Predicting mild familial exudative vitreoretinopathy with autosomal dominant inheritance using deep learning.
Sci Rep in press.
本部門では、ゲノム情報に基づく個別化医療「Precision Medicine」とゲノム医学の発展を目指し、 臨床検体やコホート研究から得られたシーケンスデータをもとに、希少疾患、自己炎症性疾患、 自己免疫疾患、がんなど多様な病態の機序解明に取り組んでいます。
ゲノムワイド関連解析(GWAS)、全ゲノムシーケンス(WGS)、エクソーム解析(WES)、 RNA-seq やメタゲノム解析などのオミックスデータを統合し、 高度バイオインフォマティクスと統計遺伝学を駆使した包括的な解析アプローチによって、 新たな疾患関連遺伝子やリスク因子の同定を行っています。
臨床情報・画像データ・ゲノム情報を統合し、診断補助、治療方針決定、予後予測に役立つ バイオマーカー探索を行います。
全ゲノム / パネルシーケンス、多様なコホートからのビッグデータを蓄積し、 学内外の共同研究を推進しています。
ヒトゲノムリファレンスデータベースや、臨床・検査データを統合したレジストリを構築し、 診療・研究の両面を支援しています。
遺伝性疾患・がん・感染症など、多様な疾患を対象に、 ゲノム解析とオミックス解析を組み合わせた研究を展開しています。
Predicting mild familial exudative vitreoretinopathy with autosomal dominant inheritance using deep learning.
Sci Rep in press.
Whole-genome sequencing of 3135 individuals representing the genetic diversity of the Japanese population.
J Hum Genet in press.
Novel Pathogenic Variant of ZFYVE26 in Hereditary Spastic Paraplegia.
Neurol Clin Neurosci 14:102–104
HMGA2 expression links tumor evolution and microenvironment dynamics to systemic therapy response in clear cell renal cell carcinoma.
J Immunother Cancer 13(11):e012568.
Anamorelin in Cancer Cachexia: Gut Microbiota Effects and CONUT Score as a Predictor of Response.
In Vivo 39(6):3626-3635.
Elderly-onset iatrogenic cerebral amyloid angiopathy presenting with lobar and deep haemorrhages.
BMJ Case Rep 18(10):e267435.
Fecal Bifidobacterium serves as a predictor of postoperative recurrence after neoadjuvant chemotherapy in pancreatic cancer.
Gastro Hep Adv 5(1):100779.
Whole-genome sequencing reveals rare and structural variants contributing to psoriasis and identifies CERCAM as a risk gene.
Cell Genom 5(10):100978.
The Arf pathway is required for resolving ER stress during T cell activation.
Int Immunol 37(10):611-624.
Molecular Insights into the Superiority of Platelet Lysate over FBS for hASC Expansion and Wound Healing.
Cells 14(15):1154.
Nerve Enlargement in Patients with INF2 Variants Causing Peripheral Neuropathy and Focal Segmental Glomerulosclerosis.
Biomedicines 13(1):127.
Blood DNA virome associates with autoimmune diseases and COVID-19.
Nat Genet 57(1):65-79.
Raman signatures of type A and B influenza viruses: molecular origin of the "catch and kill" inactivation mechanism mediated by micrometric silicon nitride powder.
RSC Chem Biol 6(2):182-208.
Familial exudative vitreoretinopathy with and without pathogenic variants of Norrin/β-catenin signaling genes.
Ophthalmol Sci 100514.
Comprehensive HLA Typing from a Current Allele Database Using Next-Generation Sequencing Data.
Methods and Protocols: HLA Typing 67-75.
OLIG2 translocates to chromosomes during mitosis via a temperature downshift: A novel neural cold response of mitotic bookmarking.
Gene 891:147829.
Dysbiosis of the gut microbiota as a susceptibility factor for Kawasaki disease.
Front Immunol 14:1268453.
Raman fingerprints of SARS-CoV-2 Omicron subvariants: molecular roots of virological characteristics and evolutionary directions.
ACS Infect Dis 9(11):2226-2251.
Raman Multi-Omic Snapshot and Statistical Validation of Structural Differences between Herpes Simplex Type I and Epstein–Barr Viruses.
Int J Mol Sci 24(21):15567.
Relationship between circulating mitochondrial DNA and microRNA in patients with major depression.
J Affect Disord 339:538-546.
Changes in Multiple microRNA Levels with Antidepressant Treatment Are Associated with Remission and Interact with Key Pathways: A Comprehensive microRNA Analysis.
