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1.
JCO Precis Oncol ; 8: e2300398, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38662980

RESUMO

PURPOSE: Ethnic diversity in cancer research is crucial as race/ethnicity influences cancer incidence, survival, drug response, molecular pathways, and epigenetic phenomena. In 2018, we began a project to examine racial/ethnic diversity in cancer research, with a commitment to review these disparities every 4 years. This report is our second assessment, detailing the present state of racial/ethnic diversity in cancer genomics and clinical trials. METHODS: To study racial/ethnic inclusion in cancer genomics, we extracted ethnic records from all data sets available at cBioPortal (n = 125,128 patients) and cancer-related genome-wide association studies (n = 28,011,282 patients) between 2018 and 2022. Concerning clinical trials, we selected studies related to breast cancer (n = 125,518 patients, 181 studies), lung cancer (n = 34,329 patients, 119 studies), and colorectal cancer (n = 40,808 patients, 105 studies). RESULTS: In cancer genomics (N = 28,136,410), 3% of individuals lack racial/ethnic registries; tumor samples were collected predominantly from White patients (89.14%), followed by Asian (7%), African American (0.55%), and Hispanic (0.21%) patients and other populations (0.1%). In clinical trials (N = 200,655), data on race/ethnicity are missing for 60.14% of the participants; for individuals whose race/ethnicity was recorded, most were characterized as White (28.33%), followed by Asian (7.64%), African (1.79), other ethnicities (1.37), and Hispanic (0.73). Racial/ethnic representation significantly deviates from global ethnic proportions (P ≤ .001) across all data sets, with White patients outnumbering other ethnic groups by a factor of approximately 4-6. CONCLUSION: Our second update on racial/ethnic representation in cancer research highlights the persistent overrepresentation of White populations in cancer genomics and a notable absence of racial/ethnic information across clinical trials. To ensure more equitable and effective precision oncology, future efforts should address the reasons behind the insufficient representation of ethnically diverse populations in cancer research.


Assuntos
Ensaios Clínicos como Assunto , Genômica , Medicina de Precisão , Humanos , Ensaios Clínicos como Assunto/estatística & dados numéricos , Neoplasias/genética , Neoplasias/etnologia , Neoplasias/terapia , Etnicidade/genética , Etnicidade/estatística & dados numéricos , Oncologia , Grupos Raciais/genética , Grupos Raciais/estatística & dados numéricos
2.
Cell Rep ; 43(4): 114078, 2024 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-38598334

RESUMO

The vaginal microbiome's composition varies among ethnicities. However, the evolutionary landscape of the vaginal microbiome in the multi-ethnic context remains understudied. We perform a systematic evolutionary analysis of 351 vaginal microbiome samples from 35 multi-ethnic pregnant women, in addition to two validation cohorts, totaling 462 samples from 90 women. Microbiome alpha diversity and community state dynamics show strong ethnic signatures. Lactobacillaceae have a higher ratio of non-synonymous to synonymous polymorphism and lower nucleotide diversity than non-Lactobacillaceae in all ethnicities, with a large repertoire of positively selected genes, including the mucin-binding and cell wall anchor genes. These evolutionary dynamics are driven by the long-term evolutionary process unique to the human vaginal niche. Finally, we propose an evolutionary model reflecting the environmental niches of microbes. Our study reveals the extensive ethnic signatures in vaginal microbial ecology and evolution, highlighting the importance of studying the host-microbiome ecosystem from an evolutionary perspective.


Assuntos
Lactobacillus , Microbiota , Vagina , Humanos , Vagina/microbiologia , Feminino , Microbiota/genética , Lactobacillus/genética , Adesinas Bacterianas/genética , Etnicidade/genética , Adulto , Evolução Molecular , Gravidez , Seleção Genética , Evolução Biológica
3.
HLA ; 103(4): e15482, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38625090

