Gut microbiome is not associated with mild cognitive impairment in Parkinson's disease

From BugSigDB
Reviewed Marked as Reviewed by Shaimaa Elsafoury on 2021/02/09
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
Authors
Aho VTE, Klee M, Landoulsi Z, Heintz-Buschart A, Pavelka L, Leist AK, Krüger R, May P, Wilmes P
Journal
NPJ Parkinson's disease
Year
2024
Gut microbiome differences between people with Parkinson's disease (PD) and control subjects without Parkinsonism are widely reported, but potential alterations related to PD with mild cognitive impairment (MCI) have yet to be comprehensively explored. We compared gut microbial features of PD with MCI (n = 58) to cognitively unimpaired PD (n = 60) and control subjects (n = 90) with normal cognition. Our results did not support a specific microbiome signature related to MCI in PD.

Experiment 1


Reviewed Marked as Reviewed by Shaimaa Elsafoury on 2021/02/09

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Subjects

Location of subjects
Luxembourg
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
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
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Parkinson's disease IDIOPATHIC PARKINSON DIS,Idiopathic Parkinson Disease,Idiopathic Parkinson's Disease,IDIOPATHIC PARKINSONS DIS,Idiopathic PD,LEWY BODY PARKINSON DIS,Lewy Body Parkinson Disease,Lewy Body Parkinson's Disease,Paralysis agitans,paralysis agitans,PARKINSON DIS,PARKINSON DIS IDIOPATHIC,Parkinson disease,Parkinson Disease, Idiopathic,Parkinson syndrome,Parkinson's,Parkinson's disease,Parkinson's disease (disorder),Parkinson's disease NOS,Parkinson's disease NOS (disorder),Parkinson's Disease, Idiopathic,Parkinson's Disease, Lewy Body,Parkinson's syndrome,Parkinsonian disorder,Parkinsonism, Primary,Parkinsons,PARKINSONS DIS,PARKINSONS DIS IDIOPATHIC,PARKINSONS DIS LEWY BODY,Parkinsons disease,Primary Parkinsonism,parkinson's disease
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Control Subjects
Group 1 name Corresponds to the case (exposed) group for case-control studies
Cognitively Unimpaired PD (PD-NC)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients without cognitive impairment (NC).
Group 0 sample size Number of subjects in the control (unexposed) group
90
Group 1 sample size Number of subjects in the case (exposed) group
60
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
N/A

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).
raw counts
Statistical test
DESeq2
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)?
Yes

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Reviewed Marked as Reviewed by Shaimaa Elsafoury on 2021/02/09

Curated date: 2024/07/16

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: increased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Anaerotruncus
Bifidobacterium
Clostridiales bacterium DTU089
Enterobacterales
Enterobacteriaceae
Escherichia/Shigella sp.
Eubacterium coprostanoligenes
Methanobacteriota
Faecalibacterium sp. UBA1819
Hungatella
Hungatella sp.
Hydrogenoanaerobacterium
Klebsiella pneumoniae
Methanobrevibacter
Phocaeicola dorei
Selenomonadales bacterium Marseille-P2399

Revision editor(s): Aleru Divine

Signature 2

Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Bacillota
Butyricicoccaceae
Clostridia
Clostridiaceae
Clostridium
Eubacteriales
Lachnospiraceae
Lachnospiraceae bacterium 10-1
Oscillospiraceae
Prevotella
Romboutsia
Roseburia
Ruminococcaceae bacterium UCG-005

Revision editor(s): Aleru Divine

Experiment 2


Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Cognitive impairment Abnormality of cognition,Cognitive abnormality,Cognitive defects,Cognitive deficits,Cognitive impairment,Intellectual impairment,cognitive impairment
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Cognitively Unimpaired-PD (PD-NC)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Mild Cognitive Impairment-PD
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients with mild cognitive impairment (MCI).
Group 0 sample size Number of subjects in the control (unexposed) group
60
Group 1 sample size Number of subjects in the case (exposed) group
58

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d and table 3c

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: increased abundance in Mild Cognitive Impairment-PD

NCBI Quality ControlLinks
Lactobacillales
Streptococcaceae
Streptococcus

Revision editor(s): Aleru Divine

Signature 2

Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d and table 3c

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Mild Cognitive Impairment-PD