Int J Mol Sci 24(15):12199.
Characterization of cytoskeletal and structural effects of INF2 variants causing glomerulopathy and neuropathy.
Sci Rep 13(1):12003.
Cold-induced vasodilation response in a Japanese cohort: insights from cold-water immersion and genome-wide association studies.
J Physiol Anthropol 42(1):2.
Rap1 organizes lymphocyte front-back polarity via RhoA signaling and talin1.
iScience 26(8):107292.
OLIG2 is an in vivo bookmarking transcription factor in the developing neural tube in mouse.
J Neurochem 165(3):303-317.
Ago2 and a miRNA reduce Topoisomerase 1 for enhancing DNA cleavage in antibody diversification by activation-induced cytidine deaminase.
Proc Natl Acad Sci USA 120(18):e2216918120.
Adenoid Ameloblastoma with BRAF p.V600E Mutation Revealing Ameloblastomatous Origin: A First Case Report.
Head Neck Pathol 17:788-792.
Areas of Crush Nuclear Streaming Should Be Included as Tumor Content in the Era of Molecular Diagnostics.
Cancers 15(6):1910.
Deep learning-based predictions of clear and eosinophilic phenotypes in clear cell renal cell carcinoma.
Mod Pathol 131:68-78.
Successful pregnancy and delivery in a young-onset hypertrophic cardiomyopathy patient with a novel doublet-base substitution in the MYH7 gene.
J Cardiol Cases 27(1):8-11.
Multidimensional analyses of the pathomechanism caused by the non-catalytic GNE variant, c.620A>T, in patients with GNE myopathy.
Sci Rep 12(1):21806.
Accelerated Angiogenesis of Human Umbilical Vein Endothelial Cells Under Negative Pressure Was Associated With the Regulation of Gene Expression Involved in the Proliferation and Migration.
Ann Plast Surg 89(6):e51-e59.
Development and validation of a vascularity-based architectural classification for clear cell renal cell carcinoma: correlation with conventional pathological prognostic factors, gene expression patterns, and clinical outcomes.
Mod Pathol 35(6):816-824.
Multiple Pre-Treatment miRNAs Levels in Untreated Major Depressive Disorder Patients Predict Early Response to Antidepressants and Interact with Key Pathways.
Int J Mol Sci 23(7):3873.
PBRM1 Immunohistochemical Expression Profile Correlates with Histomorphological Features and Endothelial Expression of Tumor Vasculature for Clear Cell Renal Cell Carcinoma.
Cancers (Basel) 14(4):1062.
Histologic-Based Tumor-Associated Immune Cells Status in Clear Cell Renal Cell Carcinoma Correlates with Gene Signatures Related to Cancer Immunity and Clinical Outcomes.
Biomedicines 10(2):323.
PDK2 leads to cisplatin resistance through suppression of mitochondrial function in ovarian clear cell carcinoma.
Cancer Sci 112:4627-4640.
Eosinophilic features in clear cell renal cell carcinoma correlate with outcomes of immune checkpoint and angiogenesis blockade.
J Immunother Cancer 9(9):e002922.
Upregulation of cathepsin L gene under mild cold conditions in young Japanese male adults.
J Physiol Anthropol 40(1):16.
Positive renal familial history in IgA nephropathy is associated with worse renal outcomes: a single-center longitudinal study.
BMC Nephrol 22(1):230.
Population dynamics in the Japanese Archipelago since the Pleistocene revealed by the complete mitochondrial genome sequences.
Sci Rep 11(1):12018.
Genotype-Phenotype Correlations in RP1-Associated Retinal Dystrophies: A Multi-Center Cohort Study in JAPAN.
J Clin Med 10(11):2265.
Combined Single Nucleotide Variants of ORAI1 and BLK in a Child with Refractory Kawasaki Disease.
Children 8(6):433.
Genome-wide association study of individual differences of human lymphocyte profiles using large-scale cytometry data.
J Hum Genet 66(6):557-567.
Thiazoline-related innate fear stimuli orchestrate hypothermia and anti-hypoxia via sensory TRPA1 activation.
Nat Commun 12(1):2074.
Digenic mutations in ALDH2 and ADH5 impair formaldehyde clearance and cause a multisystem disorder, AMeD syndrome.
Sci Adv 6(51):eabd7197.
EYS is a major gene involved in retinitis pigmentosa in Japan: genetic landscapes revealed by stepwise genetic screening.
Sci Rep 10(1):20770.
Population-specific and trans-ancestry genome-wide analyses identify distinct and shared genetic risk loci for coronary artery disease.
