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      Longitudinal analysis of vaginal microbiota during IVF fresh embryo transfer and in early pregnancy

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          ABSTRACT

          Non- Lactobacillus-dominated vaginal microbiota has been associated with poor gynecologic health and complications during pregnancy. Lactobacilli and especially Lactobacillus crispatus associate with good reproductive health and dominate the microbiota during healthy pregnancy. We examined whether the composition of vaginal microbiota at the time of fresh embryo transfer (ET) has an impact on the success of in vitro fertilization (IVF) and whether vaginal microbiota changes from IVF-ET to early pregnancy within individuals. Vaginal swab samples were collected from subfertile women at the time of IVF-ET ( n = 76) and at the eighth gestational week ( n = 21) from those who achieved clinical pregnancy. The microbiota composition was analyzed using 16S rRNA gene amplicon sequencing. L. crispatus was more abundant among the 30 women who achieved clinical pregnancy (46.9% vs. 19.1%, q = 0.039) and the 26 women who had live birth (43.3% vs. 23.1%, q = 0.32) compared to those who did not. Lactobacilli, mainly L. crispatus (76.2%), dominated all early pregnancy samples. Microbiota remained the same, i.e., Lactobacillus-dominated type in 52% (11/21), shifted from one Lactobacillus-dominated type to another in 24% (5/21), or shifted from mixed community to Lactobacillus-dominated type in 24% (5/21) women, but never from Lactobacillus dominance to non-lactobacilli dominance. Our results emphasize the role of L. crispatus in the success of IVF-ET and in early pregnancy. During pregnancy, the microbiota shifted toward L. crispatus dominance even if it was undetectable before pregnancy, indicating that most women hold a reservoir of this beneficial Lactobacillus in their reproductive tract.

          IMPORTANCE

          Infertility is a global public health issue which leads many couples to seek fertility treatments, of which in vitro fertilization (IVF) is considered to be the most effective. Still, only about one-third of the women achieve live birth after the first IVF embryo transfer (IVF-ET). Factors affecting embryo implantation are poorly known, but the female reproductive tract microbiota may play a key role. Our study confirms the beneficial role of vaginal lactobacilli, especially Lactobacillus crispatus, in the probability of achieving clinical pregnancy and live birth following IVF-ET. Our findings regarding the intra-individual shift of vaginal microbiota between non-pregnancy and pregnancy states are novel and provide new information about the dynamics of microbiota in the early steps of human reproduction. These findings may help clinicians in their attempts to optimize the conditions for ET by microbiota screening or modulation and timing the ET when the microbiota is the most favorable.

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          DADA2: High resolution sample inference from Illumina amplicon data

          We present DADA2, a software package that models and corrects Illumina-sequenced amplicon errors. DADA2 infers sample sequences exactly, without coarse-graining into OTUs, and resolves differences of as little as one nucleotide. In several mock communities DADA2 identified more real variants and output fewer spurious sequences than other methods. We applied DADA2 to vaginal samples from a cohort of pregnant women, revealing a diversity of previously undetected Lactobacillus crispatus variants.
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            Vaginal microbiome of reproductive-age women.

            The means by which vaginal microbiomes help prevent urogenital diseases in women and maintain health are poorly understood. To gain insight into this, the vaginal bacterial communities of 396 asymptomatic North American women who represented four ethnic groups (white, black, Hispanic, and Asian) were sampled and the species composition characterized by pyrosequencing of barcoded 16S rRNA genes. The communities clustered into five groups: four were dominated by Lactobacillus iners, L. crispatus, L. gasseri, or L. jensenii, whereas the fifth had lower proportions of lactic acid bacteria and higher proportions of strictly anaerobic organisms, indicating that a potential key ecological function, the production of lactic acid, seems to be conserved in all communities. The proportions of each community group varied among the four ethnic groups, and these differences were statistically significant [χ(2)(10) = 36.8, P < 0.0001]. Moreover, the vaginal pH of women in different ethnic groups also differed and was higher in Hispanic (pH 5.0 ± 0.59) and black (pH 4.7 ± 1.04) women as compared with Asian (pH 4.4 ± 0.59) and white (pH 4.2 ± 0.3) women. Phylotypes with correlated relative abundances were found in all communities, and these patterns were associated with either high or low Nugent scores, which are used as a factor for the diagnosis of bacterial vaginosis. The inherent differences within and between women in different ethnic groups strongly argues for a more refined definition of the kinds of bacterial communities normally found in healthy women and the need to appreciate differences between individuals so they can be taken into account in risk assessment and disease diagnosis.
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              The composition and stability of the vaginal microbiota of normal pregnant women is different from that of non-pregnant women

