The nasal and gut microbiome in Parkinson's disease and idiopathic rapid eye movement sleep behavior disorder

From BugSigDB
Reviewed Marked as Reviewed by Fatima on 2023-3-30
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
Authors
Heintz-Buschart A, Pandey U, Wicke T, Sixel-Döring F, Janzen A, Sittig-Wiegand E, Trenkwalder C, Oertel WH, Mollenhauer B, Wilmes P
Journal
Movement disorders : official journal of the Movement Disorder Society
Year
2018
Keywords:
16S rRNA gene amplicon sequencing, PD, RBD, genome reconstructions, nonmotor phenotype
BACKGROUND: Increasing evidence connects the gut microbiota and the onset and/or phenotype of Parkinson's disease (PD). Differences in the abundances of specific bacterial taxa have been reported in PD patients. It is, however, unknown whether these differences can be observed in individuals at high risk, for example, with idiopathic rapid eye movement sleep behavior disorder, a prodromal condition of α-synuclein aggregation disorders including PD. OBJECTIVES: To compare microbiota in carefully preserved nasal wash and stool samples of subjects with idiopathic rapid eye movement sleep behavior disorder, manifest PD, and healthy individuals. METHODS: Microbiota of flash-frozen stool and nasal wash samples from 76 PD patients, 21 idiopathic rapid eye movement sleep behavior disorder patients, and 78 healthy controls were assessed by 16S and 18S ribosomal RNA amplicon sequencing. Seventy variables, related to demographics, clinical parameters including nonmotor symptoms, and sample processing, were analyzed in relation to microbiome variability and controlled differential analyses were performed. RESULTS: Differentially abundant gut microbes, such as Akkermansia, were observed in PD, but no strong differences in nasal microbiota. Eighty percent of the differential gut microbes in PD versus healthy controls showed similar trends in idiopathic rapid eye movement sleep behavior disorder, for example, Anaerotruncus and several Bacteroides spp., and correlated with nonmotor symptoms. Metagenomic sequencing of select samples enabled the reconstruction of genomes of so far uncharacterized differentially abundant organisms. CONCLUSION: Our study reveals differential abundances of gut microbial taxa in PD and its prodrome idiopathic rapid eye movement sleep behavior disorder in comparison to the healthy controls, and highlights the potential of metagenomics to identify and characterize microbial taxa, which are enriched or depleted in PD and/or idiopathic rapid eye movement sleep behavior disorder. © 2017 The Authors. Movement Disorders published by Wiley Periodicals, Inc. on behalf of International Parkinson and Movement Disorder Society.

Experiment 1


Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/11

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Lwaldron, Fatima

Subjects

Location of subjects
Germany
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
Nasal cavity Cavitas nasalis,Cavitas nasi,Cavity of nose,Cavity of olfactory apparatus,Cavum nasi,Nasal canal,Nasal conduit space,Nasal fossa,Nasal pit,Olfactory cavity,Olfactory chamber,Olfactory chamber cavity,Olfactory pit,Nasal cavity,nasal cavity
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
Group 1 name Corresponds to the case (exposed) group for case-control studies
Parkinson's Disease Patients
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
PD patients underwent deep clinical characterization, including the International Parkinson and Movement Disorder Society (MDS) Unified Parkinson's Disease rating Scale (MDS‐UPDRS I–III), assessment of autonomic dysfunction in Parkinson's disease (Scopa‐AUT) gastrointestinal part (Questions 1‐7), depression by Geriatric Depression Scale and Montgomery‐Åsberg Depression Scale (MADRS), cognition by Mini–Mental State Examination (MMSE) as well as Montréal Cognitive Assessment (MoCA), and sleepiness by Epworth Sleepiness Scale (ESS).
Group 0 sample size Number of subjects in the control (unexposed) group
78
Group 1 sample size Number of subjects in the case (exposed) group
76

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
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)
.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
Yes


Signature 1

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/11

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Results of the differential analysis of the nasal microbiota

Description: Summarized results of the differential analyses of the nasal microbiota at the family. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: increased abundance in Parkinson's Disease Patients

NCBI Quality ControlLinks
Carnobacteriaceae
Hydrogenophilaceae
Hyphomicrobiaceae

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/11

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Results of the differential analysis of the nasal microbiota

Description: Summarized results of the differential analyses of the nasal microbiota at the family. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: decreased abundance in Parkinson's Disease Patients

NCBI Quality ControlLinks
Bacillaceae
Bacillales incertae sedis
Desulfovibrionaceae
Listeriaceae
Micrococcaceae
Oscillospiraceae
Oxalobacteraceae

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Experiment 2


Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/11

Curator: Jacquelynshevin

Revision editor(s): Fatima, Jacquelynshevin, Lwaldron

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
REM sleep behavior disorder Rapid eye movement sleep behavior disorder,rapid eye movement sleep behavior disorder,REM Sleep Behavior Disorder,REM sleep behavior disorder,rEM sleep behavior disorder
Group 1 name Corresponds to the case (exposed) group for case-control studies
idiopathic rapid eye movement sleep behavior disorder
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Subjects with iRBD diagnosed according to the consensus criteria of the International RBD Study group and no signs for neurodegenerative disorder (by clinical examination and neuropsychological testing).
Group 1 sample size Number of subjects in the case (exposed) group
21

