Methods of integrating data to uncover genotype–phenotype interactions

MD Ritchie, ER Holzinger, R Li… - Nature Reviews …, 2015 - nature.com
Recent technological advances have expanded the breadth of available omic data, from
whole-genome sequencing data, to extensive transcriptomic, methylomic and metabolomic …

Mapping complex disease traits with global gene expression

W Cookson, L Liang, G Abecasis, M Moffatt… - Nature Reviews …, 2009 - nature.com
Variation in gene expression is an important mechanism underlying susceptibility to
complex disease. The simultaneous genome-wide assay of gene expression and genetic …

GSVA: gene set variation analysis for microarray and RNA-seq data

S Hänzelmann, R Castelo, J Guinney - BMC bioinformatics, 2013 - Springer
Background Gene set enrichment (GSE) analysis is a popular framework for condensing
information from gene expression profiles into a pathway or signature summary. The …

Understanding mechanisms underlying human gene expression variation with RNA sequencing

JK Pickrell, JC Marioni, AA Pai, JF Degner… - Nature, 2010 - nature.com
Understanding the genetic mechanisms underlying natural variation in gene expression is a
central goal of both medical and evolutionary genetics, and studies of expression …

Human metabolic individuality in biomedical and pharmaceutical research

K Suhre, SY Shin, AK Petersen, RP Mohney… - Nature, 2011 - nature.com
Genome-wide association studies (GWAS) have identified many risk loci for complex
diseases, but effect sizes are typically small and information on the underlying biological …

Inherited GATA3 variants are associated with Ph-like childhood acute lymphoblastic leukemia and risk of relapse

V Perez-Andreu, KG Roberts, RC Harvey, W Yang… - Nature …, 2013 - nature.com
Recent genomic profiling of childhood acute lymphoblastic leukemia (ALL) identified a high-
risk subtype with an expression signature resembling that of Philadelphia chromosome …

Revealing the architecture of gene regulation: the promise of eQTL studies

Y Gilad, SA Rifkin, JK Pritchard - Trends in genetics, 2008 - cell.com
Expression quantitative trait loci (eQTL) mapping studies have become a widely used tool
for identifying genetic variants that affect gene regulation. In these studies, expression levels …

[图书][B] Textbook of personalized medicine

KK Jain - 2015 - Springer
Molecular diagnostics, the use of diagnostic testing to understand the molecular
mechanisms of an individual patient's disease, will be pivotal in the delivery of safe and …

Testicular cancer survivorship: research strategies and recommendations

LB Travis, C Beard, JM Allan, AA Dahl… - Journal of the …, 2010 - academic.oup.com
Testicular cancer represents the most curable solid tumor, with a 10-year survival rate of
more than 95%. Given the young average age at diagnosis, it is estimated that effective …

Cancer pharmacogenomics: strategies and challenges

HE Wheeler, ML Maitland, ME Dolan, NJ Cox… - Nature Reviews …, 2013 - nature.com
Genetic variation influences the response of an individual to drug treatments. Understanding
this variation has the potential to make therapy safer and more effective by determining …