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1.
EBioMedicine ; 60: 103033, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32980694

RESUMO

BACKGROUND: National Comprehensive Cancer Network (NCCN) recently recommended germline genetic testing for all pancreatic cancer patients. However, the genes targeted by genetic testing and the feasibility of selecting patients likely to carry pathogenic variants have not been sufficiently verified. The purpose of this study was to genetically characterize Japanese patients and examine whether the current guideline is applicable in this population. METHODS: Using targeted sequencing, we analyzed the coding regions of 27 cancer-predisposing genes in 1,005 pancreatic cancer patients and 23,705 controls in Japan. We compared the pathogenic variant frequency between cases and controls and documented the demographic and clinical characteristics of carrier patients. We then examined if it was possible to use machine learning to predict carrier status based on those characteristics. FINDINGS: We identified 205 pathogenic variants across the 27 genes. Pathogenic variants in BRCA2, ATM, and BRCA1 were significantly associated with pancreatic cancer. Characteristics associated with carrier status were inconsistent with previous investigations. Machine learning classifiers had a low performance in determining the carrier status of pancreatic cancer patients, while the same classifiers, when applied to breast cancer data as a positive control, had a higher performance that was comparable to that of the NCCN guideline. INTERPRETATION: Our findings support the clinical significance of multigene panel testing for pancreatic cancer and indicate that at least 3.4% of Japanese patients may respond to poly (ADP ribose) polymerase inhibitor treatments. The difficulty in predicting carrier status suggests that offering germline genetic testing for all pancreatic cancer patients is reasonable. FUNDING: AMED under Grant Number JP19kk0305010 and Australian National Health and Medical Research funding (ID177524).


Assuntos
Alelos , Predisposição Genética para Doença , Mutação em Linhagem Germinativa , Neoplasias Pancreáticas/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Proteína BRCA1/genética , Proteína BRCA2/genética , Biologia Computacional/métodos , Feminino , Estudos de Associação Genética , Testes Genéticos , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Anotação de Sequência Molecular , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/mortalidade , Curva ROC , Adulto Jovem
2.
Nat Commun ; 10(1): 5175, 2019 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-31729369

RESUMO

Kidney stone disease (nephrolithiasis) is a major clinical and economic health burden with a heritability of ~45-60%. We present genome-wide association studies in British and Japanese populations and a trans-ethnic meta-analysis that include 12,123 cases and 417,378 controls, and identify 20 nephrolithiasis-associated loci, seven of which are previously unreported. A CYP24A1 locus is predicted to affect vitamin D metabolism and five loci, DGKD, DGKH, WDR72, GPIC1, and BCR, are predicted to influence calcium-sensing receptor (CaSR) signaling. In a validation cohort of only nephrolithiasis patients, the CYP24A1-associated locus correlates with serum calcium concentration and a number of nephrolithiasis episodes while the DGKD-associated locus correlates with urinary calcium excretion. In vitro, DGKD knockdown impairs CaSR-signal transduction, an effect rectified with the calcimimetic cinacalcet. Our findings indicate that studies of genotype-guided precision-medicine approaches, including withholding vitamin D supplementation and targeting vitamin D activation or CaSR-signaling pathways in patients with recurrent kidney stones, are warranted.


Assuntos
Cálcio/metabolismo , Cálculos Renais/genética , Vitamina D/metabolismo , Adulto , Idoso , Povo Asiático/genética , Diacilglicerol Quinase/genética , Diacilglicerol Quinase/metabolismo , Feminino , Variação Genética , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Japão , Cálculos Renais/metabolismo , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Estudos Prospectivos , Proteínas/genética , Proteínas/metabolismo , Receptores de Detecção de Cálcio/genética , Receptores de Detecção de Cálcio/metabolismo , Reino Unido , População Branca/genética
3.
Nat Commun ; 9(1): 1977, 2018 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-29773799

RESUMO

Population studies elucidating the genetic architecture of reproductive ageing have been largely limited to European ancestries, restricting the generalizability of the findings and overlooking possible key genes poorly captured by common European genetic variation. Here, we report 26 loci (all P < 5 × 10-8) for reproductive ageing, i.e. puberty timing or age at menopause, in a non-European population (up to 67,029 women of Japanese ancestry). Highlighted genes for menopause include GNRH1, which supports a primary, rather than passive, role for hypothalamic-pituitary GnRH signalling in the timing of menopause. For puberty timing, we demonstrate an aetiological role for receptor-like protein tyrosine phosphatases by combining evidence across population genetics and pre- and peri-pubertal changes in hypothalamic gene expression in rodent and primate models. Furthermore, our findings demonstrate widespread differences in allele frequencies and effect estimates between Japanese and European associated variants, highlighting the benefits and challenges of large-scale trans-ethnic approaches.


Assuntos
Envelhecimento/genética , Povo Asiático/genética , Loci Gênicos/fisiologia , Menarca/genética , Menopausa/genética , Adolescente , Adulto , Fatores Etários , Animais , Criança , Feminino , Regulação da Expressão Gênica no Desenvolvimento/fisiologia , Frequência do Gene/fisiologia , Variação Genética/fisiologia , Humanos , Hipotálamo/metabolismo , Japão , Macaca mulatta , Metanálise como Assunto , Pessoa de Meia-Idade , Modelos Animais , Ratos Sprague-Dawley , População Branca/genética
4.
Am J Hum Genet ; 97(2): 337-42, 2015 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-26211971

RESUMO

Adolescent idiopathic scoliosis (AIS) is the most common spinal deformity. We previously conducted a genome-wide association study (GWAS) and detected two loci associated with AIS. To identify additional loci, we extended our GWAS by increasing the number of cohorts (2,109 affected subjects and 11,140 control subjects in total) and conducting a whole-genome imputation. Through the extended GWAS and replication studies using independent Japanese and Chinese populations, we identified a susceptibility locus on chromosome 9p22.2 (p = 2.46 × 10(-13); odds ratio = 1.21). The most significantly associated SNPs were in intron 3 of BNC2, which encodes a zinc finger transcription factor, basonuclin-2. Expression quantitative trait loci data suggested that the associated SNPs have the potential to regulate the BNC2 transcriptional activity and that the susceptibility alleles increase BNC2 expression. We identified a functional SNP, rs10738445 in BNC2, whose susceptibility allele showed both higher binding to a transcription factor, YY1 (yin and yang 1), and higher BNC2 enhancer activity than the non-susceptibility allele. BNC2 overexpression produced body curvature in developing zebrafish in a gene-dosage-dependent manner. Our results suggest that increased BNC2 expression is implicated in the etiology of AIS.


Assuntos
Cromossomos Humanos Par 9/genética , Proteínas de Ligação a DNA/genética , Predisposição Genética para Doença , Fenótipo , Polimorfismo de Nucleotídeo Único/genética , Escoliose/genética , Adolescente , Animais , China , Proteínas de Ligação a DNA/metabolismo , Embrião não Mamífero/metabolismo , Embrião não Mamífero/patologia , Estudo de Associação Genômica Ampla , Humanos , Japão , Luciferases , Razão de Chances , Escoliose/patologia , Fator de Transcrição YY1/metabolismo , Peixe-Zebra
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