American journal of human genetics最新文献

{"title":"Identifying active and inhibitor-resistant MGMT variants for gene therapy.","authors":"Ana Cheong, Adam Fisher, Ashvin Bashyam, Anthony Forget, Robert Peters, Zachary David Nagel","doi":"10.1016/j.ajhg.2025.04.014","DOIUrl":"10.1016/j.ajhg.2025.04.014","url":null,"abstract":"<p><p>O6-methylguanine-DNA methyltransferase (MGMT) reverses alkylating-agent-induced methylation by 1,3-bis(2-chloroethyl)-1-nitrosourea (BCNU) at the O⁶ position of guanine. MGMT is irreversibly inhibited by O⁶-benzylguanine (O6BG), while the Pro140Lys (P140K) variant is resistant. Combining the use of O6BG/BCNU with gene transfer of MGMT P140K into hematopoietic stem cells (HSCs) has enabled in vivo enrichment of gene-modified HSCs for therapeutic effect in preclinical studies. However, the P140K substitution cannot reliably be made using currently available gene-editing approaches. Identifying functional MGMT variants that are resistant to inhibitors and amenable to gene editing would enable in vivo enrichment of HSCs edited at both MGMT and a therapeutic locus. We used computational analyses to select putative variants and generated a library of MGMT variant-expressing plasmids (pMGMTs). For our functional screen, we treated MGMT-deficient U251 cells with O6BG and co-transfected them with pMGMT together with a plasmid cocktail including a fluorescent host cell reactivation reporter plasmid (mPlum_O⁶MeG) for MGMT activity. Flow cytometric analysis of MGMT activity identified active and O6BG-resistant MGMT variants. Treatment with a second MGMT inhibitor, PaTrin-2, confirmed these results. We also found MGMT variants that are detectable in the general population and tumors to be active and O6BG sensitive. Taken together, our findings establish a functional database for MGMT variants and a cell-based platform for screening DNA-repair proteins for unknown functional properties.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1430-1446"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256902/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144118497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Characterization of non-coding variants associated with transcription-factor binding through ATAC-seq-defined footprint QTLs in liver.","authors":"Max F Dudek, Brandon M Wenz, Christopher D Brown, Benjamin F Voight, Laura Almasy, Struan F A Grant","doi":"10.1016/j.ajhg.2025.03.019","DOIUrl":"10.1016/j.ajhg.2025.03.019","url":null,"abstract":"<p><p>Non-coding variants discovered by genome-wide association studies (GWASs) are enriched in regulatory elements harboring transcription factor (TF) binding motifs, strongly suggesting a connection between disease association and the disruption of cis-regulatory sequences. Occupancy of a TF inside a region of open chromatin can be detected in ATAC-seq where bound TFs block the transposase Tn5, leaving a pattern of relatively depleted Tn5 insertions known as a \"footprint.\" Here, we sought to identify variants associated with TF binding, or \"footprint quantitative trait loci\" (fpQTLs), in ATAC-seq data generated from 170 human liver samples. We used computational tools to scan the ATAC-seq reads to quantify TF binding likelihood as \"footprint scores\" at variants derived from whole-genome sequencing generated in the same samples. We tested for association between genotype and footprint score and observed 809 fpQTLs associated with footprint-inferred TF binding (FDR < 5%). Given that Tn5 insertion sites are measured with base-pair resolution, we show that fpQTLs can aid GWAS and QTL fine-mapping by precisely pinpointing TF activity within broad trait-associated loci where the underlying causal variant is unknown. Liver fpQTLs were strongly enriched across ChIP-seq peaks, liver expression QTLs (eQTLs), and liver-related GWAS loci, and their inferred effect on TF binding was concordant with their effect on underlying sequence motifs in 78% of cases. We conclude that fpQTLs can reveal causal GWAS variants, define the role of TF binding-site disruption in complex traits, and provide functional insights into non-coding variants, ultimately informing novel treatments for common diseases.