Deep nasal sinus cavity microbiota dysbiosis in Parkinson's disease

From BugSigDB
Reviewed Marked as Reviewed by Svetlana up on 2024-8-29
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
URI
Authors
Pal G, Ramirez V, Engen PA, Naqib A, Forsyth CB, Green SJ, Mahdavinia M, Batra PS, Tajudeen BA, Keshavarzian A
Journal
NPJ Parkinson's disease
Year
2021
Olfactory dysfunction is a pre-motor symptom of Parkinson's disease (PD) that appears years prior to diagnosis and can affect quality of life in PD. Changes in microbiota community in deep nasal cavity near the olfactory bulb may trigger the olfactory bulb-mediated neuroinflammatory cascade and eventual dopamine loss in PD. To determine if the deep nasal cavity microbiota of PD is significantly altered in comparison to healthy controls, we characterized the microbiota of the deep nasal cavity using 16S rRNA gene amplicon sequencing in PD subjects and compared it to that of spousal and non-spousal healthy controls. Correlations between microbial taxa and PD symptom severity were also explored. Olfactory microbial communities of PD individuals were more similar to those of their spousal controls than to non-household controls. In direct comparison of PD and spousal controls and of PD and non-spousal controls, significantly differently abundant taxa were identified, and this included increased relative abundance of putative opportunistic-pathobiont species such as Moraxella catarrhalis. M. catarrhalis was also significantly correlated with more severe motor scores in PD subjects. This proof-of-concept study provides evidence that potential pathobionts are detected in the olfactory bulb and that a subset of changes in the PD microbiota community could be a consequence of unique environmental factors associated with PD living. We hypothesize that an altered deep nasal microbiota, characterized by a putative pro-inflammatory microbial community, could trigger neuroinflammation in PD.

Experiment 1


Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/03/17

Curator: Idiat

Revision editor(s): Idiat, Victoria

Subjects

Location of subjects
United States of America
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
rHC (Random non-household healthy controls)
Group 1 name Corresponds to the case (exposed) group for case-control studies
PD (Parkinson's Disease)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
This group consists of 30 Parkinson's disease subjects.
Group 0 sample size Number of subjects in the control (unexposed) group
17
Group 1 sample size Number of subjects in the case (exposed) group
30
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
12 weeks

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)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
Yes
Matched on Factors on which subjects have been matched on in a case-control study
age, race, sex

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged
Richness Number of species
decreased

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/03/18

Curator: Idiat

Revision editor(s): Idiat, Victoria

Source: Supplementary figure 2 and Supplementary table 10 & 11.

Description: Nasal microbial differences between rHC and PD subjects. Differential abundance differences were measured using DESeq2 within PD (n=30) subjects compared to rHC (n=17) subjects. At the genus and species taxonomic level.

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

NCBI Quality ControlLinks
Anaerococcus hydrogenalis
Corynebacterium propinquum
Delftia tsuruhatensis
Micrococcus yunnanensis
Moraxella catarrhalis
Pseudomonas brenneri
Pseudomonas mandelii 36MFCvi1.1
Ralstonia insidiosa
Staphylococcus epidermidis
Moraxella
Methylophaga
Dermabacter
Delftia
Ralstonia
Desulfuromusa
Acinetobacter

Revision editor(s): Idiat, Victoria

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/03/19

Curator: Idiat

Revision editor(s): Idiat, Ayibatari, Victoria

Source: Supplementary figure 2 and Supplementary table 10 & 11.

Description: Nasal microbial differences between rHC and PD subjects. Differential abundance differences were measured using DESeq2 within PD (n=30) subjects compared to rHC (n=17) subjects. At the genus and species taxonomic level.

