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Discovery of novel serum metabolic biomarkers in patients with polycystic ovarian syndrome and premature ovarian failure
- Source :
- Bioengineered, article-version (VoR) Version of Record, Bioengineered, Vol 12, Iss 1, Pp 8778-8792 (2021)
- Publication Year :
- 2021
- Publisher :
- Taylor & Francis, 2021.
-
Abstract
- Several widely recognized metabolites play a role in regulating the pathophysiological processes of various disorders. Nonetheless, the lack of effective biomarkers for the early diagnosis of polycystic ovarian syndrome (PCOS) and premature ovarian failure (POF) has led to the discovery of serum-based metabolic biomarkers for these disorders. We aimed to identify various differentially expressed metabolites (DEMs) through serum-based metabolic profiling in patients with PCOS and POF and in healthy individuals by using liquid chromatography–mass spectrometry analysis. Furthermore, heatmap clustering, correlation, and Z-score analyses were performed to identify the top DEMs. Kyoto Encyclopedia of Genes and Genomes enriched pathways of DEMs were determined using metabolite-based databases. Moreover, the clinical significance of these DEMs was evaluated on the basis of area under the receiver operating characteristic curve. Significantly dysregulated expressions of several metabolites were observed in the intergroup comparisons of the PCOS, POF, and healthy control groups. Furthermore, 6 DEMs were most frequently observed among the three groups. The expressions of these DEMs were not only directly correlated but also exhibited potential significance in patients with PCOS and POF. Novel metabolites with up/downregulated expressions can be discovered in patients with PCOS and POF using serum-based metabolomics; these metabolites show good diagnostic performance and can act as effective biomarkers for the early detection of PCOS and POF. Furthermore, these metabolites might be involved in the pathophysiological mechanisms of PCOS and POF via interplay with corresponding genes.
- Subjects :
- Adult
endocrine system diseases
Metabolite
Early detection
Bioengineering
premature ovarian failure
Primary Ovarian Insufficiency
Bioinformatics
Applied Microbiology and Biotechnology
chemistry.chemical_compound
Metabolomics
Medicine
Humans
Clinical significance
In patient
KEGG
polycystic ovarian syndrome
Retrospective Studies
Metabolic biomarkers
business.industry
General Medicine
medicine.disease
female genital diseases and pregnancy complications
Premature ovarian failure
chemistry
ROC Curve
Case-Control Studies
Metabolome
Female
metabolic biomarkers
business
TP248.13-248.65
Biomarkers
Biotechnology
Research Article
Research Paper
Polycystic Ovary Syndrome
Subjects
Details
- Language :
- English
- ISSN :
- 21655987 and 21655979
- Volume :
- 12
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Bioengineered
- Accession number :
- edsair.doi.dedup.....9edf61b5a64d2b7c99715eb67ce5ea1a