Evidence map›Paper›PMID 40766644›Full record

ArticlebioRxiv : the preprint server for biology2025

How Well Do Molecular Dynamics Force Fields Model Peptides? A Systematic Benchmark Across Diverse Folding Behaviors.

Bhumika Singh, Yisel Martínez-Noa, Alberto Perez

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Bhumika SinghDepartment of Chemistry, University of Florida, Gainesville, FL, USA.
Yisel Martínez-NoaDepartment of Chemistry, University of Florida, Gainesville, FL, USA.
Alberto PerezDepartment of Chemistry, University of Florida, Gainesville, FL, USA.

Funding

Targeting the ET domain of BET proteins: specificity and selectivityR01GM149646 · NIGMS · UNIVERSITY OF FLORIDA · PI Alberto Perez · 2023 to 2026
$1.2M
NIGMS NIH HHS R01 GM149646
6 · The paper itself

Abstract

Linear peptides play essential roles in biology and drug discovery, frequently mediating protein-protein interactions through short, flexible motifs. However, their structural plasticity-ranging from disordered to context-dependent folding-makes them challenging targets for molecular simulations. In this work, we benchmark the performance of twelve popular and emerging fixed-charge force fields across a curated set of twelve peptides spanning structured miniproteins, context-sensitive epitopes, and disordered sequences. Each peptide was simulated from both folded (200 ns) and extended (10

Identifiers

PMID40766644
PMCPMC12324505

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.