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AMBER18 Schrödinger MD Simulation HPC Python

ANT-MDS-Analysis

Computational analysis outputs and scripts for the structural dynamics study of ANT(3″)-Ia aminoglycoside nucleotidyltransferase orthologues from Acinetobacter baumannii (AbANT) and Staphylococcus aureus (SaANT).

Systems

Orthologue Systems
AbANT Apo, Spectinomycin, Plazomicin, AMP-Spectinomycin, Apigenin, ATP
SaANT Apo, Spectinomycin, Plazomicin, AMP-Spectinomycin, Gallocatechin, ATP

Repository Contents

  • scripts/ — MD simulation property plots (RMSD, RMSF, ROG, Ligand-RMSD, Ligand-SASA, interaction heatmaps)
  • results/[orthologue]/[system]/dPCA/ — All dPCA outputs including cluster representative PDBs, projection CSVs, FEL data, eigenvalues, silhouette scores, loadings and scree
  • results/[orthologue]/[system]/DCCM/ — DCCM correlation matrix CSV

Pipeline Availability

The core dPCA, FEL, DCCM, and trajectory-conversion (trj2xtc) pipelines are maintained in a private repository as part of ongoing unpublished research. These are available on request for collaboration or review purposes (co-authorship terms apply).

Trajectory Data

Full trajectory PDB files are stored in the companion repository: ANT-MDS-Database

Reference

Manuscript in preparation. Title: Plazomicin Reveals Orthologue-Specific Active-Site Plasticity in Aminoglycoside Nucleotidyltransferases Sikakane M. et al., 2026.

About

Conformational dynamics, dPCA, K-Means, FEL, DCCM, MMGBSA & virtual screening analysis of AMR enzyme ANT(3″)-Ia from A. baumannii and S. aureus | Python · MDAnalysis · Schrödinger · Scikit-learn · Amber

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