Identifying and correcting for misspecifications in GWAS summary statistics and polygenic scores DOI Creative Commons
Florian Privé, Julyan Arbel, Hugues Aschard

и другие.

Human Genetics and Genomics Advances, Год журнала: 2022, Номер 3(4), С. 100136 - 100136

Опубликована: Авг. 18, 2022

Publicly available genome-wide association studies (GWAS) summary statistics exhibit uneven quality, which can impact the validity of follow-up analyses. First, we present an overview possible misspecifications that come with GWAS statistics. Then, in both simulations and real-data analyses, show additional information such as imputation INFO scores, allele frequencies, per-variant sample sizes be used to detect issues correct for One important motivation us is improve predictive performance polygenic scores built from these Unfortunately, owing lack reporting standards statistics, this not systematically reported. We also using well-matched linkage disequilibrium (LD) references model fit translate into more accurate prediction. Finally, discuss how make score methods lassosum LDpred2 robust their power.

Язык: Английский

15 years of GWAS discovery: Realizing the promise DOI Creative Commons
Abdel Abdellaoui, Loïc Yengo, Karin J. H. Verweij

и другие.

The American Journal of Human Genetics, Год журнала: 2023, Номер 110(2), С. 179 - 194

Опубликована: Янв. 11, 2023

Язык: Английский

Процитировано

292

Depression pathophysiology, risk prediction of recurrence and comorbid psychiatric disorders using genome-wide analyses DOI
Thomas D. Als, Mitja Kurki, Jakob Grove

и другие.

Nature Medicine, Год журнала: 2023, Номер 29(7), С. 1832 - 1844

Опубликована: Июль 1, 2023

Язык: Английский

Процитировано

154

Genotyping and population characteristics of the China Kadoorie Biobank DOI Creative Commons
Robin Walters, Iona Y. Millwood, Kuang Lin

и другие.

Cell Genomics, Год журнала: 2023, Номер 3(8), С. 100361 - 100361

Опубликована: Июль 20, 2023

The China Kadoorie Biobank (CKB) is a population-based prospective cohort of >512,000 adults recruited from 2004 to 2008 10 geographically diverse regions across China. Detailed data questionnaires and physical measurements were collected at baseline, with additional three resurveys involving ∼5% surviving participants. Analyses genome-wide genotyping, for >100,000 participants using custom-designed Axiom arrays, reveal extensive relatedness, recent consanguinity, signatures reflecting large-scale population movements Chinese history. Systematic association studies incident disease, captured through electronic linkage death disease registries the national health insurance system, replicate established loci identify 14 novel associations. Together candidate drug targets risk factors contributions international genetics consortia, these demonstrate breadth, depth, quality CKB data. Ongoing high-throughput omics assays biosamples planned whole-genome sequencing will further enhance scientific value this biobank.

Язык: Английский

Процитировано

73

Single-cell genomics meets human genetics DOI
Anna Cuomo, Aparna Nathan, Soumya Raychaudhuri

и другие.

Nature Reviews Genetics, Год журнала: 2023, Номер 24(8), С. 535 - 549

Опубликована: Апрель 21, 2023

Язык: Английский

Процитировано

72

Genes and Athletic Performance: The 2023 Update DOI Open Access
Ekaterina A. Semenova, Elliott C. R. Hall, Ildus I. Ahmetov

и другие.

Genes, Год журнала: 2023, Номер 14(6), С. 1235 - 1235

Опубликована: Июнь 8, 2023

Phenotypes of athletic performance and exercise capacity are complex traits influenced by both genetic environmental factors. This update on the panel markers (DNA polymorphisms) associated with athlete status summarises recent advances in sports genomics research, including findings from candidate gene genome-wide association (GWAS) studies, meta-analyses, involving larger-scale initiatives such as UK Biobank. As end May 2023, a total 251 DNA polymorphisms have been status, which 128 were positively at least two studies (41 endurance-related, 45 power-related, 42 strength-related). The most promising include

Язык: Английский

Процитировано

72

Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts DOI Creative Commons
Ying Wang, Shinichi Namba, Esteban A. Lopera-Maya

и другие.

Cell Genomics, Год журнала: 2023, Номер 3(1), С. 100241 - 100241

Опубликована: Янв. 1, 2023

Polygenic risk scores (PRSs) have been widely explored in precision medicine. However, few studies thoroughly investigated their best practices global populations across different diseases. We here utilized data from Global Biobank Meta-analysis Initiative (GBMI) to explore methodological considerations and PRS performance 9 biobanks for 14 disease endpoints. Specifically, we constructed PRSs using pruning thresholding (P + T) PRS-continuous shrinkage (CS). For both methods, a European-based linkage disequilibrium (LD) reference panel resulted comparable or higher prediction accuracy compared with several other non-European-based panels. PRS-CS overall outperformed the classic P T method, especially endpoints SNP-based heritability. Notably, is heterogeneous endpoints, biobanks, ancestries, asthma, which has known variation prevalence populations. Overall, provide lessons construction, evaluation, interpretation GBMI resources highlight importance of biobank-scale genomics era.

