Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.
- Authors
- Hindorff, Lucia A; Sethupathy, Praveen; Junkins, Heather A; Ramos, Erin M; Mehta, Jayashri P; Collins, Francis S; Manolio, Teri A
- Year
- 2009
- Journal
- Proceedings of the National Academy of Sciences of the United States of America
- PMID
- 19474294
- DOI
- 10.1073/pnas.0903103106
- PMCID
- PMC2687147
We have developed an online catalog of SNP-trait associations from published genome-wide association studies for use in investigating genomic characteristics of trait/disease-associated SNPs (TASs). Reported TASs were common [median risk allele frequency 36%, interquartile range (IQR) 21%-53%] and were associated with modest effect sizes [median odds ratio (OR) 1.33, IQR 1.20-1.61]. Among 20 genomic annotation sets, reported TASs were significantly overrepresented only in nonsynonymous sites [OR = 3.9 (2.2-7.0), p = 3.5 x 10(-7)] and 5kb-promoter regions [OR = 2.3 (1.5-3.6), p = 3 x 10(-4)] compared to SNPs randomly selected from genotyping arrays. Although 88% of TASs were intronic (45%) or intergenic (43%), TASs were not overrepresented in introns and were significantly depleted in intergenic regions [OR = 0.44 (0.34-0.58), p = 2.0 x 10(-9)]. Only slightly more TASs than expected by chance were predicted to be in regions under positive selection [OR = 1.3 (0.8-2.1), p = 0.2]. This new online resource, together with bioinformatic predictions of the underlying functionality at trait/disease-associated loci, is well-suited to guide future investigations of the role of common variants in complex disease etiology.
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| Underlying causes for prevalent false positives and false negatives in STARR-seq data. | Ni P et al. | β | 2023 | β |
| Unveiling the Genetic Complexity of Teratozoospermia: Integrated Genomic Analysis Reveals Novel Insights into lncRNAs' Role in Male Infertility. | Kyrgiafini MA et al. | β | 2023 | β |
| Variation in histone configurations correlates with gene expression across nine inbred strains of mice. | Tyler AL et al. | β | 2023 | β |
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| AAV Deployment of Enhancer-Based Expression Constructs In Vivo in Mouse Brain. | Warren TL et al. | β | 2022 | β |
| A common variant in 11q23.3 associated with hyperlipidemia is mediated by the binding and regulation of GATA4. | Chou WC et al. | β | 2022 | β |
| Advancing human disease research with fish evolutionary mutant models. | Beck EA et al. | β | 2022 | β |
| A Final Frontier in Environment-Genome Interactions? Integrated, Multi-Omic Approaches to Predictions of Non-Communicable Disease Risk. | Noble AJ et al. | β | 2022 | β |
| A functional mutation associated with piglet diarrhea partially by regulating the transcription of porcine <i>STAT3</i>. | Chen Z et al. | β | 2022 | β |
| A general framework for predicting the transcriptomic consequences of non-coding variation and small molecules. | Abdalla M et al. | β | 2022 | β |
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| Alternatively Spliced Isoforms of the P2X7 Receptor: Structure, Function and Disease Associations. | De Salis SKF et al. | β | 2022 | β |
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| An Osteoporosis Susceptibility Allele at 11p15 Regulates SOX6 Expression by Modulating TCF4 Chromatin Binding. | Zhu DL et al. | β | 2022 | β |
| A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction. | Pudjihartono N et al. | β | 2022 | β |
| A scalable Bayesian functional GWAS method accounting for multivariate quantitative functional annotations with applications for studying Alzheimer disease. | Chen J et al. | β | 2022 | β |
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| A systematic comparison of FOSL1, FOSL2 and BATF-mediated transcriptional regulation during early human Th17 differentiation. | Shetty A et al. | β | 2022 | β |
