The GenomeAsia 100K Project enables genetic discoveries across Asia.
- Authors
- GenomeAsia100K Consortium
- Year
- 2019
- Journal
- Nature
- PMID
- 31802016
- DOI
- 10.1038/s41586-019-1793-z
- PMCID
- PMC7054211
The underrepresentation of non-Europeans in human genetic studies so far has limited the diversity of individuals in genomic datasets and led to reduced medical relevance for a large proportion of the world's population. Population-specific reference genome datasets as well as genome-wide association studies in diverse populations are needed to address this issue. Here we describe the pilot phase of the GenomeAsia 100K Project. This includes a whole-genome sequencing reference dataset from 1,739 individuals of 219 population groups and 64 countries across Asia. We catalogue genetic variation, population structure, disease associations and founder effects. We also explore the use of this dataset in imputation, to facilitate genetic studies in populations across Asia and worldwide.
Sampling distribution of GAsP.a, b, Sample sizes. c, Location, language and social hierarchy associated with samples from south Asia. Groups with fewer than three samples are not plotted. See Supplementary Table 1a for definitions and descriptions of samples and population groups included in each geographically defined set.
Population structure and admixture.a, ADMIXTURE plots for k = 12 and k = 14 illustrating the identification of 12 reference groups. b, Proposed modern human migration route into southeast Asia during the Last Glacial Maximum with potential locations of Denisovan admixture (yellow asterisks). Green indicates the above water landmass at the glacial maximum and white outlines indicate present-day shorelines. c, Estimates of Denisovan ancestry in south Asians, stratified by social/cultural group and language. IE, Indo-European. Adivasi Indo-European, n = 30; Adivasi non-Indo-European, n = 196; caste Indo-European, n = 68; caste non-Indo-European, n = 155; upper caste Indo-European, n = 49; upper caste non-Indo-European, n = 19; Pakistani Indo-European, n = 79. The centre line indicates the median; box limits show the middle 50%; whiskers extend two standard deviations from the mean; points are outliers.
Disease-relevant variant discovery.a, Filtering using the GAsP dataset improves candidate variant discovery by removing population specific variants (n = 152). The centre line indicates the median; box limits show the upper and lower quartiles; whiskers extend 1.5Γ the interquartile range. b, Allele count (AC) and frequency distribution of variants in the GAsP dataset that are designated disease-causing in the Human Gene Mutation Database (HGMD) or pathogenic in ClinVar. Autosomal-dominant (AD) or autosomal-recessive (AR) or other (unknown) classification as per OMIM. A number of variants (n = 37) that had previously been reported to be pathogenic are found in the GAsP study dataset at high frequency and were reclassified (Supplementary Table 4d). c, Frequency of Ξ²-thalassaemia variant (chromosome 11:5248155 c.92+5G>C) across Asia shows a geographical enrichment. MAF in South Asia is 1.4%. NA, not available. d, Novel cancer-predisposing variants identified in the GenomeAsia dataset. e, Population-specific probabilities of adverse drug reactions predicted from the aggregate allele frequencies of known variants associated with response to the indicated drugs.
Founder effects and homozygous loss of function.a, IBD scores across different population groups are shown for 96 ethnicities (1,417 samples) across global regions. The scores given in the figure are relative ratios compared to that of the Finnish group. b, Violin plot showing IBD scores in 29 tribal groups and 25 non-tribal groups consisting of 293 and 336 samples, respectively. The centre line indicates the median; box limits show 1.5Γ the interquartile range. c, Proportion of genes with at least one high-confidence PTV. d, Proportion of novel, known, heterozygous and homozygous PTVs in the GAsP dataset. e, Pie chart of novel homozygous PTVs plotted by region (inner circle) and population group (outer circle). Groups with less than two PTVs were grouped as other. f, Novel homozygous PTV Q2010* (green) found in ABCA7 localizes to the C-terminal ABC domain. Previously reported PVTs are shown in grey.