RESUMO

Polymorphism of killer-cell immunoglobulin-like receptors (KIRs) and their HLA class I ligands impacts the effector activity of cytotoxic NK cell and T cell subsets. Therefore, understanding the extent and implications of KIR and HLA class I genetic polymorphism across various populations is important for immunological and medical research. In this study, we conducted a high-resolution investigation of KIR and HLA class I diversity in three distinct Chinese ethnic minority populations. We studied the She, Yugur, and Tajik, and compared them with the Zhejiang Han population (Zhe), which represents the majority Southern Han ethnicity. Our findings revealed that the Tajik population exhibited the most diverse KIR copy number, allele, and haplotype diversity among the four populations. This diversity aligns with their proposed ancestral origin, closely resembling that of Iranian populations, with a relatively higher presence of KIR-B genes, alleles, and haplotypes compared with the other Chinese populations. The Yugur population displayed KIR distributions similar to those of the Tibetans and Southeast Asians, whereas the She population resembled the Zhe and other East Asians, as confirmed by genetic distance analysis of KIR. Additionally, we identified 12.9% of individuals across the three minority populations as having KIR haplotypes characterized by specific gene block insertions or deletions. Genetic analysis based on HLA alleles yielded consistent results, even though there were extensive variations in HLA alleles. The observed variations in KIR interactions, such as higher numbers of 2DL1-C2 interactions in Tajik and Yugur populations and of 2DL3-C1 interactions in the She population, are likely shaped by demographic and evolutionary mechanisms specific to their local environments. Overall, our findings offer valuable insights into the distribution of KIR and HLA diversity among three distinct Chinese ethnic minority populations, which can inform future clinical and population studies.


Assuntos
População do Leste Asiático , Minorias Étnicas e Raciais , Grupos Minoritários , Receptores KIR , Humanos , Alelos , China , População do Leste Asiático/genética , Etnicidade/genética , Genótipo , Receptores KIR/genética
4.
Arch Iran Med ; 27(2): 79-88, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38619031

RESUMO

BACKGROUND: The study of Y-chromosomal variations provides valuable insights into male susceptibility in certain diseases like cardiovascular disease (CVD). In this study, we analyzed paternal lineage in different Iranian ethnic groups, not only to identify developing medical etiology, but also to pave the way for gender-specific targeted strategies and personalized medicine in medical genetic research studies. METHODS: The diversity of eleven Iranian ethnic groups was studied using 27 Y-chromosomal short tandem repeat (Y-STR) haplotypes from Y-filer® Plus kit. Analysis of molecular variance (AMOVA) based on pair-wise RST along with multidimensional scaling (MDS) calculation and Network phylogenic analysis was employed to quantify the differences between 503 unrelated individuals from each ethnicity. RESULTS: Results from AMOVA calculation confirmed that Gilaks and Azeris showed the largest genetic distance (RST=0.35434); however, Sistanis and Lurs had the smallest considerable genetic distance (RST=0.00483) compared to other ethnicities. Although Azeris had a considerable distance from other ethnicities, they were still close to Turkmens. MDS analysis of ethnic groups gave the indication of lack of similarity between different ethnicities. Besides, network phylogenic analysis demonstrated insignificant clustering between samples. CONCLUSION: The AMOVA analysis results explain that the close distance of Azeris and Turkmens may be the effect of male-dominant expansions across Central Asia that contributed to historical and demographics of populations in the region. Insignificant differences in network analysis could be the consequence of high mutation events that happened in the Y-STR regions over the years. Considering the ethnic group affiliations in medical research, our results provided an understanding and characterization of Iranian male population for future medical and population genetics studies.


Assuntos
Pesquisa Biomédica , Etnicidade , Humanos , Masculino , Etnicidade/genética , Haplótipos , Irã (Geográfico) , Análise de Variância
5.
Andes Pediatr ; 95(1): 41-52, 2024 Feb.
Artigo em Espanhol | MEDLINE | ID: mdl-38587343

RESUMO

Sickle cell anemia (SCA) is the most common genetic disease worldwide. There are countries with massive public health programs for early detection of this condition. In the literature, several specific haplotypes or single-base polymorphic variants (SNPs) have been associated with the SCA prognosis. OBJECTIVE: To demonstrate the significant correlation of SNPs relevant to the diagnosis and prognosis of SCA among different ethnic groups. METHODOLOGY: we analyzed population frequencies and correlations of several SNPs related to the prognosis of SCA (i.e., baseline fetal hemoglobin levels), response to hydroxyurea treatment, and response to other drugs used in the SCA treatment, collected from validated genomic databases among different ethnic groups. RESULTS: The calculation of the Hardy-Weinberg equilibrium and the logistic regression was successful in classifying the ethnic groups as African (0 = 0.78, 1 = 0.89), and with a lower efficiency as American (AMR) (0 = 0.88, 1 = 0.00), East Asian (EAS) (0 = 0.80, 1 = 0.00), European (EUR) (0 = 0.79, 1 = 0.00), and South Asian (SAS) (0 = 0.80, 1 = 0.00). CONCLUSIONS: The results extend those from previous reports and show that the profile of most of the SNPs studied presented statistically significant distributions among general ethnic groups, pointing to the need to carry out massive early screening of relevant SNPs for SCA in patients diagnosed with this disease. It is concluded that the application of a broad mutation detection program will lead to a more personalized and efficient response in the treatment of SCA.


