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Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome
Mother vaginal microbes contribute to microbiome of vaginally delivered neonates. Child microbiome can be associated with autoimmune diseases, such as type 1 diabetes (T1D). We collected vaginal DNA samples from 25 mothers with a vaginally delivered child diagnosed with T1D and samples from 24 contr...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304052/ https://www.ncbi.nlm.nih.gov/pubmed/35701558 http://dx.doi.org/10.1007/s00430-022-00741-w |
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author | Ruotsalainen, A. L. Tejesvi, M. V. Vänni, P. Suokas, M. Tossavainen, P. Pirttilä, A. M. Talvensaari-Mattila, A. Nissi, R. |
author_facet | Ruotsalainen, A. L. Tejesvi, M. V. Vänni, P. Suokas, M. Tossavainen, P. Pirttilä, A. M. Talvensaari-Mattila, A. Nissi, R. |
author_sort | Ruotsalainen, A. L. |
collection | PubMed |
description | Mother vaginal microbes contribute to microbiome of vaginally delivered neonates. Child microbiome can be associated with autoimmune diseases, such as type 1 diabetes (T1D). We collected vaginal DNA samples from 25 mothers with a vaginally delivered child diagnosed with T1D and samples from 24 control mothers who had vaginally delivered a healthy child and analyzed bacteriome and mycobiome of the samples. The total DNA of the samples was extracted, and ribosomal DNA regions (16S for bacteria, ITS2 for fungi) were amplified, followed by next-generation sequencing and machine learning. We found that alpha-diversity of bacteriome was increased (P < 0.002), whereas alpha-diversity of mycobiome was decreased (P < 0.001) in mothers with a diabetic child compared to the control mothers. Beta-diversity analysis suggested differences in mycobiomes between the mother groups (P = 0.001). Random forest models were able to effectively predict diabetes and control status of unknown samples (bacteria: 0.86 AUC, fungi: 0.96 AUC). Our data indicate several fungal genera and bacterial metabolic pathways of mother vaginal microbiome to be associated with child T1D. We suggest that early onset of T1D in a child has a relationship with altered mother vaginal microbiome and that both bacteriome and mycobiome contribute to this shift. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00430-022-00741-w. |
format | Online Article Text |
id | pubmed-9304052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-93040522022-07-23 Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome Ruotsalainen, A. L. Tejesvi, M. V. Vänni, P. Suokas, M. Tossavainen, P. Pirttilä, A. M. Talvensaari-Mattila, A. Nissi, R. Med Microbiol Immunol Original Investigation Mother vaginal microbes contribute to microbiome of vaginally delivered neonates. Child microbiome can be associated with autoimmune diseases, such as type 1 diabetes (T1D). We collected vaginal DNA samples from 25 mothers with a vaginally delivered child diagnosed with T1D and samples from 24 control mothers who had vaginally delivered a healthy child and analyzed bacteriome and mycobiome of the samples. The total DNA of the samples was extracted, and ribosomal DNA regions (16S for bacteria, ITS2 for fungi) were amplified, followed by next-generation sequencing and machine learning. We found that alpha-diversity of bacteriome was increased (P < 0.002), whereas alpha-diversity of mycobiome was decreased (P < 0.001) in mothers with a diabetic child compared to the control mothers. Beta-diversity analysis suggested differences in mycobiomes between the mother groups (P = 0.001). Random forest models were able to effectively predict diabetes and control status of unknown samples (bacteria: 0.86 AUC, fungi: 0.96 AUC). Our data indicate several fungal genera and bacterial metabolic pathways of mother vaginal microbiome to be associated with child T1D. We suggest that early onset of T1D in a child has a relationship with altered mother vaginal microbiome and that both bacteriome and mycobiome contribute to this shift. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00430-022-00741-w. Springer Berlin Heidelberg 2022-06-14 2022 /pmc/articles/PMC9304052/ /pubmed/35701558 http://dx.doi.org/10.1007/s00430-022-00741-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Investigation Ruotsalainen, A. L. Tejesvi, M. V. Vänni, P. Suokas, M. Tossavainen, P. Pirttilä, A. M. Talvensaari-Mattila, A. Nissi, R. Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title | Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title_full | Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title_fullStr | Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title_full_unstemmed | Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title_short | Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
title_sort | child type 1 diabetes associated with mother vaginal bacteriome and mycobiome |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304052/ https://www.ncbi.nlm.nih.gov/pubmed/35701558 http://dx.doi.org/10.1007/s00430-022-00741-w |
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