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NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients
BACKGROUND: It remains essential for non-alcoholic fatty liver (NAFLD) patients, to develop a sensitive and specific diagnostic model. Data regarding the use of micro (mi)RNA-34 for NAFLD diagnosis are few. Routine clinical assessment, laboratory tests were done for Egyptian individuals (n = 314) we...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523615/ https://www.ncbi.nlm.nih.gov/pubmed/34661762 http://dx.doi.org/10.1186/s43141-021-00257-5 |
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author | Mohamed, Amal A. El-Demery, Ahmed Al-Hussain, Eman Mousa, Shroouk Halim, Ahmed Abdel Mostafa, Sahar M. Abdelghany, Reda S. Mahmoud, Seham M. Elkady, Mohammad A. Raafat, Khaled Hassnine, Alshymaa A. Omran, Mohamed M. |
author_facet | Mohamed, Amal A. El-Demery, Ahmed Al-Hussain, Eman Mousa, Shroouk Halim, Ahmed Abdel Mostafa, Sahar M. Abdelghany, Reda S. Mahmoud, Seham M. Elkady, Mohammad A. Raafat, Khaled Hassnine, Alshymaa A. Omran, Mohamed M. |
author_sort | Mohamed, Amal A. |
collection | PubMed |
description | BACKGROUND: It remains essential for non-alcoholic fatty liver (NAFLD) patients, to develop a sensitive and specific diagnostic model. Data regarding the use of micro (mi)RNA-34 for NAFLD diagnosis are few. Routine clinical assessment, laboratory tests were done for Egyptian individuals (n = 314) were included (100 healthy individuals and 214 NAFLD patients). Quantification of miRNA-34 was done using real-time PCR. Extremely significant variables were entered into stepwise logistic regression. The diagnostic power of variables was estimated by the area under the ROC (AUC). RESULTS: MiRNA-34 levels were higher in NAFLD patients than healthy individuals with a significant difference (P< 0.0001). The multivariate analysis was used to evaluate the NAFLD-associated variables (CRP, cholesterol, body mass index (BMI), ALT had p< 0.0001 while mRNA-34 had (p=0.0004). The AUCs (CI) of candidate NAFLD markers were in the order of miRNA-34 0.72 (0.66–0.77) < ALT 0.73 (0.67–0.79) < BMI 0.81 (0.76–0.86) < cholesterol < 0.85 (0.79–0.90) < CRP 0.88 (0.84–0.92). We developed a novel index for discriminating patients with NAFLD named NAFLD Mark. AUC was jumped to 0.98 (0.93–0.99) when five markers were combined. The AUC of NAFLD mark for NAFLD detection was higher than the AUCs of seven common NAFLD indexes (0.44–0.86). CONCLUSIONS: The NAFLD mark is a non-invasive and highly sensitive and specific model for NAFLD diagnosis. |
format | Online Article Text |
id | pubmed-8523615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-85236152021-10-27 NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients Mohamed, Amal A. El-Demery, Ahmed Al-Hussain, Eman Mousa, Shroouk Halim, Ahmed Abdel Mostafa, Sahar M. Abdelghany, Reda S. Mahmoud, Seham M. Elkady, Mohammad A. Raafat, Khaled Hassnine, Alshymaa A. Omran, Mohamed M. J Genet Eng Biotechnol Research BACKGROUND: It remains essential for non-alcoholic fatty liver (NAFLD) patients, to develop a sensitive and specific diagnostic model. Data regarding the use of micro (mi)RNA-34 for NAFLD diagnosis are few. Routine clinical assessment, laboratory tests were done for Egyptian individuals (n = 314) were included (100 healthy individuals and 214 NAFLD patients). Quantification of miRNA-34 was done using real-time PCR. Extremely significant variables were entered into stepwise logistic regression. The diagnostic power of variables was estimated by the area under the ROC (AUC). RESULTS: MiRNA-34 levels were higher in NAFLD patients than healthy individuals with a significant difference (P< 0.0001). The multivariate analysis was used to evaluate the NAFLD-associated variables (CRP, cholesterol, body mass index (BMI), ALT had p< 0.0001 while mRNA-34 had (p=0.0004). The AUCs (CI) of candidate NAFLD markers were in the order of miRNA-34 0.72 (0.66–0.77) < ALT 0.73 (0.67–0.79) < BMI 0.81 (0.76–0.86) < cholesterol < 0.85 (0.79–0.90) < CRP 0.88 (0.84–0.92). We developed a novel index for discriminating patients with NAFLD named NAFLD Mark. AUC was jumped to 0.98 (0.93–0.99) when five markers were combined. The AUC of NAFLD mark for NAFLD detection was higher than the AUCs of seven common NAFLD indexes (0.44–0.86). CONCLUSIONS: The NAFLD mark is a non-invasive and highly sensitive and specific model for NAFLD diagnosis. Springer Berlin Heidelberg 2021-10-18 /pmc/articles/PMC8523615/ /pubmed/34661762 http://dx.doi.org/10.1186/s43141-021-00257-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Mohamed, Amal A. El-Demery, Ahmed Al-Hussain, Eman Mousa, Shroouk Halim, Ahmed Abdel Mostafa, Sahar M. Abdelghany, Reda S. Mahmoud, Seham M. Elkady, Mohammad A. Raafat, Khaled Hassnine, Alshymaa A. Omran, Mohamed M. NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title | NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title_full | NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title_fullStr | NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title_full_unstemmed | NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title_short | NAFLD mark: an accurate model based on microRNA-34 for diagnosis of non-alcoholic fatty liver disease patients |
title_sort | nafld mark: an accurate model based on microrna-34 for diagnosis of non-alcoholic fatty liver disease patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523615/ https://www.ncbi.nlm.nih.gov/pubmed/34661762 http://dx.doi.org/10.1186/s43141-021-00257-5 |
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