A review on methods for detecting SNP interactions in high-dimensional genomic data

S Uppu, A Krishna, RP Gopalan - IEEE/ACM transactions on …, 2016 - ieeexplore.ieee.org
In this era of genome-wide association studies (GWAS), the quest for understanding the
genetic architecture of complex diseases is rapidly increasing more than ever before. The …

Attacking the opioid epidemic: Determining the epistatic and pleiotropic genetic architectures for chronic pain and opioid addiction

W Joubert, D Weighill, D Kainer… - … Conference for High …, 2018 - ieeexplore.ieee.org
We describe the CoMet application for large-scale epistatic Genome-Wide Association
Studies (eGWAS) and pleiotropy studies. High performance is attained by transforming the …

Review on GPU accelerated methods for genome-wide SNP-SNP interactions

W Ren, Z Liang - Molecular Genetics and Genomics, 2025 - Springer
Detecting genome-wide SNP-SNP interactions (epistasis) efficiently is essential to
harnessing the vast data now available from modern biobanks. With millions of SNPs and …

GPU-accelerated exhaustive search for third-order epistatic interactions in case–control studies

J González-Domínguez, B Schmidt - Journal of Computational Science, 2015 - Elsevier
Interest in discovering combinations of genetic markers from case–control studies, such as
Genome Wide Association Studies (GWAS), that are strongly associated to diseases has …

New algorithms for detecting multi-effect and multi-way epistatic interactions

J Ansarifar, L Wang - Bioinformatics, 2019 - academic.oup.com
Motivation Epistasis, which is the phenomenon of genetic interactions, plays a central role in
many scientific discoveries. However, due to the combinatorial nature of the problem, it is …

Discovering genetic factors for psoriasis through exhaustively searching for significant second order SNP-SNP interactions

KY Lee, KS Leung, NLS Tang, MH Wong - Scientific reports, 2018 - nature.com
In this paper, we aim at discovering genetic factors of psoriasis through searching for
statistically significant SNP-SNP interactions exhaustively from two real psoriasis genome …

Fast search of third-order epistatic interactions on CPU and GPU clusters

C Ponte-Fernández… - … Journal of High …, 2020 - journals.sagepub.com
Genome-Wide Association Studies (GWASs), analyses that try to find a link between a given
phenotype (such as a disease) and genetic markers, have been growing in popularity in the …

High-speed exhaustive 3-locus interaction epistasis analysis on FPGAs

JC Kässens, L Wienbrandt… - Journal of …, 2015 - Elsevier
Epistasis, the interaction between genes, has become a major topic in molecular and
quantitative genetics. It is believed that these interactions play a significant role in genetic …

Parallel pairwise epistasis detection on heterogeneous computing architectures

J González-Domínguez, S Ramos… - … on Parallel and …, 2015 - ieeexplore.ieee.org
Development of new methods to detect pairwise epistasis, such as SNP-SNP interactions, in
Genome-Wide Association Studies is an important task in bioinformatics as they can help to …

Large-scale genome-wide association studies on a GPU cluster using a CUDA-accelerated PGAS programming model

J González-Domínguez, JC Kässens… - … Journal of High …, 2015 - journals.sagepub.com
Detecting epistasis, such as 2-SNP interactions, in genome-wide association studies
(GWAS) is an important but time consuming operation. Consequently, GPUs have already …