Evidence map›Paper›PMID 34638694›Full record

ArticleInternational journal of molecular sciences2021

A Modular Mathematical Model of Exercise-Induced Changes in Metabolism, Signaling, and Gene Expression in Human Skeletal Muscle.

Ilya R Akberdin, Ilya N Kiselev, Sergey S Pintus, Ruslan N Sharipov, Alexander Yu Vertyshev, Olga L Vinogradova, Daniil V Popov, Fedor A Kolpakov

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.4field-weighted citation impact, top 18% of its field
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

10 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
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  4. WGCNA-based analysis ofFrontiers in veterinary science · 2025
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  7. Review
  8. Review
  9. Muscle Research: A Tour d'Horizon.International journal of molecular sciences · 2022
    Article
  10. Review
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

8 authors at 3 institutions in 1 country.

Ilya R AkberdinDepartment of Computational Biology, Scientific Center for Information Technologies and Artificial Intelligence, Sirius University of Science and Technology, 354340 Sochi, Russia.ORCID 0000-0003-0010-8620
Ilya N KiselevDepartment of Computational Biology, Scientific Center for Information Technologies and Artificial Intelligence, Sirius University of Science and Technology, 354340 Sochi, Russia.
Sergey S PintusDepartment of Computational Biology, Scientific Center for Information Technologies and Artificial Intelligence, Sirius University of Science and Technology, 354340 Sochi, Russia.
Ruslan N SharipovDepartment of Computational Biology, Scientific Center for Information Technologies and Artificial Intelligence, Sirius University of Science and Technology, 354340 Sochi, Russia.
Alexander Yu VertyshevJSC "Sites-Tsentr", 123182 Moscow, Russia.
Olga L VinogradovaInstitute of Biomedical Problems of the Russian Academy of Sciences, 123007 Moscow, Russia.
Daniil V PopovInstitute of Biomedical Problems of the Russian Academy of Sciences, 123007 Moscow, Russia.ORCID 0000-0002-3981-244X
Fedor A KolpakovDepartment of Computational Biology, Scientific Center for Information Technologies and Artificial Intelligence, Sirius University of Science and Technology, 354340 Sochi, Russia.
Sirius University of Science and Technology · RUInstitute of Biomedical Problems · RUNovosibirsk State University · RU

Funding

Russian Foundation for Basic Research № 17-00-00308(K): 17-00-00296, 17-00-00242Sirius University in part
6 · The paper itself

Abstract

Skeletal muscle is the principal contributor to exercise-induced changes in human metabolism. Strikingly, although it has been demonstrated that a lot of metabolites accumulating in blood and human skeletal muscle during an exercise activate different signaling pathways and induce the expression of many genes in working muscle fibres, the systematic understanding of signaling-metabolic pathway interrelations with downstream genetic regulation in the skeletal muscle is still elusive. Herein, a physiologically based computational model of skeletal muscle comprising energy metabolism, Ca

Indexed as

Calcium SignalingEnergy MetabolismExerciseGene Expression RegulationModels, BiologicalHumansMuscle, SkeletalBioUMLCa2+-dependent signaling pathwaymathematical modelphysical exerciseregulation of expressionRNA sequencingskeletal muscletranscriptome

Identifiers

PMID34638694
PMCPMC8508736
OpenAlexW3202044355

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.