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Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile

Aims: This study investigates the association between circulating tumor cells (CTCs) and breast cancer metastasis. Methods: A retrospective study was conducted using patients with histologically confirmed breast cancer recruited from the First Affiliated Hospital of Nanjing Medical University during...

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Autores principales: Zhu, Chengjun, Xu, Jing, Sun, Jinyu, Cui, Shiyun, Sun, Yue, Yu, Tao, Wang, Cenzhu, Wang, Tianyao, Wu, Yufeng, Ju, Feng, Yao, Jiafeng, Liu, Kai, Zhang, Wenwen, Guan, Xiaoxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604974/
https://www.ncbi.nlm.nih.gov/pubmed/36294386
http://dx.doi.org/10.3390/jcm11206067
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author Zhu, Chengjun
Xu, Jing
Sun, Jinyu
Cui, Shiyun
Sun, Yue
Yu, Tao
Wang, Cenzhu
Wang, Tianyao
Wu, Yufeng
Ju, Feng
Yao, Jiafeng
Liu, Kai
Zhang, Wenwen
Guan, Xiaoxiang
author_facet Zhu, Chengjun
Xu, Jing
Sun, Jinyu
Cui, Shiyun
Sun, Yue
Yu, Tao
Wang, Cenzhu
Wang, Tianyao
Wu, Yufeng
Ju, Feng
Yao, Jiafeng
Liu, Kai
Zhang, Wenwen
Guan, Xiaoxiang
author_sort Zhu, Chengjun
collection PubMed
description Aims: This study investigates the association between circulating tumor cells (CTCs) and breast cancer metastasis. Methods: A retrospective study was conducted using patients with histologically confirmed breast cancer recruited from the First Affiliated Hospital of Nanjing Medical University during the period of August 2017–October 2020. We used adjusted logistic regression, the random forest algorithm, and sensitivity analysis to study the association between CTC enumeration and tumor metastasis. Further, we performed next-generation sequencing (NGS) on the CTCs obtained from two patients with breast cancer brain metastasis. Results: A total of 41 out of 116 enrolled patients were identified with tumor metastasis. CTC enumeration was significantly higher in patients with liver metastasis than in those without liver metastasis. Patients with CTCs ≥ 5 exhibited a higher risk of tumor metastasis than those with CTCs < 5 in the adjusted model (odds ratios (OR) = 6.25, 95% confidence interval (CI) = 2.63–15.58). The random forest model identified CTC enumeration as a significant metastasis-related variable with the highest mean decrease accuracy and mean decrease Gini score. No significant association was found between CTCs and visceral metastasis with an OR of 1.29 (95% CI = 0.98–2.05, p = 0.232). Upon further investigating organ-specific metastasis, we found that patients with high CTC levels were more likely to develop liver metastasis (OR = 4.87, 95% CI = 1.34–20.17, p = 0.021). The NGS study of CTCs identified a total of 120 indel mutations (e.g., CNGB1, NTSR1, ZG16). The enriched biological processes were mechanoreceptor differentiation and macrophage activation involved in the immune response. The enriched KEGG pathways included focal adhesion, the PI3K-Akt signaling pathway, and microRNAs involved in cancer. Conclusions: Our study revealed that CTCs ≥ 5 are a risk factor for tumor metastasis in breast cancer patients. In addition, we reported that CTCs ≥ 5 might be associated with a higher risk of liver metastasis in patients with metastatic breast cancer. We have provided the mutational profiles of CTCs based on next-generation sequencing.
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spelling pubmed-96049742022-10-27 Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile Zhu, Chengjun Xu, Jing Sun, Jinyu Cui, Shiyun Sun, Yue Yu, Tao Wang, Cenzhu Wang, Tianyao Wu, Yufeng Ju, Feng Yao, Jiafeng Liu, Kai Zhang, Wenwen Guan, Xiaoxiang J Clin Med Article Aims: This study investigates the association between circulating tumor cells (CTCs) and breast cancer metastasis. Methods: A retrospective study was conducted using patients with histologically confirmed breast cancer recruited from the First Affiliated Hospital of Nanjing Medical University during the period of August 2017–October 2020. We used adjusted logistic regression, the random forest algorithm, and sensitivity analysis to study the association between CTC enumeration and tumor metastasis. Further, we performed next-generation sequencing (NGS) on the CTCs obtained from two patients with breast cancer brain metastasis. Results: A total of 41 out of 116 enrolled patients were identified with tumor metastasis. CTC enumeration was significantly higher in patients with liver metastasis than in those without liver metastasis. Patients with CTCs ≥ 5 exhibited a higher risk of tumor metastasis than those with CTCs < 5 in the adjusted model (odds ratios (OR) = 6.25, 95% confidence interval (CI) = 2.63–15.58). The random forest model identified CTC enumeration as a significant metastasis-related variable with the highest mean decrease accuracy and mean decrease Gini score. No significant association was found between CTCs and visceral metastasis with an OR of 1.29 (95% CI = 0.98–2.05, p = 0.232). Upon further investigating organ-specific metastasis, we found that patients with high CTC levels were more likely to develop liver metastasis (OR = 4.87, 95% CI = 1.34–20.17, p = 0.021). The NGS study of CTCs identified a total of 120 indel mutations (e.g., CNGB1, NTSR1, ZG16). The enriched biological processes were mechanoreceptor differentiation and macrophage activation involved in the immune response. The enriched KEGG pathways included focal adhesion, the PI3K-Akt signaling pathway, and microRNAs involved in cancer. Conclusions: Our study revealed that CTCs ≥ 5 are a risk factor for tumor metastasis in breast cancer patients. In addition, we reported that CTCs ≥ 5 might be associated with a higher risk of liver metastasis in patients with metastatic breast cancer. We have provided the mutational profiles of CTCs based on next-generation sequencing. MDPI 2022-10-14 /pmc/articles/PMC9604974/ /pubmed/36294386 http://dx.doi.org/10.3390/jcm11206067 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhu, Chengjun
Xu, Jing
Sun, Jinyu
Cui, Shiyun
Sun, Yue
Yu, Tao
Wang, Cenzhu
Wang, Tianyao
Wu, Yufeng
Ju, Feng
Yao, Jiafeng
Liu, Kai
Zhang, Wenwen
Guan, Xiaoxiang
Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title_full Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title_fullStr Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title_full_unstemmed Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title_short Circulating Tumor Cells and Breast Cancer Metastasis: From Enumeration to Somatic Mutational Profile
title_sort circulating tumor cells and breast cancer metastasis: from enumeration to somatic mutational profile
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604974/
https://www.ncbi.nlm.nih.gov/pubmed/36294386
http://dx.doi.org/10.3390/jcm11206067
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