henhao
Sign in
BioinformaticsbioRxiv
Preprint

Quantum Chemistry in a Pocket: A Multifaceted Tool to Link Structure and Activity

Filipe MenezesiD, Valeria NapolitanoiD, Tony FröhlichiD, Sarah RiotoniD, Julian David Janna OlmosiD, Grzegorz DubiniD, Grzegorz M. PopowicziD

PDFDOI

Abstract

We introduce In-Pocket Analysis, a simple and efficient protein-ligand complex structure optimization algorithm. It provides structural biology and structure-based drug discovery with a much-needed tool for data curation and quantification analysis. In-pocket analysis removes unphysical tension from experimental structures, yielding high-quality atomic models. This includes deformed bonds, structural clashes, proton refinement, and solvent envelope. The algorithm is compatible with quantum methods or force fields, delivering precise calculations of binding energies and QSAR. Its applications include refinement of experimental structures, calculation of inter- and intramolecular energetics, scoring of docked poses, scaffold decoration/hopping, or building of explainable QSAR. For validation and benchmarking we used high-resolution crystal structures of the N-terminal domain of PEX14 with small-molecule inhibitors. PEX14 is a target candidate against Trypanosomiasis and Leishmaniasis. The application of our algorithm allowed for an explanation of unexpected binding poses, rationalization of binding energies, and affinities as well as precise quantification of solvent-mediated interactions. TABLE OF CONTENTS O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=160 SRC="FIGDIR/small/590615v1_ufig1.gif" ALT="Figure 1"> View larger version (60K): org.highwire.dtl.DTLVardef@11f4173org.highwire.dtl.DTLVardef@1020358org.highwire.dtl.DTLVardef@12986ecorg.highwire.dtl.DTLVardef@1590617_HPS_FORMAT_FIGEXP M_FIG C_FIG

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISMenezes '25Menezes '23Viart '20Smith '23Govindaraj '18Comajuncosa '24
82% semantic matchBioinformatics
Filipe Menezes, Tony Fröhlich, Lucy C. Schofield+10 more·bioRxiv·Sep 24, 2025