{"title":"使用监测、流行病学和最终结果数据以及单中心外部验证队列的直肠癌同步肺转移患者总生存期的预后nomogram","authors":"Liyu Cao, Liting Lyu, Bin Wang, Xiaofang Dong","doi":"10.21037/jgo-2025-178","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Rectal cancer with synchronous lung metastases has a poor prognosis and high mortality. Despite treatment advancements, effective prognostic tools for early diagnosis and personalized treatment remain limited. This study develops and validates a survival nomogram to improve prognosis prediction and guide treatment strategies.</p><p><strong>Methods: </strong>A total of 1,257 patients with rectal cancer and synchronous lung metastasis were identified from the Surveillance, Epidemiology, and End Results (SEER) database. They were divided into a training cohort (n=880) and an internal validation cohort (n=377). An external validation cohort of 132 patients was retrospectively collected from Affiliated Dongyang Hospital of Wenzhou Medical University. A survival nomogram was developed using variables identified through univariate and multivariate Cox regression analyses and assessed using the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curves, and calibration curves. Kaplan-Meier analysis and log-rank tests were used to compare overall survival (OS) outcomes.</p><p><strong>Results: </strong>Six key risk factors were identified: carcinoembryonic antigen (CEA) level, chemotherapy, tumor stage 2, tumor grade I, radiation therapy, and tumor size (5-100 mm). The nomogram demonstrated strong predictive accuracy for 1-, 3-, and 5-year OS, with area under the curve (AUC) ranging from 0.65 to 0.94. High-risk patients (score ≥104) had significantly worse OS than low-risk patients (P<0.001). Subgroup analysis confirmed that chemotherapy and radiotherapy significantly influenced survival (P<0.05).</p><p><strong>Conclusions: </strong>This validated survival nomogram provides a reliable tool for prognosis prediction and treatment planning in rectal cancer with synchronous lung metastasis, assisting in clinical decision-making.</p>","PeriodicalId":15841,"journal":{"name":"Journal of gastrointestinal oncology","volume":"16 4","pages":"1483-1497"},"PeriodicalIF":2.0000,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432926/pdf/","citationCount":"0","resultStr":"{\"title\":\"Prognostic nomogram for overall survival in rectal cancer with synchronous lung metastases using Surveillance, Epidemiology, and End Results data and a single-center external validation cohort.\",\"authors\":\"Liyu Cao, Liting Lyu, Bin Wang, Xiaofang Dong\",\"doi\":\"10.21037/jgo-2025-178\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Rectal cancer with synchronous lung metastases has a poor prognosis and high mortality. Despite treatment advancements, effective prognostic tools for early diagnosis and personalized treatment remain limited. This study develops and validates a survival nomogram to improve prognosis prediction and guide treatment strategies.</p><p><strong>Methods: </strong>A total of 1,257 patients with rectal cancer and synchronous lung metastasis were identified from the Surveillance, Epidemiology, and End Results (SEER) database. They were divided into a training cohort (n=880) and an internal validation cohort (n=377). An external validation cohort of 132 patients was retrospectively collected from Affiliated Dongyang Hospital of Wenzhou Medical University. A survival nomogram was developed using variables identified through univariate and multivariate Cox regression analyses and assessed using the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curves, and calibration curves. Kaplan-Meier analysis and log-rank tests were used to compare overall survival (OS) outcomes.</p><p><strong>Results: </strong>Six key risk factors were identified: carcinoembryonic antigen (CEA) level, chemotherapy, tumor stage 2, tumor grade I, radiation therapy, and tumor size (5-100 mm). The nomogram demonstrated strong predictive accuracy for 1-, 3-, and 5-year OS, with area under the curve (AUC) ranging from 0.65 to 0.94. High-risk patients (score ≥104) had significantly worse OS than low-risk patients (P<0.001). Subgroup analysis confirmed that chemotherapy and radiotherapy significantly influenced survival (P<0.05).</p><p><strong>Conclusions: </strong>This validated survival nomogram provides a reliable tool for prognosis prediction and treatment planning in rectal cancer with synchronous lung metastasis, assisting in clinical decision-making.</p>\",\"PeriodicalId\":15841,\"journal\":{\"name\":\"Journal of gastrointestinal oncology\",\"volume\":\"16 4\",\"pages\":\"1483-1497\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-08-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432926/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of gastrointestinal oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.21037/jgo-2025-178\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/13 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of gastrointestinal oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/jgo-2025-178","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/13 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
Prognostic nomogram for overall survival in rectal cancer with synchronous lung metastases using Surveillance, Epidemiology, and End Results data and a single-center external validation cohort.
Background: Rectal cancer with synchronous lung metastases has a poor prognosis and high mortality. Despite treatment advancements, effective prognostic tools for early diagnosis and personalized treatment remain limited. This study develops and validates a survival nomogram to improve prognosis prediction and guide treatment strategies.
Methods: A total of 1,257 patients with rectal cancer and synchronous lung metastasis were identified from the Surveillance, Epidemiology, and End Results (SEER) database. They were divided into a training cohort (n=880) and an internal validation cohort (n=377). An external validation cohort of 132 patients was retrospectively collected from Affiliated Dongyang Hospital of Wenzhou Medical University. A survival nomogram was developed using variables identified through univariate and multivariate Cox regression analyses and assessed using the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curves, and calibration curves. Kaplan-Meier analysis and log-rank tests were used to compare overall survival (OS) outcomes.
Results: Six key risk factors were identified: carcinoembryonic antigen (CEA) level, chemotherapy, tumor stage 2, tumor grade I, radiation therapy, and tumor size (5-100 mm). The nomogram demonstrated strong predictive accuracy for 1-, 3-, and 5-year OS, with area under the curve (AUC) ranging from 0.65 to 0.94. High-risk patients (score ≥104) had significantly worse OS than low-risk patients (P<0.001). Subgroup analysis confirmed that chemotherapy and radiotherapy significantly influenced survival (P<0.05).
Conclusions: This validated survival nomogram provides a reliable tool for prognosis prediction and treatment planning in rectal cancer with synchronous lung metastasis, assisting in clinical decision-making.
期刊介绍:
ournal of Gastrointestinal Oncology (Print ISSN 2078-6891; Online ISSN 2219-679X; J Gastrointest Oncol; JGO), the official journal of Society for Gastrointestinal Oncology (SGO), is an open-access, international peer-reviewed journal. It is published quarterly (Sep. 2010- Dec. 2013), bimonthly (Feb. 2014 -) and openly distributed worldwide.
JGO publishes manuscripts that focus on updated and practical information about diagnosis, prevention and clinical investigations of gastrointestinal cancer treatment. Specific areas of interest include, but not limited to, multimodality therapy, markers, imaging and tumor biology.