Nat Genet 52(11):1169-1177.
A multi-ethnic meta-analysis identifies novel genes, including ACSL5, associated with amyotrophic lateral sclerosis.
Commun Biol 3(1):526.
Genomic Heritabilities and Correlations of 17 Traits Related to Obesity and Associated Conditions in the Japanese Population.
G3 (Bethesda) 10(7):2221-2228.
Contribution of Rare Variants of the SLC22A12 Gene to the Missing Heritability of Serum Urate Levels.
Genetics 214(4):1079-1090.
Legacy Data Confounds Genomics Studies.
Mol Biol Evol 37(1):2-10.
Association of ALPL variants with serum alkaline phosphatase and bone traits in the general Japanese population: The Nagahama Study.
J Hum Genet 65(3):337-343.
Is the population of Sado Island genetically close to the population of western Japan?
Hum Genome Var 6:26.
IgG4-related disease in the Japanese population: a genome-wide association study.
Lancet Rheumatol 1(1):e14-e22.
Construction of JRG (Japanese reference genome) with single-molecule real-time sequencing.
Hum Genome Var 6:27.
Genetic basis for plasma amino acid concentrations based on absolute quantification: a genome-wide association study in the Japanese population.
Eur J Hum Genet 27(4):621-630.
Construction of full-length Japanese reference panel of class I HLA genes with single-molecule, real-time sequencing.
Pharmacogenomics J 19(2):136-146.
Accurate diagnosis of mismatch repair deficiency in colorectal cancer using high-quality DNA samples from cultured stem cells.
Oncotarget 9(101):37534-37548.
Regional genetic differences among Japanese populations and performance of genotype imputation using whole-genome reference panel of the Tohoku Medical Megabank Project.
BMC Genomics 19(1):551.
Population-scale whole genome sequencing identifies 271 highly polymorphic short tandem repeats from Japanese population.
Heliyon 4(5):e00625.
MAFB Mutation Causes Focal Segmental Glomerulosclerosis with Duane Retraction Syndrome.
Kidney Int 94(2):396-407.
Expansions of intronic TTTCA and TTTTA repeats in benign adult familial myoclonic epilepsy.
Nat Genet 50:581-590.
Risk allele of FZD4 gene for familial exudative vitreoretinopathy.
Ophthalmic Genet 39(3):405-406.
Exome Sequencing Landscape Analysis in Ovarian Clear Cell Carcinoma Shed Light on Key Chromosomal Regions and Mutation Gene Networks.
Am J Pathol 187(10):2246-2258.
HLA-HD: An accurate HLA typing algorithm for next-generation sequencing data.
Hum Mutat 38(7):788-797.
A burden of rare variants in BMPR2 and KCNK3 contributes to a risk of familial pulmonary arterial hypertension.
BMC Pulm Med 17(1):57.
AP-SKAT: highly-efficient genome-wide rare variant association test.
BMC Genomics 17(1):745.
Contribution of a non-classical HLA gene, HLA-DOA, to the risk of rheumatoid arthritis.
Am J Hum Genet 99(2):366-374.
STR-realigner: a realignment method for short tandem repeat regions.
BMC Genomics 17(1):991.
Comprehensive Assessment of the Expression of the SWI/SNF Complex Defines Two Distinct Prognostic Subtypes of Ovarian Clear Cell Carcinoma.
Oncotarget 7(34):54758-54770.
A live-born diploid foetus complicated with partial molar pregnancy presenting with preeclampsia, maternal anaemia, and seemingly huge placenta: a rare case of confined placental mosaicism and literature review.
J Obstet Gynaecol Res 42(8):911-917.
Human Genetic Variation Database, a reference database of genetic variations in the Japanese population.
J Hum Genet 61:547-553.
Next-generation sequencing-based comprehensive molecular analysis of 43 Japanese patients with cone and cone-rod dystrophies.
Mol Vis 22:150-160.
A comprehensive genomic analysis reveals the genetic landscape of mitochondrial respiratory chain complex deficiencies.
PLOS Genet 12(1):e1005679.
Comprehensive molecular diagnosis of a large cohort of Japanese retinitis pigmentosa and Usher syndrome patients by next-generation sequencing.
Invest Ophthalmol Vis Sci 55(11):7369-7375, 2014.
The use of next-generation sequencing in molecular diagnosis of neurofibromatosis type 1: A validation study.
Genet Test Mol Biomarkers 18(11):722-735, 2014.