| # | Section | Preview |
|---|---|---|
| 40 | Methods β PTVs | PTVs are defined as high-quality variants that were annotated as having a strong impact on theβ¦ |
| 41 | Methods β Enriched medically relevant variants | We compared variant allele counts for Asian and Oceania samples from the GenomeAsia cohort to alleleβ¦ |
| 42 | Methods β Reporting summary | Further information on research design is available in the Nature Research Reporting Summary linkedβ¦ |
| 43 | Online content | Any methods, additional references, Nature Research reporting summaries, source data, extended data,β¦ |
| 44 | Supplementary information | Supplementary InformationThis file contains Supplementary Notes 1-13 Reporting Summary Supplementary⦠|
| Name | Type |
|---|---|
| 1000 Genomes Project | cohort |
| 1,739 individuals local | cohort |
| 1,739 samples local | cohort |
| 219 population groups local | cohort |
| ABCA7 | gene |
| Aeta local | cohort |
| African | cohort |
| African samples | cohort |
| Alzheimerβs disease | phenotype |
| American samples local | cohort |
| ancestral south Indian group local | cohort |
| Andaman Negritos local | cohort |
| archaic humans local | cohort |
| Ashkenazi Jews local | cohort |
| Asia cohort local | cohort |
| Asian | cohort |
| Asian groups local | cohort |
| Ati local | cohort |
| ATM | gene |
| Austronesian languageβspeaking populations local | cohort |
| autosomal SNPs | cohort |
| biallelic SNPs local | variant |
| BioBank Japan local | cohort |
| BLM local | gene |
| BRCA1 | gene |
| BRCA2 | gene |
| British group local | cohort |
| British population local | cohort |
| carbamazepine | drug |
| Caste local | phenotype |
| Chennai outpatient hospital samples local | cohort |
| China cohort local | cohort |
| China Kadoorie Biobank local | cohort |
| Chinese | cohort |
| Chinese reference genome dataset local | cohort |
| ClinVar local | cohort |
| Clopidogrel local | drug |
| coding-sequence variants local | variant |
| complex diseases | phenotype |
| Countries (64) local | cohort |
| dark skin colour local | phenotype |
| dbSNP | cohort |
| Denisovan local | cohort |
| Denisovan ancestry local | phenotype |
| Denisovan haplotype local | variant |
| Denisovans local | cohort |
| de novo variant | variant |
| disease-associated loci local | phenotype |
| disease susceptibility | phenotype |
| drug efficacy | phenotype |
| drug responses local | phenotype |
| drug safety local | phenotype |
| environmental adaptation local | phenotype |
| ESP | cohort |
| European population | cohort |
| ExAC | cohort |
| Extinct hominins local | cohort |
| Finnish group local | cohort |
| Flores local | cohort |
| founder populations | cohort |
| Founder populations of Finland local | cohort |
| gall bladder cancer local | phenotype |
| GAsP local | cohort |
| GAsP dataset local | cohort |
| GAsP project local | cohort |
| GAsP reference panel local | cohort |
| GAsP variant dataset local | cohort |
| Genetic diversity | phenotype |
| genetic variants | cohort |
| GenomeAsia local | cohort |
| GenomeAsia cohort local | cohort |
| GenomeAsia consortium local | cohort |
| GenomeAsia Pilot (GAsP) project local | cohort |
| GenomeAsia project local | cohort |
| Genome in a Bottle local | cohort |
| Global regions (7) local | cohort |
| gnomAD | cohort |
| gnomAD dataset local | cohort |
| gnomAD non-Asian cohort local | cohort |
| GRCh37+decoy reference genome local | drug |
| GTEx | cohort |
| H3Africa local | cohort |
| HBB local | gene |
| HBB c.92+5G>C local | variant |
| high-caste group local | cohort |
| High-coverage whole-genome sequences (1,267) local | cohort |
| higher risk of cancer development local | phenotype |
| highly penetrant disorders local | phenotype |
| high-quality variant local | variant |
| high-quality variants local | variant |
| HLA-B*15:02 local | variant |
| Homo sapiens | cohort |
| homozygous PTVs local | variant |
| Human Gene Mutation Database (HGMD) local | cohort |
| IBD score local | phenotype |
| Iceland | cohort |
| Igorot local | cohort |
| Illumina | drug |
| Illumina Global Screening Array v.1 local | drug |
