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Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer
BACKGROUND: Carnitine palmitoyl transferase 1A (CPT1A), the key regulator of fatty acid oxidation, contributes to tumor metastasis and therapeutic resistance. We aimed to identify its clinical significance as a biomarker for the diagnosis and prediction of breast cancer. METHODS: Western blot, ELISA...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048260/ https://www.ncbi.nlm.nih.gov/pubmed/33858374 http://dx.doi.org/10.1186/s12885-021-08134-7 |
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author | Tan, Zheqiong Zou, Yaru Zhu, Man Luo, Zhenzhao Wu, Tangwei Zheng, Chao Xie, Aqing Wang, Hui Fang, Shiqiang Liu, Shuiyi Li, Yong Lu, Zhongxin |
author_facet | Tan, Zheqiong Zou, Yaru Zhu, Man Luo, Zhenzhao Wu, Tangwei Zheng, Chao Xie, Aqing Wang, Hui Fang, Shiqiang Liu, Shuiyi Li, Yong Lu, Zhongxin |
author_sort | Tan, Zheqiong |
collection | PubMed |
description | BACKGROUND: Carnitine palmitoyl transferase 1A (CPT1A), the key regulator of fatty acid oxidation, contributes to tumor metastasis and therapeutic resistance. We aimed to identify its clinical significance as a biomarker for the diagnosis and prediction of breast cancer. METHODS: Western blot, ELISA and in silico analysis were used to confirm CPT1A levels in breast cancer cell lines, cell culture medium and breast cancer tissues. Four hundred thirty breast cancer patients, 200 patients with benign breast disease, and 400 healthy controls were enrolled and randomly divided into a training set and a test set with a 7:3 ratio. Training set was used to build diagnostic models and 10-fold cross validation was used to demonstrate the performance of the models. Then test set was aimed to validate the effectiveness of the diagnostic models. ELISA was conducted to detect individual serum CPT1A levels. Receiver operating characteristic (ROC) curves were generated, and binary logistic regression analyses were performed to evaluate the effectiveness of CPT1A as a biomarker in breast cancer diagnosis. CPT1A levels between post-operative and pre-operative samples were also compared. RESULTS: CPT1A was overexpressed in breast cancer tissues, cell lines and cell culture medium. Serum CPT1A levels were higher in breast cancer patients than in controls and were significantly associated with metastasis, TNM stage, histological grading and molecular subtype. CPT1A levels were decreased in post-operative samples compared with paired pre-operative samples. Moreover, CPT1A exhibited a higher efficacy in differentiating breast cancer patients from healthy controls (training set: area under the curve, AUC, 0.892, 95% CI, 0.872–0.920; test set, AUC, 0.904, 95% CI, 0.869–0.939) than did CA15–3, CEA, or CA125. CONCLUSION: CPT1A is overexpressed in breast cancer and can be secreted out of breast cancer cell. Serum CPT1A is positively associated with breast cancer progression and could serve as an indicator for disease monitoring. Serum CPT1A displayed a remarkably high diagnostic efficiency for breast cancer and could be a novel biomarker for the diagnosis of breast cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08134-7. |
format | Online Article Text |
id | pubmed-8048260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80482602021-04-15 Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer Tan, Zheqiong Zou, Yaru Zhu, Man Luo, Zhenzhao Wu, Tangwei Zheng, Chao Xie, Aqing Wang, Hui Fang, Shiqiang Liu, Shuiyi Li, Yong Lu, Zhongxin BMC Cancer Research Article BACKGROUND: Carnitine palmitoyl transferase 1A (CPT1A), the key regulator of fatty acid oxidation, contributes to tumor metastasis and therapeutic resistance. We aimed to identify its clinical significance as a biomarker for the diagnosis and prediction of breast cancer. METHODS: Western blot, ELISA and in silico analysis were used to confirm CPT1A levels in breast cancer cell lines, cell culture medium and breast cancer tissues. Four hundred thirty breast cancer patients, 200 patients with benign breast disease, and 400 healthy controls were enrolled and randomly divided into a training set and a test set with a 7:3 ratio. Training set was used to build diagnostic models and 10-fold cross validation was used to demonstrate the performance of the models. Then test set was aimed to validate the effectiveness of the diagnostic models. ELISA was conducted to detect individual serum CPT1A levels. Receiver operating characteristic (ROC) curves were generated, and binary logistic regression analyses were performed to evaluate the effectiveness of CPT1A as a biomarker in breast cancer diagnosis. CPT1A levels between post-operative and pre-operative samples were also compared. RESULTS: CPT1A was overexpressed in breast cancer tissues, cell lines and cell culture medium. Serum CPT1A levels were higher in breast cancer patients than in controls and were significantly associated with metastasis, TNM stage, histological grading and molecular subtype. CPT1A levels were decreased in post-operative samples compared with paired pre-operative samples. Moreover, CPT1A exhibited a higher efficacy in differentiating breast cancer patients from healthy controls (training set: area under the curve, AUC, 0.892, 95% CI, 0.872–0.920; test set, AUC, 0.904, 95% CI, 0.869–0.939) than did CA15–3, CEA, or CA125. CONCLUSION: CPT1A is overexpressed in breast cancer and can be secreted out of breast cancer cell. Serum CPT1A is positively associated with breast cancer progression and could serve as an indicator for disease monitoring. Serum CPT1A displayed a remarkably high diagnostic efficiency for breast cancer and could be a novel biomarker for the diagnosis of breast cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08134-7. BioMed Central 2021-04-15 /pmc/articles/PMC8048260/ /pubmed/33858374 http://dx.doi.org/10.1186/s12885-021-08134-7 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Tan, Zheqiong Zou, Yaru Zhu, Man Luo, Zhenzhao Wu, Tangwei Zheng, Chao Xie, Aqing Wang, Hui Fang, Shiqiang Liu, Shuiyi Li, Yong Lu, Zhongxin Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title | Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title_full | Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title_fullStr | Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title_full_unstemmed | Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title_short | Carnitine palmitoyl transferase 1A is a novel diagnostic and predictive biomarker for breast cancer |
title_sort | carnitine palmitoyl transferase 1a is a novel diagnostic and predictive biomarker for breast cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048260/ https://www.ncbi.nlm.nih.gov/pubmed/33858374 http://dx.doi.org/10.1186/s12885-021-08134-7 |
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