• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于对数优势阳性淋巴结的预测模型能有效预测 III 期结肠癌的预后,并指导术后辅助化疗时间:一项多中心回顾性队列研究。

A log odds of positive lymph nodes-based predictive model effectively forecasts prognosis and guides postoperative adjuvant chemotherapy duration in stage III colon cancer: a multi-center retrospective cohort study.

机构信息

Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicineof Colorectal Surgery, Sun Yat-Sen University Cancer CenterState Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China.

Medical College, Shaoguan University, Shaoguan, Guangdong, 512005, People's Republic of China.

出版信息

BMC Cancer. 2024 Sep 2;24(1):1088. doi: 10.1186/s12885-024-12875-6.

DOI:10.1186/s12885-024-12875-6
PMID:39223610
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11370012/
Abstract

BACKGROUND

The log odds of positive lymph nodes (LODDS) was considered a superior staging system to N stage in colon cancer, yet its value in determining the optimal duration of adjuvant chemotherapy for stage III colon cancer patients has not been evaluated. This study aims to assess the prognostic value of a model that combines LODDS with clinicopathological information for stage III colon cancer patients and aims to stratify these patients using the model, identifying individuals who could benefit from varying durations of adjuvant chemotherapy.

METHOD

A total of 663 consecutive patients diagnosed with stage III colon cancer, who underwent colon tumor resection between November 2007 and June 2020 at Sun Yat-sen University Cancer Center and Longyan First Affiliated Hospital of Fujian Medical University, were enrolled in this study. Survival outcomes were analyzed using Kaplan-Meier, Cox regression. Nomograms were developed to forecast patient DFS, with the Area Under the Curve (AUC) values of time-dependent Receiver Operating Characteristic (timeROC) and calibration plots utilized to assess the accuracy and reliability of the nomograms.

RESULTS

Multivariate analysis revealed that perineural invasion (HR = 1.776, 95% CI: 1.052-3.003, P = 0.032), poor tumor differentiation (HR = 1.638, 95% CI: 1.084-2.475, P = 0.019), and LODDS groupings of 2 and 1 (HR = 1.920, 95% CI: 1.297-2.842, P = 0.001) were independent predictors of disease-free survival (DFS) in the training cohort. Nomograms constructed from LODDS, perineural invasion, and poor tumor differentiation demonstrated robust predictive performance for 3-year and 5-year DFS in both training (3-year AUC = 0.706, 5-year AUC = 0.678) and validation cohorts (3-year AUC = 0.744, 5-year AUC = 0.762). Stratification according to this model showed that patients in the high-risk group derived significant benefit from completing 8 cycles of chemotherapy (training cohort, 82.97% vs 67.17%, P = 0.013; validation cohort, 89.49% vs 63.97%, P = 0.030).

CONCLUSION

The prognostic model, integrating LODDS, pathological differentiation, and neural invasion, demonstrates strong predictive accuracy for stage III colon cancer prognosis. Moreover, stratification via this model offers valuable insights into optimal durations of postoperative adjuvant chemotherapy.

摘要

背景

在结肠癌中,淋巴结阳性对数比(LODDS)被认为是优于 N 分期的分期系统,但它在确定 III 期结肠癌患者辅助化疗最佳持续时间方面的价值尚未得到评估。本研究旨在评估一种结合 LODDS 与临床病理信息的模型在 III 期结肠癌患者中的预后价值,并通过该模型对这些患者进行分层,确定可以从不同持续时间的辅助化疗中获益的个体。

方法

共纳入 2007 年 11 月至 2020 年 6 月期间在中山大学肿瘤防治中心和福建医科大学附属龙岩第一医院接受结肠癌肿瘤切除术的 663 例连续确诊为 III 期结肠癌的患者。使用 Kaplan-Meier、Cox 回归分析生存结局。建立列线图预测患者无病生存期(DFS),采用时间依赖性Receiver Operating Characteristic(timeROC)的曲线下面积(AUC)值和校准图评估列线图的准确性和可靠性。

结果

多因素分析显示,神经周围侵犯(HR=1.776,95%CI:1.052-3.003,P=0.032)、肿瘤分化不良(HR=1.638,95%CI:1.084-2.475,P=0.019)和 LODDS 分组 2 和 1(HR=1.920,95%CI:1.297-2.842,P=0.001)是训练队列中无病生存(DFS)的独立预测因子。基于 LODDS、神经周围侵犯和肿瘤分化不良构建的列线图在训练队列(3 年 AUC=0.706,5 年 AUC=0.678)和验证队列(3 年 AUC=0.744,5 年 AUC=0.762)中对 3 年和 5 年 DFS 均具有良好的预测性能。根据该模型进行分层显示,高危组患者完成 8 个周期化疗获益显著(训练队列,82.97%比 67.17%,P=0.013;验证队列,89.49%比 63.97%,P=0.030)。

