Search Results - "Haiman, Zachary"
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Machine learning applied to enzyme turnover numbers reveals protein structural correlates and improves metabolic models
Published in Nature communications (07-12-2018)“…Knowing the catalytic turnover numbers of enzymes is essential for understanding the growth rate, proteome composition, and physiology of organisms, but…”
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MASSpy: Building, simulating, and visualizing dynamic biological models in Python using mass action kinetics
Published in PLoS computational biology (28-01-2021)“…Mathematical models of metabolic networks utilize simulation to study system-level mechanisms and functions. Various approaches have been used to model the…”
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iModulonMiner and PyModulon: Software for unsupervised mining of gene expression compendia
Published in PLoS computational biology (23-10-2024)“…Public gene expression databases are a rapidly expanding resource of organism responses to diverse perturbations, presenting both an opportunity and a…”
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Network-level allosteric effects are elucidated by detailing how ligand-binding events modulate utilization of catalytic potentials
Published in PLoS computational biology (01-08-2018)“…Allosteric regulation has traditionally been described by mathematically-complex allosteric rate laws in the form of ratios of polynomials derived from the…”
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Biological and genetic determinants of glycolysis: Phosphofructokinase isoforms boost energy status of stored red blood cells and transfusion outcomes
Published in Cell metabolism (03-09-2024)“…Mature red blood cells (RBCs) lack mitochondria and thus exclusively rely on glycolysis to generate adenosine triphosphate (ATP) during aging in vivo or…”
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A data-driven approach for timescale decomposition of biochemical reaction networks
Published in mSystems (20-02-2024)“…Understanding the dynamics of biological systems in evolving environments is a challenge due to their scale and complexity. Here, we present a computational…”
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Modeling Red Blood Cell Metabolism in the Omics Era
Published in Metabolites (01-11-2023)“…Red blood cells (RBCs) are abundant (more than 80% of the total cells in the human body), yet relatively simple, as they lack nuclei and organelles, including…”
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BioSimulators: a central registry of simulation engines and services for recommending specific tools
Published in Nucleic acids research (05-07-2022)“…Abstract Computational models have great potential to accelerate bioscience, bioengineering, and medicine. However, it remains challenging to reproduce and…”
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BioSimulators: a central registry of simulation engines and services for recommending specific tools
Published 13-03-2022“…Computational models have great potential to accelerate bioscience, bioengineering, and medicine. However, it remains challenging to reproduce and reuse…”
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