| Illumina Hiseq 2500 | drug |
| Illumina Hiseq 4000 | drug |
| Illumina short-read sequences local | drug |
| Illumina X10 local | drug |
| India cohort local | cohort |
| Indian | cohort |
| Indian Maturity Onset Diabetes in the Young (MODY) project local | cohort |
| Indigenous groups local | cohort |
| Indo-European language local | phenotype |
| Indonesia local | cohort |
| Indonesia cohort local | cohort |
| Japanese | cohort |
| Japanese reference genome dataset local | cohort |
| Jarawa local | cohort |
| Korea local | cohort |
| Korean patient local | cohort |
| Korean reference genome dataset local | cohort |
| Koreans | cohort |
| language | phenotype |
| LOFTEE program local | drug |
| loss-of-function alleles local | variant |
| loss-of-function mutations local | variant |
| lower-caste group local | cohort |
| Malay | cohort |
| Malay Negrito local | cohort |
| Malaysia local | cohort |
| Malaysia cohort local | cohort |
| Melanesians local | cohort |
| MEN1 local | gene |
| Mentawai of West Sumatra local | cohort |
| MHC region | gene |
| Michigan Imputation Server | drug |
| microsatellite instability local | phenotype |
| mismatch repair defects | phenotype |
| MLH1 | gene |
| MODY local | phenotype |
| Mongolia cohort local | cohort |
| MSH2 | gene |
| MSH6 local | gene |
| multi-allelic variants local | variant |
| NBN local | gene |
| Neanderthal ancestry local | phenotype |
| Negrito groups from India local | cohort |
| Negrito groups from Malaysia local | cohort |
| Negrito groups from the Philippines local | cohort |
| Negritos local | cohort |
| Netherlands | cohort |
| NEUROD1 | gene |
| NEUROD1 H241Q local | variant |
| Nias of North Sumatra local | cohort |
| non-European ancestry | cohort |
| non-Indo-European language local | phenotype |
| Non-tribal groups local | cohort |
| Nordic countries local | cohort |
| Northeast Asia local | cohort |
| Northeast Asian population group local | cohort |
| novel variant | cohort |
| novel_variant local | variant |
| Oceania | cohort |
| Onge local | cohort |
| our dataset local | cohort |
| overrepresented_variant local | variant |
| Pakistan cohort local | cohort |
| Pakistani group local | cohort |
| Papua New Guinea cohort local | cohort |
| Papuan population local | cohort |
| Papuans local | cohort |
| pathogenic variants local | variant |
| Peginterferon local | drug |
| pharmacogenomic variants local | variant |
| Philippine Negrito groups local | cohort |
| Philippines local | cohort |
| Philippines cohort local | cohort |
| PLINK v.1.964 local | drug |
| PMS1 local | gene |
| PMS2 local | gene |
| PMS2A local | gene |
| PMS2 chr7:6043690C>G local | variant |
| PMS2 essential splice variant local | variant |
| Polyphen2 | drug |
| population | cohort |
| Population groups (219) local | cohort |
| Population isolates local | cohort |
| prenatal_screening_genes local | gene |
| previous studies of human genetic variation local | cohort |
| protein-altering variants | variant |
| PTVs local | variant |
| Publicly available human genome sequences (596) local | cohort |
| Q2010* local | variant |
| rare disease | phenotype |
| recessive disease local | phenotype |
| Russia cohort local | cohort |
| sex | phenotype |
| single-nucleotide substitutions and small indels local | variant |
| SNP | cohort |
| solar radiation local | drug |
| South Asian | cohort |
| South Asian population group local | cohort |
| South Asian population groups local | cohort |
| South Asian populations local | cohort |
| South Asian samples local | cohort |
| South, east and southeast Asian populations local | cohort |
| Southeast Asian population group local | cohort |
| Southeast Asian population groups local | cohort |
| South Korea cohort local | cohort |
| Stevens-Johnson syndrome | phenotype |
| sub-Saharan Africans local | cohort |
| Sundaland local | cohort |
| this project local | cohort |
| TP53 | gene |
| tribal (Adivasi) group local | cohort |
| Tribal groups local | cohort |
| warfarin | drug |
| Ξ²-thalassaemia local | phenotype |
