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PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention

BACKGROUND: Approximately 70% of cervical carcinoma cases show the presence of high-risk Human Papilloma Virus (HPV), especially HPV-16 and HPV-18, and can be used to stratify high risk patients from low risk and healthy. Currently, molecular biology techniques such as polymerase chain reaction (PCR...

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Autores principales: Alves Melo, Igor Martins, Pereira Viana, Magda Rogéria, Pupin, Breno, Bhattacharjee, Tanmoy Tapobrata, de Azevedo Canevari, Renata
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080465/
https://www.ncbi.nlm.nih.gov/pubmed/33948500
http://dx.doi.org/10.1016/j.bbrep.2021.100993
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author Alves Melo, Igor Martins
Pereira Viana, Magda Rogéria
Pupin, Breno
Bhattacharjee, Tanmoy Tapobrata
de Azevedo Canevari, Renata
author_facet Alves Melo, Igor Martins
Pereira Viana, Magda Rogéria
Pupin, Breno
Bhattacharjee, Tanmoy Tapobrata
de Azevedo Canevari, Renata
author_sort Alves Melo, Igor Martins
collection PubMed
description BACKGROUND: Approximately 70% of cervical carcinoma cases show the presence of high-risk Human Papilloma Virus (HPV), especially HPV-16 and HPV-18, and can be used to stratify high risk patients from low risk and healthy. Currently, molecular biology techniques such as polymerase chain reaction (PCR) are used to identify the presence of virus in patient samples. While the methodology is highly sensitive, it is labor intensive and time-consuming. Alternative techniques, such as vibrational spectroscopy, has been suggested as a possible rapid alternative. Therefore, in this study, we evaluate the efficiency of cervical fluid Fourier Transform Infrared spectroscopy (FTIR) in patient risk stratification informed by PCR. METHODS: Cervical fluid samples (n = 91) were obtained from patients who have undergone routine Papanicolaou (Pap) test. Viral genome was identified and classified as high/low-risk by PCR-Restriction Fragment Length Polymorphism (PCR-RFLP). FTIR spectra were acquired from samples identified by PCR-RFLP as No-HPV (n = 10), high-risk HPV (n = 7), and low-risk HPV (n = 7). RESULTS: Of the 91 samples, was detected the viral genome by PCR in 36 samples. Of these 36 samples, nine samples were identified to contain high-risk HPV (HR-HPV) and nine samples were found to have low-risk HPV (LR-HPV). The FTIR spectra acquired from No-HPV, LR-HPV, and HR-HPV showed differences in 1069, 1437, 1555, 1647, 2840, 2919, and 3287 cm(-1) bands. Principal Component Analysis (PCA) showed distinct clusters for No-HPV and HR-HPV and No-HPV and LR-HPV, but there was significant overlap in the clusters of HR-HPV and LR-HPV. PCA-Linear Discriminant Analysis (PC-LDA) after Leave One Out Cross Validation (LOOCV) classified No-HPV from HR-HPV and No-HPV from LR-HPV with 100% efficiency in the 1400-1800 cm(-1) spectral range. LOOCV classifications for LR-HPV and HR-HPV from each other were 71 and 75%, respectively, in the 2800-3400 cm(-1) spectral range. CONCLUSIONS: The results highlight the high sensitivity of PCR-RFLP in HPV identification and show that FTIR can classify samples identified as healthy, low, and high-risk samples by PCR-RFLP. GENERAL SIGNIFICANCE: We show the possibility of using FTIR for initial cervical cancer risk stratification followed by detailed PCR-RFLP investigations for suspect cases.
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spelling pubmed-80804652021-05-03 PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention Alves Melo, Igor Martins Pereira Viana, Magda Rogéria Pupin, Breno Bhattacharjee, Tanmoy Tapobrata de Azevedo Canevari, Renata Biochem Biophys Rep Research Article BACKGROUND: Approximately 70% of cervical carcinoma cases show the presence of high-risk Human Papilloma Virus (HPV), especially HPV-16 and HPV-18, and can be used to stratify high risk patients from low risk and healthy. Currently, molecular biology techniques such as polymerase chain reaction (PCR) are used to identify the presence of virus in patient samples. While the methodology is highly sensitive, it is labor intensive and time-consuming. Alternative techniques, such as vibrational spectroscopy, has been suggested as a possible rapid alternative. Therefore, in this study, we evaluate the efficiency of cervical fluid Fourier Transform Infrared spectroscopy (FTIR) in patient risk stratification informed by PCR. METHODS: Cervical fluid samples (n = 91) were obtained from patients who have undergone routine Papanicolaou (Pap) test. Viral genome was identified and classified as high/low-risk by PCR-Restriction Fragment Length Polymorphism (PCR-RFLP). FTIR spectra were acquired from samples identified by PCR-RFLP as No-HPV (n = 10), high-risk HPV (n = 7), and low-risk HPV (n = 7). RESULTS: Of the 91 samples, was detected the viral genome by PCR in 36 samples. Of these 36 samples, nine samples were identified to contain high-risk HPV (HR-HPV) and nine samples were found to have low-risk HPV (LR-HPV). The FTIR spectra acquired from No-HPV, LR-HPV, and HR-HPV showed differences in 1069, 1437, 1555, 1647, 2840, 2919, and 3287 cm(-1) bands. Principal Component Analysis (PCA) showed distinct clusters for No-HPV and HR-HPV and No-HPV and LR-HPV, but there was significant overlap in the clusters of HR-HPV and LR-HPV. PCA-Linear Discriminant Analysis (PC-LDA) after Leave One Out Cross Validation (LOOCV) classified No-HPV from HR-HPV and No-HPV from LR-HPV with 100% efficiency in the 1400-1800 cm(-1) spectral range. LOOCV classifications for LR-HPV and HR-HPV from each other were 71 and 75%, respectively, in the 2800-3400 cm(-1) spectral range. CONCLUSIONS: The results highlight the high sensitivity of PCR-RFLP in HPV identification and show that FTIR can classify samples identified as healthy, low, and high-risk samples by PCR-RFLP. GENERAL SIGNIFICANCE: We show the possibility of using FTIR for initial cervical cancer risk stratification followed by detailed PCR-RFLP investigations for suspect cases. Elsevier 2021-04-15 /pmc/articles/PMC8080465/ /pubmed/33948500 http://dx.doi.org/10.1016/j.bbrep.2021.100993 Text en © 2021 The Authors. Published by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Alves Melo, Igor Martins
Pereira Viana, Magda Rogéria
Pupin, Breno
Bhattacharjee, Tanmoy Tapobrata
de Azevedo Canevari, Renata
PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title_full PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title_fullStr PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title_full_unstemmed PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title_short PCR-RFLP and FTIR-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
title_sort pcr-rflp and ftir-based detection of high-risk human papilloma virus for cervical cancer screening and prevention
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080465/
https://www.ncbi.nlm.nih.gov/pubmed/33948500
http://dx.doi.org/10.1016/j.bbrep.2021.100993
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