| A transcriptome-wide association study provides new insights into the etiology of osteoarthritis. | Wang W et al. | β | 2022 | β |
| Bioinformatic approach for the discovery of cis-eQTL signals during fruit ripening of a woody species as grape (Vitis vinifera L.). | MartΓnez-GarcΓa PJ et al. | β | 2022 | β |
| Bridging between Mouse and Human Enhancer-Promoter Long-Range Interactions in Neural Stem Cells, to Understand Enhancer Function in Neurodevelopmental Disease. | D'Aurizio R et al. | β | 2022 | β |
| Ca<sup>2+</sup> Signaling Augmented by ORAI1 Trafficking Regulates the Pathogenic State of Effector T Cells. | Wu B et al. | β | 2022 | β |
| cLoops2: a full-stack comprehensive analytical tool for chromatin interactions. | Cao Y et al. | β | 2022 | β |
| CLSTN3 gene variant associates with obesity risk and contributes to dysfunction in white adipose tissue. | Bai N et al. | β | 2022 | β |
| Cognitive Capacity Genome-Wide Polygenic Scores Identify Individuals with Slower Cognitive Decline in Aging. | Joo YY et al. | β | 2022 | β |
| Combining SNP-to-gene linking strategies to identify disease genes and assess disease omnigenicity. | Gazal S et al. | β | 2022 | β |
| Common genetic variants do not predict recurrent events in coronary heart disease patients. | Thompson PL et al. | β | 2022 | β |
| Complex regulation of Gephyrin splicing is a determinant of inhibitory postsynaptic diversity. | Dos Reis R et al. | β | 2022 | β |
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| Context-dependant enhancers as a reservoir of functional polymorphisms and epigenetic markers linked to alcohol use disorders and comorbidities. | MacKenzie A et al. | β | 2022 | β |
| CRISPR Screens to Identify Regulators of Tumor Immunity. | LaFleur MW et al. | β | 2022 | β |
| DeepPerVar: a multi-modal deep learning framework for functional interpretation of genetic variants in personal genome. | Wang Y et al. | β | 2022 | β |
| Detecting associated genes for complex traits shared across East Asian and European populations under the framework of composite null hypothesis testing. | Qiao J et al. | β | 2022 | β |
| Differential gene expression orchestrated by transcription factors in osteoporosis: bioinformatics analysis of associated polymorphism elaborating functional relationships. | Wang CC et al. | β | 2022 | β |
| Diverse environmental perturbations reveal the evolution and context-dependency of genetic effects on gene expression levels. | Lea AJ et al. | β | 2022 | β |
| Diverse selection pressures shaping the genetic architecture of behΓ§et disease susceptibility. | Sezgin E et al. | β | 2022 | β |
| Donor-Recipient Non-HLA Variants, Mismatches and Renal Allograft Outcomes: Evolving Paradigms. | Jethwani P et al. | β | 2022 | β |
| Editorial: Coding and non-coding RNA-based complexes in organismal development and disease pathogenesis. | Chartrand P et al. | β | 2022 | β |
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| Enhancer RNAs step forward: new insights into enhancer function. | Harrison LJ et al. | β | 2022 | β |
| Exogenous Chemical Exposure Increased Transcription Levels of the Host Virus Receptor Involving Coronavirus Infection. | Jin X et al. | β | 2022 | β |
| Exploration of Tools for the Interpretation of Human Non-Coding Variants. | Tabarini N et al. | β | 2022 | β |
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| Functional Implications of Intergenic GWAS SNPs in Immune-Related LncRNAs. | Castellanos-Rubio A et al. | β | 2022 | β |
| Functional noncoding SNPs in human endothelial cells fine-map vascular trait associations. | Toropainen A et al. | β | 2022 | β |
| Gene-Interaction-Sensitive enrichment analysis in congenital heart disease. | Woodward AA et al. | β | 2022 | β |
| Genetic heterogeneity: Challenges, impacts, and methods through an associative lens. | Woodward AA et al. | β | 2022 | β |