Assuntos
Anemia Falciforme , Medicina de Precisão , Humanos , Anemia Falciforme/diagnóstico , Anemia Falciforme/genética , Anemia Falciforme/terapia , Mutação , Etnicidade/genética , Prognóstico
6.
Zhongguo Yi Xue Ke Xue Yuan Xue Bao ; 46(1): 82-87, 2024 Feb.
Artigo em Chinês | MEDLINE | ID: mdl-38433636

RESUMO

The purpose of this paper is to systematically summarize the gene polymorphisms associated with osteoporosis(OP)susceptibility in Zhuang ethnic group in Guangxi.These genes mainly encode vitamin D receptor,estrogen receptor,calcitonin receptor,and adiponectin.The genotype and allele distribution frequency were compared between Zhuang ethnic group and other ethnic groups,which can clarify the existing genes and the potential gene polymorphism associated with OP in Zhuang ethnic group.The findings provide a representative solution for the subsequent research on the genes associated with OP susceptibility in ethnic minorities.


Assuntos
Etnicidade , Osteoporose , Humanos , Etnicidade/genética , China , Polimorfismo Genético , Frequência do Gene , Osteoporose/genética
7.
Circ Heart Fail ; 17(3): e010970, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38456273

RESUMO

BACKGROUND: Aotearoa/New Zealand has a multiethnic population. Patients with hypertrophic cardiomyopathy (HCM) are enrolled in the national Cardiac Inherited Diseases Registry New Zealand. Here, we report the characteristics of Cardiac Inherited Diseases Registry New Zealand HCM probands with and without pathogenic or likely pathogenic (P/LP) genetic variants for HCM, and assess genetic testing yield and variant spectrum by self-identified ethnicity. METHODS: Probands with HCM and enrolled in Cardiac Inherited Diseases Registry New Zealand who have undergone clinical genetic testing over a 17-year period were included. Clinical data, family history, and genetic test results were analyzed. RESULTS: Of 336 probands, 121 (36%) were women, 220 (66%) were European ethnicity, 41 (12%) were Maori, 26 (8%) were Pacific people, and 49 (15%) were other ethnicities. Thirteen probands (4%) presented with sudden death and 19 (6%) with cardiac arrest. A total of 134 (40%) had a P/LP variant identified; most commonly in the MYBPC3 gene (60%) followed by the MYH7 gene (24%). A P/LP variant was identified in 27% of Maori or Pacific probands versus 43% European or other ethnicity probands (P=0.022); 16% of Maori or Pacific probands had a variant of uncertain significance identified, compared with 9% of European or other ethnicity probands (P=0.092). Women more often had a P/LP variant identified than men (48% versus 35%; P=0.032), and variant-positive probands were younger at clinical diagnosis than variant of uncertain significance/variant-negative probands (39±17 versus 50±17 years; P<0.001) and more likely to have experienced cardiac arrest or sudden death events over their lifetime (P=0.002). CONCLUSIONS: Carriage of a P/LP variant in HCM probands is associated with presentation at younger age, and cardiac arrest or sudden death events. Maori or Pacific probands were less likely to have a P/LP variant identified than European or other ethnicity probands.


Assuntos
Cardiomiopatia Hipertrófica , Parada Cardíaca , Cardiopatias , Insuficiência Cardíaca , Feminino , Humanos , Masculino , Cardiomiopatia Hipertrófica/diagnóstico , Cardiomiopatia Hipertrófica/genética , Cardiomiopatia Hipertrófica/patologia , Morte Súbita , Etnicidade/genética , Testes Genéticos , Insuficiência Cardíaca/genética , Povo Maori , Nova Zelândia/epidemiologia , População das Ilhas do Pacífico , Sistema de Registros , Adulto , Pessoa de Meia-Idade , Idoso
10.
Int J Lab Hematol ; 46(3): 434-450, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38504512

