Evidence mapPaperPMID 34444681Full record

ArticleNutrients2021

A Convergent Functional Genomics Analysis to Identify Biological Regulators Mediating Effects of Creatine Supplementation.

Diego A Bonilla, Yurany Moreno, Eric S Rawson, Diego A Forero, Jeffrey R Stout, Chad M Kerksick, Michael D Roberts, Richard B Kreider

Abstract read
In one paragraph

Article in Nutrients, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Review
  6. Review
  7. 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

8 authors.

Diego A BonillaResearch Division, Dynamical Business & Science Society-DBSS International SAS, Bogotá 110861, Colombia.ORCID 0000-0002-2634-1220
Yurany MorenoResearch Division, Dynamical Business & Science Society-DBSS International SAS, Bogotá 110861, Colombia.
Eric S RawsonDepartment of Health, Nutrition and Exercise Science, Messiah University, Mechanicsburg, PA 17055, USA.
Diego A ForeroProfessional Program in Sport Training, School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá 111221, Colombia.ORCID 0000-0001-9175-3363
Jeffrey R StoutPhysiology of Work and Exercise Response (POWER) Laboratory, Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0001-6114-1649
Chad M KerksickExercise and Performance Nutrition Laboratory, School of Health Sciences, Lindenwood University, Saint Charles, MO 63301, USA.
Michael D RobertsSchool of Kinesiology, Auburn University, Auburn, AL 36849, USA.ORCID 0000-0002-7359-5362
Richard B KreiderExercise & Sport Nutrition Laboratory, Human Clinical Research Facility, Texas A&M University, College Station, TX 77843, USA.ORCID 0000-0002-3906-1658

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Creatine (Cr) and phosphocreatine (PCr) are physiologically essential molecules for life, given they serve as rapid and localized support of energy- and mechanical-dependent processes. This evolutionary advantage is based on the action of creatine kinase (CK) isozymes that connect places of ATP synthesis with sites of ATP consumption (the CK/PCr system). Supplementation with creatine monohydrate (CrM) can enhance this system, resulting in well-known ergogenic effects and potential health or therapeutic benefits. In spite of our vast knowledge about these molecules, no integrative analysis of molecular mechanisms under a systems biology approach has been performed to date; thus, we aimed to perform for the first time a convergent functional genomics analysis to identify biological regulators mediating the effects of Cr supplementation in health and disease. A total of 35 differentially expressed genes were analyzed. We identified top-ranked pathways and biological processes mediating the effects of Cr supplementation. The impact of CrM on miRNAs merits more research. We also cautiously suggest two dose-response functional pathways (kinase- and ubiquitin-driven) for the regulation of the Cr uptake. Our functional enrichment analysis, the knowledge-based pathway reconstruction, and the identification of hub nodes provide meaningful information for future studies. This work contributes to a better understanding of the well-reported benefits of Cr in sports and its potential in health and disease conditions, although further clinical research is needed to validate the proposed mechanisms.

Indexed as

Gene Expression ProfilingPhysical Functional PerformanceAnimalsCreatineCreatine KinaseDietary SupplementsEnergy MetabolismGenome-Wide Association StudyGenomicsHumansMiceMitogen-Activated Protein KinasesNeurotransmitter Transport ProteinsPhosphocreatineSignal TransductionCreatineCreatine KinaseMitogen-Activated Protein KinasesNeurotransmitter Transport ProteinsPhosphocreatinebioinformaticscreatine kinaseMAP kinase signaling systemsignal transductionsodium-chloride-dependent neurotransmitter symporterssystems biology

Identifiers

PMID34444681
PMCPMC8397972

What Socratic holds

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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 Socratic graph.