Язык: Английский

Процитировано

69

The genetic architecture and evolution of the human skeletal form DOI Open Access
Eucharist Kun, Emily Javan, Olivia S. Smith

и другие.

Science, Год журнала: 2023, Номер 381(6655)

Опубликована: Июль 20, 2023

The human skeletal form underlies bipedalism, but the genetic basis of proportions (SPs) is not well characterized. We applied deep-learning models to 31,221 x-rays from UK Biobank extract a comprehensive set SPs, which were associated with 145 independent loci genome-wide. Structural equation modeling suggested that limb exhibited strong sharing width and torso proportions. Polygenic score analysis identified specific associations between osteoarthritis hip knee SPs. In contrast other traits, SP enriched in accelerated regions regulatory elements genes are differentially expressed humans great apes. Combined, our work identifies variants affect ties major evolutionary facet anatomical change pathogenesis.

Язык: Английский

Процитировано

54

Recent advances in Forensic DNA Phenotyping of appearance, ancestry and age DOI Creative Commons
Manfred Kayser, Wojciech Branicki, Walther Parson

и другие.

Forensic Science International Genetics, Год журнала: 2023, Номер 65, С. 102870 - 102870

Опубликована: Апрель 7, 2023

Forensic DNA Phenotyping (FDP) comprises the prediction of a person's externally visible characteristics regarding appearance, biogeographic ancestry and age from crime scene samples, to provide investigative leads help find unknown perpetrators that cannot be identified with forensic STR-profiling. In recent years, FDP has advanced considerably in all its three components, which we summarize this review article. Appearance broadened beyond eye, hair skin color additionally comprise other traits such as eyebrow color, freckles, structure, loss men, tall stature. Biogeographic inference progressed continental sub-continental detection resolving co-ancestry patterns genetically admixed individuals. Age estimation widened blood more somatic tissues saliva bones well new markers tools for semen. Technological progress allowed forensically suitable technology largely increased multiplex capacity simultaneous analysis hundreds predictors targeted massively parallel sequencing (MPS). Forensically validated MPS-based predicting i) several appearance traits, ii) multi-regional ancestry, iii) together iv) different tissue types, are already available. Despite advances will likely increase impact criminal casework near future, moving reliable level detail accuracy police investigators may desire, requires further intensified scientific research technical developments validations necessary funding.

Язык: Английский

Процитировано

53

Step by step: towards a better understanding of the genetic architecture of Alzheimer’s disease DOI Creative Commons
Jean‐Charles Lambert, Alfredo Ramı́rez,

Benjamin Grenier‐Boley

и другие.

Molecular Psychiatry, Год журнала: 2023, Номер 28(7), С. 2716 - 2727

Опубликована: Май 2, 2023

Alzheimer's disease (AD) is considered to have a large genetic component. Our knowledge of this component has progressed over the last 10 years, thanks notably advent genome-wide association studies and establishment consortia that make it possible analyze hundreds thousands cases controls. The characterization dozens chromosomal regions associated with risk developing AD (in some loci) causal genes responsible for observed signal confirmed involvement major pathophysiological pathways (such as amyloid precursor protein metabolism) opened up new perspectives central role microglia inflammation). Furthermore, large-scale sequencing projects are starting reveal impact rare variants - even in like APOE on risk. This increasingly comprehensive now being disseminated through translational research; particular, development risk/polygenic scores helping identify subpopulations more at or less AD. Although difficult assess efforts still needed comprehensively characterize AD, several lines research can be improved initiated. Ultimately, genetics combination other biomarkers) might help redefine boundaries relationships between various neurodegenerative diseases.

Язык: Английский

Процитировано

48

Common genetic factors among autoimmune diseases DOI
Adil Harroud, David A. Hafler

Science, Год журнала: 2023, Номер 380(6644), С. 485 - 490

Опубликована: Май 4, 2023

Autoimmune diseases display a high degree of comorbidity within individuals and families, suggesting shared risk factors. Over the past 15 years, genome-wide association studies have established polygenic basis these common conditions revealed widespread sharing genetic effects, indicative immunopathology. Despite ongoing challenges in determining precise genes molecular consequences variants, functional experiments integration with multimodal genomic data are providing valuable insights into key immune cells pathways driving diseases, potential therapeutic implications. Moreover, ancient populations shedding light on contribution pathogen-driven selection pressures to increased prevalence autoimmune disease. This Review summarizes current understanding disease genetics, including mechanisms, evolutionary origins.

Язык: Английский

Процитировано

45