Novel extensions of label propagation for biomarker discovery in genomic data

ME Stokes - 2014 - search.proquest.com
One primary goal of analyzing genomic data is the identification of biomarkers which may be
causative of, correlated with, or otherwise biologically relevant to disease phenotypes. In this …

Using C-JAMP to Investigate Epistasis and Pleiotropy

S Konigorski, BS Glicksberg - Epistasis: Methods and Protocols, 2021 - Springer
Unraveling the complex biological mechanisms underlying human health and disease is a
great challenge. With genomic data, many aspects can be investigated in great detail, such …

[PDF][PDF] Exploring Genetic Susceptibility: Using a combined systems biology, in vitro and ex vivo approach to understand the pathology of ulcerative colitis

J Brooks - 2018 - ueaeprints.uea.ac.uk
The overall aim of this PhD is to use a multidisciplinary approach to determine the function of
Ulcerative Colitis (UC) associated SNPs, to help understand the role of SNPs in the …

EpiPen: an R package to investigate two-locus epistatic models

RK Walters, C Laurin, GH Lubke - Twin Research and Human …, 2014 - cambridge.org
Epistasis is a growing area of research in genome-wide studies, but the differences between
alternative definitions of epistasis remain a source of confusion for many researchers. One …

FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters

H Martínez Pérez, S Barrachina Mir, MI Castillo Catalán… - 2018 - repositori.uji.es
We introduce a version of the epistasis test in FaST-LMM for clusters of multithreaded
processors. This new software maintains the sensitivity of the original FaST-LMM while …

Identifying genetic risk factors via sparse group lasso with group graph structure

T Yang, P Thompson, S Zhao, J Ye - arXiv preprint arXiv:1709.03645, 2017 - arxiv.org
Genome-wide association studies (GWA studies or GWAS) investigate the relationships
between genetic variants such as single-nucleotide polymorphisms (SNPs) and individual …

Modelling human complex traits with regression and neural-network based methods

M Kelemen - 2021 - repository.cam.ac.uk
Identifying how epistasis, non-linear genetic effects, contribute to phenotypic variance in
humans has been an enduring challenge. So far neither the computational resources that …

[PDF][PDF] Gene-Gene interactions of CYP2D6 (* 2,* 4,* 10) and GST (T1, M1, P1) variants in Essential Hypertensive Jat Sikh patients.

T Kaur, G Gandhi - Polymorphism, 2021 - peerpublishers.com
Objective: To investigate interactions, if any, among six functional SNPs of metabolic genes
viz. CYP2D6 (* 2,* 4,* 10) and GST (T1, M1, P1) in essential hypertensive Jat Sikh north …

[图书][B] Compression and Version Control of Biological Networks

T Cowman - 2021 - search.proquest.com
COMPRESSION AND VERSION CONTROL OF BIOLOGICAL NETWORKS Page 1
COMPRESSION AND VERSION CONTROL OF BIOLOGICAL NETWORKS by TYLER COWMAN …

Bioinformatics Approaches for Investigating Missing Heritability in Complex Traits

J Choi - 2020 - search.proquest.com
Advancements in high-throughput technologies and high-performance computing have
enabled the discovery of tens of thousands of genetic associations for complex traits and …