Experimental-Reference Sensitivity of a Fixed Boltz-2 MPC1L–MPC2 Complex Prediction, with an Exploratory AlphaFold Structural Comparison

This Technical Note examines how the choice of experimental reference structure affects the structural agreement of one fixed Boltz-2 prediction of the human MPC1L–MPC2 complex. A Boltz-2 v2.1.1 Human PPI Atlas structure was compared with four cryo-EM structures—apo inward-open 9GIX and inhibitor-bound outward-open 9GIV, 9GIW, and 9GIY—using a common, experimentally defined 73-residue interface Cα mask and rigid-body alignment. The interface Cα RMSD was 3.853976 Å against 9GIX, compared with 0.964115 Å, 1.217374 Å, and 1.077057 Å against 9GIV, 9GIW, and 9GIY, respectively. All six experimental-reference comparisons, predefined mask and chain-alignment sensitivities, and qualified local structural descriptors provide context for this reference dependence. A separately sourced, fixed AlphaFold-derived complex was also evaluated using the same protocol as an exploratory comparison. The accompanying Supplementary Information and reproducibility package provide frozen structural inputs, complete numerical outputs, analysis and verification scripts, source provenance, and explicit methodological limitations. This is a fixed-coordinate case study, not a general benchmark of model accuracy. It does not establish an independent minimum scientific contribution, preferential biological states, inhibitor effects, or a new transport mechanism. Model inference was not rerun.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-03
DOI
https://doi.org/10.5281/zenodo.23910490
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Experimental-Reference Sensitivity of a Fixed Boltz-2 MPC1L–MPC2 Complex Prediction, with an Exploratory AlphaFold Structural Comparison

Sho Miyazaki
Zenodo (CERN European Organization for Nuclear Research)
Protein Structure and Dynamics
article

Experimental-Reference Sensitivity of a Fixed Boltz-2 MPC1L–MPC2 Complex Prediction, with an Exploratory AlphaFold Structural Comparison

Sho Miyazaki
article en

Abstract

This Technical Note examines how the choice of experimental reference structure affects the structural agreement of one fixed Boltz-2 prediction of the human MPC1L–MPC2 complex. A Boltz-2 v2.1.1 Human PPI Atlas structure was compared with four cryo-EM structures—apo inward-open 9GIX and inhibitor-bound outward-open 9GIV, 9GIW, and 9GIY—using a common, experimentally defined 73-residue interface Cα mask and rigid-body alignment. The interface Cα RMSD was 3.853976 Å against 9GIX, compared with 0.964115 Å, 1.217374 Å, and 1.077057 Å against 9GIV, 9GIW, and 9GIY, respectively. All six experimental-reference comparisons, predefined mask and chain-alignment sensitivities, and qualified local structural descriptors provide context for this reference dependence. A separately sourced, fixed AlphaFold-derived complex was also evaluated using the same protocol as an exploratory comparison. The accompanying Supplementary Information and reproducibility package provide frozen structural inputs, complete numerical outputs, analysis and verification scripts, source provenance, and explicit methodological limitations. This is a fixed-coordinate case study, not a general benchmark of model accuracy. It does not establish an independent minimum scientific contribution, preferential biological states, inhibitor effects, or a new transport mechanism. Model inference was not rerun.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 24%
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.

Laika access coming soon