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

NCBI Quality ControlLinks
Aminiphilus circumscriptus
Azospirillum palatum
Bacteroides denticanum
Blautia wexlerae
Burkholderia mallei
Burkholderia multivorans
Burkholderia ubonensis
Burkholderia vietnamiensis
Campylobacter canadensis
Corynebacterium acetoacidophilum
Corynebacterium atypicum
Corynebacterium doosanense
Corynebacterium massiliense
Corynebacterium pyruviciproducens
Corynebacterium ulceribovis
Curvibacter gracilis
Curvibacter lanceolatus
Cutibacterium modestum
Dietzia kunjamensis
Escherichia albertii
Gymnostachys anceps
Haemophilus parainfluenzae
Johnsonella ignava
Kocuria rosea
Lachnospira pectinoschiza
Mannheimia caviae
Microbacterium paludicola
Mycolicibacterium chitae
Myroides odoratus
Parabacteroides goldsteinii
Paraburkholderia bryophila
Paraburkholderia kururiensis
Paraburkholderia phenoliruptrix
Peptoniphilus methioninivorax
Peptoniphilus olsenii
Peptoniphilus tyrrelliae
Proteus hauseri
Qipengyuania aquimaris
Rhodothermus clarus
Roseateles saccharophilus
Schaalia meyeri
Schaalia naturae
Selenomonas flueggei
Staphylococcus hyicus
Stenotrophomonas pavanii
Streptomyces danangensis
Tolumonas auensis
Yersinia massiliensis
Yersinia pestis
[Actinobacillus] rossii
Dietzia
Burkholderia
Roseateles
Listeria
Serratia
Bacillus
Erythrobacter
Yersinia
Alkaliphilus
Lactobacillus
Lachnospira
Rhodothermus
Klebsiella
Johnsonella
Trabulsiella
Dechloromonas
Aminiphilus
Thalassospira
Limnohabitans
Edwardsiella
Turicibacter
Gemmatimonas
Geothrix
Curvibacter

Revision editor(s): Idiat, Ayibatari, Victoria

Experiment 2


Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Differences from previous experiment shown

Subjects

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

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged
Richness Number of species
decreased

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary table 10 & 11.

Description: Nasal microbial differences between rHC and PD subjects. The differential abundance differences were measured using ANCOM within PD (n=30) subjects compared to rHC (n=17) subjects. At the genus and species taxonomic level.

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

NCBI Quality ControlLinks
Acinetobacter
Acinetobacter guillouiae
Desulfuromusa

Revision editor(s): Victoria

Experiment 3


Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
SpHC (Spousal household healthy controls)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
This group consists of 11 spousal healthy controls of Parkinson's disease subjects.
Group 1 sample size Number of subjects in the case (exposed) group
11

Lab analysis

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
raw counts
Statistical test
DESeq2

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary Figure 1 and Supplementary table 6 & 7.

Description: Nasal microbial differences between rHC and SpHC subjects. The differential abundance differences were measured using DESeq2 within SpHC (n=11) compared to rHC (n=17) subjects. At the genus and species taxonomic level.

Abundance in Group 1: increased abundance in SpHC (Spousal household healthy controls)

NCBI Quality ControlLinks
Anaerococcus hydrogenalis
Brevibacterium paucivorans
Corynebacterium imitans
Delftia
Delftia tsuruhatensis
Dermabacter
Micrococcus yunnanensis
Pseudomonas brenneri
Pseudomonas mandelii
Staphylococcus epidermidis
Streptomyces nanchangensis

Revision editor(s): Victoria

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary Figure 1 and Supplementary table 6 & 7.

Description: Nasal microbial differences between rHC and SpHC subjects. Differential abundance differences were measured using DESeq2 within SpHC (n=11) compared to rHC (n=17) subjects. At the genus and species taxonomic level.