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| Genetic predictors of cultural values variation between societies. | Marcus J et al. | β | 2023 | β |
| Genetic variants associated with spontaneous preterm birth in women from India: a prospective cohort study. | Bhattacharjee E et al. | β | 2023 | β |
| Genomic insights into a tripartite ancestry in the Southern Ryukyu Islands. | Cooke NP et al. | β | 2023 | β |
| Identification of a shared, common haplotype segregating with an SGCB c.544Β Tβ>βG mutation in Indian patients affected with sarcoglycanopathy. | Sanga S et al. | β | 2023 | β |
| In silico identification and functional prediction of differentially expressed genes in South Asian populations associated with type 2 diabetes. | Rabby MG et al. | β | 2023 | β |
| Large Region of Homozygous (ROH) Identified in Indian Patients with Autosomal Recessive Limb-Girdle Muscular Dystrophy with p.Thr182Pro Variant in <i>SGCB</i> Gene. | Manjunath V et al. | β | 2023 | β |
| Maximizing the utility of public data. | Ahmed M et al. | β | 2023 | β |
| Methods for Assessing Population Relationships and History Using Genomic Data. | Moorjani P et al. | β | 2023 | β |
| Mutant MESD links cellular stress to type I collagen aggregation in osteogenesis imperfecta type XX. | Ghosh DK et al. | β | 2023 | β |
| MYH2-related Myopathy: Expanding the Clinical Spectrum of Chronic Progressive External Ophthalmoplegia (CPEO). | Baskar D et al. | β | 2023 | β |
| Natural Selection Signatures in the Hondo and Ryukyu Japanese Subpopulations. | Liu X et al. | β | 2023 | β |
| Novel homozygous leptin receptor mutation in an infant with monogenic obesity. | Boro H et al. | β | 2023 | β |
| Nutrigenomics in the context of evolution. | Carlberg C | β | 2023 | β |
| Performance and accuracy evaluation of reference panels for genotype imputation in sub-Saharan African populations. | Sengupta D et al. | β | 2023 | β |
| Perspectives on the future of dysmorphology. | Solomon BD et al. | β | 2023 | β |
| Phenotypic variability in LAMA3-associated amelogenesis imperfecta. | Wang SK et al. | β | 2023 | β |
| Polygenic Risk Scores for Alzheimer's Disease and GeneralΒ Cognitive Function Are Associated With Measures of Cognition in Older South Asians. | Zhao W et al. | β | 2023 | β |
| Population-specific positive selection on low CR1 expression in malaria-endemic regions. | Lorenzini PA et al. | β | 2023 | β |
| Pragmatic Approach to Applying Polygenic Risk Scores to Diverse Populations. | Patel AP et al. | β | 2023 | β |
| Prehistoric human migration between Sundaland and South Asia was driven by sea-level rise. | Kim HL et al. | β | 2023 | β |
| Rapid Evolution of Glycan Recognition Receptors Reveals an Axis of Host-Microbe Arms Races beyond Canonical Protein-Protein Interfaces. | Hilbert ZA et al. | β | 2023 | β |
| Rare penetrant mutations confer severe risk of common diseases. | Fiziev PP et al. | β | 2023 | β |
| Reconstruction of the personal information from human genome reads in gut metagenome sequencing data. | Tomofuji Y et al. | β | 2023 | β |
| South Asian medical cohorts reveal strong founder effects and high rates of homozygosity. | Wall JD et al. | β | 2023 | β |
| The complete and fully-phased diploid genome of a male Han Chinese. | Yang C et al. | β | 2023 | β |
| The impact of COVID-19 on pulmonary, neurological, and cardiac outcomes: evidence from a Mendelian randomization study. | Shenoy PU et al. | β | 2023 | β |
| Tutorial: a statistical genetics guide to identifying HLA alleles driving complex disease. | Sakaue S et al. | β | 2023 | β |
| Unappreciated subcontinental admixture in Europeans and European Americans and implications for genetic epidemiology studies. | Gouveia MH et al. | β | 2023 | β |
| WGS Data Collections: How Do Genomic Databases Transform Medicine? | KrΓ³l ZJ et al. | β | 2023 | β |
| Whole-genome sequencing across 449 samples spanning 47 ethnolinguistic groups provides insights into genetic diversity in Nigeria. | Joshi E et al. | β | 2023 | β |
| 1029 genomes of self-declared healthy individuals from India reveal prevalent and clinically relevant cardiac ion channelopathy variants. | Bajaj A et al. | β | 2022 | β |
