Systems biology and gene networks in neurodevelopmental and neurodegenerative disorders

NN Parikshak, MJ Gandal, DH Geschwind - Nature Reviews Genetics, 2015 - nature.com
Genetic and genomic approaches have implicated hundreds of genetic loci in
neurodevelopmental disorders and neurodegeneration, but mechanistic understanding …

Predicting protein–protein interactions from the molecular to the proteome level

O Keskin, N Tuncbag, A Gursoy - Chemical reviews, 2016 - ACS Publications
Identification of protein–protein interactions (PPIs) is at the center of molecular biology
considering the unquestionable role of proteins in cells. Combinatorial interactions result in …

Uncovering disease-disease relationships through the incomplete interactome

J Menche, A Sharma, M Kitsak, SD Ghiassian, M Vidal… - Science, 2015 - science.org
INTRODUCTION A disease is rarely a straightforward consequence of an abnormality in a
single gene, but rather reflects the interplay of multiple molecular processes. The …

Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review

P Csermely, T Korcsmáros, HJM Kiss, G London… - Pharmacology & …, 2013 - Elsevier
Despite considerable progress in genome-and proteome-based high-throughput screening
methods and in rational drug design, the increase in approved drugs in the past decade did …

Methods for biological data integration: perspectives and challenges

V Gligorijević, N Pržulj - Journal of the Royal Society …, 2015 - royalsocietypublishing.org
Rapid technological advances have led to the production of different types of biological data
and enabled construction of complex networks with various types of interactions between …

Fundamentals of protein interaction network mapping

J Snider, M Kotlyar, P Saraon, Z Yao… - Molecular systems …, 2015 - embopress.org
Studying protein interaction networks of all proteins in an organism (“interactomes”) remains
one of the major challenges in modern biomedicine. Such information is crucial to …

Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species

KR Bradnam, JN Fass, A Alexandrov, P Baranay… - …, 2013 - academic.oup.com
Background The process of generating raw genome sequence data continues to become
cheaper, faster, and more accurate. However, assembly of such data into high-quality …

The discovery of integrated gene networks for autism and related disorders

F Hormozdiari, O Penn, E Borenstein… - Genome …, 2015 - genome.cshlp.org
Despite considerable genetic heterogeneity underlying neurodevelopmental diseases, there
is compelling evidence that many disease genes will map to a much smaller number of …

Network target for screening synergistic drug combinations with application to traditional Chinese medicine

S Li, B Zhang, N Zhang - BMC systems biology, 2011 - Springer
Background Multicomponent therapeutics offer bright prospects for the control of complex
diseases in a synergistic manner. However, finding ways to screen the synergistic …

Machine learning on protein–protein interaction prediction: models, challenges and trends

T Tang, X Zhang, Y Liu, H Peng, B Zheng… - Briefings in …, 2023 - academic.oup.com
Protein–protein interactions (PPIs) carry out the cellular processes of all living organisms.
Experimental methods for PPI detection suffer from high cost and false-positive rate, hence …