| Genome-wide association mapping of ethanol sensitivity in the Diversity Outbred mouse population. | Parker CC et al. | β | 2022 | β |
| Genome-wide association study for vascular aging highlights pathways shared with cardiovascular traits in Koreans. | Ahn J et al. | β | 2022 | β |
| Genome-Wide Associative Study of Phenotypic Parameters of the 3D Body Model of Aberdeen Angus Cattle with Multiple Depth Cameras. | Ruchay A et al. | β | 2022 | β |
| GREEN-DB: a framework for the annotation and prioritization of non-coding regulatory variants from whole-genome sequencing data. | Giacopuzzi E et al. | β | 2022 | β |
| Haplotype-specific chromatin looping reveals genetic interactions of regulatory regions modulating gene expression in 8p23.1. | Saint Just Ribeiro M et al. | β | 2022 | β |
| Identification of Cardiovascular Disease-Related Genes Based on the Co-Expression Network Analysis of Genome-Wide Blood Transcriptome. | Lee T et al. | β | 2022 | β |
| Identification of transcriptional regulatory variants in pig duodenum, liver, and muscle tissues. | Crespo-Piazuelo D et al. | β | 2022 | β |
| Impact of Genetic Variants of Long Noncoding RNA <i>Metastasis-Associated Lung Adenocarcinoma Transcript 1</i> on Uterine Cervical Cancer. | Sun YH et al. | β | 2022 | β |
| Impact of the Exposome on the Epigenome in Inflammatory Bowel Disease Patients and Animal Models. | Vieujean S et al. | β | 2022 | β |
| Incorporating regulatory interactions into gene-set analyses for GWAS data: A controlled analysis with the MAGMA tool. | Groenewoud D et al. | β | 2022 | β |
| Inferring regulatory element landscapes and gene regulatory networks from integrated analysis in eight hulless barley varieties under abiotic stress. | Xu Q et al. | β | 2022 | β |
| In rheumatoid arthritis inflamed joints share dominant patient-specific B-cell clones. | Musters A et al. | β | 2022 | β |
| Integrated analysis of miRNAs and mRNA profiling reveals the potential roles of miRNAs in sheep hair follicle development. | He J et al. | β | 2022 | β |
| Interpreting coronary artery disease GWAS results: A functional genomics approach assessing biological significance. | Hartmann K et al. | β | 2022 | β |
| LncRNAs at the heart of development and disease. | Anderson KM et al. | β | 2022 | β |
| Massively parallel identification of functionally consequential noncoding genetic variants in undiagnosed rare disease patients. | McQuerry JA et al. | β | 2022 | β |
| Maximal Information Coefficient-Based Testing to Identify Epistasis in Case-Control Association Studies. | Guo Y et al. | β | 2022 | β |
| Molecular Quantitative Trait Locus Mapping in Human Complex Diseases. | Olayinka OA et al. | β | 2022 | β |
| Myogenesis controlled by a long non-coding RNA 1700113A16RIK and post-transcriptional regulation. | Fu X et al. | β | 2022 | β |
| Novel diabetes gene discovery through comprehensive characterization and integrative analysis of longitudinal gene expression changes. | Chen HH et al. | β | 2022 | β |
| PCRMS: a database of predicted cis-regulatory modules and constituent transcription factor binding sites in genomes. | Ni P et al. | β | 2022 | β |
| PGAGP: Predicting pathogenic genes based on adaptive network embedding algorithm. | Zhang Y et al. | β | 2022 | β |
| Polymorphism of coupled indels in porcine TNNC2 alters its transcript splicing and is associated with meat quality traits. | Ma T et al. | β | 2022 | β |
| Predicting Health Risks of Adult Asthmatics Susceptible to Indoor Air Quality Using Improved Logistic and Quantile Regression Models. | Bae WD et al. | β | 2022 | β |
| Profiling the quantitative occupancy of myriad transcription factors across conditions by modeling chromatin accessibility data. | Luo K et al. | β | 2022 | β |
| pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis. | Kerley CI et al. | β | 2022 | β |