| A database of 5305 healthy Korean individuals reveals genetic and clinical implications for an East Asian population. | Lee J et al. | β | 2022 | β |
| A de novo start-loss in <i>EFTUD2</i> associated with mandibulofacial dysostosis with microcephaly: case report. | Kohailan M et al. | β | 2022 | β |
| Advancing precision medicines for ocular disorders: Diagnostic genomics to tailored therapies. | Panikker P et al. | β | 2022 | β |
| A guide for the diagnosis of rare and undiagnosed disease: beyond the exome. | Marwaha S et al. | β | 2022 | β |
| Analysis of clinically relevant variants from ancestrally diverse Asian genomes. | Chan SH et al. | β | 2022 | β |
| Analyzing the Korean reference genome with meta-imputation increased the imputation accuracy and spectrum of rare variants in the Korean population. | Hwang MY et al. | β | 2022 | β |
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| BGvar: A comprehensive resource for blood group immunogenetics. | Rophina M et al. | β | 2022 | β |
| Case-Control Genotyping of the c.788C>T Variant of Transforming Growth Factor-Beta 1 Gene in Otosclerosis in the South Indian Population. | Kale D et al. | β | 2022 | β |
| CFTR genotype analysis of Asians in international registries highlights disparities in the diagnosis and treatment of Asian patients with cystic fibrosis. | Vaidyanathan S et al. | β | 2022 | β |
| Comparative Analyses of Turkish Variome and Widely Used Genomic Variation Databases for the Evaluation of Rare Sequence Variants in Turkish Individuals: Idiopathic Hypogonadotropic Hypogonadism as a Disease Model | Kotan LD | β | 2022 | β |
| Complete Mitochondrial Genome Analysis Clarifies the Enigmatic Origin of Haplogroup D in Japanese Native Chickens. | Yonezawa T et al. | β | 2022 | β |
| COVID-19: Impact on linguistic and genetic isolates of India. | Singh PP et al. | β | 2022 | β |
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| Editorial: Current Status and Future Challenges of Biobank Data Analysis. | Lu TP et al. | β | 2022 | β |
| Epidemiology of suspected life-threatening perioperative anaphylaxis: a cross-sectional multicentre study in China. | Zhang P et al. | β | 2022 | β |
| Ethical challenges in genetic research among Philippine Indigenous Peoples: Insights from fieldwork in Zamboanga and the Sulu Archipelago. | Rodriguez JJRB et al. | β | 2022 | β |
| Evolutionary analyses reveal immune cell receptor GPR84 as a conserved receptor for bacteria-derived molecules. | Schulze AS et al. | β | 2022 | β |
| From the reference human genome to human pangenome: Premise, promise and challenge. | Singh V et al. | β | 2022 | β |
| GAWMerge expands GWAS sample size and diversity by combining array-based genotyping and whole-genome sequencing. | Mathur R et al. | β | 2022 | β |
| Genetic Connections and Convergent Evolution of Tropical Indigenous Peoples in Asia. | Deng L et al. | β | 2022 | β |
| Genetic Determinants of Survival in Parkinson's Disease in the Asian Population. | Li C et al. | β | 2022 | β |
| Genetic insight into Birt-Hogg-DubΓ© syndrome in Indian patients reveals novel mutations at FLCN. | Ray A et al. | β | 2022 | β |
| Genetics of Chronic Kidney Disease in Low-Resource Settings. | Ilori T et al. | β | 2022 | β |
| Genome interpretation using in silico predictors of variant impact. | Katsonis P et al. | β | 2022 | β |
| Genome-Wide Polygenic Score Predicts Large Number of High Risk Individuals in Monogenic Undiagnosed Young Onset Parkinson's Disease Patients from India. | Kukkle PL et al. | β | 2022 | β |
| Genomic analyses of 10,376 individuals in the Westlake BioBank for Chinese (WBBC) pilot project. | Cong PK et al. | β | 2022 | β |
| Greater genetic diversity is needed in human pluripotent stem cell models. | Ghosh S et al. | β | 2022 | β |
| Haplotype-based inference of the distribution of fitness effects. | Ortega-Del Vecchyo D et al. | β | 2022 | β |
| HKG: an open genetic variant database of 205 Hong Kong cantonese exomes. | Ou M et al. | β | 2022 | β |
| Homozygous N-terminal missense variant in PLEKHG5 associated with intermediate CMT: A case report. | Beijer D et al. | β | 2022 | β |
