[HTML][HTML] Network analysis methods for studying microbial communities: A mini review

MS Matchado, M Lauber, S Reitmeier… - Computational and …, 2021 - Elsevier
Microorganisms including bacteria, fungi, viruses, protists and archaea live as communities
in complex and contiguous environments. They engage in numerous inter-and intra …

Single-cell network biology for resolving cellular heterogeneity in human diseases

J Cha, I Lee - Experimental & molecular medicine, 2020 - nature.com
Understanding cellular heterogeneity is the holy grail of biology and medicine. Cells
harboring identical genomes show a wide variety of behaviors in multicellular organisms …

A randomized controlled trial for response of microbiome network to exercise and diet intervention in patients with nonalcoholic fatty liver disease

R Cheng, L Wang, S Le, Y Yang, C Zhao… - Nature …, 2022 - nature.com
Exercise and diet are treatments for nonalcoholic fatty liver disease (NAFLD) and
prediabetes, however, how exercise and diet interventions impact gut microbiota in patients …

Spearheading future omics analyses using dyngen, a multi-modal simulator of single cells

R Cannoodt, W Saelens, L Deconinck… - Nature communications, 2021 - nature.com
We present dyngen, a multi-modal simulation engine for studying dynamic cellular
processes at single-cell resolution. dyngen is more flexible than current single-cell …

Cardiomyocyte gene programs encoding morphological and functional signatures in cardiac hypertrophy and failure

S Nomura, M Satoh, T Fujita, T Higo, T Sumida… - Nature …, 2018 - nature.com
Pressure overload induces a transition from cardiac hypertrophy to heart failure, but its
underlying mechanisms remain elusive. Here we reconstruct a trajectory of cardiomyocyte …

Resolving heterogeneity in schizophrenia through a novel systems approach to brain structure: individualized structural covariance network analysis

Z Liu, L Palaniyappan, X Wu, K Zhang, J Du… - Molecular …, 2021 - nature.com
Reliable map** of system-level individual differences is a critical first step toward
precision medicine for complex disorders such as schizophrenia. Disrupted structural …

Cell-specific network constructed by single-cell RNA sequencing data

H Dai, L Li, T Zeng, L Chen - Nucleic acids research, 2019 - academic.oup.com
Single-cell RNA sequencing (scRNA-seq) is able to give an insight into the gene–gene
associations or transcriptional networks among cell populations based on the sequencing of …

[PDF][PDF] Current and future directions in network biology

M Zitnik, MM Li, A Wells, K Glass… - Bioinformatics …, 2024 - academic.oup.com
Network biology is an interdisciplinary field bridging computational and biological sciences
that has proved pivotal in advancing the understanding of cellular functions and diseases …

Estimating sample-specific regulatory networks

ML Kuijjer, MG Tung, GC Yuan, J Quackenbush… - Iscience, 2019 - cell.com
Biological systems are driven by intricate interactions among molecules. Many methods
have been developed that draw on large numbers of expression samples to infer …

Elucidating tumor heterogeneity from spatially resolved transcriptomics data by multi-view graph collaborative learning

C Zuo, Y Zhang, C Cao, J Feng, M Jiao… - Nature …, 2022 - nature.com
Spatially resolved transcriptomics (SRT) technology enables us to gain novel insights into
tissue architecture and cell development, especially in tumors. However, lacking …