Attacking the opioid epidemic: Determining the epistatic and pleiotropic genetic architectures for chronic pain and opioid addiction
We describe the CoMet application for large-scale epistatic Genome-Wide Association
Studies (eGWAS) and pleiotropy studies. High performance is attained by transforming the …
Studies (eGWAS) and pleiotropy studies. High performance is attained by transforming the …
meraligner: A fully parallel sequence aligner
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 …
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
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 …
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 …
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
Genome-wide association studies are performed to correlate a number of diseases and
other physical or even psychological conditions (phenotype) with substitutions of …
other physical or even psychological conditions (phenotype) with substitutions of …
High-speed exhaustive 3-locus interaction epistasis analysis on FPGAs
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 …
quantitative genetics. It is believed that these interactions play a significant role in genetic …
Retargeting tensor accelerators for epistasis detection
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 …
single-nucleotide polymorphisms (SNPs), has been correlated with a number of important …
Fourth-order exhaustive epistasis detection for the xPU Era
The investigation of highly-efficient parallel algorithms targeting modern heterogeneous
systems can provide bioinformaticians new mechanisms to find relations between genetics …
systems can provide bioinformaticians new mechanisms to find relations between genetics …
SpEpistasis: A sparse approach for three-way epistasis detection
Epistasis detection is a fundamental application in the areas of bioinformatics and
biomedicine, providing important insights regarding the relationship between the human …
biomedicine, providing important insights regarding the relationship between the human …
Accelerating 3-way epistasis detection with CPU+ GPU processing
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 …
single nucleotide differs between individuals of a species. Some conditions can be …