| Quality Control Procedures for Genome-Wide Association Studies. | Truong VQ et al. | β | 2022 | β |
| Restricted maximum-likelihood method for learning latent variance components in gene expression data with known and unknown confounders. | Malik MA et al. | β | 2022 | β |
| RNA-RNA interactions between SARS-CoV-2 and host benefit viral development and evolution during COVID-19 infection. | Zhang S et al. | β | 2022 | β |
| Scalable approaches for functional analyses of whole-genome sequencing non-coding variants. | Kuksa PP et al. | β | 2022 | β |
| Sex-specific placental gene expression signatures of small for gestational age at birth. | Chatterjee S et al. | β | 2022 | β |
| Single-cell eQTL mapping identifies cell type-specific genetic control of autoimmune disease. | Yazar S et al. | β | 2022 | β |
| Small Effects: The Indispensable Foundation for a Cumulative Psychological Science. | GΓΆtz FM et al. | β | 2022 | β |
| SNPs in 3'UTR miRNA Target Sequences Associated with Individual Drug Susceptibility. | Rykova E et al. | β | 2022 | β |
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| The Current State of Genetic Testing Platforms for Inherited Retinal Diseases. | Mustafi D et al. | β | 2022 | β |
| The effect of SNPs in lncRNA as ceRNA on the risk and prognosis of hepatocellular carcinoma. | Mo H et al. | β | 2022 | β |
| The Emerging Roles of Long Non-Coding RNAs in Intellectual Disability and Related Neurodevelopmental Disorders. | Liaci C et al. | β | 2022 | β |
| The genetic aetiology of cannabis use: from twin models to genome-wide association studies and beyond. | Verweij KJH et al. | β | 2022 | β |
| The Role of Genetic Testing in Pulmonary Fibrosis: A Perspective From the Pulmonary Fibrosis Foundation Genetic Testing Work Group. | Newton CA et al. | β | 2022 | β |
| The viral and inflammation hypothesis of epileptic seizures based on bioinformatic study of circulating miRNAs and peripheral whole-blood mRNAs of adult epilepsy patients. | Wu J et al. | β | 2022 | β |
| Towards key scientific questions in the diagnosis and treatment of rare diseases: Summary from the 297th Meeting of the Shuangqing Forum. | Zhu CY et al. | β | 2022 | β |
| Understanding the function of regulatory DNA interactions in the interpretation of non-coding GWAS variants. | Zhong W et al. | β | 2022 | β |
| Universal annotation of the human genome through integration of over a thousand epigenomic datasets. | Vu H et al. | β | 2022 | β |
| Variations within Toll-like receptor (TLR) and TLR signaling pathway-related genes and their synergistic effects on the risk of Guillain-BarrΓ© syndrome. | Dutta D et al. | β | 2022 | β |
| ABC-F translation factors: from antibiotic resistance to immune response. | Fostier CR et al. | β | 2021 | β |
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| A comprehensive gene-centric pleiotropic association analysis for 14 psychiatric disorders with GWAS summary statistics. | Lu H et al. | β | 2021 | β |
| A comprehensive integrated post-GWAS analysis of Type 1 diabetes reveals enhancer-based immune dysregulation. | Kim SS et al. | β | 2021 | β |
| A COVARIANCE-ENHANCED APPROACH TO MULTI-TISSUE JOINT EQTL MAPPING WITH APPLICATION TO TRANSCRIPTOME-WIDE ASSOCIATION STUDIES. | Molstad AJ et al. | β | 2021 | β |
| A DNA Regulatory Element Haplotype at Zinc Finger Genes Is Associated with Host Resilience to Small Ruminant Lentivirus in Two Sheep Populations. | Massa AT et al. | β | 2021 | β |
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| An atlas of CNV maps in cattle, goat and sheep. | Huang Y et al. | β | 2021 | β |
| An open approach to systematically prioritize causal variants and genes at all published human GWAS trait-associated loci. | Mountjoy E et al. | β | 2021 | β |
| A Regulatory Role of Chemokine Receptor CXCR3 in the Pathogenesis of Chronic Obstructive Pulmonary Disease and Emphysema. | Li L et al. | β | 2021 | β |
