An insight into the vaginal microbiome of infertile women in Bangladesh using metagenomic approach
The dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility. Metagenomic analysis was conducted on sample...
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Published in | Frontiers in cellular and infection microbiology Vol. 14; p. 1390088 |
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Abstract | The dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility.
Metagenomic analysis was conducted on samples from 5 infertile and 5 fertile individuals using both amplicon 16S and metagenomics shotgun sequencing methods.
In the infertile group, the bacterial community was primarily represented by three major bacterial genera:
(79.42%),
(12.56%) and
(3.33%), whereas, the fertile group exhibited a more diverse composition with over 8 major bacterial genera, accompanied by significantly reduced abundance of
(48.79%) and
(6.98%). At the species level, higher abundances of
and
were observed in the infertile group. Regarding the microbiome composition, only one fertile and two infertile subjects exhibited the healthiest Community State Types, CST-1, while CST-3 was observed among two infertile and one fertile subject, and CST-4 in three other fertile and one infertile subject. Overall, alpha diversity metrics indicated greater diversity and lower species richness in the control (fertile) group, while the infertile group displayed the opposite trend. However, beta-diversity analysis did not show distinct clustering of samples associated with any specific group; instead, it demonstrated CST-type specific clustering. Shotgun metagenomics further confirmed the dominance of Firmicutes, with a greater abundance of
species in the infertile group. Specifically,
and
were identified as the most dominant and highly abundant in the infertile group. Fungi were only identified in the control group, dominated by
(62.5%). Metagenome-assembled genomes (MAGs) corroborated read-based taxonomic profiling, with the taxon
identified exclusively in disease samples. MAG identities shared by both groups include Shamonda orthobunyavirus,
, Human endogenous retrovirus K113,
, and
. Interestingly, the healthy microbiomes sequenced in this study contained two clusters,
and
, not found in the public dataset. In conclusion, this study suggests that lower species diversity with a higher abundance of
and
, may contribute to female infertility in our study datasets. However, larger sample sizes are necessary to further evaluate such association. |
---|---|
AbstractList | IntroductionThe dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility. MethodsMetagenomic analysis was conducted on samples from 5 infertile and 5 fertile individuals using both amplicon 16S and metagenomics shotgun sequencing methods.Results and discussionIn the infertile group, the bacterial community was primarily represented by three major bacterial genera: Lactobacillus (79.42%), Gardnerella (12.56%) and Prevotella (3.33%), whereas, the fertile group exhibited a more diverse composition with over 8 major bacterial genera, accompanied by significantly reduced abundance of Lactobacillus (48.79%) and Gardnerella (6.98%). At the species level, higher abundances of L. iners, L. gasseri and G. vaginalis were observed in the infertile group. Regarding the microbiome composition, only one fertile and two infertile subjects exhibited the healthiest Community State Types, CST-1, while CST-3 was observed among two infertile and one fertile subject, and CST-4 in three other fertile and one infertile subject. Overall, alpha diversity metrics indicated greater diversity and lower species richness in the control (fertile) group, while the infertile group displayed the opposite trend. However, beta-diversity analysis did not show distinct clustering of samples associated with any specific group; instead, it demonstrated CST-type specific clustering. Shotgun metagenomics further confirmed the dominance of Firmicutes, with a greater abundance of Lactobacillus species in the infertile group. Specifically, L. iners and G. vaginalis were identified as the most dominant and highly abundant in the infertile group. Fungi were only identified in the control group, dominated by Penicillium citrinum (62.5%). Metagenome-assembled genomes (MAGs) corroborated read-based taxonomic profiling, with the taxon L. johnsonii identified exclusively in disease samples. MAG identities shared by both groups include Shamonda orthobunyavirus, L. crispatus, Human endogenous retrovirus K113, L. iners, and G. vaginalis. Interestingly, the healthy microbiomes sequenced in this study contained two clusters, Penicillium and Staphylococcus haemolyticus, not found in the public dataset. In conclusion, this study suggests that lower species diversity with a higher abundance of L. iners, L. gasseri and G. vaginalis, may contribute to female infertility in our study