Similarly in depression, nuances of gut microbiota: Evidences from a shotgun metagenomics sequencing study on major depressive disorder versus bipolar disorder with current major depressive episode patients

Study information

Needs review

study design

case-control

Citation

PMID PubMed identifier for scientific articles.

30927646

DOI Digital object identifier for electronic documents.

10.1016/j.jpsychires.2019.03.017

URI

Authors

Rong H, Xie XH, Zhao J, Lai WT, Wang MB, Xu D, Liu YH, Guo YY, Xu SX, Deng WF, Yang QF, Xiao L, Zhang YL, He FS, Wang S, Liu TB

Journal

Journal of psychiatric research

Year

2019

Keywords:

Bipolar disorder, Diversity, G(m) coefficient, Gut microbiota, Major depressive disorder, Shotgun metagenomics sequencing

BACKGROUND: To probe the differences of gut microbiota among major depressive disorder (MDD), bipolar disorder with current major depressive episode (BPD) and health participants. METHODS: Thirty one MDD patients, thirty BPD patients, and thirty healthy controls (HCs) were recruited. All the faecal samples were analyzed by shotgun metagenomics sequencing. Except for routine analyses of alpha diversity, we specially designed a new indicator, the Gm coefficient, to evaluate the inequality of relative abundances of microbiota for each participant. RESULTS: The Gm coefficients are significant decreased in both MDD and BPD groups. The relative abundances of increased phyla Firmicutes and Actinobacteria and decreased Bacteroidetes were significantly in the MDD and BPD groups. At genus level, four of top five enriched genera (Bacteroides, Clostridium, Bifidobacterium, Oscillibacter and Streptococcus) were found increased significantly in the MDD and BPD groups compared with HCs. The genera Escherichia and Klebsiella showed significant changes in abundances only between the BPD and HC groups. At the species level, compared with BPD patients, MDD patients had a higher abundance of Prevotellaceae including Prevotella denticola F0289, Prevotella intermedia 17, Prevotella ruminicola, and Prevotella intermedia. Furthermore, the abundance of Fusobacteriaceae, Escherichia blattae DSM 4481 and Klebsiella oxytoca were significantly increased, whereas the Bifidobacterium longum subsp. infantis ATCC 15697 = JCM 1222 was significantly reduced in BPD group compared with MDD group. CONCLUSIONS: Our study suggested that gut microbiota may be involved in the pathogenesis of both MDD and BPD patients, and the nuances of bacteria may have the potentiality of being the biomarkers of MDD and BPD.

Experiment 1

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Subjects

Location of subjects: China

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: Unipolar depression Depression,Depression, Emotional,Depression, Endogenous,Depression, Involutional,Depression, Neurotic,Depression, Unipolar,Depressions,Depressions, Emotional,Depressions, Endogenous,Depressions, Neurotic,Depressions, Unipolar,DEPRESSIVE DIS,DEPRESSIVE DIS MAJOR,Depressive Disorder,Depressive Disorder, Major,Depressive Disorders,Depressive Disorders, Major,Depressive Neuroses,Depressive Neurosis,Depressive Symptom,Depressive Symptoms,Depressive Syndrome,Depressive Syndromes,Disorder, Depressive,Disorder, Major Depressive,Disorders, Depressive,Disorders, Major Depressive,Emotional Depression,Emotional Depressions,Endogenous Depression,Endogenous Depressions,Involutional Depression,Involutional Psychoses,Involutional Psychosis,MAJOR DEPRESSIVE DIS,major depressive disorder,Major Depressive Disorders,Neuroses, Depressive,Neurosis, Depressive,Neurotic Depression,Neurotic Depressions,Paraphrenia, Involutional,Psychoses, Involutional,Psychosis, Involutional,Symptom, Depressive,Symptoms, Depressive,Syndrome, Depressive,Syndromes, Depressive,Unipolar Depressions,Unipolar depression,unipolar depression

Group 0 name Corresponds to the control (unexposed) group for case-control studies: controls

Group 1 name Corresponds to the case (exposed) group for case-control studies: MDD

Group 0 sample size Number of subjects in the control (unexposed) group: 30

Group 1 sample size Number of subjects in the case (exposed) group: 31

Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any): 1 month

Lab analysis

Sequencing type: WMS

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

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: Mann-Whitney (Wilcoxon)