Abundance in Group 1: decreased abundance in SpHC (Spousal household healthy controls)

NCBI Quality ControlLinks
Bacillus
Blautia
Blautia wexlerae
Brevundimonas terrae
Burkholderia
Burkholderia ubonensis
Burkholderia vietnamiensis
Corynebacterium acetoacidophilum
Curvibacter
Curvibacter lanceolatus
Dyella ginsengisoli
Escherichia
Escherichia albertii
Geothrix
Lactobacillus
Lentibacillus
Lentibacillus kapialis
Limnohabitans
Microbacterium paludicola
Myroides
Myroides odoratus
Oscillospira
Paraburkholderia bryophila
Paraburkholderia kururiensis
Paraburkholderia phenoliruptrix
Paraburkholderia phytofirmans
Paraburkholderia sabiae
Paraburkholderia terrae
Paraburkholderia tuberum
Paraburkholderia xenovorans
Proteus hauseri
Qipengyuania aquimaris
Ralstonia
Ralstonia detusculanense
Ralstonia insidiosa
Rhodococcus opacus
Roseateles
Roseateles saccharophilus
Salinispora
Segetibacter aerophilus
Serratia
Serratia entomophila
Streptomyces danangensis
Yersinia massiliensis
Trabulsiella odontotermitis
Salinispora tropica

Revision editor(s): Victoria

Experiment 4


Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/20

Curator: Victoria

Revision editor(s): Victoria

Differences from previous experiment shown

Subjects

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

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/21

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary table 6 & 7.

Description: Nasal microbial differences between rHC and SpHC subjects. Differential abundance differences were measured using ANCOM within SpHC (n=11) compared to rHC (n=17) subjects. At the genus and species taxonomic level.

Abundance in Group 1: increased abundance in SpHC (Spousal household healthy controls)

NCBI Quality ControlLinks
Acinetobacter guillouiae
Acinetobacter

Revision editor(s): Victoria

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/21

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary table 6 & 7.

Description: Nasal microbial differences between rHC and SpHC subjects. Differential abundance differences were measured using ANCOM within SpHC (n=11) compared to rHC (n=17) subjects. At the genus and species taxonomic level.

Abundance in Group 1: decreased abundance in SpHC (Spousal household healthy controls)

NCBI Quality ControlLinks
Paraburkholderia xenovorans

Revision editor(s): Victoria

Experiment 5


Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/21

Curator: Victoria

Revision editor(s): Victoria

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
SpHC (Spousal household Healthy Control)
Group 1 name Corresponds to the case (exposed) group for case-control studies
SpPD (Spousal household Parkinson's Disease)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
This group consists of Parkinson's Disease subjects living in the same household as their healthy control spouses.
Group 0 sample size Number of subjects in the control (unexposed) group
11

Lab analysis

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
Mann-Whitney (Wilcoxon)

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/21

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary table 13 and Fig. 2b

Description: Significant differential abundance analysis values of the microbial profiles between spousal household (SpHC) healthy control subjects and their corresponding household PD (SpPD) subjects. At the genus and species taxonomic level.

Abundance in Group 1: increased abundance in SpPD (Spousal household Parkinson's Disease)

NCBI Quality ControlLinks
Chromobacterium
Moraxella
Corynebacterium bovis
Moraxella catarrhalis

Revision editor(s): Victoria

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-8-29

Curated date: 2024/08/21

Curator: Victoria

Revision editor(s): Victoria

Source: Supplementary table 13 and Fig. 2b

Description: Significant differential abundance analysis values of the microbial profiles between spousal household (SpHC) healthy control subjects and their corresponding household PD (SpPD) subjects. At the genus and species taxonomic level.

Abundance in Group 1: decreased abundance in SpPD (Spousal household Parkinson's Disease)

NCBI Quality ControlLinks
Dermacoccus
Staphylococcus
Thermodesulfovibrio
Anaerococcus prevotii
Staphylococcus aureus
Staphylococcus chromogenes
Staphylococcus cohnii
Staphylococcus epidermidis
Streptococcus fryi
Streptococcus infantis
Trabulsiella farmeriTrabulsiella farmeri
Yersinia frederiksenii

Revision editor(s): Victoria