The intensive physical activity causes changes in the composition of gut and oral microbiota

From BugSigDB
Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
Authors
Urban S, Chmura O, Wątor J, Panek P, Zapała B
Journal
Scientific reports
Year
2024
Keywords:
Exercises, Microbiome, Professional football player
This study aimed to compare the gut and oral microbiota composition of professional male football players and amateurs. Environmental and behavioral factors are well known to modulate intestinal microbiota composition. Active lifestyle behaviors are involved in the improvement of metabolic and inflammatory parameters. Exercise promotes adaptational changes in human metabolic capacities affecting microbial homeostasis. Twenty professional football players and twelve amateurs were invited to the study groups. Fecal and oral microbiota were analyzed using next-generation sequencing of the 16S rRNA gene. Diversity in the oral microbiota composition was similar in amateurs and professionals, while the increase in training intensity reduced the number of bacterial species. In contrast, the analysis of the intestinal microbiota showed the greatest differentiation between professional football players and amateurs, especially during intensive training. Firmicutes were characterized by the largest population in all the studied groups. Intensive physical activity increases the abundance of butyrate and succinate-producing bacteria affecting host metabolic homeostasis, suggesting a very beneficial role for the host immune system's microbiome homeostasis and providing a proper function of the host immune system.

Experiment 1


Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Subjects

Location of subjects
Poland
Host species Species from which microbiome was sampled. Contact us to have more species added.
Homo sapiens
Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Mouth Adult mouth,Cavital oralis,Cavitas oris,Cavum oris,Mouth cavity,Oral region,Oral vestibule,Regio oralis,Rima oris,Stoma,Stomatodaeum,Trophic apparatus,Vestibule of mouth,Vestibulum oris,Mouth,mouth
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Physical activity Activities, Locomotor,Activities, Motor,Activities, Physical,Activity, Locomotor,Activity, Motor,Activity, Physical,Locomotor Activities,Locomotor Activity,Motor Activities,Motor Activity,Physical Activities,Physical activity,physical activity
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Amateurs
Group 1 name Corresponds to the case (exposed) group for case-control studies
Professional football players
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants in group 1 are professional football players who had oral swabs taken.
Group 0 sample size Number of subjects in the control (unexposed) group
12
Group 1 sample size Number of subjects in the case (exposed) group
20
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
2 months

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
V3-V4
Sequencing platform Manufacturer and experimental platform used for quantifying microbial abundance
Illumina

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
LEfSe
Significance threshold p-value or FDR threshold used for differential abundance testing (if any)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
No
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
2
Matched on Factors on which subjects have been matched on in a case-control study
age, body mass index, health

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 9a

Description: Linear discriminant analysis (LDA) scores of differentially abundant species among amateurs and professional football players.

Abundance in Group 1: increased abundance in Professional football players

NCBI Quality ControlLinks
Campylobacter gracilis
Corynebacterium matruchotii
Fusobacterium canifelinum
Leptotrichia shahii
Rothia dentocariosa
Selenomonas noxia
Streptococcus sanguinis
Veillonella parvula
Veillonella tobetsuensis

Revision editor(s): Aleru Divine

Signature 2

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 9a

Description: Linear discriminant analysis (LDA) scores of differentially abundant species among amateurs and professional football players.

Abundance in Group 1: decreased abundance in Professional football players

NCBI Quality ControlLinks
Prevotella histicola
Prevotella melaninogenica
Actinomyces graevenitzii
Haemophilus sputorum
Schaalia odontolytica

Revision editor(s): Aleru Divine

Experiment 2


Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Feces Cow dung,Cow pat,Droppings,Dung,Excrement,Excreta,Faeces,Fecal material,Fecal matter,Fewmet,Frass,Guano,Matières fécales@fr,Merde@fr,Ordure,Partie de la merde@fr,Piece of shit,Porción de mierda@es,Portion of dung,Portion of excrement,Portion of faeces,Portion of fecal material,Portion of fecal matter,Portion of feces,Portion of guano,Portion of scat,Portionem cacas,Scat,Spoor,Spraint,Stool,Teil der fäkalien@de,Feces,feces
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants in group 1 are professional football players who had stool samples taken.

