Characterisation and comparison of semen microbiota and bacterial load in men with infertility, recurrent miscarriage, or proven fertility

  1. Shahriar Mowla
  2. Linda Farahani
  3. Tharu Tharakan
  4. Rhianna Davies
  5. Goncalo DS Correia
  6. Yun S Lee
  7. Samit Kundu
  8. Shirin Khanjani
  9. Emad Sindi
  10. Raj Rai
  11. Lesley Regan
  12. Dalia Khalifa
  13. Ralf Henkel
  14. Suks Minhas
  15. Waljit S Dhillo
  16. Jara Ben Nagi
  17. Phillip Bennett
  18. David A MacIntyre  Is a corresponding author
  19. Channa N Jayasena  Is a corresponding author
  1. Institute of Reproductive and Developmental Biology, Imperial College London, United Kingdom
  2. Wolfson Fertility Unit, Department of Gynaecology, St. Mary’s Hospital, Imperial College NHS Trust, United Kingdom
  3. Section of Endocrinology & Investigative Medicine, Imperial College London, United Kingdom
  4. Department of Urology, Charing Cross Hospital, Imperial College NHS Trus, United Kingdom
  5. March of Dimes European Prematurity Research Centre, Imperial College London, United Kingdom
  6. Department of Gynaecology, University College London Hospital, United Kingdom
  7. Tommy's National Centre for Miscarriage Research, Imperial College London, United Kingdom
  8. Department of Andrology, Hammersmith Hospital, Imperial College NHS Trust, United Kingdom
  9. LogixX Pharma, Theale, United Kingdom
  10. Department of Medical Bioscience, University of the Western Cape, South Africa
  11. Centre for Reproductive and Genetic Health (CRGH), United Kingdom

Peer review process

Version of Record: This is the final version of the article.

Read more about eLife's peer review process.

Editors

Senior and Reviewing Editor
  1. Wei Yan
  2. Washington State University, United States

Reviewer #1 (Public review):

Summary:

The authors analyzed the bacterial colonization of human sperm using 16S rRNA profiling. Patterns of microbiota colonization were subsequently correlated with clinical data, such as spermiogram analysis, presence of reactive oxygen species (ROS), and DNA fragmentation. The authors identified three main clusters dominated by Streptococcus, Prevotella, and Lactobacillus & Gardnerella, respectively, which aligns with previous observations. Specific associations were observed for certain bacterial genera, such as Flavobacterium and semen quality. Overall, it is a well-conducted study that further supports the importance of the seminal microbiota.

Strengths:

- The authors performed the analysis on 223 samples, which is the largest dataset in semen microbiota analysis so far

- Inclusion of negative controls to control contaminations.

- Inclusion of a positive control group consisting of men with proven fertility.

[Editors' note: the authors addressed the concerns raised in the previous round of review.]

https://doi.org/10.7554/eLife.96090.4.sa1

Author response

The following is the authors’ response to the previous reviews.

Discussion: Could the authors discuss more the findings about Flavobacterium? Has it ever been associated with the urogenital tract?

Page 13-14, line 252-268:

The genus Flavobacterium was defined in 1923 to encompass gram-negative, non-spore-forming rods, of yellow pigment (44). The inclusiveness of this definition resulted in a collective of heterogenous species. By 1984 the genus had been restricted to those that were also non-motile and non-gliding (44). More recently, with an increase in genomic profiling, many species previously considered to be of genus Flavobacterium have been reclassified to genus Chryseobacterium, Cytophaga, and Weeksella (45). Increasing numbers of Flavobacterium species are being discovered such as gondwanense, Collinsii, branchiarum, branchiicola, salegens and scophthalmum (46) (47) (48). The allocation of Flavobacterium aquatile to this genus remains controversial due to its motility (49). Flavobacterium species are widely distributed in the environment including soil, fresh water and saltwater habitats (50) (51). There are many reports of pathogenic infections of Flavobacterium species in fish, however human infections are rare (48). A handful of case reports have described opportunistic infections to include pneumonia, urinary tract infection, peritonitis and meningitis (52) (53) (54) (55). Flavobacterium lindanitolerans and Flavobacterium ceti have been isolated as causative agents in some (56) (54). Case reports also describe Flavobacterium odoratum as a causative agent in urinary tract infection, most often in the immunocompromised or those with indwelling devices (57) (58) (59). However, this was one of many species previously of genus Flavobacterium reclassified, in this case to genus Myroides (60). Notably in our sample participants were asymptomatic of urinary tract infection’.

What is the relative abundance of Flavobacterium in the present study: this type of bacterium has been previously associated with contaminations (PMID: 25387460, 30497919).

Page 13, line 244-247:

‘The Flavobacterium genus taxon we identified as significantly associated with abnormal semen quality and sperm morphology was present in 36.28% of the samples, with a mean relative abundance of 1.15% in those samples. This information and the mention of previous findings of Flavibacterium in contamination studies have been added to the discussion’.

Figure 1: Increase the size of panel A.

Amended.

Figure 3: Can the authors indicate the relative abundance of each genus/species by the size of the node?

Co-occurrence network figure has been modified to display relative abundance of nodes.

Supplementary data: I don't see anywhere the decontam plots.

Decontam plots as suggested in the package vignette have been added in the GitHub repository. For practical purposes, the plot corresponding to the frequency testing only display a random subset (n=15) of the total taxa (n=82) flagged by this test as contaminants. The. .csv files with the outputs of each filter are available in the same directory

Line 12: Check the sentence

Line 15: Genera in italics

Line 33: Change "overall quality of the spermatozoa" to "overall semen quality"

Lines 18-20: Rephrase

Line 87: 28F-Borrelia

Line 134: "Seminal microbiota" or "Composition of the seminal microbiota"

Line 159: "These included ... genera"

Line 166: "Of note, Flavobacterium genus was..."

Lines 187-188: Check sentence

Thank you, these have been amended

https://doi.org/10.7554/eLife.96090.4.sa2

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Shahriar Mowla
  2. Linda Farahani
  3. Tharu Tharakan
  4. Rhianna Davies
  5. Goncalo DS Correia
  6. Yun S Lee
  7. Samit Kundu
  8. Shirin Khanjani
  9. Emad Sindi
  10. Raj Rai
  11. Lesley Regan
  12. Dalia Khalifa
  13. Ralf Henkel
  14. Suks Minhas
  15. Waljit S Dhillo
  16. Jara Ben Nagi
  17. Phillip Bennett
  18. David A MacIntyre
  19. Channa N Jayasena
(2025)
Characterisation and comparison of semen microbiota and bacterial load in men with infertility, recurrent miscarriage, or proven fertility
eLife 13:RP96090.
https://doi.org/10.7554/eLife.96090.4

Share this article

https://doi.org/10.7554/eLife.96090