同期放化疗对单侧或双侧参数侵犯的IIB期宫颈癌患者预后的影响

IF 4.2 2区 医学 Q1 ONCOLOGY
Oncologist Pub Date : 2025-10-16 DOI:10.1093/oncolo/oyaf329
Xi-Lin Yang, Li-Chun Wei, Jian-Li He, Tie-Jun Wang, Li Ran, Li-Juan Zou, Xiao-Ge Sun, Xiao-Mei Li, Zi Liu, Yong-Gang Shi, Sha Li, Feng-Ju Zhao, Kun Gao, Wei Zhong, Guang-Hui Cheng, Ya-Li Gao, Bao-Sheng Sun, Jun-Fang Yan, Fu-Quan Zhang
{"title":"同期放化疗对单侧或双侧参数侵犯的IIB期宫颈癌患者预后的影响","authors":"Xi-Lin Yang, Li-Chun Wei, Jian-Li He, Tie-Jun Wang, Li Ran, Li-Juan Zou, Xiao-Ge Sun, Xiao-Mei Li, Zi Liu, Yong-Gang Shi, Sha Li, Feng-Ju Zhao, Kun Gao, Wei Zhong, Guang-Hui Cheng, Ya-Li Gao, Bao-Sheng Sun, Jun-Fang Yan, Fu-Quan Zhang","doi":"10.1093/oncolo/oyaf329","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To compare the survival difference between 2018 International Federation of Gynecology and Obsterics (FIGO) stage IIB cervical cancer (CC) patients with Unilateral parametrial invasion (UL) and Bilateral parametrial invasion (BL) disease and explore the significant role of parametrial invasion (PI) in prognosis prediction.</p><p><strong>Methods: </strong>A total of 506 stage IIB CC patients were identified from the multi-center study and patients were divided into UL and BL groups according to gynecological and radiological examination. Survival outcomes were estimated and compared between two groups before and after Propensity Scoring Matching (PSM). The role of upper 2/3 vaginal invasion (VI) in impacting survival probability was also assessed. The random forest (RF) model was constructed and validated to select important features related to survival outcomes and predict prognosis for these patients. The SHapley Additive exPlanation (SHAP) was further introduced to provide better understanding towards the findings from RF model.</p><p><strong>Results: </strong>Significant better 5-year overall survival (OS) was observed among patients with UL disease whether before [BL : 61.7% (95%CI : 57.0%-66.4%); UL : 84.8% (95%CI : 82.4%-87.2%); HR = 2.83, 95%CI : 1.90-4.20, P < 0.001] or after PSM [BL : 61.3% (95%CI : 56.6%-66.0%); UL : 81.2% (95%CI : 77.3%-85.1%); HR = 2.51, 95%CI : 1.56-4.04, P < 0.001]. Similar findings could also be observed in terms of progression free survival (PFS). The presence of VI didn't significantly impair the survival probability whether in UL or BL group (All P > 0.05). RF model was constructed, which possessed decent predictive ability both in the training (AUC = 0.893; 95%CI : 0.874-0.912) and validation cohort (AUC = 0.879; 95%CI : 0.801-0.957). PI was identified to be the paramount feature in affecting the survival outcomes for stage IIB CC patients through the Beeswarm summary plot and bar chart in SHAP analysis.</p><p><strong>Conclusion: </strong>Our findings demonstrated that 2018 FIGO stage IIB CC patients with BL disease had worse prognosis than those with UL disease and PI was the most significant feature in prognosis prediction for these patients.</p>","PeriodicalId":54686,"journal":{"name":"Oncologist","volume":" ","pages":""},"PeriodicalIF":4.2000,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Different prognosis for stage IIB cervical cancer patients with unilateral or bilateral parametrial invasion treated with concurrent chemoradiotherapy.\",\"authors\":\"Xi-Lin Yang, Li-Chun Wei, Jian-Li He, Tie-Jun Wang, Li Ran, Li-Juan Zou, Xiao-Ge Sun, Xiao-Mei Li, Zi Liu, Yong-Gang Shi, Sha Li, Feng-Ju Zhao, Kun Gao, Wei Zhong, Guang-Hui Cheng, Ya-Li Gao, Bao-Sheng Sun, Jun-Fang Yan, Fu-Quan Zhang\",\"doi\":\"10.1093/oncolo/oyaf329\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To compare the survival difference between 2018 International Federation of Gynecology and Obsterics (FIGO) stage IIB cervical cancer (CC) patients with Unilateral parametrial invasion (UL) and Bilateral parametrial invasion (BL) disease and explore the significant role of parametrial invasion (PI) in prognosis prediction.</p><p><strong>Methods: </strong>A total of 506 stage IIB CC patients were identified from the multi-center study and patients were divided into UL and BL groups according to gynecological and radiological examination. Survival outcomes were estimated and compared between two groups before and after Propensity Scoring Matching (PSM). The role of upper 2/3 vaginal invasion (VI) in impacting survival probability was also assessed. The random forest (RF) model was constructed and validated to select important features related to survival outcomes and predict prognosis for these patients. The SHapley Additive exPlanation (SHAP) was further introduced to provide better understanding towards the findings from RF model.</p><p><strong>Results: </strong>Significant better 5-year overall survival (OS) was observed among patients with UL disease whether before [BL : 61.7% (95%CI : 57.0%-66.4%); UL : 84.8% (95%CI : 82.4%-87.2%); HR = 2.83, 95%CI : 1.90-4.20, P < 0.001] or after PSM [BL : 61.3% (95%CI : 56.6%-66.0%); UL : 81.2% (95%CI : 77.3%-85.1%); HR = 2.51, 95%CI : 1.56-4.04, P < 0.001]. Similar findings could also be observed in terms of progression free survival (PFS). The presence of VI didn't significantly impair the survival probability whether in UL or BL group (All P > 0.05). RF model was constructed, which possessed decent predictive ability both in the training (AUC = 0.893; 95%CI : 0.874-0.912) and validation cohort (AUC = 0.879; 95%CI : 0.801-0.957). PI was identified to be the paramount feature in affecting the survival outcomes for stage IIB CC patients through the Beeswarm summary plot and bar chart in SHAP analysis.</p><p><strong>Conclusion: </strong>Our findings demonstrated that 2018 FIGO stage IIB CC patients with BL disease had worse prognosis than those with UL disease and PI was the most significant feature in prognosis prediction for these patients.</p>\",\"PeriodicalId\":54686,\"journal\":{\"name\":\"Oncologist\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Oncologist\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/oncolo/oyaf329\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Oncologist","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/oncolo/oyaf329","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