Lab analysis

Statistical Analysis

Signature 1

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/11

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Results of the differential analysis of the nasal microbiota

Description: Summarized results of the differential analyses of the nasal microbiota at the family. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: decreased abundance in idiopathic rapid eye movement sleep behavior disorder

NCBI Quality ControlLinks
Bacillales incertae sedis
Desulfovibrionaceae
Oxalobacteraceae

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Experiment 3


Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/13

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima

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
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 1 name Corresponds to the case (exposed) group for case-control studies
Parkinson's Disease Patients
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
PD patients underwent deep clinical characterization, including the International Parkinson and Movement Disorder Society (MDS) Unified Parkinson's Disease rating Scale (MDS‐UPDRS I–III), assessment of autonomic dysfunction in Parkinson's disease (Scopa‐AUT) gastrointestinal part (Questions 1‐7), depression by Geriatric Depression Scale and Montgomery‐Åsberg Depression Scale (MADRS), cognition by Mini–Mental State Examination (MMSE) as well as Montréal Cognitive Assessment (MoCA), and sleepiness by Epworth Sleepiness Scale (ESS).
Group 1 sample size Number of subjects in the case (exposed) group
76

Lab analysis

Statistical Analysis

Confounders controlled for Confounding factors that have been accounted for by stratification or model adjustment
intake of diabetes medication


Signature 1

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/14

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Summarized results of the differential and regression analyses of the gut microbiota

Description: Differential analyses of the gut microbiome at OTU level (D): The fold change values are displayed in the two innermost heatmaps in G. ** (confirmed by ANCOM) and bold P-values are displayed in Figure 2. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: increased abundance in Parkinson's Disease Patients

NCBI Quality ControlLinks
Akkermansia
Anaerotruncus
Bacteria
Bacteroidia
Bifidobacteriaceae
Erysipelotrichaceae incertae sedis
Eubacteriales
Flavonifractor
Fusobacteriaceae
Lachnospiraceae
Olsenella
Oscillospiraceae
Parasutterella
Prevotella
[Clostridium] leptum
Blautia coccoides

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/14

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Summarized results of the differential and regression analyses of the gut microbiota

Description: Differential analyses of the gut microbiome at OTU level (D): The fold change values are displayed in the two innermost heatmaps in G. ** (confirmed by ANCOM) and bold P-values are displayed in Figure 2. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: decreased abundance in Parkinson's Disease Patients

NCBI Quality ControlLinks
Bacillota
Bacteria
Bacteroides
Butyricimonas
Eubacteriales
Lachnospiraceae
Lactobacillus
Olsenella
Oscillospiraceae
Prevotellaceae
Pseudomonadota
Roseburia
Ruminococcus
Sutterella

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Experiment 4


Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/13

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
REM sleep behavior disorder Rapid eye movement sleep behavior disorder,rapid eye movement sleep behavior disorder,REM Sleep Behavior Disorder,REM sleep behavior disorder,rEM sleep behavior disorder
Group 1 name Corresponds to the case (exposed) group for case-control studies
idiopathic rapid eye movement sleep behavior disorder
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Subjects with iRBD diagnosed according to the consensus criteria of the International RBD Study group and no signs for neurodegenerative disorder (by clinical examination and neuropsychological testing).
Group 1 sample size Number of subjects in the case (exposed) group
21

Lab analysis

Statistical Analysis

Signature 1

Reviewed Marked as Reviewed by Fatima on 2023-3-30

Curated date: 2023/03/14

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Source: Summarized results of the differential and regression analyses of the gut microbiota:

Description: Differential analyses of the gut microbiome at OTU level (D): The fold change values are displayed in the two innermost heatmaps in G. ** (confirmed by ANCOM) and bold P-values are displayed in Figure 2. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: increased abundance in idiopathic rapid eye movement sleep behavior disorder

NCBI Quality ControlLinks
Anaerotruncus
Erysipelotrichaceae incertae sedis
Flavonifractor
Gordonibacter
Lachnospiraceae
Blautia coccoides

Revision editor(s): Jacquelynshevin, Fatima, WikiWorks

Signature 2

Needs review

Curated date: 2023/03/14

Curator: Jacquelynshevin

Revision editor(s): Jacquelynshevin, Fatima

Source: Summarized results of the differential and regression analyses of the gut microbiota

Description: Differential analyses of the gut microbiome at OTU level (D): The fold change values are displayed in the two innermost heatmaps in G. ** (confirmed by ANCOM) and bold P-values are displayed in Figure 2. Taxa with multiple‐testing adjusted P values below 0.05 (and an absolute log2 fold change > 1 for differential analyses) were defined as significantly differentially abundant or related to a continuous variable, respectively.

Abundance in Group 1: decreased abundance in idiopathic rapid eye movement sleep behavior disorder

NCBI Quality ControlLinks
Acidaminococcaceae
Bacillota
Bacteria
Bacteroides
Bacteroidia
Butyricimonas
Catenibacterium
Coprococcus
Lachnospiraceae
Megasphaera
Mitsuokella
Olsenella
Oscillospiraceae
Pasteurellaceae
Prevotella
Prevotellaceae
Sutterella
Methanosphaera

Revision editor(s): Jacquelynshevin, Fatima