Network medicine: a network-based approach to human disease

AL Barabási, N Gulbahce, J Loscalzo - Nature reviews genetics, 2011 - nature.com
Given the functional interdependencies between the molecular components in a human cell,
a disease is rarely a consequence of an abnormality in a single gene, but reflects the …

Patterns and evolutionary consequences of pleiotropy

J Zhang - Annual review of ecology, evolution, and systematics, 2023 - annualreviews.org
Pleiotropy refers to the phenomenon of one gene or one mutation affecting multiple
phenotypic traits. While the concept of pleiotropy is as old as Mendelian genetics, functional …

Human symptoms–disease network

XZ Zhou, J Menche, AL Barabási, A Sharma - Nature communications, 2014 - nature.com
In the post-genomic era, the elucidation of the relationship between the molecular origins of
diseases and their resulting phenotypes is a crucial task for medical research. Here, we use …

Abundant pleiotropy in human complex diseases and traits

S Sivakumaran, F Agakov, E Theodoratou… - The American Journal of …, 2011 - cell.com
We present a systematic review of pleiotropy among SNPs and genes reported to show
genome-wide association with common complex diseases and traits. We find abundant …

The many faces of pleiotropy

AB Paaby, MV Rockman - Trends in genetics, 2013 - cell.com
Pleiotropy is the well-established phenomenon of a single gene affecting multiple traits. It
has long played a central role in theoretical, experimental, and clinical research in genetics …

The pleiotropic structure of the genotype–phenotype map: the evolvability of complex organisms

GP Wagner, J Zhang - Nature Reviews Genetics, 2011 - nature.com
It was first noticed 100 years ago that mutations tend to affect more than one phenotypic
characteristic, a phenomenon that was called'pleiotropy'. Because pleiotropy was found so …

Proteome survey reveals modularity of the yeast cell machinery

AC Gavin, P Aloy, P Grandi, R Krause, M Boesche… - Nature, 2006 - nature.com
Protein complexes are key molecular entities that integrate multiple gene products to
perform cellular functions. Here we report the first genome-wide screen for complexes in an …

High-quality binary protein interaction map of the yeast interactome network

H Yu, P Braun, MA Yıldırım, I Lemmens, K Venkatesan… - Science, 2008 - science.org
Current yeast interactome network maps contain several hundred molecular complexes with
limited and somewhat controversial representation of direct binary interactions. We carried …

The chemical genomic portrait of yeast: uncovering a phenotype for all genes

ME Hillenmeyer, E Fung, J Wildenhain, SE Pierce… - Science, 2008 - science.org
Genetics aims to understand the relation between genotype and phenotype. However,
because complete deletion of most yeast genes (∼ 80%) has no obvious phenotypic …

The loci of evolution: how predictable is genetic evolution?

DL Stern, V Orgogozo - Evolution, 2008 - academic.oup.com
Is genetic evolution predictable? Evolutionary developmental biologists have argued that, at
least for morphological traits, the answer is a resounding yes. Most mutations causing …