Artificial intelligence in cancer target identification and drug discovery

Y You, X Lai, Y Pan, H Zheng, J Vera, S Liu… - … and Targeted Therapy, 2022 - nature.com
Artificial intelligence is an advanced method to identify novel anticancer targets and discover
novel drugs from biology networks because the networks can effectively preserve and …

A guide to conquer the biological network era using graph theory

M Koutrouli, E Karatzas, D Paez-Espino… - … in bioengineering and …, 2020 - frontiersin.org
Networks are one of the most common ways to represent biological systems as complex sets
of binary interactions or relations between different bioentities. In this article, we discuss the …

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 …

Integrative analysis of drug response and clinical outcome in acute myeloid leukemia

D Bottomly, N Long, AR Schultz, SE Kurtz, CE Tognon… - Cancer cell, 2022 - cell.com
Acute myeloid leukemia (AML) is a cancer of myeloid-lineage cells with limited therapeutic
options. We previously combined ex vivo drug sensitivity with genomic, transcriptomic, and …

Functional genomic landscape of cancer-intrinsic evasion of killing by T cells

KA Lawson, CM Sousa, X Zhang, E Kim, R Akthar… - Nature, 2020 - nature.com
The genetic circuits that allow cancer cells to evade destruction by the host immune system
remain poorly understood,–. Here, to identify a phenotypically robust core set of genes and …

Proteomics analysis of plasma from middle-aged adults identifies protein markers of dementia risk in later life

KA Walker, J Chen, L Shi, Y Yang, M Fornage… - Science translational …, 2023 - science.org
A diverse set of biological processes have been implicated in the pathophysiology of
Alzheimer's disease (AD) and related dementias. However, there is limited understanding of …

Gut microbially produced indole-3-propionic acid inhibits atherosclerosis by promoting reverse cholesterol transport and its deficiency is causally related to …

H Xue, X Chen, C Yu, Y Deng, Y Zhang… - Circulation …, 2022 - Am Heart Assoc
Background: Accumulating evidence has shown that disorders in the gut microbiota and
derived metabolites affect the development of atherosclerotic cardiovascular disease …

[HTML][HTML] The global phosphorylation landscape of SARS-CoV-2 infection

M Bouhaddou, D Memon, B Meyer, KM White… - Cell, 2020 - cell.com
The causative agent of the coronavirus disease 2019 (COVID-19) pandemic, severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2), has infected millions and killed …

RNA-Seq signatures normalized by mRNA abundance allow absolute deconvolution of human immune cell types

G Monaco, B Lee, W Xu, S Mustafah, YY Hwang… - Cell reports, 2019 - cell.com
The molecular characterization of immune subsets is important for designing effective
strategies to understand and treat diseases. We characterized 29 immune cell types within …

Integration of spatial and single-cell transcriptomic data elucidates mouse organogenesis

T Lohoff, S Ghazanfar, A Missarova, N Koulena… - Nature …, 2022 - nature.com
Molecular profiling of single cells has advanced our knowledge of the molecular basis of
development. However, current approaches mostly rely on dissociating cells from tissues …