| A regulatory variant at 3q21.1 confers an increased pleiotropic risk for hyperglycemia and altered bone mineral density. | Sinnott-Armstrong N et al. | β | 2021 | β |
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| Associations of polycyclic aromatic hydrocarbons exposure and its interaction with XRCC1 genetic polymorphism with lung cancer: A case-control study. | Zhou S et al. | β | 2021 | β |
| A systematic analysis of protein-altering exonic variants in chronic obstructive pulmonary disease. | Moll M et al. | β | 2021 | β |
| A systematic comparison of normalization methods for eQTL analysis. | Yang J et al. | β | 2021 | β |
| A TNXB splice donor site variant as a cause of hypermobility type Ehlers-Danlos syndrome in patients with congenital adrenal hyperplasia. | Lao Q et al. | β | 2021 | β |
| A transcriptome-wide association study identifies novel susceptibility genes for psoriasis. | Zhu D et al. | β | 2021 | β |
| A transcriptome-wide association study identifies susceptibility genes for Parkinson's disease. | Yao S et al. | β | 2021 | β |
| Battle for supremacy: nucleic acid interactions between viruses and cells. | Hennessy EJ et al. | β | 2021 | β |
| Bench-to-Bedside in Vascular Medicine: Optimizing the Translational Pipeline for Patients With Peripheral Artery Disease. | Alsaigh T et al. | β | 2021 | β |
| Bottleneck-associated changes in the genomic landscape of genetic diversity in wild lynx populations. | Lucena-Perez M et al. | β | 2021 | β |
| CancerImmunityQTL: a database to systematically evaluate the impact of genetic variants on immune infiltration in human cancer. | Tian J et al. | β | 2021 | β |
| Cascading epigenomic analysis for identifying disease genes from the regulatory landscape of GWAS variants. | Ng B et al. | β | 2021 | β |
| CircRNAs as promising biomarkers of inflammatory bowel disease and its associated-colorectal cancer. | Xu Y et al. | β | 2021 | β |
| Comprehensive functional annotation of susceptibility variants identifies genetic heterogeneity between lung adenocarcinoma and squamous cell carcinoma. | Qin N et al. | β | 2021 | β |
| Comprehensive Integrative Analyses Identify TIGD5 rs75547282 as a Risk Variant for Autism Spectrum Disorder. | Xie X et al. | β | 2021 | β |
| Comprehensive transcriptome and methylome analysis delineates the biological basis of hair follicle development and wool-related traits in Merino sheep. | Zhao B et al. | β | 2021 | β |
| ConceptWAS: A high-throughput method for early identification of COVID-19 presenting symptoms and characteristics from clinical notes. | Zhao J et al. | β | 2021 | β |
| Conserved regulatory logic at accessible and inaccessible chromatin during the acute inflammatory response in mammals. | Alizada A et al. | β | 2021 | β |
| CoRE-ATAC: A deep learning model for the functional classification of regulatory elements from single cell and bulk ATAC-seq data. | Thibodeau A et al. | β | 2021 | β |
| CpGmotifs: a tool to discover DNA motifs associated to CpG methylation events. | Scala G et al. | β | 2021 | β |
| Decoding the Equine Genome: Lessons from ENCODE. | Peng S et al. | β | 2021 | β |
| DeepFun: a deep learning sequence-based model to decipher non-coding variant effect in a tissue- and cell type-specific manner. | Pei G et al. | β | 2021 | β |
| Detection of Genetic Overlap Between Rheumatoid Arthritis and Systemic Lupus Erythematosus Using GWAS Summary Statistics. | Lu H et al. | β | 2021 | β |
| Distinct genetic regions are associated with differential population susceptibility to chemical exposures. | Kosnik MB et al. | β | 2021 | β |
| Dynamic landscape of chromatin accessibility and transcriptomic changes during differentiation of human embryonic stem cells into dopaminergic neurons. | MelΓ©ndez-RamΓrez C et al. | β | 2021 | β |
