Characterization of the Vaginal Microbiome in Women with Infertility and Its Potential Correlation with Hormone Stimulation during In Vitro Fertilization Surgery

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Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
URI Uniform resource identifier for web resources.
Authors
Zhao C, Wei Z, Yang J, Zhang J, Yu C, Yang A, Zhang M, Zhang L, Wang Y, Mu X, Heng X, Yang H, Gai Z, Wang X, Zhang L
Journal
mSystems
Year
2020
Keywords:
in vitro fertilization, infertility, ovulation induction, vaginal microbiome
Perturbation of vaginal microbiome of reproductive-age women influences all the phases of a woman's reproductive life. Although studies have shown that dynamic changes in vaginal microbiome can affect pregnancy, its role in secondary infertility (i.e., inability to become pregnant or to carry a pregnancy successfully after previous success in delivering a child) and in vitro fertilization (IVF) remains to be unraveled. To determine the vaginal microbiome in women undergoing in vitro fertilization and embryo transfer (IVF-ET) and investigate its potential correlations with hormone stimulation, we recruited 30 patients with secondary infertility and receiving IVF and 92 matched healthy women and analyzed their vaginal microbiome composition using 16S rRNA gene sequencing. Our results show that women suffering from infertility (infertile women) exhibit a significant decrease in microbiome diversity and richness compared with healthy women during the nonovulation period (follicular phase) (P < 0.01), whereas vaginal microbiome of healthy women reveals dramatic fluctuations during ovulation (P < 0.05). Interestingly, infertility patients show no change of the vaginal microbiome under conditions of gonadotropin-releasing hormone (GnRH) agonist and recombinant human chorionic gonadotropin (r-hCG) induction (P > 0.05). Moreover, our results indicate that infertile women show characteristic variations in vaginal microbiome, such as increased abundance of Atopobium, Aerococcus, and Bifidobacterium and decreased abundance of Lactobacillus and Leuconostoc IMPORTANCE The microbiome had been hypothesized to be involved in the physiology and pathophysiology of assisted reproduction before the first success in IVF, while the data supporting or refuting this hypothesis were less than conclusive. Thanks to sequencing data from the 16S rRNA subunit, we characterized the microbiome in the reproductive tract of infertile women, and we found that changes in the vaginal microbiome are related to female infertility. We also found that the characteristic microbiome bacteria are mainly members of several genera and that the vaginal microbiome of infertile women is not sensitive to hormonal changes during IVF. In conclusion, our report provides data that can be used for discovering the role of the vaginal microbiome in patients suffering from secondary infertility.

Experiment 1


Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

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
Vagina Distal oviductal region,Distal portion of oviduct,Vaginae,Vagina,vagina
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Female infertility female infertility,female reproductive system infertility,female reproductive system infertility disorder,female sterility,female sub-fertility,female subfertility,infertility disorder of female reproductive system,postpartum sterility,sterility, female,sterility, postpartum,sub fertility, female,sub-fertility, female,subfertility, female,Female infertility
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Group A-I, group O and group N-O
Group 1 name Corresponds to the case (exposed) group for case-control studies
Group B-I
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patient samples from women suffering from secondary infertility collected during the first 3 days of the follicular phase
Group 0 sample size Number of subjects in the control (unexposed) group
100
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)
One month

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
V1-V2
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)?
No
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
2.0


Signature 1

Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure S1

Description: The most differentially abundant taxa between the four groups (A-I, B-I, N-O, and O groups).

Abundance in Group 1: increased abundance in Group B-I

NCBI Quality ControlLinks
Aerococcaceae
Aerococcus
Bacillaceae
Bacillales
Bacillus
Brachybacterium
Bradyrhizobium
Enterococcaceae
Enterococcus
Megasphaera
Mollicutes
Mycoplasma
Mycoplasmataceae
Mycoplasmatales
Mycoplasmatota

Revision editor(s): Aleru Divine

Experiment 2


Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Group B-I, group O and group N-O
Group 1 name Corresponds to the case (exposed) group for case-control studies
Group A-I
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
patient samples from women suffering from secondary infertility collected after gonadotropin-releasing hormone [GnRH] agonist and recombinant human chorionic gonadotropin [r-hCG] administration
Group 0 sample size Number of subjects in the control (unexposed) group
122
Group 1 sample size Number of subjects in the case (exposed) group
8

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure S1

Description: The most differentially abundant taxa between the four groups (A-I, B-I, N-O, and O groups).

Abundance in Group 1: increased abundance in Group A-I

NCBI Quality ControlLinks
Actinomycetota
Atopobium
Bacillota
Bacteria
Caryophanaceae
Coriobacteriaceae
Coriobacteriales
Coriobacteriia
Lysinibacillus
Micromonosporaceae
Nevskiaceae
Steroidobacter
Vitreoscilla

Revision editor(s): Aleru Divine

Experiment 3


Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Group A-I, group B-I and group N-O
Group 1 name Corresponds to the case (exposed) group for case-control studies
Group O
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patient samples from healthy women during the first 3 days of the ovulation period
Group 0 sample size Number of subjects in the control (unexposed) group
88
Group 1 sample size Number of subjects in the case (exposed) group
42

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure S1

Description: The most differentially abundant taxa between the four groups (A-I, B-I, N-O, and O groups).

Abundance in Group 1: increased abundance in Group O

NCBI Quality ControlLinks
Acidimicrobiia
Azospirillum
Bacteroidales
Bacteroidia
Bacteroidota
Betaproteobacteria
Bifidobacteriaceae
Bifidobacteriales
Bifidobacterium
Chitinophaga
Cyanobacteriota
Faecalibacterium
Fusobacteriales
Fusobacteriia
Fusobacteriota
Lachnospiraceae
Leptotrichiaceae
Neisseria
Neisseriaceae
Neisseriales
Oscillospiraceae
Porphyromonadaceae
Porphyromonas
Prevotella
Prevotellaceae
Roseomonas
Selenomonas
Shuttleworthella
Sneathia
Spirosoma
Streptococcaceae
Streptococcus
Streptophyta
Ureaplasma
candidate division SR1 bacterium

Revision editor(s): Aleru Divine

Experiment 4


Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Group A-I, group B-I and group O
Group 1 name Corresponds to the case (exposed) group for case-control studies
Group N-O
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Patient samples from healthy women during 3 days of the nonovulation period [follicular phase]
Group 0 sample size Number of subjects in the control (unexposed) group
80
Group 1 sample size Number of subjects in the case (exposed) group
50

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/06/25

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure S1

Description: The most differentially abundant taxa between the four groups (A-I, B-I, N-O, and O groups).

Abundance in Group 1: increased abundance in Group N-O

NCBI Quality ControlLinks
Acinetobacter
Aneurinibacillus
Bacteroidaceae
Bacteroides
Burkholderiales
Clostridia
Clostridiaceae
Clostridium
Enterobacterales
Enterobacteriaceae
Eubacteriales
Gammaproteobacteria
Haemophilus
Moraxellaceae
Pasteurellaceae
Pasteurellales
Photobacterium
Proteus
Pseudomonadaceae
Pseudomonadales
Pseudomonadota
Pseudomonas
Veillonella
Veillonellaceae
Vibrionaceae
Vibrionales
Wautersiella

Revision editor(s): Aleru Divine