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[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 …
in complex and contiguous environments. They engage in numerous inter-and intra …
Single-cell network biology for resolving cellular heterogeneity in human diseases
Understanding cellular heterogeneity is the holy grail of biology and medicine. Cells
harboring identical genomes show a wide variety of behaviors in multicellular organisms …
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 …
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
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 …
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
Pressure overload induces a transition from cardiac hypertrophy to heart failure, but its
underlying mechanisms remain elusive. Here we reconstruct a trajectory of cardiomyocyte …
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
Reliable map** of system-level individual differences is a critical first step toward
precision medicine for complex disorders such as schizophrenia. Disrupted structural …
precision medicine for complex disorders such as schizophrenia. Disrupted structural …
Cell-specific network constructed by single-cell RNA sequencing data
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 …
associations or transcriptional networks among cell populations based on the sequencing of …
[PDF][PDF] Current and future directions in network biology
Network biology is an interdisciplinary field bridging computational and biological sciences
that has proved pivotal in advancing the understanding of cellular functions and diseases …
that has proved pivotal in advancing the understanding of cellular functions and diseases …
Estimating sample-specific regulatory networks
Biological systems are driven by intricate interactions among molecules. Many methods
have been developed that draw on large numbers of expression samples to infer …
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
Spatially resolved transcriptomics (SRT) technology enables us to gain novel insights into
tissue architecture and cell development, especially in tumors. However, lacking …
tissue architecture and cell development, especially in tumors. However, lacking …