Cargando…

A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases

BACKGROUND: We developed a new nomogram combining serum biomarkers with clinicopathological features to improve the accuracy of prediction of nonsentinel lymph node (SLN) metastases in Chinese breast cancer patients. METHODS: We enrolled 209 patients with breast cancer who underwent SLN biopsy and a...

Descripción completa

Detalles Bibliográficos
Autores principales: Fang, Zeng, Wang, Ruizhi, Yang, Ciqiu, Wang, Dong, Chen, Wanna, Lin, Bo, Gong, Dongsheng, Li, Songqi, Liang, Jiadong, Liang, Xiaoli, Zeng, Chunxian, Li, Jie, Wang, Kun, Lv, Weiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8629655/
https://www.ncbi.nlm.nih.gov/pubmed/34853623
http://dx.doi.org/10.1155/2021/7879508
_version_ 1784607254407806976
author Fang, Zeng
Wang, Ruizhi
Yang, Ciqiu
Wang, Dong
Chen, Wanna
Lin, Bo
Gong, Dongsheng
Li, Songqi
Liang, Jiadong
Liang, Xiaoli
Zeng, Chunxian
Li, Jie
Wang, Kun
Lv, Weiming
author_facet Fang, Zeng
Wang, Ruizhi
Yang, Ciqiu
Wang, Dong
Chen, Wanna
Lin, Bo
Gong, Dongsheng
Li, Songqi
Liang, Jiadong
Liang, Xiaoli
Zeng, Chunxian
Li, Jie
Wang, Kun
Lv, Weiming
author_sort Fang, Zeng
collection PubMed
description BACKGROUND: We developed a new nomogram combining serum biomarkers with clinicopathological features to improve the accuracy of prediction of nonsentinel lymph node (SLN) metastases in Chinese breast cancer patients. METHODS: We enrolled 209 patients with breast cancer who underwent SLN biopsy and axillary lymph node dissection. We evaluated the relationships between non-SLN metastases and clinicopathologic features, as well as preoperative routine tests of blood indexes, tumor markers, and serum lipids, including lipoprotein a (Lp(a)). Risk factors for non-SLN metastases were identified by logistic regression analysis. The nomogram was created using the R program to predict the risk of non-SLN metastases in the training set. Receiver operating characteristic (ROC) analysis was applied to assess the predictive value of the nomogram model in the validation set. RESULTS: Lp(a) was significantly associated with non-SLN metastasis status. Compared with the MSKCC model, the predictive ability of our new nomogram that combined Lp(a) level and clinical variables (pathologic tumor size, lymphovascular invasion, multifocality, and positive/negative SLN numbers) was significantly greater (AUC: 0.732, 95% CI: 0.643–0.821) (C-index: 0.703, 95% CI: 0.656–0.791) in the training cohorts and also performed well in the validation cohorts (C-index: 0.773, 95% CI: 0.681–0.865). Moreover, the new nomogram with Lp(a) improved the accuracy (12.10%) of identification of patients with non-SLN metastases (NRI: 0.121; 95% CI: 0.081–0.202; P = 0.011). CONCLUSIONS: This novel nomogram based on preoperative serum indexes combined with clinicopathologic features facilitates accurate prediction of risk of non-SLN metastases in Chinese patients with breast cancer.
format Online
Article
Text
id pubmed-8629655
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-86296552021-11-30 A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases Fang, Zeng Wang, Ruizhi Yang, Ciqiu Wang, Dong Chen, Wanna Lin, Bo Gong, Dongsheng Li, Songqi Liang, Jiadong Liang, Xiaoli Zeng, Chunxian Li, Jie Wang, Kun Lv, Weiming Dis Markers Research Article BACKGROUND: We developed a new nomogram combining serum biomarkers with clinicopathological features to improve the accuracy of prediction of nonsentinel lymph node (SLN) metastases in Chinese breast cancer patients. METHODS: We enrolled 209 patients with breast cancer who underwent SLN biopsy and axillary lymph node dissection. We evaluated the relationships between non-SLN metastases and clinicopathologic features, as well as preoperative routine tests of blood indexes, tumor markers, and serum lipids, including lipoprotein a (Lp(a)). Risk factors for non-SLN metastases were identified by logistic regression analysis. The nomogram was created using the R program to predict the risk of non-SLN metastases in the training set. Receiver operating characteristic (ROC) analysis was applied to assess the predictive value of the nomogram model in the validation set. RESULTS: Lp(a) was significantly associated with non-SLN metastasis status. Compared with the MSKCC model, the predictive ability of our new nomogram that combined Lp(a) level and clinical variables (pathologic tumor size, lymphovascular invasion, multifocality, and positive/negative SLN numbers) was significantly greater (AUC: 0.732, 95% CI: 0.643–0.821) (C-index: 0.703, 95% CI: 0.656–0.791) in the training cohorts and also performed well in the validation cohorts (C-index: 0.773, 95% CI: 0.681–0.865). Moreover, the new nomogram with Lp(a) improved the accuracy (12.10%) of identification of patients with non-SLN metastases (NRI: 0.121; 95% CI: 0.081–0.202; P = 0.011). CONCLUSIONS: This novel nomogram based on preoperative serum indexes combined with clinicopathologic features facilitates accurate prediction of risk of non-SLN metastases in Chinese patients with breast cancer. Hindawi 2021-11-22 /pmc/articles/PMC8629655/ /pubmed/34853623 http://dx.doi.org/10.1155/2021/7879508 Text en Copyright © 2021 Zeng Fang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Fang, Zeng
Wang, Ruizhi
Yang, Ciqiu
Wang, Dong
Chen, Wanna
Lin, Bo
Gong, Dongsheng
Li, Songqi
Liang, Jiadong
Liang, Xiaoli
Zeng, Chunxian
Li, Jie
Wang, Kun
Lv, Weiming
A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title_full A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title_fullStr A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title_full_unstemmed A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title_short A Novel Predictive Nomogram including Serum Lipoprotein a Level for Nonsentinel Lymph Node Metastases in Chinese Breast Cancer Patients with Positive Sentinel Lymph Node Metastases
title_sort novel predictive nomogram including serum lipoprotein a level for nonsentinel lymph node metastases in chinese breast cancer patients with positive sentinel lymph node metastases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8629655/
https://www.ncbi.nlm.nih.gov/pubmed/34853623
http://dx.doi.org/10.1155/2021/7879508
work_keys_str_mv AT fangzeng anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangruizhi anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT yangciqiu anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangdong anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT chenwanna anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT linbo anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT gongdongsheng anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lisongqi anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT liangjiadong anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT liangxiaoli anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT zengchunxian anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lijie anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangkun anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lvweiming anovelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT fangzeng novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangruizhi novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT yangciqiu novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangdong novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT chenwanna novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT linbo novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT gongdongsheng novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lisongqi novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT liangjiadong novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT liangxiaoli novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT zengchunxian novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lijie novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT wangkun novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases
AT lvweiming novelpredictivenomogramincludingserumlipoproteinalevelfornonsentinellymphnodemetastasesinchinesebreastcancerpatientswithpositivesentinellymphnodemetastases