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Molecular Signatures of High-Grade Cervical Lesions
Cervical cancer is the fourth most common neoplasia in women and the infection with human papilloma virus (HPV) is its necessary cause. Screening methods, currently based on cytology and HPV DNA tests, display low specificity/sensitivity, reducing the efficacy of cervical cancer screening programs....
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907284/ https://www.ncbi.nlm.nih.gov/pubmed/29707519 http://dx.doi.org/10.3389/fonc.2018.00099 |
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author | Porcari, Andreia M. Negrão, Fernanda Tripodi, Guilherme Lucas Pitta, Denise Rocha Campos, Elisabete Aparecida Montis, Douglas Munhoz Martins, Aline M. A. Eberlin, Marcos N. Derchain, Sophie F. M. |
author_facet | Porcari, Andreia M. Negrão, Fernanda Tripodi, Guilherme Lucas Pitta, Denise Rocha Campos, Elisabete Aparecida Montis, Douglas Munhoz Martins, Aline M. A. Eberlin, Marcos N. Derchain, Sophie F. M. |
author_sort | Porcari, Andreia M. |
collection | PubMed |
description | Cervical cancer is the fourth most common neoplasia in women and the infection with human papilloma virus (HPV) is its necessary cause. Screening methods, currently based on cytology and HPV DNA tests, display low specificity/sensitivity, reducing the efficacy of cervical cancer screening programs. Herein, molecular signatures of cervical cytologic specimens revealed by liquid chromatography-mass spectrometry (LC-MS), were tested in their ability to provide a metabolomic screening for cervical cancer. These molecules were tested whether they could clinically differentiate insignificant HPV infections from precancerous lesions. For that, high-grade squamous intraepithelial lesions (HSIL)-related metabolites were compared to those of no cervical lesions in women with and without HPV infection. Samples were collected from women diagnosed with normal cervix (N = 40) and from those detected with HSIL from cytology and colposcopy (N = 40). Liquid-based cytology diagnosis, DNA HPV-detection test, and LC-MS analysis were carried out for all the samples. The same sample, in a customized collection medium, could be used for all the diagnostic techniques employed here. The metabolomic profile of cervical cancer provided by LC-MS was found to indicate unique molecular signatures for HSIL, being two ceramides and a sphingosine metabolite. These molecules occurred independently of women’s HPV status and could be related to the pre-neoplastic phenotype. Statistical models based on such findings could correctly discriminate and classify HSIL and no cervical lesion women. The results showcase the potential of LC-MS as an emerging technology for clinical use in cervical cancer screening, although further validation with a larger sample set is still necessary. |
format | Online Article Text |
id | pubmed-5907284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-59072842018-04-27 Molecular Signatures of High-Grade Cervical Lesions Porcari, Andreia M. Negrão, Fernanda Tripodi, Guilherme Lucas Pitta, Denise Rocha Campos, Elisabete Aparecida Montis, Douglas Munhoz Martins, Aline M. A. Eberlin, Marcos N. Derchain, Sophie F. M. Front Oncol Oncology Cervical cancer is the fourth most common neoplasia in women and the infection with human papilloma virus (HPV) is its necessary cause. Screening methods, currently based on cytology and HPV DNA tests, display low specificity/sensitivity, reducing the efficacy of cervical cancer screening programs. Herein, molecular signatures of cervical cytologic specimens revealed by liquid chromatography-mass spectrometry (LC-MS), were tested in their ability to provide a metabolomic screening for cervical cancer. These molecules were tested whether they could clinically differentiate insignificant HPV infections from precancerous lesions. For that, high-grade squamous intraepithelial lesions (HSIL)-related metabolites were compared to those of no cervical lesions in women with and without HPV infection. Samples were collected from women diagnosed with normal cervix (N = 40) and from those detected with HSIL from cytology and colposcopy (N = 40). Liquid-based cytology diagnosis, DNA HPV-detection test, and LC-MS analysis were carried out for all the samples. The same sample, in a customized collection medium, could be used for all the diagnostic techniques employed here. The metabolomic profile of cervical cancer provided by LC-MS was found to indicate unique molecular signatures for HSIL, being two ceramides and a sphingosine metabolite. These molecules occurred independently of women’s HPV status and could be related to the pre-neoplastic phenotype. Statistical models based on such findings could correctly discriminate and classify HSIL and no cervical lesion women. The results showcase the potential of LC-MS as an emerging technology for clinical use in cervical cancer screening, although further validation with a larger sample set is still necessary. Frontiers Media S.A. 2018-04-12 /pmc/articles/PMC5907284/ /pubmed/29707519 http://dx.doi.org/10.3389/fonc.2018.00099 Text en Copyright © 2018 Porcari, Negrão, Tripodi, Pitta, Campos, Montis, Martins, Eberlin and Derchain. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Porcari, Andreia M. Negrão, Fernanda Tripodi, Guilherme Lucas Pitta, Denise Rocha Campos, Elisabete Aparecida Montis, Douglas Munhoz Martins, Aline M. A. Eberlin, Marcos N. Derchain, Sophie F. M. Molecular Signatures of High-Grade Cervical Lesions |
title | Molecular Signatures of High-Grade Cervical Lesions |
title_full | Molecular Signatures of High-Grade Cervical Lesions |
title_fullStr | Molecular Signatures of High-Grade Cervical Lesions |
title_full_unstemmed | Molecular Signatures of High-Grade Cervical Lesions |
title_short | Molecular Signatures of High-Grade Cervical Lesions |
title_sort | molecular signatures of high-grade cervical lesions |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907284/ https://www.ncbi.nlm.nih.gov/pubmed/29707519 http://dx.doi.org/10.3389/fonc.2018.00099 |
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