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
increased
Richness Number of species
increased

Signature 1

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 9b

Description: Linear discriminant analysis (LDA) scores of differentially abundant species among amateurs and professional football players

Abundance in Group 1: increased abundance in Professional football players

NCBI Quality ControlLinks
Blautia wexlerae
Holdemanella biformis
Mediterraneibacter faecis
Neglectibacter timonensis
Parabacteroides johnsonii
Phascolarctobacterium faecium
Streptococcus salivarius
[Ruminococcus] lactaris

Revision editor(s): Aleru Divine

Signature 2

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 9b

Description: Linear discriminant analysis (LDA) scores of differentially abundant species among amateurs and professional football players.

Abundance in Group 1: decreased abundance in Professional football players

NCBI Quality ControlLinks
Bifidobacterium adolescentis
Bifidobacterium longum
Dialister succinatiphilus
Lachnospiraceae bacterium
Phocaeicola coprocola
Phocaeicola coprophilus
Roseburia inulinivorans

Revision editor(s): Aleru Divine

Experiment 3


Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Professional football players before intensive training
Group 1 name Corresponds to the case (exposed) group for case-control studies
Professional football players after intensive training
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants in group 1 are professional football players who had stool samples taken after intensive training.
Group 0 sample size Number of subjects in the control (unexposed) group
20

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
increased
Richness Number of species
increased

Signature 1

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/03

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 10

Description: LEfSe algorithm showing the features with significant differential abundance in the gut microbiota of professional football players before intensive training and after intensive training.

Abundance in Group 1: increased abundance in Professional football players after intensive training

NCBI Quality ControlLinks
Lactobacillales
Streptococcaceae
Streptococcus

Revision editor(s): Aleru Divine

Signature 2

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/03

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 10

Description: LEfSe algorithm showing the features with significant differential abundance in the gut microbiota of professional football players before intensive training and after intensive training.

Abundance in Group 1: decreased abundance in Professional football players after intensive training

NCBI Quality ControlLinks
Barnesiella
Barnesiellaceae

Revision editor(s): Aleru Divine

Experiment 4


Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/02

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Mouth Adult mouth,Cavital oralis,Cavitas oris,Cavum oris,Mouth cavity,Oral region,Oral vestibule,Regio oralis,Rima oris,Stoma,Stomatodaeum,Trophic apparatus,Vestibule of mouth,Vestibulum oris,Mouth,mouth
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants in group 1 are professional football players who had oral swabs taken after intensive training.

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
decreased
Richness Number of species
decreased

Signature 1

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/03

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 11

Description: LEfSe algorithm showing the features with significant differential abundance in the oral microbiota of professional football players before intensive training and after intensive training.

Abundance in Group 1: increased abundance in Professional football players after intensive training

NCBI Quality ControlLinks
Abiotrophia
Aerococcaceae
Aggregatibacter
Burkholderiaceae
Burkholderiales
Capnocytophaga
Cardiobacteriaceae
Cardiobacteriales
Cardiobacterium
Corynebacteriaceae
Corynebacterium
Dialister
Flavobacteriaceae
Flavobacteriales
Lautropia
Micrococcaceae
Micrococcales
Mycobacteriales
Parvimonas
Peptoniphilaceae
Rothia
Tannerella
Tannerellaceae
Tissierellales

Revision editor(s): Aleru Divine

Signature 2

Reviewed Marked as Reviewed by ChiomaBlessing on 2024-10-15

Curated date: 2024/10/03

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 11

Description: LEfSe algorithm showing the features with significant differential abundance in the oral microbiota of professional football players before intensive training and after intensive training.

Abundance in Group 1: decreased abundance in Professional football players after intensive training

NCBI Quality ControlLinks
Bacteroidales
Carnobacteriaceae
Eubacteriales
Granulicatella
Lachnospiraceae
Neisseria perflava
Neisseriaceae
Neisseriales
Oribacterium
Prevotella
Prevotellaceae

Revision editor(s): Aleru Divine