Evidence map›Paper›PMID 35276824›Full record

ArticleNutrients2022

Trait Energy and Fatigue May Be Connected to Gut Bacteria among Young Physically Active Adults: An Exploratory Study.

Ali Boolani, Karyn M Gallivan, Kristin S Ondrak, Courtney J Christopher, Hector F Castro, Shawn R Campagna, Christopher M Taylor, Meng Luo, Scot E Dowd, Matthew Lee Smith and 1 more

Open access · goldAbstract read
In one paragraph

Article in Nutrients, 2022. 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
2.9field-weighted citation impact, top 8% 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, 25 citations in OpenAlex.

  1. Article
  2. Observational
  3. Microbiology spectrum · 2025
    Article
  4. Microbiota modulation by teriflunomide therapy in people with multiple sclerosis: An observational case-control study.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2024
    Observational
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. 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

11 authors at 5 institutions in 1 country.

Ali BoolaniDepartment of Physical Therapy, Clarkson University, Potsdam, NY 13699, USA.ORCID 0000-0002-2261-4498
Karyn M GallivanSports and Health Sciences, School of Health Sciences, American Public University System, Charles Town, WV 25414, USA.
Kristin S OndrakSports and Health Sciences, School of Health Sciences, American Public University System, Charles Town, WV 25414, USA.
Courtney J ChristopherDepartment of Chemistry, University of Tennessee, Knoxville, TN 37996, USA.
Hector F CastroDepartment of Chemistry, University of Tennessee, Knoxville, TN 37996, USA.
Shawn R CampagnaDepartment of Chemistry, University of Tennessee, Knoxville, TN 37996, USA.
Christopher M TaylorDepartment of Microbiology, Immunology and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.ORCID 0000-0002-7983-5275
Meng LuoDepartment of Microbiology, Immunology and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.
Scot E DowdMolecular Research LP, 503 Clovis Rd, Shallowater, TX 79363, USA.
Matthew Lee SmithDepartment of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, TX 37916, USA.ORCID 0000-0002-8232-9285
Lauri O ByerleySports and Health Sciences, School of Health Sciences, American Public University System, Charles Town, WV 25414, USA.
American Public University System · USUniversity of Tennessee at Knoxville · USLouisiana State University Health Sciences Center New Orleans · USClarkson University · USTexas A&M University · US

Funding

American Public University System none
6 · The paper itself

Abstract

Recent scientific evidence suggests that traits energy and fatigue are two unique unipolar moods with distinct mental and physical components. This exploratory study investigated the correlation between mental energy (ME), mental fatigue (MF), physical energy (PE), physical fatigue (PF), and the gut microbiome. The four moods were assessed by survey, and the gut microbiome and metabolome were determined from 16 S rRNA analysis and untargeted metabolomics analysis, respectively. Twenty subjects who were 31 ± 5 y, physically active, and not obese (26.4 ± 4.4 kg/m2) participated. Bacteroidetes (45%), the most prominent phyla, was only negatively correlated with PF. The second most predominant and butyrate-producing phyla, Firmicutes (43%), had members that correlated with each trait. However, the bacteria Anaerostipes was positively correlated with ME (0.048, p = 0.032) and negatively with MF (−0.532, p = 0.016) and PF (−0.448, p = 0.048), respectively. Diet influences the gut microbiota composition, and only one food group, processed meat, was correlated with the four moods—positively with MF (0.538, p = 0.014) and PF (0.513, p = 0.021) and negatively with ME (−0.790, p < 0.001) and PE (−0.478, p = 0.021). Only the Firmicutes genus Holdemania was correlated with processed meat (r = 0.488, p = 0.029). Distinct metabolic profiles were observed, yet these profiles were not significantly correlated with the traits. Study findings suggest that energy and fatigue are unique traits that could be defined by distinct bacterial communities not driven by diet. Larger studies are needed to confirm these exploratory findings.

Indexed as

Gastrointestinal MicrobiomeAdultBacillotaBacteriaBacteroidetesHumansObesitygut microbiomegut microbiotatrait mental fatigue and energytrait physical fatigue and energy

Identifiers

PMID35276824
PMCPMC8839554
OpenAlexW4207070102

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.