NCBI Quality ControlLinks
Akkermansia muciniphila
Asteroleplasma

Revision editor(s): Aleru Divine

Experiment 3


Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Parkinson's disease IDIOPATHIC PARKINSON DIS,Idiopathic Parkinson Disease,Idiopathic Parkinson's Disease,IDIOPATHIC PARKINSONS DIS,Idiopathic PD,LEWY BODY PARKINSON DIS,Lewy Body Parkinson Disease,Lewy Body Parkinson's Disease,Paralysis agitans,paralysis agitans,PARKINSON DIS,PARKINSON DIS IDIOPATHIC,Parkinson disease,Parkinson Disease, Idiopathic,Parkinson syndrome,Parkinson's,Parkinson's disease,Parkinson's disease (disorder),Parkinson's disease NOS,Parkinson's disease NOS (disorder),Parkinson's Disease, Idiopathic,Parkinson's Disease, Lewy Body,Parkinson's syndrome,Parkinsonian disorder,Parkinsonism, Primary,Parkinsons,PARKINSONS DIS,PARKINSONS DIS IDIOPATHIC,PARKINSONS DIS LEWY BODY,Parkinsons disease,Primary Parkinsonism,parkinson's disease
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Control Subjects
Group 1 name Corresponds to the case (exposed) group for case-control studies
Mild Cognitive Impairment -PD (PD-MCI)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients with Mild Cognitive Impairment (MCI).
Group 0 sample size Number of subjects in the control (unexposed) group
90

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/06/20

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: increased abundance in Mild Cognitive Impairment -PD (PD-MCI)

NCBI Quality ControlLinks
Bifidobacterium
Clostridiales bacterium DTU089
Enterobacterales
Enterobacteriaceae
Escherichia/Shigella sp.
Eubacterium coprostanoligenes
Methanobacteriota
Faecalibacterium sp. UBA1819
Hungatella
Hungatella sp.
Hydrogenoanaerobacterium
Klebsiella pneumoniae
Methanobrevibacter
Phocaeicola dorei
Selenomonadales bacterium Marseille-P2399

Revision editor(s): Aleru Divine

Signature 2

Needs review

Curated date: 2024/07/16

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Mild Cognitive Impairment -PD (PD-MCI)

NCBI Quality ControlLinks
Butyricicoccaceae
Clostridiaceae
Clostridium
Eubacteriales
Lachnospiraceae
Lachnospiraceae bacterium 10-1
Prevotella
Romboutsia
Ruminococcaceae bacterium UCG-005

Revision editor(s): Aleru Divine

Experiment 4


Needs review

Curated date: 2024/07/16

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
Cognitively Unimpaired PD (PD-NC)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients without cognitive impairment (NC).
Group 1 sample size Number of subjects in the case (exposed) group
60

Lab analysis

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
centered log-ratio
Statistical test
ANCOM

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: increased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Clostridiales bacterium DTU089

Revision editor(s): Aleru Divine

Signature 2

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Agathobacter
Lachnospiraceae
Ruminococcaceae bacterium UCG-005
Lachnospiraceae bacterium 10-1

Revision editor(s): Aleru Divine

Experiment 5


Needs review

Curated date: 2024/07/16

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
Mild Cognitive Impairment PD (PD-MCI)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients with Mild Cognitive Impairment (NC).
Group 1 sample size Number of subjects in the case (exposed) group
58

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Mild Cognitive Impairment PD (PD-MCI)

NCBI Quality ControlLinks
Butyricicoccaceae
Lachnospiraceae

Revision editor(s): Aleru Divine

Experiment 6


Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
Cognitively Unimpaired PD (PD-NC)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients without cognitive impairment (NC).
Group 1 sample size Number of subjects in the case (exposed) group
60

Lab analysis

Statistical Analysis

Statistical test
Linear Regression

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: increased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Hydrogenoanaerobacterium
Faecalibacterium sp. UBA1819
Selenomonadales bacterium Marseille-P2399
Clostridiales bacterium DTU089
Hungatella
Eubacterium coprostanoligenes
Anaerotruncus

Revision editor(s): Aleru Divine

Signature 2

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Cognitively Unimpaired PD (PD-NC)

NCBI Quality ControlLinks
Agathobacter
Bacillota
Clostridia
Clostridiaceae
Clostridium
Eubacteriales
Lachnospiraceae
Oscillospiraceae
Roseburia
Ruminococcaceae bacterium UCG-005
Lachnospiraceae bacterium 10-1

Revision editor(s): Aleru Divine

Experiment 7


Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
Mild Cognitive Impairment PD (PD-MCI)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Parkinson’s disease (PD) patients with Mild Cognitive Impairment (NC).
Group 1 sample size Number of subjects in the case (exposed) group
58

Lab analysis

Statistical Analysis

Alpha Diversity

Chao1 Abundance-based estimator of species richness
unchanged
Inverse Simpson Modification of Simpsons index D as 1/D to obtain high values in datasets of high diversity and vice versa
unchanged

Signature 1

Needs review

Curated date: 2024/07/17

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Supplementary Figure 1d

Description: Heatmap summarizing differentially abundant taxa.

Abundance in Group 1: decreased abundance in Mild Cognitive Impairment PD (PD-MCI)

NCBI Quality ControlLinks
Butyricicoccaceae
Lachnospiraceae

Revision editor(s): Aleru Divine