Cargando…
Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study
AIMS: This study aimed to investigate the prognostic value of clinical features for cancer-specific survival (CSS) and metastasis in patients with pancreatic mucinous cystadenocarcinoma (MCAC). We further constructed and validated an effective nomogram to predict CSS. METHODS: We screened patients d...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631930/ https://www.ncbi.nlm.nih.gov/pubmed/36338678 http://dx.doi.org/10.3389/fonc.2022.985184 |
_version_ | 1784823920708288512 |
---|---|
author | Wang, Ruobing Su, Dan Liu, Yueze Qiu, Jiangdong Cao, Zhe Yang, Gang Luo, Wenhao Tao, Jinxin Zhang, Taiping |
author_facet | Wang, Ruobing Su, Dan Liu, Yueze Qiu, Jiangdong Cao, Zhe Yang, Gang Luo, Wenhao Tao, Jinxin Zhang, Taiping |
author_sort | Wang, Ruobing |
collection | PubMed |
description | AIMS: This study aimed to investigate the prognostic value of clinical features for cancer-specific survival (CSS) and metastasis in patients with pancreatic mucinous cystadenocarcinoma (MCAC). We further constructed and validated an effective nomogram to predict CSS. METHODS: We screened patients diagnosed with pancreatic MCAC from Surveillance Epidemiology and End Results (SEER) database. Kaplan-Meier curves were used to determine the CSS time. Univariate and multivariate Cox and logistic regression analyses were conducted to identify the prognostic factors for CSS and metastasis. The nomogram was constructed to predict the prognosis of pancreatic MCAC based on the results from the multivariate analysis. We used the concordance index (C-index), the area under the curve (AUC), and the calibration plots to determine the predictive accuracy and discriminability of the nomogram. RESULTS: Multivariate Cox analysis revealed that age, primary site, grade, and radiotherapy were independent prognostic factors associated with CSS. Multivariate logistic regression analysis revealed that surgery and grade were independent risk factors associated with metastasis. The independent risk factors were included to construct a prognosis prediction model for predicting CSS in patients with pancreatic MCAC. The concordance index (C-index), receiver operating characteristic (ROC) curves, and calibration plots of the training cohort and the validation cohort showed that the nomogram had an acceptable predictive performance. CONCLUSION: We established a nomogram that could determine the 3- and 5-year CSS, which could evaluate individual clinical outcomes and provide individualized clinical decisions. |
format | Online Article Text |
id | pubmed-9631930 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96319302022-11-04 Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study Wang, Ruobing Su, Dan Liu, Yueze Qiu, Jiangdong Cao, Zhe Yang, Gang Luo, Wenhao Tao, Jinxin Zhang, Taiping Front Oncol Oncology AIMS: This study aimed to investigate the prognostic value of clinical features for cancer-specific survival (CSS) and metastasis in patients with pancreatic mucinous cystadenocarcinoma (MCAC). We further constructed and validated an effective nomogram to predict CSS. METHODS: We screened patients diagnosed with pancreatic MCAC from Surveillance Epidemiology and End Results (SEER) database. Kaplan-Meier curves were used to determine the CSS time. Univariate and multivariate Cox and logistic regression analyses were conducted to identify the prognostic factors for CSS and metastasis. The nomogram was constructed to predict the prognosis of pancreatic MCAC based on the results from the multivariate analysis. We used the concordance index (C-index), the area under the curve (AUC), and the calibration plots to determine the predictive accuracy and discriminability of the nomogram. RESULTS: Multivariate Cox analysis revealed that age, primary site, grade, and radiotherapy were independent prognostic factors associated with CSS. Multivariate logistic regression analysis revealed that surgery and grade were independent risk factors associated with metastasis. The independent risk factors were included to construct a prognosis prediction model for predicting CSS in patients with pancreatic MCAC. The concordance index (C-index), receiver operating characteristic (ROC) curves, and calibration plots of the training cohort and the validation cohort showed that the nomogram had an acceptable predictive performance. CONCLUSION: We established a nomogram that could determine the 3- and 5-year CSS, which could evaluate individual clinical outcomes and provide individualized clinical decisions. Frontiers Media S.A. 2022-10-20 /pmc/articles/PMC9631930/ /pubmed/36338678 http://dx.doi.org/10.3389/fonc.2022.985184 Text en Copyright © 2022 Wang, Su, Liu, Qiu, Cao, Yang, Luo, Tao and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Wang, Ruobing Su, Dan Liu, Yueze Qiu, Jiangdong Cao, Zhe Yang, Gang Luo, Wenhao Tao, Jinxin Zhang, Taiping Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title | Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title_full | Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title_fullStr | Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title_full_unstemmed | Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title_short | Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study |
title_sort | cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: a seer-based cohort study |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631930/ https://www.ncbi.nlm.nih.gov/pubmed/36338678 http://dx.doi.org/10.3389/fonc.2022.985184 |
work_keys_str_mv | AT wangruobing cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT sudan cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT liuyueze cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT qiujiangdong cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT caozhe cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT yanggang cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT luowenhao cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT taojinxin cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy AT zhangtaiping cancerspecificsurvivalandmetastasisinpancreaticmucinouscystadenocarcinomaaseerbasedcohortstudy |