Sakayama, H, Misawa, K. Sano S, Kasai, F, Watanabe, M. M, Tanaka, J, Nozaki, H

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Research Projects

  • Development and Application of High-Speed Genome Analysis Algorithms Using Dimensionality Reduction Techniques

    2024.8 - 2025.3

    kazuharu misawa

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  • Search for uric acid-related variations by genomic analysis of the Nagahama and Sado cohorts

    2020.4 - 2023.3

    Japan Society for the Promotion of Science  Grant-in-Aid for Scientific Research (C)

    Eikan Mishima, Motochi Ouchi

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  • Backcross of inbred Suncus for Elucidating the Genetic Mechanism in Postoperative Nausea and Vomiting

    Grant number:19K22647  2019.6 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Challenging Research (Exploratory)

    Shigekazu Sugino

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    Grant type:Competitive

    Grant amount:\6500000 ( Direct Cost: \5000000 、 Indirect Cost:\1500000 )

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  • Development of a disease risk estimation model with genetic and environmental factors for uric acid level.

    Grant number:17K08682  2017.4 - 2021.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    MISAWA Kazuharu

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    Authorship:Principal investigator  Grant type:Competitive

    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    Gout is a common arthritis caused by monosodium urate crystals. The heritability of serum urate levels is estimated to be 30% - 70%; however, common genetic variants account for only 7.9% of the variance in serum urate levels. This discrepancy is an example of missing heritability. The missing heritability suggests that variants associated with uric acid levels are yet to be found. By using genomic sequences of the ToMMo cohort, we identified rare variants of the SLC22A12 gene which encodes a urate transporter called URAT1. We identified new variants and carried out experiments to examine whether they affect the resulting protein variants. We grouped the participants with variants affecting urate uptake by URAT1 and analyzed the variance of serum urate levels. The results showed that the heritability explained by the SLC22A12 variants of men and women exceeds 10%, suggesting that rare variants underlie a substantial portion of the missing heritability of serum

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  • Whole transcriptome analysis of the brain in a shrew model of postoperative nausea and vomiting

    Grant number:16K10951  2016.4 - 2019.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Sugino Shigekazu, KONNO Daisuke, SUZUKI Jun, MISAWA Kazuharu, SHIBATA Tomoko, KAWAI Yosuke, IMAMURA Yuka, NAGASAKI Masao, KIDO Kanta

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    Postoperative nausea and vomiting (PONV) is a serious complication after emergence from general anesthesia. However, the molecular mechanisms underlying PONV have not been fully elucidated. Musk shrews are used for emetic research worldwide because standard laboratory animals, such as rats and mice, are not capable of vomiting. The aims of this study were to determine changes in gene expression in the shrew brainstem and to try to determine the causative genes for PONV. The results of a behavioral study showed that emetic episodes occurred in the PONV model shrews but not in naive shrews. Whole transcriptome sequencing showed that EGR1 gene expression levels in the gonadotropin-releasing hormone signaling pathway were significantly altered in the PONV model. We focused on EGR1 transcription factor as a candidate associated with PONV. The findings suggested that the change in EGR1 gene expression level may be involved in the molecular mechanisms underlying the development of PONV.

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Teaching Experience

  • Special Lecture of Human Population Genetics #1

    2023.7 Institution:The University of Tokyo

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  • Bioinformatics special lecture

    2022.10 Institution:Yokohama City University

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  • Introduction to Clinical Medicine

    2022.9 Institution:Yokohama City University, Faculty of Science

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  • Environmental Molecular Medicine

    2022.4 Institution:Yokohama City University

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  • Etiology and pathology A2

    2019.11 - 2021.3 Institution:Kansai Medical University

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    Level:Undergraduate (specialized)  Country:Japan

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  • Bio

    2016.6 - 2018.6 Institution:Tohoku University, Graduate School of Medicine

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  • Population Genetics

    2011.2 Institution:Kobe University, Faculty of Science

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    Level:Undergraduate (specialized)  Country:Japan

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