RESUMO

The hemoglobin (Hb) variants are qualitative abnormalities due to production of structurally abnormal globin proteins. They are categorized based on the type of mutation present in the α1, α2, ß, Gγ, Aγ and δ globin genes. So far, more than 1550 Hb variants are reported in the database. They could lead to Hb polymerization, Hb instability, altered oxygen affinity and decreased oxygen-carrying capacity of Hb or have no clinical manifestations. In India, ethnic diversity, consanguinity, regional variations and migration result in the presence of different Hb variants. We have compiled all the variants of α, ß and δ globin chains in heterozygous, homozygous and in compound heterozygous forms reported from India in the last 52 years. Of the 63 rare and novel hemoglobin variants reported from India, 22 were α-globin chain variants, 37 were ß-globin chain variants and 4 were δ-globin chain variants. Twelve novel Hb variants (Hb J Rajappan, Hb Koya Dora, Hb Rampa, Hb Godavari, Hb Chandigarh, Hb D Agri, Hb Lucknow, Hb Vellore, Hb Midnapore, Hb Bijnor, Hb A2Tianhe and Hb A2Saurashtra) were identified among persons of Indian origin. Majority of them were picked up on HPLC. Some of the variants like Hb Titusville, Hb Shimonoseki, Hb Chandigarh, Hb D Agri, Hb Yaizu and Hb Vellore eluted in the HbS window whereas variants like HbD Iran, Hb St. Louis, Hb G Coushata, HbM Saskatoon, Hb Lucknow, Hb Grange-Blanche and Hb Tianshui showed falsely elevated HbA2. Hence, careful and systematic investigations are required to identify them.


Assuntos
Hemoglobinas Anormais , Humanos , Índia , Hemoglobinas Anormais/genética , Etnicidade/genética , Mutação , Hemoglobinopatias/genética , Hemoglobinopatias/diagnóstico , Variação Genética
15.
Yi Chuan ; 46(2): 149-167, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38340005

RESUMO

The Han populations represent the largest ethnic group in China. Previous studies have primarily focused on investigating their genetic origins, migration and integration, as well as paternal genetic relationships within specific regional Han populations. However, a comprehensive analysis of the global paternal genetic structure of Han populations is lacking. In this study, we performed Y-chromosome sequencing on 362 unrelated male samples from Chinese Han individuals collected from Qinghai, Sichuan and Liaoning provinces. We then integrated relevant data from reported studies. Our final dataset comprised 1830 samples from 16 Han populations across 15 provinces in China, encompassing information on 89 Y-SNPs and 16 Y-STRs. Statistical analyses were conducted to assess Y-STR haplotype diversity (HD) and Y-SNP haplogroup frequencies. Additionally, we employed principal component analysis (PCA), phylogenetic tree and haplotype network to explore genetic differentiation within Han populations and the genetic relationships between Han populations and ethnic minorities surrounding them. Our results demonstrated that the O-M175 haplogroup represents the predominant paternal lineage in Han populations, with frequencies ranging from 60.53% (Qinghai Han) to 92.7% (Guangdong Han). Moreover, the subclades downstream of O-M175 showed distinct regional variations in their distribution patterns. The O2-M122 haplogroup was prevalent in all Han populations and demonstrated a gradual decline in frequency from north to south. Conversely, the distribution frequency of the O1b-M268 haplogroup decreased from south to north, particularly showed significant presence among Han populations in the Lingnan region. Haplogroup O1a-M119 distributed more frequently in the central Han populations. Our findings revealed that Chinese Han populations can be categorized into three subgroups: northern, central, and southern. Notably, there were significant differences among Han in Qinghai and other regions. Regarding the genetic relationships between Han populations and surrounding ethnic minorities, we observed a closer genetic affinity between different Han populations, but northern Han demonstrated a stronger relationship with the Hui ethnic group, while southern Han exhibited a closer connection with the Gelao and Li ethnic groups. In summary, this study presented a systematic analysis of haplogroup distribution, genetic substructure of Han populations and genetic relationships between Han populations and surrounding ethnic minorities based on 89 Y-SNPs and 16 Y-STRs systematically. Our research supplemented valuable insights into population genetics and forensic genetics, and provided data support for the forensic application of Y chromosome. The integration of Y-SNP haplogroups with Y-STR haplotypes offers enhanced understanding of the genetic substructure within Han populations, which holds significance for both population genetics research and forensic science applications.