              Background This study was undertaken to characterize the vaginal microbiota throughout normal human pregnancy using sequence-based techniques. We compared the vaginal microbial composition of non-pregnant patients with a group of pregnant women who delivered at term. Results A retrospective case–control longitudinal study was designed and included non-pregnant women (n = 32) and pregnant women who delivered at term (38 to 42 weeks) without complications (n = 22). Serial samples of vaginal fluid were collected from both non-pregnant and pregnant patients. A 16S rRNA gene sequence-based survey was conducted using pyrosequencing to characterize the structure and stability of the vaginal microbiota. Linear mixed effects models and generalized estimating equations were used to identify the phylotypes whose relative abundance was different between the two study groups. The vaginal microbiota of normal pregnant women was different from that of non-pregnant women (higher abundance of Lactobacillus vaginalis, L. crispatus, L. gasseri and L. jensenii and lower abundance of 22 other phylotypes in pregnant women). Bacterial community state type (CST) IV-B or CST IV-A characterized by high relative abundance of species of genus Atopobium as well as the presence of Prevotella, Sneathia, Gardnerella, Ruminococcaceae, Parvimonas, Mobiluncus and other taxa previously shown to be associated with bacterial vaginosis were less frequent in normal pregnancy. The stability of the vaginal microbiota of pregnant women was higher than that of non-pregnant women; however, during normal pregnancy, bacterial communities shift almost exclusively from one CST dominated by Lactobacillus spp. to another CST dominated by Lactobacillus spp. Conclusion We report the first longitudinal study of the vaginal microbiota in normal pregnancy. Differences in the composition and stability of the microbial community between pregnant and non-pregnant women were observed. Lactobacillus spp. were the predominant members of the microbial community in normal pregnancy. These results can serve as the basis to study the relationship between the vaginal microbiome and adverse pregnancy outcomes.
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                Author and article information

                Contributors
                Role: Data curationRole: Formal analysisRole: Writing – original draftRole: Writing – review and editing
                Role: Formal analysisRole: MethodologyRole: SoftwareRole: VisualizationRole: Writing – review and editing
                Role: ConceptualizationRole: Funding acquisitionRole: ResourcesRole: SupervisionRole: Writing – review and editing
                Role: ConceptualizationRole: Writing – review and editing
                Role: ConceptualizationRole: Data curationRole: Writing – review and editing
                Role: Data curationRole: Writing – review and editing
                Role: ConceptualizationRole: Data curationRole: Writing – review and editing
                Role: ConceptualizationRole: Writing – review and editing
                Role: ConceptualizationRole: Writing – review and editing
                Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole: SupervisionRole: Writing – review and editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: Project administrationRole: SupervisionRole: Writing – original draftRole: Writing – review and editing
                Role: Editor
                Journal
                Microbiol Spectr
                Microbiol Spectr
                spectrum
                Microbiology Spectrum
                American Society for Microbiology (1752 N St., N.W., Washington, DC )
                2165-0497
                Nov-Dec 2023
                26 October 2023
                26 October 2023
                : 11
                : 6
                : e01650-23
                Affiliations
                [1 ] Department of Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital; , Helsinki, Finland
                [2 ] Human Microbiome Research Program, Faculty of Medicine, University of Helsinki; , Helsinki, Finland
                [3 ] Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London; , London, United Kingdom
                [4 ] Department of Obstetrics and Gynaecology, Oulu University Hospital; , Oulu, Finland
                [5 ] Medical Research Center, Oulu University Hospital and University of Oulu; , Oulu, Finland
                Chengdu University; , Chengdu, Sichuan, China
                Author notes
                Address correspondence to Anne Salonen, anne.salonen@ 123456helsinki.fi

                Present address: Faculty of Medicine, University of Helsinki, Helsinki, Finland

                Present address: Faculty of Medicine, University of Helsinki, Helsinki, Finland

                Present address: Faculty of Medicine, University of Helsinki, Helsinki, Finland

                Anne Salonen and Tiina Holster contributed equally to this article. T.H. is the clinical principal investigator who conceived the idea and organized the clinical study. A.S. is the principal investigator of microbiota research, coordinating and supervising microbiota analysis. The responsibilities of these authors were non-redundant and equally important to the outcome of this manuscript.

                The authors declare no conflict of interest.

                Author information
                https://orcid.org/0009-0006-5758-8644
                https://orcid.org/0000-0002-0844-2124
                https://orcid.org/0000-0002-7664-0587
                https://orcid.org/0000-0003-4195-556X
                https://orcid.org/0000-0003-0736-2891
                https://orcid.org/0000-0003-0927-0472
                https://orcid.org/0000-0002-6960-7447
                https://orcid.org/0000-0003-0257-1256
                Article
                01650-23 spectrum.01650-23
                10.1128/spectrum.01650-23
                10715154
                37882794
                77e4a66d-d89c-44bb-b778-49b61abfbb7e
                Copyright © 2023 Väinämö et al.

                This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.

                History
                : 09 May 2023
                : 08 September 2023
                Page count
                supplementary-material: 0, authors: 11, Figures: 4, Tables: 2, References: 68, Pages: 17, Words: 9130
                Funding
                Funded by: EC | H2020 | PRIORITY 'Excellent science' | H2020 Marie Skłodowska-Curie Actions (MSCA);
                Award ID: 814102
                Award Recipient :
                Funded by: Department of Obstetrics and Gynaecology, Helsinki University Hospital;
                Award ID: TYH2020401
                Award Recipient :
                Funded by: Suomen Lääketieteen Säätiö (Finnish Medical Foundation);
                Award Recipient :
                Funded by: Academy of Finland (AKA);
                Award Recipient :
                Categories
                Research Article
                clinical-microbiology, Clinical Microbiology
                Custom metadata
                November/December 2023

                infertility,l. crispatus,embryo transfer,vaginal microbiota,ivf

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