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1302-1315"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256798/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143952703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Loss of function of the zinc finger homeobox 4 gene, ZFHX4, underlies a neurodevelopmental disorder.","authors":"María Del Rocío Pérez Baca, María Palomares-Bralo, Michiel Vanhooydonck, Lisa Hamerlinck, Eva D'haene, Sebastian Leimbacher, Eva Z Jacobs, Laurenz De Cock, Erika D'haenens, Annelies Dheedene, Zoë Malfait, Lies Vantomme, Ananilia Silva, Kathleen Rooney, Xiaonan Zhao, Amir Hossein Saeidian, Nichole Marie Owen, Fernando Santos-Simarro, Roser Lleuger-Pujol, Sixto García-Miñaúr, Itsaso Losantos-García, Björn Menten, Gaia Gestri, Nicola Ragge, Bekim Sadikovic, Elke Bogaert, Kris Vleminckx, Thomas Naert, Delfien Syx, Bert Callewaert, Sarah Vergult","doi":"10.1016/j.ajhg.2025.04.008","DOIUrl":"10.1016/j.ajhg.2025.04.008","url":null,"abstract":"<p><p>8q21.11 microdeletions involving ZFHX4 have previously been associated with a syndromic form of intellectual disability, hypotonia, unstable gait, and hearing loss. We report on 63 individuals-57 probands and 6 affected family members-with protein-truncating variants (n = 41), (micro)deletions (n = 21), or an inversion (n = 1) affecting ZFHX4. Probands display variable developmental delay and intellectual disability, distinctive facial characteristics, morphological abnormalities of the central nervous system, behavioral alterations, short stature, hypotonia, and occasionally cleft palate and anterior segment dysgenesis. The phenotypes associated with 8q21.11 microdeletions and ZFHX4 intragenic loss-of-function (LoF) variants largely overlap, although leukocyte-derived DNA shows a mild common methylation profile for (micro)deletions. ZFHX4 shows increased expression during human brain development and neuronal differentiation. Furthermore, ZFHX4-interacting factors identified via immunoprecipitation followed by mass spectrometry (IP-MS) suggest an important role for ZFHX4 in cellular pathways, especially during histone modifications, protein trafficking, signal transduction, cytosolic transport, and development. Additionally, using CUT&RUN, we observed that ZFHX4 binds the promoter of genes with crucial roles in embryonic, neuronal, and axonal development. Moreover, we investigated whether the disruption of zfhx4 causes craniofacial abnormalities in zebrafish. First-generation (F0) zfhx4 crispant zebrafish, a (mosaic) mutant for zfhx4 LoF variants, have significantly shorter Meckel's cartilage and smaller ethmoid plates compared to control zebrafish. Behavioral assays showed a decreased movement frequency in the zfhx4 crispant zebrafish in comparison with controls. Furthermore, structural abnormalities were found in the zebrafish hindbrain. In conclusion, our findings delineate a ZFHX4-associated neurodevelopmental disorder and suggest a role for zfhx4 in facial skeleton patterning, palatal development, and behavior.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1388-1414"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256859/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144075503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Advancing precision care in pregnancy through a treatable fetal findings list.","authors":"Jennifer L Cohen, Michael Duyzend, Sophia M Adelson, Julie Yeo, Mark Fleming, Rebecca Ganetzky, Rebecca Hale, Deborah M Mitchell, Sarah U Morton, Rebecca Reimers, Amy Roberts, Alanna Strong, Weizhen Tan, Jay R Thiagarajah, Melissa A Walker, Robert C Green, Nina B Gold","doi":"10.1016/j.ajhg.2025.03.011","DOIUrl":"10.1016/j.ajhg.2025.03.011","url":null,"abstract":"<p><p>The use of genomic sequencing (GS) for prenatal diagnosis of fetuses with sonographic abnormalities has grown tremendously over the past decade. Fetal GS also offers an opportunity to identify incidental genomic variants that are unrelated to the fetal phenotype but may be relevant to fetal and newborn health. There are currently no guidelines for reporting incidental findings from fetal GS. In the United States, GS for adults and children is recommended to include a list of \"secondary findings\" genes (ACMG SF v.3.2) that are associated with disorders for which surveillance or treatment can reduce morbidity and mortality. The genes on ACMG SF v.3.2 predominantly cause adult-onset disorders. Importantly, many genetic disorders with fetal and infantile onset are treatable as well. A proposed solution is to create a \"treatable fetal findings list,\" which can be offered to pregnant individuals undergoing fetal GS or, eventually, as a standalone cell-free fetal DNA screening test. In this integrative review, we propose criteria for a treatable fetal findings list, then identify genetic disorders with clinically available or emerging fetal interventions and those for which clinical detection and intervention in the first week of life might lead to improved outcomes. Finally, we synthesize the potential benefits, limitations, and risks of a treatable fetal findings list.