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For: Broadaway KA, Duncan R, Conneely KN, Almli LM, Bradley B, Ressler KJ, Epstein MP. Kernel Approach for Modeling Interaction Effects in Genetic Association Studies of Complex Quantitative Traits. Genet Epidemiol 2015;39:366-75. [PMID: 25885490 DOI: 10.1002/gepi.21901] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Revised: 02/16/2015] [Accepted: 02/27/2015] [Indexed: 12/29/2022]
Number Cited by Other Article(s)
1
Ozminkowski S, Solís‐Lemus C. Identifying microbial drivers in biological phenotypes with a Bayesian network regression model. Ecol Evol 2024;14:e11039. [PMID: 38774136 PMCID: PMC11106058 DOI: 10.1002/ece3.11039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 01/29/2024] [Accepted: 02/03/2024] [Indexed: 05/24/2024]  Open
2
Kim J, Shen J, Wang A, Mehrotra DV, Ko S, Zhou JJ, Zhou H. VCSEL: Prioritizing SNP-set by penalized variance component selection. Ann Appl Stat 2021;15:1652-1672. [DOI: 10.1214/21-aoas1491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
3
Chi JT, Ipsen ICF, Hsiao TH, Lin CH, Wang LS, Lee WP, Lu TP, Tzeng JY. SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data. Front Genet 2021;12:710055. [PMID: 34795690 PMCID: PMC8593472 DOI: 10.3389/fgene.2021.710055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 09/13/2021] [Indexed: 11/13/2022]  Open
4
Liu JZ, Deng W, Lee J, Lin PID, Valeri L, Christiani DC, Bellinger DC, Wright RO, Mazumdar MM, Coull BA. A Cross-validated Ensemble Approach to Robust Hypothesis Testing of Continuous Nonlinear Interactions: Application to Nutrition-Environment Studies. J Am Stat Assoc 2021;117:561-573. [PMID: 36310839 PMCID: PMC9611147 DOI: 10.1080/01621459.2021.1962889] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Revised: 07/23/2021] [Accepted: 07/28/2021] [Indexed: 01/03/2023]
5
Integration of peripheral transcriptomics, genomics, and interactomics following trauma identifies causal genes for symptoms of post-traumatic stress and major depression. Mol Psychiatry 2021;26:3077-3092. [PMID: 33963278 DOI: 10.1038/s41380-021-01084-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 02/26/2021] [Accepted: 03/26/2021] [Indexed: 02/03/2023]
6
Family-based gene-environment interaction using sequence kernel association test (FGE-SKAT) for complex quantitative traits. Sci Rep 2021;11:7431. [PMID: 33795796 PMCID: PMC8016937 DOI: 10.1038/s41598-021-86871-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 03/22/2021] [Indexed: 11/30/2022]  Open
7
Zhang H, Zhao N, Mehrotra DV, Shen J. Composite Kernel Association Test (CKAT) for SNP-set joint assessment of genotype and genotype-by-treatment interaction in Pharmacogenetics studies. Bioinformatics 2020;36:3162-3168. [PMID: 32101275 DOI: 10.1093/bioinformatics/btaa125] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 02/14/2020] [Accepted: 02/19/2020] [Indexed: 11/14/2022]  Open
8
Liu L, Wang P, Meng J, Chen L, Zhu W, Ma W. A permutation method for detecting trend correlations in rare variant association studies. Genet Res (Camb) 2019;101:e13. [PMID: 31831092 PMCID: PMC7044977 DOI: 10.1017/s0016672319000120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 09/25/2019] [Accepted: 11/07/2019] [Indexed: 01/14/2023]  Open
9
Zhao N, Zhang H, Clark JJ, Maity A, Wu MC. Composite kernel machine regression based on likelihood ratio test for joint testing of genetic and gene–environment interaction effect. Biometrics 2019;75:625-637. [DOI: 10.1111/biom.13003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 10/09/2018] [Indexed: 12/17/2022]
10
Shao F, Wang Y, Zhao Y, Yang S. Identifying and exploiting gene-pathway interactions from RNA-seq data for binary phenotype. BMC Genet 2019;20:36. [PMID: 30890140 PMCID: PMC6423879 DOI: 10.1186/s12863-019-0739-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 03/12/2019] [Indexed: 11/29/2022]  Open
11
Larson NB, Chen J, Schaid DJ. A review of kernel methods for genetic association studies. Genet Epidemiol 2019;43:122-136. [PMID: 30604442 DOI: 10.1002/gepi.22180] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 11/09/2018] [Accepted: 11/26/2018] [Indexed: 12/17/2022]
12
Gauderman WJ, Mukherjee B, Aschard H, Hsu L, Lewinger JP, Patel CJ, Witte JS, Amos C, Tai CG, Conti D, Torgerson DG, Lee S, Chatterjee N. Update on the State of the Science for Analytical Methods for Gene-Environment Interactions. Am J Epidemiol 2017;186:762-770. [PMID: 28978192 PMCID: PMC5859988 DOI: 10.1093/aje/kwx228] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 04/24/2017] [Accepted: 04/25/2017] [Indexed: 12/14/2022]  Open
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