datasets. However, larger sample sizes are necessary to further evaluate such association. The dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility. Metagenomic analysis was conducted on samples from 5 infertile and 5 fertile individuals using both amplicon 16S and metagenomics shotgun sequencing methods. In the infertile group, the bacterial community was primarily represented by three major bacterial genera: (79.42%), (12.56%) and (3.33%), whereas, the fertile group exhibited a more diverse composition with over 8 major bacterial genera, accompanied by significantly reduced abundance of (48.79%) and (6.98%). At the species level, higher abundances of and were observed in the infertile group. Regarding the microbiome composition, only one fertile and two infertile subjects exhibited the healthiest Community State Types, CST-1, while CST-3 was observed among two infertile and one fertile subject, and CST-4 in three other fertile and one infertile subject. Overall, alpha diversity metrics indicated greater diversity and lower species richness in the control (fertile) group, while the infertile group displayed the opposite trend. However, beta-diversity analysis did not show distinct clustering of samples associated with any specific group; instead, it demonstrated CST-type specific clustering. Shotgun metagenomics further confirmed the dominance of Firmicutes, with a greater abundance of species in the infertile group. Specifically, and were identified as the most dominant and highly abundant in the infertile group. Fungi were only identified in the control group, dominated by (62.5%). Metagenome-assembled genomes (MAGs) corroborated read-based taxonomic profiling, with the taxon identified exclusively in disease samples. MAG identities shared by both groups include Shamonda orthobunyavirus, , Human endogenous retrovirus K113, , and . Interestingly, the healthy microbiomes sequenced in this study contained two clusters, and , not found in the public dataset. In conclusion, this study suggests that lower species diversity with a higher abundance of and , may contribute to female infertility in our study datasets. However, larger sample sizes are necessary to further evaluate such association. The dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility.IntroductionThe dysbiosis of vaginal microbiota is recognized as a potential underlying factor contributing to infertility in women. This study aimed to compare the vaginal microbiomes of infertile and fertile women to investigate their relationship with infertility.Metagenomic analysis was conducted on samples from 5 infertile and 5 fertile individuals using both amplicon 16S and metagenomics shotgun sequencing methods.MethodsMetagenomic analysis was conducted on samples from 5 infertile and 5 fertile individuals using both amplicon 16S and metagenomics shotgun sequencing methods.In the infertile group, the bacterial community was primarily represented by three major bacterial genera: Lactobacillus (79.42%), Gardnerella (12.56%) and Prevotella (3.33%), whereas, the fertile group exhibited a more diverse composition with over 8 major bacterial genera, accompanied by significantly reduced abundance of Lactobacillus (48.79%) and Gardnerella (6.98%). At the species level, higher abundances of L. iners, L. gasseri and G. vaginalis were observed in the infertile group. Regarding the microbiome composition, only one fertile and two infertile subjects exhibited the healthiest Community State Types, CST-1, while CST-3 was observed among two infertile and one fertile subject, and CST-4 in three other fertile and one infertile subject. Overall, alpha diversity metrics indicated greater diversity and lower species richness in the control (fertile) group, while the infertile group displayed the opposite trend. However, beta-diversity analysis did not show distinct clustering of samples associated with any specific group; instead, it demonstrated CST-type specific clustering. Shotgun metagenomics further confirmed the dominance of Firmicutes, with a greater abundance of Lactobacillus species in the infertile group. Specifically, L. iners and G. vaginalis were identified as the most dominant and highly abundant in the infertile group. Fungi were only identified in the control group, dominated by Penicillium citrinum (62.5%). Metagenome-assembled genomes (MAGs) corroborated read-based taxonomic profiling, with the taxon L. johnsonii identified exclusively in disease samples. MAG identities shared by both groups include Shamonda orthobunyavirus, L. crispatus, Human endogenous retrovirus K113, L. iners, and G. vaginalis. Interestingly, the healthy microbiomes sequenced in this study contained two clusters, Penicillium and Staphylococcus haemolyticus, not found in the public dataset. In conclusion, this study suggests that lower species diversity with a higher abundance of L. iners, L. gasseri and G. vaginalis, may contribute to female