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1251-1269"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256799/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143959691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Role of X chromosome and dosage-compensation mechanisms in complex trait genetics.","authors":"Yu Fu, Aino Kenttämies, Sanni Ruotsalainen, Matti Pirinen, Taru Tukiainen","doi":"10.1016/j.ajhg.2025.04.004","DOIUrl":"10.1016/j.ajhg.2025.04.004","url":null,"abstract":"<p><p>The X chromosome (chrX) is often excluded from genome-wide association studies due to its unique biology complicating the analysis and interpretation of genetic data. Consequently, the influence of chrX on human complex traits remains debated. Here, we systematically assessed the relevance of chrX and the effect of its biology on complex traits by analyzing 48 quantitative traits in 343,695 individuals in UK Biobank with replication in 412,181 individuals from FinnGen. We show that, in the general population, chrX contributes to complex trait heritability at a rate of 3% of the autosomal heritability, consistent with the amount of genetic variation observed in chrX. We find that a pronounced male bias in chrX heritability supports the presence of near-complete dosage compensation between sexes through X chromosome inactivation (XCI). However, we also find subtle yet plausible evidence of escape from XCI contributing to human height. Assuming full XCI, the observed chrX contribution to complex trait heritability in both sexes is greater than expected given the presence of only a single active copy of chrX, mirroring potential dosage compensation between chrX and the autosomes. We find this enhanced contribution attributable to systematically larger active allele effects from chrX compared to autosomes in both sexes, independent of allele frequency and variant deleteriousness. Together, these findings support a model in which the two dosage-compensation mechanisms work in concert to balance the influence of chrX across the population while preserving sex-specific differences at a manageable level. Overall, our study advocates for more comprehensive locus discovery efforts in chrX.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1330-1343"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256796/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143959638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Validating data from multiplex assays of variant effect: A CanVIG-UK national survey of NHS clinical scientists.","authors":"Sophie Allen, Alice Garrett, Charlie F Rowlands, Miranda Durkie, George J Burghel, Rachel Robinson, Alison Callaway, Joanne Field, Bethan Frugtniet, Sheila Palmer-Smith, Jonathan Grant, Judith Pagan, Trudi McDevitt, Katie Snape, Helen Hanson, Terri McVeigh, David J Adams, Gregory M Findlay, Rehan M Villani, Amanda B Spurdle, Clare Turnbull","doi":"10.1016/j.ajhg.2025.04.006","DOIUrl":"10.1016/j.ajhg.2025.04.006","url":null,"abstract":"<p><p>Advances in technology have made it possible for multiplex assays of variant effect (MAVEs) to systematically generate functional data for thousands of genetic variants. Robust clinical validation and accessible online resources for MAVE data have previously been identified as barriers to the clinical adoption of new MAVEs. We delivered a survey during the November 2024 Cancer Variant Interpretation Group UK (CanVIG-UK) meeting comprising National Health Service (NHS) clinical scientists and clinical geneticists and received 46 responses from individuals regularly performing variant classification for diagnostic reporting. Only 35% reported they would accept clinical validation of the MAVE provided by the authors who conducted the assay; 20% reported they would attempt clinical validation themselves, and 61% would await clinical validation by a trusted central body. 72% reported they would use MAVE data ahead of a formal peer-reviewed publication if reviewed and clinically validated by a trusted central body. When scoring central bodies on a scale of 1-5 for confidence in their review and validation of MAVEs, CanVIG-UK (median = 5), variant curation expert panels (VCEPs; median = 5), and ClinGen SVI Functional Working Group (median = 4) all scored highly. Participants supported making variant-level data accessible via a relevant web resource (although the majority of participants expressed that additional assay-level or variant-level information would have a low likelihood of altering validation scores provided by a trusted central body). These findings, from a comparatively homogeneous clinical diagnostic group operating in a resource-constrained healthcare setting, indicate that clinical application of new MAVEs for variant classification will be delayed unless robust clinical validations are performed by a trusted central body and made readily accessible.