Oral and gut dysbiosis leads to functional alterations in Parkinson's disease

From BugSigDB
Needs review
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
URI
Authors
Jo S, Kang W, Hwang YS, Lee SH, Park KW, Kim MS, Lee H, Yoon HJ, Park YK, Chalita M, Lee JH, Sung H, Lee JY, Bae JW, Chung SJ
Journal
NPJ Parkinson's disease
Year
2022
Although several studies have identified a distinct gut microbial composition in Parkinson's disease (PD), few studies have investigated the oral microbiome or functional alteration of the microbiome in PD. We aimed to investigate the connection between the oral and gut microbiome and the functional changes in the PD-specific gut microbiome using shotgun metagenomic sequencing. The taxonomic composition of the oral and gut microbiome was significantly different between PD patients and healthy controls (P = 0.003 and 0.001, respectively). Oral Lactobacillus was more abundant in PD patients and was associated with opportunistic pathogens in the gut (FDR-adjusted P < 0.038). Functional analysis revealed that microbial gene markers for glutamate and arginine biosynthesis were downregulated, while antimicrobial resistance gene markers were upregulated in PD patients than healthy controls (all P < 0.001). We identified a connection between the oral and gut microbiota in PD, which might lead to functional alteration of the microbiome in PD.

Experiment 1


Needs review

Curated date: 2024/03/29

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Subjects

Location of subjects
South Korea
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
Buccal mucosa Buccal mucosa,buccal mucosa
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
Healthy controls (HC)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Patients with Parkinson's Disease (PD)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patients with Parkinson's disease enrolled using the UK PD Society brain bank clinical diagnostic criteria.
Group 0 sample size Number of subjects in the control (unexposed) group
69
Group 1 sample size Number of subjects in the case (exposed) group
74
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
participants using antibiotics

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)?
Yes
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
2

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Chao1 Abundance-based estimator of species richness
unchanged

Signature 1

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Figure 1f

Description: comparison of the oral microbiome between PD and HCs using genus level LEfSe analysis.

Abundance in Group 1: increased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Megasphaera
Mitsuokella
Alloscardovia
Capnocytophaga
Lactobacillus
Mogibacterium
Olsenella
Pseudoramibacter
Scardovia
Slackia

Revision editor(s): Idiaru angela

Signature 2

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: figure 1f

Description: comparison of the oral microbiome between PD and HCs using genus level LEfSe analysis.

Abundance in Group 1: decreased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Abiotrophia
Lautropia
Oscillibacter
Sphingomonas
Mycoplasma_g17Mycoplasma_g17
PAC000672PAC000672
PAC001200PAC001200

Revision editor(s): Idiaru angela

Experiment 2


Needs review

Curated date: 2024/03/29

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Parkinson's disease symptom measurement Parkinson's disease symptom measurement,parkinson's disease symptom measurement
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Patients with mild Parkinson's disease (mild PD)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Patients with severe Parkinson's disease (severe PD)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patients with Parkinson's disease whose H&Y stage was 3 or greater
Group 0 sample size Number of subjects in the control (unexposed) group
Not specified
Group 1 sample size Number of subjects in the case (exposed) group
Not specified

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Supplementary figure 3d

Description: Comparison of oral microbiome between mild PD and severe PD using LEfSe analysis

Abundance in Group 1: increased abundance in Patients with severe Parkinson's disease (severe PD)

NCBI Quality ControlLinks
Megasphaera
Bifidobacterium
Capnocytophaga
Haemophilus
Lactobacillus
Olsenella
Pseudoramibacter
Scardovia
Eubacterium_g24Eubacterium_g24

Revision editor(s): Idiaru angela

Signature 2

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Supplementary figure 3d

Description: Comparison of oral microbiome between mild PD and severe PD using LEfSe analysis

Abundance in Group 1: decreased abundance in Patients with severe Parkinson's disease (severe PD)

NCBI Quality ControlLinks
Lautropia

Revision editor(s): Idiaru angela

Experiment 3


Needs review

Curated date: 2024/03/29

Curator: Idiaru angela

Revision editor(s): Idiaru angela

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
Parkinson's disease patients whose H&Y scale stage was 3 or greater.
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
participants using antibiotics.