| Identification of genetic effects underlying type 2 diabetes in South Asian and European populations. | Loh M et al. | β | 2022 | β |
| Including diverse and admixed populations in genetic epidemiology research. | Caliebe A et al. | β | 2022 | β |
| Integrative analysis of genomic and transcriptomic data of normal, tumour, and co-occurring leukoplakia tissue triads drawn from patients with gingivobuccal oral cancer identifies signatures of tumour initiation and progression. | Ghosh A et al. | β | 2022 | β |
| Leveraging deep phenotyping from health check-up cohort with 10,000 Korean individuals for phenome-wide association study of 136 traits. | Choe EK et al. | β | 2022 | β |
| North Asian population relationships in a global context. | Kidd KK et al. | β | 2022 | β |
| Novel candidate genes for cholesteatoma in chronic otitis media. | Lee NK et al. | β | 2022 | β |
| Novel Missense <i>CNTNAP2</i> Variant Identified in Two Consanguineous Pakistani Families With Developmental Delay, Epilepsy, Intellectual Disability, and Aggressive Behavior. | Badshah N et al. | β | 2022 | β |
| Opportunities and challenges for the use of common controls in sequencing studies. | Wojcik GL et al. | β | 2022 | β |
| Patterns and distribution of de novo mutations in multiplex Middle Eastern families. | Kohailan M et al. | β | 2022 | β |
| PharmaKoVariome database for supporting genetic testing. | Kim J et al. | β | 2022 | β |
| Population-based incidence and time to classification of systemic lupus erythematosus by three different classification criteria: a Lupus Midwest Network (LUMEN) study. | Duarte-GarcΓa A et al. | β | 2022 | β |
| Ribosomal protein S6 kinase beta-1 gene variants cause hypertrophic cardiomyopathy. | Jain PK et al. | β | 2022 | β |
| Screening of the <i>TMEM151A</i> Gene in Patients With Paroxysmal Kinesigenic Dyskinesia and Other Movement Disorders. | Ma LY et al. | β | 2022 | β |
| Severe spinal cord hypoplasia due to a novel <i>ATAD3A</i> compound heterozygous deletion. | Ebihara T et al. | β | 2022 | β |
| The current understanding and future directions for sputum microbiome profiling in chronic obstructive pulmonary disease. | Tiew PY et al. | β | 2022 | β |
| The NBDC-DDBJ imputation server facilitates the use of controlled access reference panel datasets in Japan. | Hachiya T et al. | β | 2022 | β |
| TMC-SNPdb 2.0: an ethnic-specific database of Indian germline variants. | Desai S et al. | β | 2022 | β |
| Transferability of genetic loci and polygenic scores for cardiometabolic traits in British Pakistani and Bangladeshi individuals. | Huang QQ et al. | β | 2022 | β |
| Understanding signatures of positive natural selection in human zinc transporter genes. | Roca-Umbert A et al. | β | 2022 | β |
| Updated Genome-Wide Association Study of Intracranial Aneurysms by Genotype Correction and Imputation in Koreans. | Hong EP et al. | β | 2022 | β |
| Use of race, ethnicity, and ancestry data in health research. | Lu C et al. | β | 2022 | β |
| VannoPortal: multiscale functional annotation of human genetic variants for interrogating molecular mechanism of traits and diseases. | Huang D et al. | β | 2022 | β |
| Variant landscape of the RYR1 gene based on whole genome sequencing of the Singaporean population. | Foo CTY et al. | β | 2022 | β |
| Whole-genome sequencing of 1,171 elderly admixed individuals from SΓ£o Paulo, Brazil. | Naslavsky MS et al. | β | 2022 | β |
| Who's afraid of genetic tests?: An assessment of Singapore's public attitudes and changes in attitudes after taking a genetic test. | Cheung R et al. | β | 2022 | β |
| Accelerated deciphering of the genetic architecture of agricultural economic traits in pigs using a low-coverage whole-genome sequencing strategy. | Yang R et al. | β | 2021 | β |
| A data set of variants derived from 1455 clinical and research exomes is efficient in variant prioritization for early-onset monogenic disorders in Indians. | Kausthubham N et al. | β | 2021 | β |
| Advances in Genomic Discovery and Implications for Personalized Prevention and Medicine: Estonia as Example. | Prins BP et al. | β | 2021 | β |