infertility in our study datasets. However, larger sample sizes are necessary to further evaluate such association.Results and discussionIn the infertile group, the bacterial community was primarily represented by three major bacterial genera: Lactobacillus (79.42%), Gardnerella (12.56%) and Prevotella (3.33%), whereas, the fertile group exhibited a more diverse composition with over 8 major bacterial genera, accompanied by significantly reduced abundance of Lactobacillus (48.79%) and Gardnerella (6.98%). At the species level, higher abundances of L. iners, L. gasseri and G. vaginalis were observed in the infertile group. Regarding the microbiome composition, only one fertile and two infertile subjects exhibited the healthiest Community State Types, CST-1, while CST-3 was observed among two infertile and one fertile subject, and CST-4 in three other fertile and one infertile subject. Overall, alpha diversity metrics indicated greater diversity and lower species richness in the control (fertile) group, while the infertile group displayed the opposite trend. However, beta-diversity analysis did not show distinct clustering of samples associated with any specific group; instead, it demonstrated CST-type specific clustering. Shotgun metagenomics further confirmed the dominance of Firmicutes, with a greater abundance of Lactobacillus species in the infertile group. Specifically, L. iners and G. vaginalis were identified as the most dominant and highly abundant in the infertile group. Fungi were only identified in the control group, dominated by Penicillium citrinum (62.5%). Metagenome-assembled genomes (MAGs) corroborated read-based taxonomic profiling, with the taxon L. johnsonii identified exclusively in disease samples. MAG identities shared by both groups include Shamonda orthobunyavirus, L. crispatus, Human endogenous retrovirus K113, L. iners, and G. vaginalis. Interestingly, the healthy microbiomes sequenced in this study contained two clusters, Penicillium and Staphylococcus haemolyticus, not found in the public dataset. In conclusion, this study suggests that lower species diversity with a higher abundance of L. iners, L. gasseri and G. vaginalis, may contribute to female infertility in our study datasets. However, larger sample sizes are necessary to further evaluate such association. |
Author | Hasan, Zahid Begum, Nurjahan Netherland, Michael Ahmed, Sangita Hasan, Nur A. Yasmin, Mahmuda |
AuthorAffiliation | 1 Department of Microbiology, University of Dhaka , Dhaka , Bangladesh 2 EzBiome Inc. , Gaithersburg, MD , United States |
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BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39040604$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.3389/fcimb.2021.631972 10.1186/s12905-017-0489-5 10.1038/s41598-019-40304-3 10.3343/alm.2019.39.6.530 10.4236/jbm.2022.104014 10.1016/j.ajog.2020.10.019 10.1093/humrep/deu222 10.7860/JCDR/2017/28296.10417 10.1038/nmeth.1923 10.1016/j.micpath.2023.105980 10.1099/ijsem.0.001755 10.2307/2136806 10.1093/infdis/jiy243 10.1093/bioinformatics/btp352 10.1186/s13059-019-1891-0 10.1371/journal.pcbi.1000465 10.3892/br.2019.1194 10.1016/j.ajog.2016.08.008 10.1002/jcp.25806 10.1186/s12934-020-01464-4 10.1016/j.micpath.2014.03.010 10.3389/fcimb.2021.792787 10.1111/1471-0528.13072 10.1038/nmeth.3176 10.3390/microorganisms8060874 10.1128/spectrum.00105-22 10.3390/microorganisms9010039 10.1038/s41598-020-77673-z 10.1093/nar/gkw1092 10.3389/fmicb.2023.1257587 10.1136/bmj.319.7204.220 10.1016/j.micpath.2018.11.046 10.3389/fcimb.2020.00168 10.1038/s41572-018-0058-8 10.3390/life13061251 10.3389/fmicb.2012.00392 10.1038/s41598-022-20527-7 10.3389/fmed.2018.00181 10.1186/s12866-019-1568-6 10.1186/s12889-021-10360-4 10.3389/fimmu.2020.00378 10.3390/pathogens9030204 10.1038/s41467-022-28724-8 10.2174/157488412799218824 10.1186/s13059-014-0550-8 10.5653/cerm.2016.43.4.185 10.1056/NEJMoa043802 10.1073/pnas.1002611107 10.1093/bioinformatics/btq033 |
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Keywords | CST typing metagenomic analysis species diversity female infertility vaginal microbiome |
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SubjectTerms | Adult Bacteria - classification Bacteria - genetics Bacteria - isolation & purification Bangladesh Cellular and Infection Microbiology CST typing Dysbiosis - microbiology Female female infertility Humans Infertility, Female - microbiology Lactobacillus - classification Lactobacillus - genetics Lactobacillus - isolation & purification Metagenome metagenomic analysis Metagenomics - methods Microbiota - genetics Phylogeny RNA, Ribosomal, 16S - genetics species diversity Vagina - microbiology vaginal microbiome Young Adult |
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Title | An insight into the vaginal microbiome of infertile women in Bangladesh using metagenomic approach |
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