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

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

Chao1 Abundance-based estimator of species richness: decreased

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

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Source: Figure 1, Table 2, figure 3

Description: Comparison of bacterial abundance of major depressive disorder and healthy controls

Abundance in Group 1: increased abundance in MDD

NCBI	Quality Control	Links
Bacillota
Actinomycetota
Clostridium
Bifidobacterium
Oscillibacter
Streptococcus
Selenomonas
Megasphaera
Acidaminococcus
Enterobacteriaceae
Prevotella
Escherichia coli
Megasphaera elsdenii
Oscillibacter valericigenes
Bifidobacterium adolescentis
Prevotella melaninogenica
Bifidobacterium dentium

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Signature 2

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Source: Figure 1, Table 2, figure 3

Description: Comparison of bacterial abundance of major depressive disorder and healthy controls

Abundance in Group 1: decreased abundance in MDD

NCBI	Quality Control	Links
Bacteroidota
Bacteroides
Odoribacter
Tannerella
Haemophilus parainfluenzae

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Experiment 2

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Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology: Bipolar disorder [X]Bipolar affective disorder, unspecified,[X]Bipolar affective disorder, unspecified (disorder),Affective Bipolar Psychosis,Affective Psychosis, Bipolar,Bipolar affective disorder,bipolar affective disorder,Bipolar affective disorder , current episode mixed (disorder),Bipolar affective disorder, current episode depression (disorder),Bipolar affective disorder, manic, unspecified degree,Bipolar affective disorder, mixed, unspecified degree,Bipolar Affective Psychosis,Bipolar Depression,bipolar depression,BIPOLAR DIS,bipolar disease,bipolar disorder,Bipolar disorder (disorder),bipolar disorder manic phase,BIPOLAR DISORDER NOS,Bipolar disorder, NOS,Bipolar disorder, unspecified,Bipolar Disorders,Depression, Bipolar,Depressive-manic psych.,depressive-manic psych.,Disorder, Bipolar,Disorder, Manic,MAFD,major affective disorder,major bipolar affective disorder,Mania,Manias,Manic Bipolar Affective disorder,manic bipolar affective disorder,Manic bipolar I disorder,manic bipolar I disorder,Manic bipolar I disorder (disorder),manic depression,Manic Depressive disorder,manic depressive disorder,MANIC DEPRESSIVE ILLNESS,Manic Depressive Psychosis,MANIC DIS,Manic Disorder,manic disorder,Manic Disorders,Manic State,Manic States,Manic-Depression,manic-depression,Manic-depressive illness,manic-depressive illness,Manic-Depressive Psychoses,Manic-depressive psychosis,manic-depressive psychosis,Manic-depressive syndrome NOS,MDI - Manic-depressive illness,mixed bipolar affective disorder (disorder),mixed bipolar affective disorder, NOS (disorder),mixed bipolar disorder,mixed bipolar I disorder (disorder),Psychoses, Bipolar Affective,Psychoses, Manic Depressive,Psychoses, Manic-Depressive,Psychosis, Bipolar Affective,Psychosis, Manic Depressive,Psychosis, Manic-Depressive,State, Manic,States, Manic,Unspecified bipolar affective disorder,Unspecified bipolar affective disorder (disorder),Unspecified bipolar affective disorder, NOS,Unspecified bipolar affective disorder, NOS (disorder),Unspecified bipolar affective disorder, unspecified,Unspecified bipolar affective disorder, unspecified (disorder),Bipolar disorder

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: bipolar

Group 1 sample size Number of subjects in the case (exposed) group: 30

Lab analysis

Statistical Analysis

Alpha Diversity

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

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

Edit History Delete

Mark reviewed

Your review change was submitted

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Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): WikiWorks

Source: Figure 1, Table 2, figure 3

Description: Comparison of bacterial abundance of bipolar disorder with major depressive disorder and healthy controls

Abundance in Group 1: decreased abundance in bipolar

NCBI	Quality Control	Links
Bacteroidota
Bacteroides
Odoribacter
Tannerella
Bacteroides helcogenes

Revision editor(s): WikiWorks