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The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification
Understanding interaction mechanisms within cells, tissues, and organisms is crucial for
driving developments across biology and medicine. Mathematical modeling is an essential …
driving developments across biology and medicine. Mathematical modeling is an essential …
Differentiable simulation to develop molecular dynamics force fields for disordered proteins
JG Greener - Chemical Science, 2024 - pubs.rsc.org
Implicit solvent force fields are computationally efficient but can be unsuitable for running
molecular dynamics on disordered proteins. Here I improve the a99SB-disp force field and …
molecular dynamics on disordered proteins. Here I improve the a99SB-disp force field and …
The tidyomics ecosystem: Enhancing omic data analyses
The growth of omic data presents evolving challenges in data manipulation, analysis and
integration. Addressing these challenges, Bioconductor provides an extensive community …
integration. Addressing these challenges, Bioconductor provides an extensive community …
[HTML][HTML] A survey of k-mer methods and applications in bioinformatics
The rapid progression of genomics and proteomics has been driven by the advent of
advanced sequencing technologies, large, diverse, and readily available omics datasets …
advanced sequencing technologies, large, diverse, and readily available omics datasets …
Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life
Clonal hematopoiesis becomes increasingly common with age, but its cause is enigmatic
because driver mutations are often absent. Serial observations infer weak selection …
because driver mutations are often absent. Serial observations infer weak selection …
Myeloid-derived suppressor–cell dynamics control outcomes in the metastatic niche
Myeloid-derived suppressor cells (MDSC) play a prominent role in the tumor
microenvironment. A quantitative understanding of the tumor–MDSC interactions that …
microenvironment. A quantitative understanding of the tumor–MDSC interactions that …
Sainsc: A Computational Tool for Segmentation‐Free Analysis of In Situ Capture Data
N Müller‐Bötticher, S Tiesmeyer, R Eils… - Small …, 2024 - Wiley Online Library
Spatially resolved transcriptomics (SRT) has become the method of choice for characterising
the complexity of biomedical tissue samples. Until recently, scientists were restricted to SRT …
the complexity of biomedical tissue samples. Until recently, scientists were restricted to SRT …
RankCompV3: a differential expression analysis algorithm based on relative expression orderings and applications in single-cell RNA transcriptomics
J Yan, Q Zeng, X Wang - BMC bioinformatics, 2024 - Springer
Background Effective identification of differentially expressed genes (DEGs) has been
challenging for single-cell RNA sequencing (scRNA-seq) profiles. Many existing algorithms …
challenging for single-cell RNA sequencing (scRNA-seq) profiles. Many existing algorithms …
SBMLToolkit. jl: a Julia package for importing SBML into the SciML ecosystem
Julia is a general purpose programming language that was designed for simplifying and
accelerating numerical analysis and computational science. In particular the Scientific …
accelerating numerical analysis and computational science. In particular the Scientific …
BondGraphs. jl: composable energy-based modelling in systems biology
BondGraphs. jl is a Julia implementation of bond graphs. Bond graphs provide a modelling
framework that describes energy flow through a physical system and by construction enforce …
framework that describes energy flow through a physical system and by construction enforce …