Assuntos
Repetições de Microssatélites , Polimorfismo de Nucleotídeo Único , Humanos , Filogenia , Genética Populacional , Etnicidade/genética , Haplótipos , Cromossomos Humanos Y/genética , China
16.
Nature ; 627(8003): 340-346, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38374255

RESUMO

Comprehensively mapping the genetic basis of human disease across diverse individuals is a long-standing goal for the field of human genetics1-4. The All of Us Research Program is a longitudinal cohort study aiming to enrol a diverse group of at least one million individuals across the USA to accelerate biomedical research and improve human health5,6. Here we describe the programme's genomics data release of 245,388 clinical-grade genome sequences. This resource is unique in its diversity as 77% of participants are from communities that are historically under-represented in biomedical research and 46% are individuals from under-represented racial and ethnic minorities. All of Us identified more than 1 billion genetic variants, including more than 275 million previously unreported genetic variants, more than 3.9 million of which had coding consequences. Leveraging linkage between genomic data and the longitudinal electronic health record, we evaluated 3,724 genetic variants associated with 117 diseases and found high replication rates across both participants of European ancestry and participants of African ancestry. Summary-level data are publicly available, and individual-level data can be accessed by researchers through the All of Us Researcher Workbench using a unique data passport model with a median time from initial researcher registration to data access of 29 hours. We anticipate that this diverse dataset will advance the promise of genomic medicine for all.


Assuntos
Conjuntos de Dados como Assunto , Genética Médica , Genética Populacional , Genoma Humano , Genômica , Grupos Minoritários , Grupos Raciais , Humanos , Acesso à Informação , População Negra/genética , Registros Eletrônicos de Saúde , Etnicidade/genética , População Europeia/genética , Predisposição Genética para Doença/genética , Variação Genética/genética , Genoma Humano/genética , Estudos Longitudinais , Grupos Raciais/genética , Reprodutibilidade dos Testes , Pesquisadores , Fatores de Tempo , Populações Vulneráveis
17.
Mol Genet Genomics ; 299(1): 8, 2024 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-38374307

RESUMO

Lakshadweep is an archipelago of 36 islands located in the Southeastern Arabian Sea. In the absence of a detailed archaeological record, the human settlement timing of this island is vague. Previous genetic studies on haploid DNA makers suggested sex-biased ancestry linked to North and South Indian populations. Maternal ancestry suggested a closer link with the Southern Indian, while paternal ancestry advocated the Northern Indian genetic affinity. Since the haploid markers are more sensitive to genetic drift, which is evident for the Island populations, we have used the biparental high-resolution single-nucleotide polymorphic markers to reconstruct the population history of Lakshadweep Islands.  Using the fine-scaled analyses, we specifically focused on (A) the ancestry components of Lakshadweep Islands populations; (B) their relation with East, West Eurasia and South Asia; (C) the number of founding lineages and (D) the putative migration from Northern India as the paternal ancestry was closer to the North Indian populations. Our analysis of ancestry components confirmed relatively higher North Indian ancestry among the Lakshadweep population. These populations are closely related to the South Asian populations. We identified mainly a single founding population for these Islands, geographically divided into two sub-clusters. By examining the population's genetic composition and analysing the gene flow from different source populations, this study contributes to our understanding of Lakshadweep Island's evolutionary history and population dynamics. These findings shed light on the complex interactions between ethnic groups and their genetic contributions in making the Lakshadweep population.


Assuntos
Etnicidade , Genética Populacional , Humanos , Etnicidade/genética , Povo Asiático/genética , Índia , Evolução Biológica
18.
Mol Genet Genomics ; 299(1): 9, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38374461

RESUMO

Currently, the most commonly used method for human identification and kinship analysis in forensic genetics is the detection of length polymorphism in short tandem repeats (STRs) using polymerase chain reaction (PCR) and capillary electrophoresis (CE). However, numerous studies have shown that considerable sequence variations exist in the repeat and flanking regions of the STR loci, which cannot be identified by CE detection. Comparatively, massively parallel sequencing (MPS) technology can capture these sequence differences, thereby enhancing the identification capability of certain STRs. In this study, we used the ForenSeq™ DNA Signature Prep Kit to sequence 58 STRs and 94 individual identification SNPs (iiSNPs) in a sample of 220 unrelated individuals from the Eastern Chinese Han population. Our aim is to obtain MPS-based STR and SNP data, providing further evidence for the study of population genetics and forensic applications. The results showed that the MPS method, utilizing sequence information, identified a total of 486 alleles on autosomal STRs (A-STRs), 97 alleles on X-chromosome STRs (X-STRs), and 218 alleles on Y-chromosome STRs (Y-STRs). Compared with length polymorphism, we observed an increase of 260 alleles (157, 31, and 72 alleles on A-STRs, X-STRs, and Y-STRs, respectively) across 36 STRs. The most substantial increments were observed in DYF387S1 and DYS389II, with increases of 287.5% and 250%, respectively. The most increment in the number of alleles was found at DYF387S1 and DYS389II (287.5% and 250%, respectively). The length-based (LB) and sequence-based (SB) combined random match probability (RMP) of 27 A-STRs were 6.05E-31 and 1.53E-34, respectively. Furthermore, other forensic parameters such as total discrimination power (TDP), cumulative probability of exclusion of trios (CPEtrio), and duos (CPEduo) were significantly improved when using the SB data, and informative data were obtained for the 94 iiSNPs. Collectively, these findings highlight the advantages of MPS technology in forensic genetics, and the Eastern Chinese Han genetic data generated in this study could be used as a valuable reference for future research in this field.