| A novel homozygous missense mutation p.P388S in <i>TULP1</i> causes protein instability and retinitis pigmentosa. | Woodard DR et al. | β | 2021 | β |
| A recurrent, homozygous EMC10 frameshift variant is associated with a syndrome of developmental delay with variable seizures and dysmorphic features. | Shao DD et al. | β | 2021 | β |
| Association between single-nucleotide polymorphisms in miRNA and breast cancer risk: an updated review. | Arancibia T et al. | β | 2021 | β |
| Blood groups of Neandertals and Denisova decrypted. | Condemi S et al. | β | 2021 | β |
| Cultural evolution of genetic heritability. | Uchiyama R et al. | β | 2021 | β |
| Detecting Genetic Ancestry and Adaptation in the Taiwanese Han People. | Lo YH et al. | β | 2021 | β |
| Discovery of genomic variation across a generation. | Trost B et al. | β | 2021 | β |
| Ethnic-specific <i>BRCA1/2</i> variation within Asia population: evidence from over 78 000 cancer and 40 000 non-cancer cases of Indian, Chinese, Korean and Japanese populations. | Bhaskaran SP et al. | β | 2021 | β |
| Fine-scale population structure and demographic history of British Pakistanis. | Arciero E et al. | β | 2021 | β |
| Founder variants and population genomes-Toward precision medicine. | Jain A et al. | β | 2021 | β |
| Genetic Modifiers of Age at Onset for Parkinson's Disease in Asians: A Genome-Wide Association Study. | Li C et al. | β | 2021 | β |
| Genetic profiles of 103,106 individuals in the Taiwan Biobank provide insights into the health and history of Han Chinese. | Wei CY et al. | β | 2021 | β |
| Genetic risk factors for colorectal cancer in multiethnic Indonesians. | Yusuf I et al. | β | 2021 | β |
| Genome of a middle Holocene hunter-gatherer from Wallacea. | Carlhoff S et al. | β | 2021 | β |
| Genome-wide association study identifies new loci associated with noise-induced tinnitus in Chinese populations. | Xie C et al. | β | 2021 | β |
| Haplotype-based membership inference from summary genomic data. | Bu D et al. | β | 2021 | β |
| How understudied populations have contributed to our understanding of Alzheimer's disease genetics. | Dehghani N et al. | β | 2021 | β |
| Human ACE2 receptor polymorphisms and altered susceptibility to SARS-CoV-2. | Suryamohan K et al. | β | 2021 | β |
| <i>CYP2C9</i> Variations and Their Pharmacogenetic Implications Among Diverse South Asian Populations. | Nizamuddin S et al. | β | 2021 | β |
| Identification of Novel Candidate Genes and Variants for Hearing Loss and Temporal Bone Anomalies. | Santos-Cortez RLP et al. | β | 2021 | β |
| Imputation Performance in Latin American Populations: Improving Rare Variants Representation With the Inclusion of Native American Genomes. | JimΓ©nez-Kaufmann A et al. | β | 2021 | β |
| IndiGenomes: a comprehensive resource of genetic variants from over 1000 Indian genomes. | Jain A et al. | β | 2021 | β |
| Loss of Y chromosome: An emerging next-generation biomarker for disease prediction and early detection? | Guo X et al. | β | 2021 | β |
| Maternal genetic history of southern East Asians over the past 12,000 years. | Liu Y et al. | β | 2021 | β |
| MicroRNA Variants and HLA-miRNA Interactions are Novel Rheumatoid Arthritis Susceptibility Factors. | Guo S et al. | β | 2021 | β |
| Multiple migrations to the Philippines during the last 50,000 years. | Larena M et al. | β | 2021 | β |
| NyuWa Genome resource: A deep whole-genome sequencing-based variation profile and reference panel for the Chinese population. | Zhang P et al. | β | 2021 | β |
| Philippine Ayta possess the highest level of Denisovan ancestry in the world. | Larena M et al. | β | 2021 | β |
| Population-specific adaptation in malaria-endemic regions of asia. | Gusareva ES et al. | β | 2021 | β |
| Practical guide for managing large-scale human genome data in research. | Tanjo T et al. | β | 2021 | β |
| Quantifying and Understanding the Higher Risk of Atherosclerotic Cardiovascular Disease Among South Asian Individuals: Results From the UK Biobank Prospective Cohort Study. | Patel AP et al. | β | 2021 | β |
