GEE Descriptors II: Pentapeptide Domain-Binding Analysis

Gradient electronegativity equation (GEE) descriptors represent a molecule by radial-shell sums of atomicproperties projected along directions from a molecular origin. This note extends the original electronegativityformulation to molecular mass, atomic number, and first ionization energy, producing a four-propertydescriptor space. A supplied set of 32 PubChem records has mean property totals of 391.42, 206.94,125.61, and 648.20, respectively. The author-supplied summary applies a 0.25 random-orientation factorto estimate a vector centroid of [97.86, 51.73, 31.40, 162.05]. Pentapeptides are ranked by standardizeddistance to this centroid, while composition-preserving permutation matrices test whether residue orderadds information beyond composition. Reported domain analyses favor ligand-binding/interface enrichment,but the outputs remain computational compatibility indices. A fully directional GEE calculation requiresexplicit three-dimensional coordinates, conformer rules, and independent biological validation.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-28
DOI
https://doi.org/10.5281/zenodo.21652774
Primary Topic
Protein Structure and Dynamics
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

GEE Descriptors II: Pentapeptide Domain-Binding Analysis

Robert Jackson
Zenodo (CERN European Organization for Nuclear Research)
Protein Structure and Dynamics
preprint

GEE Descriptors II: Pentapeptide Domain-Binding Analysis

Robert Jackson
preprint en

Abstract

Gradient electronegativity equation (GEE) descriptors represent a molecule by radial-shell sums of atomicproperties projected along directions from a molecular origin. This note extends the original electronegativityformulation to molecular mass, atomic number, and first ionization energy, producing a four-propertydescriptor space. A supplied set of 32 PubChem records has mean property totals of 391.42, 206.94,125.61, and 648.20, respectively. The author-supplied summary applies a 0.25 random-orientation factorto estimate a vector centroid of [97.86, 51.73, 31.40, 162.05]. Pentapeptides are ranked by standardizeddistance to this centroid, while composition-preserving permutation matrices test whether residue orderadds information beyond composition. Reported domain analyses favor ligand-binding/interface enrichment,but the outputs remain computational compatibility indices. A fully directional GEE calculation requiresexplicit three-dimensional coordinates, conformer rules, and independent biological validation.

Zenodo (CERN European Organization for Nuclear Research)
Protein Structure and Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.