Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study
BackgroundPrimary peritoneal serous carcinoma (PPSC) is a rare tumor that lacks a prognostic prediction model. Our study aims to develop a nomogram to predict overall survival (OS) of PPSC patients.MethodsPatients confirmed to have PPSC between 2004 and 2012 were selected from the Surveillance, Epid...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2021-08-01
|
Series: | Frontiers in Oncology |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fonc.2021.651969/full |
id |
doaj-7f971ca61a1b4a2c899c8aabca2aa67e |
---|---|
record_format |
Article |
spelling |
doaj-7f971ca61a1b4a2c899c8aabca2aa67e2021-08-19T13:16:28ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-08-011110.3389/fonc.2021.651969651969Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based StudyMing ChenZhenzhen WenZhengwei QiMin GaoBackgroundPrimary peritoneal serous carcinoma (PPSC) is a rare tumor that lacks a prognostic prediction model. Our study aims to develop a nomogram to predict overall survival (OS) of PPSC patients.MethodsPatients confirmed to have PPSC between 2004 and 2012 were selected from the Surveillance, Epidemiology, and End Results (SEER) database. LASSO and multivariate Cox regression analyses were used to screen for meaningful independent prognostic factors to construct a nomogram model for 3-, 5-, and 10-year OS among patients with PPSC. The nomogram compared the discrimination, calibration, and net benefits with the International Federation of Gynecology and Obstetrics (FIGO) staging system of PPSC patients.ResultsEight variables were selected to establish the nomogram for PPSC. The established nomogram performed significantly better than the FIGO staging system (p < 0.05). The 3-, 5-, and 10-year OS of PPSC was 0.498, 0.306, and 0.152, respectively. Patients of old age, widowed marital status, grade high, FIGO IIIB, IIIC, or IV, lymph node metastasis, no lymphadenectomy, no surgery, and no chemotherapy got higher score which corresponds with higher risk and lower OS. In the multivariate Cox regression analysis, age, histological grade, FIGO staging, lymph node metastasis, and lymphadenectomy (four or more) were identified as independent prognostic factors for PPSC.ConclusionsPPSC patients have distinct characteristics with respect to their presentation and survival outcomes. A prognostic nomogram constructed by various clinical indicators can provide better and more accurate predictions for patients with PPSC.https://www.frontiersin.org/articles/10.3389/fonc.2021.651969/fullprimary peritoneal serous carcinoma (PPSC)nomogramFIGO staging systemoverall survivalSEER |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ming Chen Zhenzhen Wen Zhengwei Qi Min Gao |
spellingShingle |
Ming Chen Zhenzhen Wen Zhengwei Qi Min Gao Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study Frontiers in Oncology primary peritoneal serous carcinoma (PPSC) nomogram FIGO staging system overall survival SEER |
author_facet |
Ming Chen Zhenzhen Wen Zhengwei Qi Min Gao |
author_sort |
Ming Chen |
title |
Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study |
title_short |
Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study |
title_full |
Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study |
title_fullStr |
Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study |
title_full_unstemmed |
Development and Validation of Prognostic Nomogram for Primary Peritoneal Serous Carcinoma Compared With FIGO Staging System: A Population-Based Study |
title_sort |
development and validation of prognostic nomogram for primary peritoneal serous carcinoma compared with figo staging system: a population-based study |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Oncology |
issn |
2234-943X |
publishDate |
2021-08-01 |
description |
BackgroundPrimary peritoneal serous carcinoma (PPSC) is a rare tumor that lacks a prognostic prediction model. Our study aims to develop a nomogram to predict overall survival (OS) of PPSC patients.MethodsPatients confirmed to have PPSC between 2004 and 2012 were selected from the Surveillance, Epidemiology, and End Results (SEER) database. LASSO and multivariate Cox regression analyses were used to screen for meaningful independent prognostic factors to construct a nomogram model for 3-, 5-, and 10-year OS among patients with PPSC. The nomogram compared the discrimination, calibration, and net benefits with the International Federation of Gynecology and Obstetrics (FIGO) staging system of PPSC patients.ResultsEight variables were selected to establish the nomogram for PPSC. The established nomogram performed significantly better than the FIGO staging system (p < 0.05). The 3-, 5-, and 10-year OS of PPSC was 0.498, 0.306, and 0.152, respectively. Patients of old age, widowed marital status, grade high, FIGO IIIB, IIIC, or IV, lymph node metastasis, no lymphadenectomy, no surgery, and no chemotherapy got higher score which corresponds with higher risk and lower OS. In the multivariate Cox regression analysis, age, histological grade, FIGO staging, lymph node metastasis, and lymphadenectomy (four or more) were identified as independent prognostic factors for PPSC.ConclusionsPPSC patients have distinct characteristics with respect to their presentation and survival outcomes. A prognostic nomogram constructed by various clinical indicators can provide better and more accurate predictions for patients with PPSC. |
topic |
primary peritoneal serous carcinoma (PPSC) nomogram FIGO staging system overall survival SEER |
url |
https://www.frontiersin.org/articles/10.3389/fonc.2021.651969/full |
work_keys_str_mv |
AT mingchen developmentandvalidationofprognosticnomogramforprimaryperitonealserouscarcinomacomparedwithfigostagingsystemapopulationbasedstudy AT zhenzhenwen developmentandvalidationofprognosticnomogramforprimaryperitonealserouscarcinomacomparedwithfigostagingsystemapopulationbasedstudy AT zhengweiqi developmentandvalidationofprognosticnomogramforprimaryperitonealserouscarcinomacomparedwithfigostagingsystemapopulationbasedstudy AT mingao developmentandvalidationofprognosticnomogramforprimaryperitonealserouscarcinomacomparedwithfigostagingsystemapopulationbasedstudy |
_version_ |
1721202317756203008 |