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"112 6","pages":"1479-1488"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256791/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144245921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Variants in BSN, encoding the presynaptic protein Bassoon, result in a distinct neurodevelopmental disorder with a broad phenotypic range.","authors":"Stacy G Guzman, Sarah M Ruggiero, Shiva Ganesan, Colin A Ellis, Alicia G Harrison, Katie R Sullivan, Zornitza Stark, Natasha J Brown, Sajel L Kana, Anabelle Tuttle, Jair Tenorio, Pablo Lapunzina, Julián Nevado, Marie T McDonald, Courtney Jensen, Patricia G Wheeler, Lila Stange, Jennifer Morrison, Boris Keren, Solveig Heide, Meg W Keating, Kameryn M Butler, Mike A Lyons, Shailly Jain, Mehdi Yeganeh, Michelle L Thompson, Molly Schroeder, Hoanh Nguyen, Jorge Granadillo, Kari M Johnston, Chaya N Murali, Katie Bosanko, T Andrew Burrow, Syreeta Morgan, Deborah J Watson, Hakon Hakonarson, Ingo Helbig","doi":"10.1016/j.ajhg.2025.04.011","DOIUrl":"10.1016/j.ajhg.2025.04.011","url":null,"abstract":"<p><p>Disease-causing variants in synaptic function genes are a common cause of neurodevelopmental disorders (NDDs) and epilepsy. Here, we describe 14 individuals with de novo disruptive variants in BSN, which encodes the presynaptic protein Bassoon. To expand the phenotypic spectrum, we identified 15 additional individuals with protein-truncating variants (PTVs) from large biobanks. Clinical features were standardized using the Human Phenotype Ontology (HPO) across all 29 individuals, which revealed common clinical characteristics including epilepsy (13/29, 45%), febrile seizures (7/29, 25%), generalized tonic-clonic seizures (5/29, 17%), and focal-onset seizures (3/29, 10%). Behavioral phenotypes were present in almost half of all individuals (14/29, 48%), which included ADHD (7/29, 25%) and autistic behavior (5/29, 17%). Additional common features included developmental delay (11/29, 38%), obesity (10/29, 34%), and delayed speech (8/29, 28%). In adults with BSN PTVs, milder features were common, suggesting phenotypic variability, including a range of individuals without obvious neurodevelopmental features (7/29, 24%). To detect gene-specific signatures, we performed association analysis in a cohort of 14,895 individuals with NDDs. A total of 66 clinical features were associated with BSN, including febrile seizures (p = 1.26e-06) and behavioral disinhibition (p = 3.39e-17). Furthermore, individuals carrying BSN variants were phenotypically more similar than expected by chance (p = 0.00014), exceeding phenotypic relatedness in 179/256 NDD-related conditions. In summary, integrating information derived from community-based gene matching and large data repositories through computational phenotyping approaches, we identify BSN variants as the cause of a synaptic disorder with a broad phenotypic range across the age spectrum.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1415-1429"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256794/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144109390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Consultation informs strategies for improving the use of functional evidence in variant classification.","authors":"Rehan M Villani, Bronwyn Terrill, Emma Tudini, Maddison E McKenzie, Corrina C Cliffe, Christopher N Hahn, Ben Lundie, Tessa Mattiske, Ebony Matotek, Abbye E McEwen, Sarah L Nickerson, James Breen, Douglas M Fowler, John Christodoulou, Lea Starita, Alan F Rubin, Amanda B Spurdle","doi":"10.1016/j.ajhg.2025.05.003","DOIUrl":"10.1016/j.ajhg.2025.05.003","url":null,"abstract":"<p><p>When investigating whether a variant identified by diagnostic genetic testing is causal for disease, applied genetics professionals evaluate all available evidence to assign a clinical classification. Functional assays of higher and higher throughput are increasingly being generated and, when appropriate, can provide strong functional evidence for or against pathogenicity in variant classification. Despite functional assay data representing unprecedented value for genomic diagnostics, challenges remain around the application of functional evidence in variant curation. To investigate a growing gap articulated in recent international studies, we surveyed genetic diagnostic professionals in Australasia to assess their application of functional evidence in clinical practice. The survey results echo the universal difficulty in evaluating functional evidence but expand on this by indicating that even self-proclaimed expert respondents are not confident to apply functional evidence, mainly due to uncertainty around practice recommendations. Respondents also identified the need for support resources and educational opportunities, and in particular requested expert recommendations and updated practice guidelines to improve translation of experimental data to curation evidence. We then collated a list of 226 functional assays and the evidence strength recommended by 19 ClinGen Variant Curation Expert Panels. Specific assays for more than 45,000 variants were evaluated, but evidence recommendations were generally limited to lower throughput and strength. As an initial step, we provide our collated list of assay evidence as a source of international expert opinion on the evaluation of functional- evidence and conclude that these results highlight an opportunity to develop additional support resources to fully utilize functional evidence in clinical practice.