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 …

meraligner: A fully parallel sequence aligner

E Georganas, A Buluc, J Chapman… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
Aligning a set of query sequences to a set of target sequences is an important task in
bioinformatics. In this work we present merAligner, a highly parallel sequence aligner that …

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 …

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 …

Exploring the binary precision capabilities of tensor cores for epistasis detection

R Nobre, A Ilic, S Santander-Jiménez… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Genome-wide association studies are performed to correlate a number of diseases and
other physical or even psychological conditions (phenotype) with substitutions of …

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 …

Retargeting tensor accelerators for epistasis detection

R Nobre, A Ilic, S Santander-Jiménez… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The substitution of nucleotides at specific positions in the genome of a population, known as
single-nucleotide polymorphisms (SNPs), has been correlated with a number of important …

Fourth-order exhaustive epistasis detection for the xPU Era

R Nobre, A Ilic, S Santander-Jiménez… - Proceedings of the 50th …, 2021 - dl.acm.org
The investigation of highly-efficient parallel algorithms targeting modern heterogeneous
systems can provide bioinformaticians new mechanisms to find relations between genetics …

SpEpistasis: A sparse approach for three-way epistasis detection

D Marques, L Sousa, A Ilic - Journal of Parallel and Distributed Computing, 2025 - Elsevier
Epistasis detection is a fundamental application in the areas of bioinformatics and
biomedicine, providing important insights regarding the relationship between the human …

Accelerating 3-way epistasis detection with CPU+ GPU processing

R Nobre, S Santander-Jiménez, L Sousa… - Workshop on job …, 2020 - Springer
Abstract A Single Nucleotide Polymorphism (SNP) is a DNA variation occurring when a
single nucleotide differs between individuals of a species. Some conditions can be …