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Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis

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 d...

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Autores principales: Dutta, Mainak, Singh, Brajesh, Joshi, Mamata, Das, Debanjan, Subramani, Elavarasan, Maan, Meenu, Jana, Saikat Kumar, Sharma, Uma, Das, Soumen, Dasgupta, Swagata, Ray, Chaitali Datta, Chakravarty, Baidyanath, Chaudhury, Koel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915433/
https://www.ncbi.nlm.nih.gov/pubmed/29691425
http://dx.doi.org/10.1038/s41598-018-23954-7
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author Dutta, Mainak
Singh, Brajesh
Joshi, Mamata
Das, Debanjan
Subramani, Elavarasan
Maan, Meenu
Jana, Saikat Kumar
Sharma, Uma
Das, Soumen
Dasgupta, Swagata
Ray, Chaitali Datta
Chakravarty, Baidyanath
Chaudhury, Koel
author_facet Dutta, Mainak
Singh, Brajesh
Joshi, Mamata
Das, Debanjan
Subramani, Elavarasan
Maan, Meenu
Jana, Saikat Kumar
Sharma, Uma
Das, Soumen
Dasgupta, Swagata
Ray, Chaitali Datta
Chakravarty, Baidyanath
Chaudhury, Koel
author_sort Dutta, Mainak
collection PubMed
description 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. (1)H 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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spelling pubmed-59154332018-04-30 Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis Dutta, Mainak Singh, Brajesh Joshi, Mamata Das, Debanjan Subramani, Elavarasan Maan, Meenu Jana, Saikat Kumar Sharma, Uma Das, Soumen Dasgupta, Swagata Ray, Chaitali Datta Chakravarty, Baidyanath Chaudhury, Koel Sci Rep Article 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. (1)H 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. Nature Publishing Group UK 2018-04-24 /pmc/articles/PMC5915433/ /pubmed/29691425 http://dx.doi.org/10.1038/s41598-018-23954-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Dutta, Mainak
Singh, Brajesh
Joshi, Mamata
Das, Debanjan
Subramani, Elavarasan
Maan, Meenu
Jana, Saikat Kumar
Sharma, Uma
Das, Soumen
Dasgupta, Swagata
Ray, Chaitali Datta
Chakravarty, Baidyanath
Chaudhury, Koel
Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title_full Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title_fullStr Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title_full_unstemmed Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title_short Metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
title_sort metabolomics reveals perturbations in endometrium and serum of minimal and mild endometriosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915433/
https://www.ncbi.nlm.nih.gov/pubmed/29691425
http://dx.doi.org/10.1038/s41598-018-23954-7
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