ArticleFertility and sterility2022
Characterizing the follicular fluid metabolome: quantifying the correlation across follicles and differences with the serum metabolome.
Article in Fertility and sterility, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 23 citations in OpenAlex.
- Integrative Transcriptomic and Metabolomic Analysis Reveal Mechanisms Underlying Differential Fecundity in Yangtze River Delta White Goat.Animals : an open access journal from MDPI · 2026Article
- Multi-omics biomarkers in female fertility: from oocyte quality to endometrial receptivity and clinical translation.Biomarker research · 2026Review
- Bisphenol A Alternatives in Follicular Fluid: Novel Risk Factors for Ovarian Reserve Dysfunction.ACS omega · 2026Article
- Exposure to per- and poly-fluoroalkyl substances and associations with embryo quality and adverse pregnancy outcomes: a prospective cohort study.Frontiers in public health · 2026Article
- Clinical significance of microRNA-30d-5p and TGF-β/Smad2 pathway expression levels in polycystic ovary syndrome patients.American journal of translational research · 2026Article
- Follicular Fluid Amino Acid Alterations in Endometriosis: Evidence for Oxidative Stress and Metabolic Dysregulation.Biomedicines · 2025Article
- Integrated chemical exposome-metabolome profiling of follicular fluid and associations with fertility outcomes during assisted reproduction.Environment international · 2025Article
- Metabolic Mechanisms Underlying the Association Between the Profertility Diet and In Vitro Fertilization End Points.The Journal of nutrition · 2025Article
- Metabolic state and female fertility in ART cycles: a summary of current advances.Frontiers in cell and developmental biology · 2025Review
- Serum Metabolites as Diagnostic Biomarkers in Patients with Endometriosis.Reproductive sciences (Thousand Oaks, Calif.) · 2024Article
- CART (Cocaine- and Amphetamine-Regulated Transcript): A New Identified Intrafollicular Mediator in Ovulation Induction Protocols.Biomedicines · 2024Article
- Redox Balance and Inflammatory Response in Follicular Fluids of Women Recovered by SARS-CoV-2 Infection or Anti-COVID-19 Vaccinated: A Combined Metabolomics and Biochemical Study.International journal of molecular sciences · 2024Article
- Intra-ovarian inflammatory states and their associations with embryo quality in normal-BMI PCOS patients undergoing IVF treatment.Reproductive biology and endocrinology : RB&E · 2024Article
- Serum and follicular fluid metabolome and markers of ovarian stimulation.Human reproduction (Oxford, England) · 2023Article
- Amino Acid Profiling of Follicular Fluid in Assisted Reproduction Reveals Important Roles of Several Amino Acids in Patients with Insulin Resistance.International journal of molecular sciences · 2023Article
- Elevated follicular cortisone level is a negative predictor of clinical pregnancy in women undergoing fresh embryo transfer.Heliyon · 2023Article
- Bilirubin Concentration in Follicular Fluid Is Increased in Infertile Females, Correlates with Decreased Antioxidant Levels and Increased Nitric Oxide Metabolites, and Negatively Affects Outcome Measures of In Vitro Fertilization.International journal of molecular sciences · 2023Article
- Using follicular fluid metabolomics to investigate the association between air pollution and oocyte quality.Environment international · 2022Article
- Recent progress in metabolomics for analyzing common infertility conditions that affect ovarian function.Reproductive medicine and biologyReview
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveTo compare the variability in metabolomes between the serum and follicular fluid, as well as across 3 dominant follicles.
designProspective cohort study.
settingAn academic fertility clinic in the northeastern United States, 2005-2015. PATIENTS: One hundred thirty-five women undergoing in vitro fertilization treatment who provided a serum sample during ovarian stimulation and up to 3 follicular fluid samples during oocyte retrieval. INTERVENTION(S): None. MAIN OUTCOME MEASURE(S): Samples were analyzed using liquid chromatography with high-resolution mass spectrometry and 2 chromatography columns (C18 hydrophobic negative and hydrophilic interaction chromatography [HILIC] positive). We calculated overall, feature-specific, and subject-specific correlation coefficients to describe how strongly the intensity of overlapping metabolic features were associated between the serum and follicular fluid and between the 1st-2nd, 1st-3rd, and 2nd-3rd follicles. Feature-specific correlations were adjusted for age, body mass index, infertility diagnosis, ovarian stimulation protocol, and year. RESULT(S): From the C18-negative column and the high-resolution mass spectrometry, 7,830 serum features and 10,790 follicular fluid features were detected in ≥20% of samples. After screening retention times and checking for 1:1 matching, 1,928 features overlapped between the 2 metabolomes. From the HILIC-positive column and the high-resolution mass spectrometry, after applying the same exclusion criteria, there were 9,074 serum features, 5,542 follicular fluid features, and 1,149 features that overlapped. When comparing the feature intensity of overlapping metabolites in the serum and the follicular fluid, the overall (C18, 0.45; HILIC, 0.63), median feature-specific (C18, 0.35; HILIC, 0.37), and median subject-specific (C18, 0.42; HILIC, 0.59) correlations were low to moderate. In contrast, among the overlapping features across all 3 follicles, the overall (C18, all 0.99; HILIC, all 0.99), median feature-specific (C18, 0.74-0.81; HILIC, 0.79-0.85), and median subject-specific (C18, 0.88-0.89; HILIC, 0.90-0.91) correlations between follicular fluid metabolomics features within a woman were high. CONCLUSION(S): We observed minimal overlap and weak-to-moderate correlation between metabolomic features in the serum and follicular fluid but a large overlap and strong correlation between metabolomic features across follicles within a woman. The follicular fluid appears to represent a novel matrix, distinct from serum, which may be a rich source of biologic predictors of female fertility and reproductive outcomes.
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