Integrated follicular fluid multi-omics identifies steroidogenic dysregulation and a candidate SHBG-associated rescue framework in poor ovarian response.
OA: gold
CC-BY-4.0
Abstract
IntroductionPoor ovarian response (POR) remains a major obstacle in assisted reproductive technology, yet the follicular microenvironmental determinants of impaired ovarian sensitivity are poorly understood. This study aimed to characterize the multi_omics landscape of the follicular fluid in POR and to explore potential therapeutic candidates and underlying mechanisms.MethodsWe performed 16S rRNA sequencing and untargeted metabolomics on follicular fluid samples from 26 women with POR and 25 normoresponsive controls. Integrated cross_omics analysis, exploratory modelling, and age_adjusted sensitivity assessments were conducted. Candidate metabolites identified by MS/MS annotation were tested in a Tripterygium glycoside_induced ovarian injury mouse model, with subsequent ovarian RNA sequencing, molecular docking, molecular dynamics simulation, qPCR, and SHBG immunohistochemistry to interrogate downstream pathways.ResultsPOR was associated with reduced microbial diversity, 55 differential metabolic features, and convergence of 16S_based and metabolomic signals on ABC transporter_related pathways. Age_adjusted analyses indicated that the metabolomic component was more robust than the 16S community_level findings, which are interpreted as exploratory. Two downregulated metabolites --Harmalol and Beraprost --were prioritized for in vivo intervention. Both candidates partially restored follicle counts, reduced ovarian apoptosis, and improved LH/FSH profiles. Mechanistic investigations nominated an SHBG_associated steroidogenic program as a candidate downstream effector.DiscussionThese findings support a working model wherein follicular microenvironment remodelling in POR converges on steroidogenic dysregulation, providing testable rescue hypotheses. The results highlight the relative robustness of metabolomic signatures over microbiome shifts in this context, though further functional validation is required to confirm causality and therapeutic potential.
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SciLite annotations
organisms 44
transgenic mice
noordeloos 2009062
tripterygium
human
transgenic mice
acinetobacter
serpens
ralstonia
pseudomonas rna homology group ii
methylobacterium
sphingomonas
unknown eubacterium
human
rodents
mus sp.
mus sp.
mus sp.
mus sp.
mus sp.
rodents
rodents
rodents
noordeloos 2009062
purple bacteria, gamma subdivision
paralactobacillus
purple bacteria, gamma subdivision
purple bacteria, alpha subdivision
brevundimonas
caulobacter
purple photosynthetic bacteria and relatives
strain mannheim 3865/60
strain stanier 14
vkm b-972
unknown eubacterium
tripterygium
multicellular animals
purple bacteria, gamma subdivision
human
human
human
human
transgenic mice
unknown eubacterium
transgenic mice
chemicals 70
harmalol
beraprost
glucose
amino acid
lipid
harmalol
beraprost
methanol
methanol
beraprost
harmalol
beraprost
sodium
glycoside
isoflurane
oxygen
haematoxylin
haematoxylin
formaldehyde
ethanol
water
sodium
chloride
salt
hydrogen
haematoxylin
estradiol
glycerophospholipid
lipid
glycerophospholipid
lipid
amino acid
fatty acid
lipid
lipid
steroid
metabolite
harmalol
beraprost
harmalol
beraprost
beraprost
harmalol
beraprost
harmalol
glycoside
estradiol
estradiol
harmalol
beraprost
steroid
terpenoid
steroid
steroid
beraprost sodium
harmalol
lipid
sterol
sterol
steroid
+10 more
Source provenance
- europepmc
- last seen: 2026-09-20T09:27:46.357103+00:00
- scilite
- last seen: 2026-09-20T10:02:19.494152+00:00
License: CC-BY-4.0
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Per Europe PMC
Per Europe PMC