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Abstract
Endometriosis is a common benign gynecological disease, characterized by growth and proliferation of endometrial glands and stroma outside the uterus. With studies showing metabolic changes in various biofluids of endometriosis women, we have set upon to investigate whether endometrial tissue show differences in their metabolic profiles. 1H NMR analysis was performed on eutopic endometrial tissue of women with endometriosis and controls. Analysis was performed on spectral data and on relative concentrations of metabolites obtained from spectra using multivariate and univariate data analysis. Analysis shows that various energy, ketogenic and glucogenic metabolites have significant altered concentrations in various stages of endometriosis. In addition, altered tissue metabolites in minimal and mild stages of endometriosis were explored in serum of these patients to assess their role in disease diagnosis. For Stage I diagnosis alanine was found to have 90% sensitivity (true positives) and 58% specificity (true negatives). For Stage II diagnosis alanine, leucine, lysine, proline and phenylalanine showed significant altered levels in serum. While sensitivity of these serum metabolites varied between 69.2–100% the specificity values ranged between 58.3–91.7%. Further, a regression model generated with this panel of serum markers showed an improved sensitivity and specificity of 100% and 83%, respectively for Stage II diagnosis.
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1 School of Medical Science and Technology, Indian Institute of Technology, Kharagpur, India (GRID:grid.429017.9) (ISNI:0000 0001 0153 2859); Birla Institute of Technology and Science, Pilani (Dubai Campus), Department of Biotechnology, Dubai, United Arab Emirates (GRID:grid.466500.1) (ISNI:0000 0004 1764 0717)
2 School of Medical Science and Technology, Indian Institute of Technology, Kharagpur, India (GRID:grid.429017.9) (ISNI:0000 0001 0153 2859)
3 National Facility for High-field NMR, Tata Institute of Fundamental Research, Mumbai, India (GRID:grid.22401.35) (ISNI:0000 0004 0502 9283)
4 School of Medical Science and Technology, Indian Institute of Technology, Kharagpur, India (GRID:grid.429017.9) (ISNI:0000 0001 0153 2859); Department of Electronics & Communication Engineering, DSPM-IIIT, Naya Raipur, India (GRID:grid.429017.9)
5 School of Biotechnology, Jawaharlal Nehru University, New Delhi, Delhi, India (GRID:grid.10706.30) (ISNI:0000 0004 0498 924X)
6 Department of Chemical and Bio-Technology, National Institute of Technology, Arunachal Pradesh, India (GRID:grid.10706.30)
7 Department of N.M.R., All India Institute of Medical Sciences, New Delhi, India (GRID:grid.413618.9) (ISNI:0000 0004 1767 6103)
8 Department of Chemistry, Indian Institute of Technology, Kharagpur, India (GRID:grid.429017.9) (ISNI:0000 0001 0153 2859)
9 Institute of Post Graduate Medical Education & Research, Obstetrics & Gynecology, Kolkata, India (GRID:grid.414764.4) (ISNI:0000 0004 0507 4308)
10 Institute of Reproductive Medicine, Sector-III, Kolkata, India (GRID:grid.496631.f) (ISNI:0000 0004 1768 2626)