The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification

L Qiao, A Khalilimeybodi… - Annual Review of …, 2024 - annualreviews.org
Understanding interaction mechanisms within cells, tissues, and organisms is crucial for
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 …

The tidyomics ecosystem: Enhancing omic data analyses

WJ Hutchison, TJ Keyes, Tidyomics Consortium… - Nature …, 2024 - nature.com
The growth of omic data presents evolving challenges in data manipulation, analysis and
integration. Addressing these challenges, Bioconductor provides an extensive community …

[HTML][HTML] A survey of k-mer methods and applications in bioinformatics

C Moeckel, M Mareboina, MA Konnaris… - Computational and …, 2024 - Elsevier
The rapid progression of genomics and proteomics has been driven by the advent of
advanced sequencing technologies, large, diverse, and readily available omics datasets …

Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life

J Kreger, JA Mooney, D Shibata… - Nature Communications, 2024 - nature.com
Clonal hematopoiesis becomes increasingly common with age, but its cause is enigmatic
because driver mutations are often absent. Serial observations infer weak selection …

Myeloid-derived suppressor–cell dynamics control outcomes in the metastatic niche

J Kreger, ET Roussos Torres… - Cancer immunology …, 2023 - aacrjournals.org
Myeloid-derived suppressor cells (MDSC) play a prominent role in the tumor
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 …

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 …

SBMLToolkit. jl: a Julia package for importing SBML into the SciML ecosystem

PF Lang, A Jain, C Rackauckas - Journal of Integrative Bioinformatics, 2024 - degruyter.com
Julia is a general purpose programming language that was designed for simplifying and
accelerating numerical analysis and computational science. In particular the Scientific …

BondGraphs. jl: composable energy-based modelling in systems biology

J Forrest, V Rajagopal, MPH Stumpf, M Pan - Bioinformatics, 2023 - academic.oup.com
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 …