Iain G. Johnston

Biochemistry, Genetics and Molecular Biology · Life Sciences

37h-index5.4kcitations216works2.82yr avg
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Research Topics

Mitochondrial Function and Pathology(66), Photosynthetic Processes and Mechanisms(39), Evolution and Genetic Dynamics(33), Bioinformatics and Genomic Networks(32), Genomics and Phylogenetic Studies(25)

Publications215 total

Extracting useful information about reversible evolutionary processes from irreversible evolutionary accumulation models
arXiv (Cornell University)·2026Open Access
Extracting useful information about reversible evolutionary processes from irreversible evolutionary accumulation models
ArXiv.org·2026Open Access
An Algebraic Approach to Evolutionary Accumulation Models
arXiv (Cornell University)·2025Open Access
Convergent pathways of reductive mitochondrial evolution characterized with hypercubic inference
Journal of Evolutionary Biology·2025Open Access
A natural history of AMR in <i>Klebsiella pneumoniae</i> : Global diversity, predictors, and predictions of evolutionary pathways
2025Open Access
Estimating physical conditions supporting gradients of ATP concentration in the eukaryotic cell
Biophysical Journal·2025Open Access
Evolutionary accumulation modeling in AMR: machine learning to infer and predict evolutionary dynamics of multi-drug resistance
mBio·2025· 4 citedOpen Access
Convergent pathways of reductive mitochondrial evolution characterised with hypercubic inference
2025Open Access
Estimating physical conditions supporting gradients of ATP concentration in the eukaryotic cell
2025Open Access
Flexible inference of evolutionary accumulation dynamics using uncertain observational data
arXiv (Cornell University)·2025Open Access
A Picture Guide to Cancer Progression and Evolutionary Accumulation Models: Systematic Critique, Plausible Interpretations, and Alternative Uses
IEEE Access·2025· 3 citedOpen Access
Clustering Large-Scale Biomedical Data to Model Dynamic Accumulation Processes in Disease Progression and Anti-Microbial Resistance Evolution
IEEE Access·2025· 1 citedOpen Access
A hypercubic Mk model framework for capturing reversibility in disease, cancer, and evolutionary accumulation modelling
Bioinformatics·2024· 5 citedOpen Access
Modelling benefits and costs of decision making and feedback control for organisms in changing environments
2024Open Access
Identifying parsimonious pathways of accumulation and convergent evolution from binary data
2024· 2 citedOpen Access
Evolutionary accumulation modelling in AMR: machine learning to infer and predict evolutionary dynamics of multi-drug resistance
arXiv (Cornell University)·2024· 4 citedOpen Access
Clustering large-scale biomedical data to model dynamic accumulation processes in disease progression and anti-microbial resistance evolution
2024· 3 citedOpen Access
HyperTraPS-CT: Inference and prediction for accumulation pathways with flexible data and model structures
PLoS Computational Biology·2024· 9 citedOpen Access
Evolution and maintenance of mtDNA gene content across eukaryotes
Biochemical Journal·2024· 6 citedOpen Access
Optimal organelle inheritance strategies under different changing environments and mutational pressures
2024Open Access
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Frequent Co-authors

Nick S. Jones(20), Joerg P. Burgstaller(7), Ard A. Louis(6), Joanna Poulton(6), George W. Bassel(6), Jonathan P. K. Doye(4), Sebastian E. Ahnert(4), Joanna M. Chustecki(4), Hanne Hoitzing(3), Sam F. Greenbury(3), Juvid Aryaman(3), Markus Schwarzländer(3), David C. Logan(3), Andreas J. Meyer(3), Thomas Kolbe(3), Thomas Rülicke(3), Г. Брем(3), Ellen C. Røyrvik(3), Heidi J. Larson(2), Alexandre de Figueiredo(2)