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 …

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 …

Large-scale deep multi-layer analysis of Alzheimer's disease brain reveals strong proteomic disease-related changes not observed at the RNA level

ECB Johnson, EK Carter, EB Dammer, DM Duong… - Nature …, 2022 - nature.com
The biological processes that are disrupted in the Alzheimer's disease (AD) brain remain
incompletely understood. In this study, we analyzed the proteomes of more than 1,000 brain …

hdWGCNA identifies co-expression networks in high-dimensional transcriptomics data

S Morabito, F Reese, N Rahimzadeh, E Miyoshi… - Cell reports …, 2023 - cell.com
Biological systems are immensely complex, organized into a multi-scale hierarchy of
functional units based on tightly regulated interactions between distinct molecules, cells …

Large-scale proteomic analysis of Alzheimer's disease brain and cerebrospinal fluid reveals early changes in energy metabolism associated with microglia and …

ECB Johnson, EB Dammer, DM Duong, L Ping… - Nature medicine, 2020 - nature.com
Our understanding of Alzheimer's disease (AD) pathophysiology remains incomplete. Here
we used quantitative mass spectrometry and coexpression network analysis to conduct the …

Long-term maturation of human cortical organoids matches key early postnatal transitions

A Gordon, SJ Yoon, SS Tran, CD Makinson… - Nature …, 2021 - nature.com
Human stem-cell-derived models provide the promise of accelerating our understanding of
brain disorders, but not knowing whether they possess the ability to mature beyond mid-to …

Functional genomic landscape of acute myeloid leukaemia

JW Tyner, CE Tognon, D Bottomly, B Wilmot, SE Kurtz… - Nature, 2018 - nature.com
The implementation of targeted therapies for acute myeloid leukaemia (AML) has been
challenging because of the complex mutational patterns within and across patients as well …

Age-related Huntington's disease progression modeled in directly reprogrammed patient-derived striatal neurons highlights impaired autophagy

YM Oh, SW Lee, WK Kim, S Chen, VA Church… - Nature …, 2022 - nature.com
Huntington's disease (HD) is an inherited neurodegenerative disorder with adult-onset
clinical symptoms, but the mechanism by which aging drives the onset of neurodegeneration …

Co-regulatory networks of human serum proteins link genetics to disease

V Emilsson, M Ilkov, JR Lamb, N Finkel… - Science, 2018 - science.org
Proteins circulating in the blood are critical for age-related disease processes; however, the
serum proteome has remained largely unexplored. To this end, 4137 proteins covering most …

Gene co-expression analysis for functional classification and gene–disease predictions

S Van Dam, U Vosa, A van der Graaf… - Briefings in …, 2018 - academic.oup.com
Gene co-expression networks can be used to associate genes of unknown function with
biological processes, to prioritize candidate disease genes or to discern transcriptional …