Large-scale East-Asian eQTL mapping reveals novel candidate genes for LD mapping and the genomic landscape of transcriptional effects of sequence variants.
PLoS One 9(6):e100924, 2014.
A definitive haplotype map of structural variations determined by microarray analysis of duplicated haploid genomes.
Genomics Data 2:55-59, 2014.
Novel Germline Mutation in the Transmembrane Domain of HER2 in Familial Lung Adenocarcinomas.
J Natl Cancer Inst 106(1), 2014.
ERBB4 mutations that disrupt the neuregulin-ErbB4 pathway cause amyotrophic lateral sclerosis type 19.
Am J Hum Genet 93(5):900-905, 2013.
CSF1R mutations identified in three families with autosomal dominantly inherited leukoencephalopathy.
Am J Med Genet B 159B(8):951-957, 2012.
Single Nucleotide Polymorphisms in ABCC2 Associate With Tenofovir-Induced Kidney Tubular Dysfunction in Japanese Patients With HIV-1 Infection: A Pharmacogenetic Study.
Clin Infect Dis 55(11):1558-1567, 2012.
Extremely slow rate of evolution in the HOX cluster revealed by comparison between Tanzanian and Indonesian coelacanths.
Gene 505(2):324-332, 2012.
A genome-wide association study identified AFF1 as a susceptibility locus for systemic lupus erythematosus in Japanese.
PLOS Genet 8(1):e1002455, 2012.
Identification of nine novel loci associated with white blood cell subtypes in a Japanese population.
PLOS Genet 7(6):e1002067, 2011.
A definitive haplotype map as determined by genotyping duplicated haploid genomes finds a predominant haplotype preference at copy-number variation events.
Am J Hum Genet 86(6):918-928, 2010.
Estimation of SNP allele frequencies by SSCP analysis of pooled DNA.
Methods Mol Biol 578:193-207, 2009.
Evaluation of haplotype inference using definitive haplotype data obtained from complete hydatidiform moles, and its significance for the analyses of positively selected regions.
PLOS Genet 5(5):e1000468, 2009.
Narrowing of the regions of allelic losses of chromosome 1p36 in meningioma tissues by an improved SSCP analysis.
Int J Cancer 122(8):1820-1826, 2008.
D-HaploDB: a database of definitive haplotypes determined by genotyping complete hydatidiform mole samples.
Nucleic Acids Res 35:D685-689, 2007.
Genome-wide definitive haplotypes determined using a collection of complete hydatidiform moles.
Genome Res 15(11):1511-1518, 2005.
dbQSNP: a database of SNPs in human promoter regions with allele frequency information determined by single-strand conformation polymorphism-based method.
Hum Mutat 26(2):69-77, 2005.
Allelic losses of chromosome 10 in glioma tissues detected by quantitative single-strand conformation polymorphism analysis.
Clin Chem 52(3):370-378, 2005.
Single-stranded conformational polymorphism analysis using automated capillary array electrophoresis apparatus.
BioTechniques 34(4):746-750, 2003.
A software for machine-independent quantitative interpretation of SSCP in capillary array electrophoresis (QUISCA).
BioTechniques 33(6):1342-1348, 2002.
A single-strand conformation polymorphism method for the large-scale analysis of mutations/ polymorphisms using capillary array electrophoresis.
Electrophoresis 23(14):2259-2266, 2002.
Ordered catenation of sequence-tagged sites and multiplex SNP genotyping by sequencing.
Nucleic Acids Res 30(3):e11, 2002.
Precise estimation of allele frequencies of single-nucleotide polymorphisms by a quantitative SSCP analysis of pooled DNA.
Am J Hum Genet 68(1):214-218, 2001.
Differential decreases in c-fos and aldolase C mRNA expression in the rat cerebellum after repeated administration of methamphetamine.
Brain Res Mol Brain Res 64(1):119-131, 1999.
Molecular basis of hereditary methaemoglobinaemia, types I and II: two novel mutations in the NADH-cytochrome b5 reductase gene.
Br J Haematol 103:922-930, 1998.
ゲノム解析部門では、大学院生・ポスドク・技術補佐員など、ゲノム解析・統計遺伝学・バイオインフォマティクス・ 医学研究に興味のある方を広く募集しています。
医学部出身者に限らず、理学・工学・情報系など多様なバックグラウンドの方の参加を歓迎します。 ゲノムデータ解析の経験がなくても、意欲があれば一から丁寧に指導します。
ゲノム医学研究に興味がある修士課程および博士課程の大学院生を受け入れています。