Assuntos
Impressões Digitais de DNA , Etnicidade , Humanos , Impressões Digitais de DNA/métodos , Etnicidade/genética , Genética Populacional , Polimorfismo de Nucleotídeo Único/genética , Repetições de Microssatélites/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , China , DNA , Análise de Sequência de DNA/métodos
19.
Forensic Sci Int ; 356: 111961, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38377671

RESUMO

With the increasing importance of X-chromosome (Chr-X) genotyping in kinship identification, the exploitation of X chromosome genetic marker multiplex kits is increasing. The Human X-InDels amplification kit is a novel developed system which contained 38 X-chromosomal Insertion/deletion markers (X-InDels) and Amelogenin. Herein, we investigated the genetic diversity of the 38 X-InDels in the Tibetan ethnic minority (n = 792) from seven regions and evaluated the application potential of this novel panel. The rs16368 was the least variable locus, whereas the most polymorphic locus was the rs59605609 in Tibetan population. We confirmed three linkage groups with the haplotype diversities ranged from 0.5032 to 0.5976. The overall combined power of discrimination (PD) in males and females were 0.999999999582066 and 0.999999999999993, respectively. And the overall combined mean exclusion chance (MEC) values were not lower than 0.999125526990159. In addition, we explored the genetic relationships among the Tibetans in seven different regions via series of population comparison analyses, finding that the genetic relationship between the Ngari Tibetan and Chamdo Tibetan was the farthest, which was consistent with geographical distribution.


Assuntos
População do Leste Asiático , Etnicidade , Genética Populacional , Masculino , Feminino , Humanos , Frequência do Gene , Tibet/epidemiologia , Etnicidade/genética , Genética Forense , Grupos Minoritários , Cromossomo X , Estruturas Genéticas , China/epidemiologia
20.
BMC Bioinformatics ; 25(1): 76, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38378494

RESUMO

BACKGROUND: Genetic ancestry, inferred from genomic data, is a quantifiable biological parameter. While much of the human genome is identical across populations, it is estimated that as much as 0.4% of the genome can differ due to ancestry. This variation is primarily characterized by single nucleotide variants (SNVs), which are often unique to specific genetic populations. Knowledge of a patient's genetic ancestry can inform clinical decisions, from genetic testing and health screenings to medication dosages, based on ancestral disease predispositions. Nevertheless, the current reliance on self-reported ancestry can introduce subjectivity and exacerbate health disparities. While genomic sequencing data enables objective determination of a patient's genetic ancestry, existing approaches are limited to ancestry inference at the continental level. RESULTS: To address this challenge, and create an objective, measurable metric of genetic ancestry we present SNVstory, a method built upon three independent machine learning models for accurately inferring the sub-continental ancestry of individuals. We also introduce a novel method for simulating individual samples from aggregate allele frequencies from known populations. SNVstory includes a feature-importance scheme, unique among open-source ancestral tools, which allows the user to track the ancestral signal broadcast by a given gene or locus. We successfully evaluated SNVstory using a clinical exome sequencing dataset, comparing self-reported ethnicity and race to our inferred genetic ancestry, and demonstrate the capability of the algorithm to estimate ancestry from 36 different populations with high accuracy. CONCLUSIONS: SNVstory represents a significant advance in methods to assign genetic ancestry, opening the door to ancestry-informed care. SNVstory, an open-source model, is packaged as a Docker container for enhanced reliability and interoperability. It can be accessed from https://github.com/nch-igm/snvstory .


Assuntos
Etnicidade , Genética Populacional , Humanos , Reprodutibilidade dos Testes , Frequência do Gene , Etnicidade/genética , Testes Genéticos , Genoma Humano , Polimorfismo de Nucleotídeo Único
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