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"112 6","pages":"1489-1495"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256917/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144245918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A flexible machine learning Mendelian randomization estimator applied to predict the safety and efficacy of sclerostin inhibition.","authors":"Marc-André Legault, Jason Hartford, Benoît J Arsenault, Archer Y Yang, Joelle Pineau","doi":"10.1016/j.ajhg.2025.04.010","DOIUrl":"10.1016/j.ajhg.2025.04.010","url":null,"abstract":"<p><p>Mendelian randomization (MR) enables the estimation of causal effects while controlling for unmeasured confounding factors. However, traditional MR's reliance on strong parametric assumptions can introduce bias if these are violated. We describe a machine learning MR estimator named quantile instrumental variable (Quantile IV) that achieves a low estimation error in a wide range of plausible MR scenarios. Quantile IV is distinctive in its ability to estimate nonlinear and heterogeneous causal effects and offers a flexible approach for subgroup analysis. Applying quantile IV, we investigate the impact of circulating sclerostin levels on heel bone mineral density, osteoporosis, and cardiovascular outcomes. Employing various MR estimators and colocalization techniques, our analysis reveals that a genetically predicted reduction in sclerostin levels significantly increases heel bone mineral density and reduces the risk of osteoporosis while showing no discernible effect on ischemic cardiovascular diseases. As a second application, we estimated the effect of increases in low-density lipoprotein cholesterol and waist-to-hip ratio on ischemic cardiovascular diseases using this well-known association as a positive control analysis. Quantile IV contributes to the advancement of MR methodology, and the selected applications demonstrate the applicability of our estimator in various MR contexts.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"1344-1362"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256800/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144085684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Subcontinental genetic variation in the All of Us Research Program: Implications for biomedical research.","authors":"Mateus H Gouveia, Karlijn A C Meeks, Victor Borda, Thiago P Leal, Fernanda S G Kehdy, Reagan Mogire, Ayo P Doumatey, Eduardo Tarazona-Santos, Rick A Kittles, Ignacio F Mata, Timothy D O'Connor, Adebowale A Adeyemo, Daniel Shriner, Charles N Rotimi","doi":"10.1016/j.ajhg.2025.04.012","DOIUrl":"10.1016/j.ajhg.2025.04.012","url":null,"abstract":"<p><p>The All of Us Research Program (All of Us) seeks to accelerate biomedical research and address the underrepresentation of minorities by recruiting over 1 million participants across the United States. A key question is how self-identification with discrete, predefined race and ethnicity categories compares to genetic variation at continental and subcontinental levels. To contextualize the genetic variation in All of Us, we analyzed ∼2 million common variants from 230,016 unrelated whole genomes using classical population genetics methods alongside reference panels such as the 1000 Genomes Project, Human Genome Diversity Project, and Simons Genome Diversity Project. Our analysis reveals that participants within self-identified race and ethnicity groups exhibit gradients of genetic variation rather than discrete clusters. The distributions of continental and subcontinental ancestries show considerable variation within race and ethnicity, both nationally and across states, reflecting the historical impacts of US colonization, the transatlantic slave trade, and recent migrations. All of Us samples filled most gaps along the top five principal components of genetic variation in current global reference panels. Notably, Hispanic or Latino participants spanned much of the three-way (African, Native American, and European) admixture spectrum. Ancestry was significantly associated with body mass index (BMI) and height even after adjusting for socio-environmental covariates. In particular, West-Central and East African ancestries showed opposite associations with BMI. This study emphasizes the importance of assessing subcontinental ancestries, as the continental approach is insufficient to control for confounding in genetic association studies.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"112 6","pages":"1286-1301"},"PeriodicalIF":8.1,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12256905/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144245920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}