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| Scanning the human genome for "signatures" of positive selection: Transformative opportunities and ethical obligations. | Hernandez M et al. | β | 2021 | β |
| SmProt: A Reliable Repository with Comprehensive Annotation of Small Proteins Identified from Ribosome Profiling. | Li Y et al. | β | 2021 | β |
| Study of rare genetic variants in <i>TM4SF20, NFXL1, CNTNAP2,</i> and <i>ATP2C2</i> in Pakistani probands and families with language impairment. | Andres EM et al. | β | 2021 | β |
| The ChinaMAP reference panel for the accurate genotype imputation in Chinese populations. | Li L et al. | β | 2021 | β |
| The genetic structure of the Turkish population reveals high levels of variation and admixture. | Kars ME et al. | β | 2021 | β |
| The genomic history of the Middle East. | Almarri MA et al. | β | 2021 | β |
| The global carrier frequency and genetic prevalence of Upshaw-Schulman syndrome. | Zhao T et al. | β | 2021 | β |
| The impact of global and local Polynesian genetic ancestry on complex traits in Native Hawaiians. | Sun H et al. | β | 2021 | β |
| The Opportunities and Challenges of Integrating Population Histories Into Genetic Studies for Diverse Populations: A Motivating Example From Native Hawaiians. | Chiang CWK | β | 2021 | β |
| The perils of generalization: Rethinking breast cancer screening guidelines for young women of color. | Seewaldt VL et al. | β | 2021 | β |
| The population genetics characteristics of a 90 locus panel of microhaplotypes. | Pakstis AJ et al. | β | 2021 | β |
| The Propagation of Racial Disparities in Cardiovascular Genomics Research. | Clarke SL et al. | β | 2021 | β |
| The Thai reference exome (T-REx) variant database. | Shotelersuk V et al. | β | 2021 | β |
| Three Signatures of Adaptive Polymorphism Exemplified by Malaria-Associated Genes. | Tennessen JA et al. | β | 2021 | β |
| Validation of whole genome sequencing from dried blood spots. | Agrawal P et al. | β | 2021 | β |
| Whole-exome analyses of congenital muscular dystrophy and congenital myopathy patients from India reveal a wide spectrum of known and novel mutations. | Sanga S et al. | β | 2021 | β |
| An integrated personal and population-based Egyptian genome reference. | Wohlers I et al. | β | 2020 | β |
| Cardiometabolic Risk Factors in Pregnancy and Implications for Long-Term Health: Identifying the Research Priorities for Low-Resource Settings. | Nagraj S et al. | β | 2020 | β |
| Dysbiotic Lesional Microbiome With Filaggrin Missense Variants Associate With Atopic Dermatitis in India. | Nath S et al. | β | 2020 | β |
| Global Picture of Genetic Relatedness and the Evolution of Humankind. | Khvorykh GV et al. | β | 2020 | β |
| Indigenous Genomic Databases: Pragmatic Considerations and Cultural Contexts. | Caron NR et al. | β | 2020 | β |
| Making neurogenetics a global endeavour. | Morris HR | β | 2020 | β |
| Methods for detecting introgressed archaic sequences. | Sankararaman S | β | 2020 | β |
| New paradigm for expediting drug development in Asia. | Rajman I et al. | β | 2020 | β |
| Phenotype prediction and characterization of 25 pharmacogenes in Thais from whole genome sequencing for clinical implementation. | Mauleekoonphairoj J et al. | β | 2020 | β |
| Population Histories of the United States Revealed through Fine-Scale Migration and Haplotype Analysis. | Dai CL et al. | β | 2020 | β |
| Prospective avenues for human population genomics and disease mapping in southern Africa. | Swart Y et al. | β | 2020 | β |
| Rewriting Human History and Empowering Indigenous Communities with Genome Editing Tools. | Fox K et al. | β | 2020 | β |
| The road ahead in genetics and genomics. | McGuire AL et al. | β | 2020 | β |
| Transcriptional adaptation: a mechanism underlying genetic robustness. | Sztal TE et al. | β | 2020 | β |
| Validation of a Genome-Wide PolygenicΒ Score for Coronary ArteryΒ Disease inΒ South Asians. | Wang M et al. | β | 2020 | β |
| Identification of African-Specific Admixture between Modern and Archaic Humans. | Wall JD et al. | β | 2019 | β |