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Supplementary figure 3b

Description: Comparison of gut microbiome between mild PD and severe PD using LEfSe analysis.

Abundance in Group 1: increased abundance in Patients with severe Parkinson's disease (severe PD)

NCBI Quality ControlLinks
Bifidobacterium
Cellulosilyticum
Coprococcus
Escherichia
Klebsiella
Lactobacillus
Olsenella
Proteus
PAC000745PAC000745
AF349416AF349416

Revision editor(s): Idiaru angela

Signature 2

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Supplementary figure 3b

Description: Comparison of gut microbiome between mild PD and severe PD using LEfSe analysis

Abundance in Group 1: decreased abundance in Patients with severe Parkinson's disease (severe PD)

NCBI Quality ControlLinks
Anaerostipes
Anaerotignum
Blautia
Eubacterium
Lachnospira
Eubacterium_g5Eubacterium_g5
FR888536FR888536
PAC000195PAC000195
PAC000672PAC000672
PAC000740PAC000740

Revision editor(s): Idiaru angela

Experiment 4


Needs review

Curated date: 2024/03/29

Curator: Idiaru angela

Revision editor(s): Idiaru angela

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
Healthy controls (HC)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Patients with Parkinson's Disease (PD)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patients with Parkinson's disease enrolled using the UK PD Society brain bank clinical diagnostic criteria.
Group 0 sample size Number of subjects in the control (unexposed) group
84
Group 1 sample size Number of subjects in the case (exposed) group
88
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
participants using antibiotics

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
increased
Chao1 Abundance-based estimator of species richness
unchanged

Signature 1

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: figure 1e & text in paragraph 4, page 4

Description: Comparison of the gut microbiome between PD and HCs using genus level LEfSe analysis.

Abundance in Group 1: increased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Alistipes
Bifidobacterium
Collinsella
Escherichia
Hungatella
Lactobacillus
Mogibacterium
Odoribacter
Oscillibacter
Parabacteroides
Sporobacter
PAC001115PAC001115
Eubacterim_g23Eubacterim_g23
PAC000661PAC000661

Revision editor(s): Idiaru angela

Signature 2

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: figure 1e

Description: Comparison of gut microbiome between PD and HCs using genus level LEfSe analysis.

Abundance in Group 1: decreased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Agathobacter
Coprococcus
Enterococcus
Haemophilus
Prevotella
Roseburia
Ruminococcus
LLKBLLKB
PAC001043PAC001043
PAC001032PAC001032

Revision editor(s): Idiaru angela

Experiment 5


Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Differences from previous experiment shown

Subjects

Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
Participants using antibiotics.

Lab analysis

Sequencing type
WMS
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
Not specified

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
raw counts

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
increased
Chao1 Abundance-based estimator of species richness
increased

Signature 1

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Figure 3c & paragraph 2, page 5

Description: Gut microbial species-level community structures based on whole-genome shotgun sequencing between HC and PD.

Abundance in Group 1: increased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Alistipes onderdonkii
Bacteroides cellulosilyticus
Bacteroides eggerthii
Bacteroides thetaiotaomicron
Barnesiella intestinihominis
Bilophila wadsworthia
Butyricimonas virosa
Butyrivibrio crossotus
Dysosmobacter welbionis
Parabacteroides distasonis
Parabacteroides merdae
Phascolarctobacterium faecium
Phocaeicola dorei
lachnospira CZBVlachnospira CZBV

Revision editor(s): Idiaru angela

Signature 2

Needs review

Curated date: 2024/03/30

Curator: Idiaru angela

Revision editor(s): Idiaru angela

Source: Figure 3c

Description: Gut microbial species-level community structures based on whole-genome shotgun sequencing between HC and PD.

Abundance in Group 1: decreased abundance in Patients with Parkinson's Disease (PD)

NCBI Quality ControlLinks
Faecalibacterium prausnitzii
Fusicatenibacter saccharivorans
Gemmiger formicilis
Roseburia faecis
Ruminococcus callidus
Segatella copri
Faecalibacterium FP929045Faecalibacterium FP929045
Faecalibacterium GL538271Faecalibacterium GL538271
Prevotella VZCBPrevotella VZCB
Faecalibacterium GG617149Faecalibacterium GG617149

Revision editor(s): Idiaru angela