| Dysregulation of chromatin organization in pediatric and adult brain tumors: oncoepigenomic contributions to tumorigenesis and cancer stem cell properties. | Paik S et al. | β | 2021 | β |
| Editorial: Advances in Genomics of Crossbred Farm Animals. | Wu XL et al. | β | 2021 | β |
| Enhancer polymorphisms at the IKZF1 susceptibility locus for acute lymphoblastic leukemia impact B-cell proliferation and differentiation in both Down syndrome and non-Down syndrome genetic backgrounds. | Gant VU et al. | β | 2021 | β |
| 'Enhancing' red cell fate through epigenetic mechanisms. | Rossmann MP et al. | β | 2021 | β |
| Epigenetic Element-Based Transcriptome-Wide Association Study Identifies Novel Genes for Bipolar Disorder. | Yao S et al. | β | 2021 | β |
| Epstein-Barr virus nuclear antigen 2 extensively rewires the human chromatin landscape at autoimmune risk loci. | Hong T et al. | β | 2021 | β |
| Estimating genetic nurture with summary statistics of multigenerational genome-wide association studies. | Wu Y et al. | β | 2021 | β |
| Ethanol-Related Behaviors in Mouse Lines Selectively Bred for Drinking to Intoxication. | Jensen BE et al. | β | 2021 | β |
| Evaluating the Effect of 3'-UTR Variants in <i>DICER1</i> and <i>DROSHA</i> on Their Tissue-Specific Expression by miRNA Target Prediction. | Bug DS et al. | β | 2021 | β |
| Evaluation of Genotype-Based Gene Expression Model Performance: A Cross-Framework and Cross-Dataset Study. | Tavares V et al. | β | 2021 | β |
| Few Fixed Variants between Trophic Specialist Pupfish Species Reveal Candidate Cis-Regulatory Alleles Underlying Rapid Craniofacial Divergence. | McGirr JA et al. | β | 2021 | β |
| Functional annotations of three domestic animal genomes provide vital resources for comparative and agricultural research. | Kern C et al. | β | 2021 | β |
| Functional Genomic Analysis of a RUNX3 Polymorphism Associated With Ankylosing Spondylitis. | Vecellio M et al. | β | 2021 | β |
| Functional variants fine-mapping and gene function characterization provide insights into the role of ZNF323 in schizophrenia pathogenesis. | Li S et al. | β | 2021 | β |
| Gene-Based Testing of Interactions Using XGBoost in Genome-Wide Association Studies. | Guo Y et al. | β | 2021 | β |
| Gene-Environment Interactions Relevant to Estrogen and Risk of Breast Cancer: Can Gene-Environment Interactions Be Detected Only among Candidate SNPs from Genome-Wide Association Studies? | Park J et al. | β | 2021 | β |
| Gene networks and pathways for plasma lipid traits via multitissue multiomics systems analysis. | Blencowe M et al. | β | 2021 | β |
| Genes in human obesity loci are causal obesity genes in C. elegans. | Ke W et al. | β | 2021 | β |
| Genetic and in utero environmental contributions to DNA methylation variation in placenta. | Chatterjee S et al. | β | 2021 | β |
| Genetic architecture of autism spectrum disorder: Lessons from large-scale genomic studies. | Choi L et al. | β | 2021 | β |
| Genetic Epidemiology of Complex Phenotypes. | O'Rielly DD et al. | β | 2021 | β |
| Genetic Pathways and Functional Subnetworks for the Complex Nature of Bipolar Disorder in Genome-Wide Association Study. | Kuo CY et al. | β | 2021 | β |
| Genetic Predisposition to the Mortality in Septic Shock Patients: From GWAS to the Identification of a Regulatory Variant Modulating the Activity of a <i>CISH</i> Enhancer. | Rosier F et al. | β | 2021 | β |
| Genetic Variants in Transcription Factor Binding Sites in Humans: Triggered by Natural Selection and Triggers of Diseases. | Tseng CC et al. | β | 2021 | β |
| Genome editing to define the function of risk loci and variants in rheumatic disease. | Baglaenko Y et al. | β | 2021 | β |
| Genome-Wide Identification of Rare and Common Variants Driving Triglyceride Levels in a Nevada Population. | Read RW et al. | β | 2021 | β |
| Genome-wide landscape establishes novel association signals for metabolic traits in the Arab population. | Hebbar P et al. | β | 2021 | β |
