Cargando…
Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery
BACKGROUND: Intrauterine infection and inflammation caused by microbial transfer from the vagina are believed to be important factors causing spontaneous preterm delivery (PTD). Multiple studies have examined the relationship between the cervicovaginal microbiome and spontaneous PTD with divergent r...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473488/ https://www.ncbi.nlm.nih.gov/pubmed/36103557 http://dx.doi.org/10.1002/ctm2.1023 |
_version_ | 1784789513433776128 |
---|---|
author | Wikström, Tove Abrahamsson, Sanna Bengtsson‐Palme, Johan Ek, Joakim Kuusela, Pihla Rekabdar, Elham Lindgren, Peter Wennerholm, Ulla‐Britt Jacobsson, Bo Valentin, Lil Hagberg, Henrik |
author_facet | Wikström, Tove Abrahamsson, Sanna Bengtsson‐Palme, Johan Ek, Joakim Kuusela, Pihla Rekabdar, Elham Lindgren, Peter Wennerholm, Ulla‐Britt Jacobsson, Bo Valentin, Lil Hagberg, Henrik |
author_sort | Wikström, Tove |
collection | PubMed |
description | BACKGROUND: Intrauterine infection and inflammation caused by microbial transfer from the vagina are believed to be important factors causing spontaneous preterm delivery (PTD). Multiple studies have examined the relationship between the cervicovaginal microbiome and spontaneous PTD with divergent results. Most studies have applied a DNA‐based assessment, providing information on the microbial composition but not transcriptional activity. A transcriptomic approach was applied to investigate differences in the active vaginal microbiome and human transcriptome at midgestation between women delivering spontaneously preterm versus those delivering at term. METHODS: Vaginal swabs were collected in women with a singleton pregnancy at 18 + 0 to 20 + 6 gestational weeks. For each case of spontaneous PTD (delivery <37 + 0 weeks) two term controls were randomized (39 + 0 to 40 + 6 weeks). Vaginal specimens were subject to sequencing of both human and microbial RNA. Microbial reads were taxonomically classified using Kraken2 and RefSeq as a reference. Statistical analyses were performed using DESeq2. GSEA and HUMAnN3 were used for pathway analyses. RESULTS: We found 17 human genes to be differentially expressed (false discovery rate, FDR < 0.05) in the preterm group (n = 48) compared to the term group (n = 96). Gene expression of kallikrein‐2 (KLK2), KLK3 and four isoforms of metallothioneins 1 (MT1s) was higher in the preterm group (FDR < 0.05). We found 11 individual bacterial species to be differentially expressed (FDR < 0.05), most with a low occurrence. No statistically significant differences in bacterial load, diversity or microbial community state types were found between the groups. CONCLUSIONS: In our mainly white population, primarily bacterial species of low occurrence were differentially expressed at midgestation in women who delivered preterm versus at term. However, the expression of specific human transcripts including KLK2, KLK3 and several isoforms of MT1s was higher in preterm cases. This is of interest, because these genes may be involved in critical inflammatory pathways associated with spontaneous PTD. |
format | Online Article Text |
id | pubmed-9473488 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94734882022-09-28 Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery Wikström, Tove Abrahamsson, Sanna Bengtsson‐Palme, Johan Ek, Joakim Kuusela, Pihla Rekabdar, Elham Lindgren, Peter Wennerholm, Ulla‐Britt Jacobsson, Bo Valentin, Lil Hagberg, Henrik Clin Transl Med Research Articles BACKGROUND: Intrauterine infection and inflammation caused by microbial transfer from the vagina are believed to be important factors causing spontaneous preterm delivery (PTD). Multiple studies have examined the relationship between the cervicovaginal microbiome and spontaneous PTD with divergent results. Most studies have applied a DNA‐based assessment, providing information on the microbial composition but not transcriptional activity. A transcriptomic approach was applied to investigate differences in the active vaginal microbiome and human transcriptome at midgestation between women delivering spontaneously preterm versus those delivering at term. METHODS: Vaginal swabs were collected in women with a singleton pregnancy at 18 + 0 to 20 + 6 gestational weeks. For each case of spontaneous PTD (delivery <37 + 0 weeks) two term controls were randomized (39 + 0 to 40 + 6 weeks). Vaginal specimens were subject to sequencing of both human and microbial RNA. Microbial reads were taxonomically classified using Kraken2 and RefSeq as a reference. Statistical analyses were performed using DESeq2. GSEA and HUMAnN3 were used for pathway analyses. RESULTS: We found 17 human genes to be differentially expressed (false discovery rate, FDR < 0.05) in the preterm group (n = 48) compared to the term group (n = 96). Gene expression of kallikrein‐2 (KLK2), KLK3 and four isoforms of metallothioneins 1 (MT1s) was higher in the preterm group (FDR < 0.05). We found 11 individual bacterial species to be differentially expressed (FDR < 0.05), most with a low occurrence. No statistically significant differences in bacterial load, diversity or microbial community state types were found between the groups. CONCLUSIONS: In our mainly white population, primarily bacterial species of low occurrence were differentially expressed at midgestation in women who delivered preterm versus at term. However, the expression of specific human transcripts including KLK2, KLK3 and several isoforms of MT1s was higher in preterm cases. This is of interest, because these genes may be involved in critical inflammatory pathways associated with spontaneous PTD. John Wiley and Sons Inc. 2022-09-14 /pmc/articles/PMC9473488/ /pubmed/36103557 http://dx.doi.org/10.1002/ctm2.1023 Text en © 2022 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Wikström, Tove Abrahamsson, Sanna Bengtsson‐Palme, Johan Ek, Joakim Kuusela, Pihla Rekabdar, Elham Lindgren, Peter Wennerholm, Ulla‐Britt Jacobsson, Bo Valentin, Lil Hagberg, Henrik Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title | Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title_full | Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title_fullStr | Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title_full_unstemmed | Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title_short | Microbial and human transcriptome in vaginal fluid at midgestation: Association with spontaneous preterm delivery |
title_sort | microbial and human transcriptome in vaginal fluid at midgestation: association with spontaneous preterm delivery |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473488/ https://www.ncbi.nlm.nih.gov/pubmed/36103557 http://dx.doi.org/10.1002/ctm2.1023 |
work_keys_str_mv | AT wikstromtove microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT abrahamssonsanna microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT bengtssonpalmejohan microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT ekjoakim microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT kuuselapihla microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT rekabdarelham microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT lindgrenpeter microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT wennerholmullabritt microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT jacobssonbo microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT valentinlil microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery AT hagberghenrik microbialandhumantranscriptomeinvaginalfluidatmidgestationassociationwithspontaneouspretermdelivery |