目的:比较2018年国际妇产联合会(FIGO) IIB期宫颈癌(CC)单侧参数浸润(UL)与双侧参数浸润(BL)患者的生存差异,探讨参数浸润(PI)在预后预测中的重要作用。方法:从多中心研究中确定506例IIB期CC患者,根据妇科和影像学检查将患者分为UL组和BL组。估计并比较两组在倾向评分匹配(PSM)前后的生存结果。还评估了上2/3阴道侵犯(VI)对生存率的影响。构建并验证随机森林(RF)模型,以选择与生存结果相关的重要特征并预测这些患者的预后。为了更好地理解RF模型的结果,进一步引入了SHapley加性解释(SHAP)。结果:UL疾病患者的5年总生存率(OS)明显优于BL前患者:61.7% (95%CI: 57.0% ~ 66.4%);Ul: 84.8% (95%ci: 82.4%-87.2%);Hr = 2.83, 95%ci: 1.90 ~ 4.20, p 0.05)。构建的RF模型在训练组(AUC = 0.893, 95%CI: 0.874 ~ 0.912)和验证组(AUC = 0.879, 95%CI: 0.801 ~ 0.957)均具有较好的预测能力。通过SHAP分析中的Beeswarm总结图和条形图,PI被确定为影响IIB期CC患者生存结果的最重要特征。结论:我们的研究结果表明,2018年FIGO ii期CC合并BL疾病患者的预后比合并UL疾病的患者差,PI是预测这些患者预后的最显著特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Different prognosis for stage IIB cervical cancer patients with unilateral or bilateral parametrial invasion treated with concurrent chemoradiotherapy.

Objective: To compare the survival difference between 2018 International Federation of Gynecology and Obsterics (FIGO) stage IIB cervical cancer (CC) patients with Unilateral parametrial invasion (UL) and Bilateral parametrial invasion (BL) disease and explore the significant role of parametrial invasion (PI) in prognosis prediction.

Methods: A total of 506 stage IIB CC patients were identified from the multi-center study and patients were divided into UL and BL groups according to gynecological and radiological examination. Survival outcomes were estimated and compared between two groups before and after Propensity Scoring Matching (PSM). The role of upper 2/3 vaginal invasion (VI) in impacting survival probability was also assessed. The random forest (RF) model was constructed and validated to select important features related to survival outcomes and predict prognosis for these patients. The SHapley Additive exPlanation (SHAP) was further introduced to provide better understanding towards the findings from RF model.

Results: Significant better 5-year overall survival (OS) was observed among patients with UL disease whether before [BL : 61.7% (95%CI : 57.0%-66.4%); UL : 84.8% (95%CI : 82.4%-87.2%); HR = 2.83, 95%CI : 1.90-4.20, P < 0.001] or after PSM [BL : 61.3% (95%CI : 56.6%-66.0%); UL : 81.2% (95%CI : 77.3%-85.1%); HR = 2.51, 95%CI : 1.56-4.04, P < 0.001]. Similar findings could also be observed in terms of progression free survival (PFS). The presence of VI didn't significantly impair the survival probability whether in UL or BL group (All P > 0.05). RF model was constructed, which possessed decent predictive ability both in the training (AUC = 0.893; 95%CI : 0.874-0.912) and validation cohort (AUC = 0.879; 95%CI : 0.801-0.957). PI was identified to be the paramount feature in affecting the survival outcomes for stage IIB CC patients through the Beeswarm summary plot and bar chart in SHAP analysis.

Conclusion: Our findings demonstrated that 2018 FIGO stage IIB CC patients with BL disease had worse prognosis than those with UL disease and PI was the most significant feature in prognosis prediction for these patients.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Oncologist
Oncologist 医学-肿瘤学
CiteScore
10.40
自引率
3.40%
发文量
309
审稿时长
3-8 weeks
期刊介绍: The Oncologist® is dedicated to translating the latest research developments into the best multidimensional care for cancer patients. Thus, The Oncologist is committed to helping physicians excel in this ever-expanding environment through the publication of timely reviews, original studies, and commentaries on important developments. We believe that the practice of oncology requires both an understanding of a range of disciplines encompassing basic science related to cancer, translational research, and clinical practice, but also the socioeconomic and psychosocial factors that determine access to care and quality of life and function following cancer treatment.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信