Evidence map›Paper›PMID 38978294›Full record

ArticleJournal of chemical theory and computation2024

Protein Retrieval via Integrative Molecular Ensembles (PRIME) through Extended Similarity Indices.

Lexin Chen, Arup Mondal, Alberto Perez, Ramón Alain Miranda-Quintana

Abstract read
In one paragraph

Article in Journal of chemical theory and computation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Pathway representationDigital discovery · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Selector: A General Python Library for Diverse Subset Selection.Journal of chemical information and modeling · 2026
    Article
  7. Selector: A General Python Library for Diverse Subset Selection.bioRxiv : the preprint server for biology · 2025
    Article
  8. Article
  9. clusttraj: A Solvent-Informed Clustering Tool for Molecular Modeling.Journal of chemical theory and computation · 2025
    Article
  10. Article
  11. Article
  12. Extended Quality (eQual): Radial Threshold Clustering Based onJournal of chemical information and modeling · 2025
    Article
  13. SHINE: Deterministic Many-to-Many Clustering of Molecular Pathways.Journal of chemical information and modeling · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Lexin ChenDepartment of Chemistry, University of Florida, Gainesville, Florida 32611, United States.
Arup MondalDepartment of Chemistry, University of Florida, Gainesville, Florida 32611, United States.ORCID 0000-0002-8970-3380
Alberto PerezDepartment of Chemistry, University of Florida, Gainesville, Florida 32611, United States.
Ramón Alain Miranda-QuintanaDepartment of Chemistry, University of Florida, Gainesville, Florida 32611, United States.ORCID 0000-0003-2121-4449

Funding

Tackling Big Data problems in biomedical sciences with extended similarity methodsR35GM150620 · NIGMS · UNIVERSITY OF FLORIDA · PI Ramon Alain Miranda Quintana · 2023 to 2026
$1.4M
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 GM149646NIGMS NIH HHS R35 GM150620
6 · The paper itself

Abstract

Molecular dynamics (MD) simulations are ideally suited to describe conformational ensembles of biomolecules such as proteins and nucleic acids. Microsecond-long simulations are now routine, facilitated by the emergence of graphical processing units. Clustering, which groups objects based on structural similarity, is typically used to process ensembles, leading to different states, their populations, and the identification of representative structures. A popular pipeline combines hierarchical clustering for clustering and selecting the cluster centroid as representative of the cluster. Here, we propose to improve on this approach, by developing a module-Protein Retrieval via Integrative Molecular Ensembles (PRIME), that consists of tools to improve the prediction of the representative in the most populated cluster using extended continuous similarity. PRIME is integrated with our Molecular Dynamics Analysis with

Indexed as

AlgorithmsMolecular Dynamics SimulationProteinsCluster AnalysisProtein ConformationSoftwareProteins

Identifiers

PMID38978294
PMCPMC11807272

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Registered trials

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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 OpenQuestion graph.