| Germ line polymorphisms of genes involved in pluripotency transcription factors predict efficacy of cetuximab in metastatic colorectal cancer. | Arai H et al. | β | 2021 | β |
| Heritable Variants in the Chromosome <i>1q22</i> Locus Increase Gastric Cancer Risk via Altered Chromatin Looping and Increased UBAP2L Expression. | Guan W et al. | β | 2021 | β |
| Human-lineage-specific genomic elements are associated with neurodegenerative disease and APOE transcript usage. | Chen Z et al. | β | 2021 | β |
| Identification of low-frequency variants of UGT1A3 associated with bladder cancer risk by next-generation sequencing. | Zheng R et al. | β | 2021 | β |
| Identification of LZTFL1 as a candidate effector gene at a COVID-19 risk locus. | Downes DJ et al. | β | 2021 | β |
| <i>ITGB5</i> mutation discovered in a Chinese family with blepharophimosis-ptosis-epicanthus inversus syndrome. | Cheng T et al. | β | 2021 | β |
| Integrating genomics and transcriptomics: Towards deciphering ADHD. | Pujol-Gualdo N et al. | β | 2021 | β |
| Integration of summary data from GWAS and eQTL studies identified novel risk genes for coronary artery disease. | Zhong Y et al. | β | 2021 | β |
| Integrative analysis identifies bHLH transcription factors as contributors to Parkinson's disease risk mechanisms. | Berge-Seidl V et al. | β | 2021 | β |
| Integrative analysis of liver-specific non-coding regulatory SNPs associated with the risk of coronary artery disease. | Selvarajan I et al. | β | 2021 | β |
| Integrative eQTL-weighted hierarchical Cox models for SNP-set based time-to-event association studies. | Lu H et al. | β | 2021 | β |
| Integrative Functional Genomics Implicated the Key T-/B-Cell Deficiency Regulator <i>RAG1</i> in Transarterial Chemoembolization of Hepatocellular Carcinoma. | Xu Y et al. | β | 2021 | β |
| Interpretation of allele-specific chromatin accessibility using cell state-aware deep learning. | Atak ZK et al. | β | 2021 | β |
| Investigation of LINC00493/SMIM26 Gene Suggests Its Dual Functioning at mRNA and Protein Level. | Konina D et al. | β | 2021 | β |
| <i>Parathyroid Hormone</i> Gene and Genes Involved in the Maintenance of Vitamin D Levels Association with Mandibular Retrognathism. | KΓΌchler EC et al. | β | 2021 | β |
| LncAS2Cancer: a comprehensive database for alternative splicing of lncRNAs across human cancers. | Deng Y et al. | β | 2021 | β |
| Lossless integration of multiple electronic health records for identifying pleiotropy using summary statistics. | Li R et al. | β | 2021 | β |
| Master lineage transcription factors anchor trans mega transcriptional complexes at highly accessible enhancer sites to promote long-range chromatin clustering and transcription of distal target genes. | White SM et al. | β | 2021 | β |
| Mechanisms Underlying the Comorbidity of Schizophrenia and Type 2 Diabetes Mellitus. | Mizuki Y et al. | β | 2021 | β |
| Minor Intron Splicing from Basic Science to Disease. | El Marabti E et al. | β | 2021 | β |
| MiR-3130-5p is an intermediate modulator of 2q33 and influences the invasiveness of lung adenocarcinoma by targeting NDUFS1. | Zhan J et al. | β | 2021 | β |
| MLIP genotype as a predictor of pharmacological response in primary open-angle glaucoma and ocular hypertension. | Canut MI et al. | β | 2021 | β |
| Molecular genetics of substance use disorders: An umbrella review. | Lopez-Leon S et al. | β | 2021 | β |
| Multi-omics analyses of cognitive traits and psychiatric disorders highlights brain-dependent mechanisms. | Korologou-Linden R et al. | β | 2021 | β |
| Multi-tissue transcriptome-wide association studies. | Grinberg NF et al. | β | 2021 | β |
| Neuroimaging PheWAS (Phenome-Wide Association Study): A Free Cloud-Computing Platform for Big-Data, Brain-Wide Imaging Association Studies. | Zhao L et al. | β | 2021 | β |
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