结论

该整合 LODDS、病理分化和神经侵犯的预后模型对 III 期结肠癌的预后具有较强的预测准确性。此外,通过该模型进行分层为确定术后辅助化疗的最佳持续时间提供了有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/cd29499ba46a/12885_2024_12875_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/eaa7a8c43097/12885_2024_12875_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/e1cd44778ee2/12885_2024_12875_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/009f9adae266/12885_2024_12875_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/4519005eea91/12885_2024_12875_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/cd29499ba46a/12885_2024_12875_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/eaa7a8c43097/12885_2024_12875_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/e1cd44778ee2/12885_2024_12875_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/009f9adae266/12885_2024_12875_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/4519005eea91/12885_2024_12875_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8869/11370012/cd29499ba46a/12885_2024_12875_Fig5_HTML.jpg

相似文献

1
A log odds of positive lymph nodes-based predictive model effectively forecasts prognosis and guides postoperative adjuvant chemotherapy duration in stage III colon cancer: a multi-center retrospective cohort study.基于对数优势阳性淋巴结的预测模型能有效预测 III 期结肠癌的预后,并指导术后辅助化疗时间:一项多中心回顾性队列研究。
BMC Cancer. 2024 Sep 2;24(1):1088. doi: 10.1186/s12885-024-12875-6.
2
[Impact of perineural invasion upon chemotherapy duration and survival benefit in stageⅢ colon cancer].[神经周围浸润对Ⅲ期结肠癌化疗疗程及生存获益的影响]
Zhonghua Wei Chang Wai Ke Za Zhi. 2025 Jan 25;28(1):58-66. doi: 10.3760/cma.j.cn441530-20240508-00170.
3
Value of the log odds of positive lymph nodes for prognostic assessment of colon mucinous adenocarcinoma: Analysis and external validation.淋巴结阳性对数优势在结直肠黏液腺癌预后评估中的价值:分析及外部验证。
Cancer Med. 2021 Dec;10(23):8542-8557. doi: 10.1002/cam4.4366. Epub 2021 Nov 18.
4
Evaluation on prognostic efficacy of lymph nodes ratio (LNR) and log odds of positive lymph nodes (LODDS) in complicated colon cancer: the first study in emergency surgery.评价淋巴结比率(LNR)和阳性淋巴结对数优势(LODDS)在复杂结肠癌预后疗效中的价值:急诊手术中的首次研究。
World J Surg Oncol. 2018 Sep 13;16(1):186. doi: 10.1186/s12957-018-1483-6.
5
Lymphovascular invasion represents a superior prognostic and predictive pathological factor of the duration of adjuvant chemotherapy for stage III colon cancer patients.淋巴管浸润和血管浸润是预测 III 期结肠癌患者辅助化疗持续时间的预后和预测性病理因素。
BMC Cancer. 2023 Jan 3;23(1):3. doi: 10.1186/s12885-022-10416-7.
6
Log odds of positive lymph nodes is prognostically equivalent to lymph node ratio in non-metastatic colon cancer.阳性淋巴结的对数比值与非转移性结肠癌的淋巴结比值具有同等的预后价值。
BMC Cancer. 2020 Aug 14;20(1):762. doi: 10.1186/s12885-020-07260-y.
7
Pathomics Signature for Prognosis and Chemotherapy Benefits in Stage III Colon Cancer.III 期结肠癌的预后和化疗获益的病理组学特征。
JAMA Surg. 2024 May 1;159(5):519-528. doi: 10.1001/jamasurg.2023.8015.
8
The impact of log odds of positive lymph nodes (LODDS) in colon and rectal cancer patient stratification: a single-center analysis of 323 patients.阳性淋巴结对数比值(LODDS)在结肠癌和直肠癌患者分层中的影响:323例患者的单中心分析
Updates Surg. 2018 Mar;70(1):23-31. doi: 10.1007/s13304-018-0519-3. Epub 2018 Mar 2.
9
[The relationship between the index of lymph node metastasis and the prognosis of pancreatic cancer patients after R0 resection].[淋巴结转移指数与胰腺癌患者R0切除术后预后的关系]
Zhonghua Zhong Liu Za Zhi. 2020 Jun 23;42(6):474-479. doi: 10.3760/cma.j.cn112152-20191125-00760.
10
The Log Odds of Positive Lymph Nodes Stratifies and Predicts Survival of High-Risk Individuals Among Stage III Rectal Cancer Patients.阳性淋巴结的对数比值对Ⅲ期直肠癌患者中的高危个体进行分层并预测其生存情况。
Oncologist. 2016 Apr;21(4):425-32. doi: 10.1634/theoncologist.2015-0441. Epub 2016 Mar 14.

引用本文的文献

1
Impact of preoperative abdominal MRI staging on outcomes for stage II-III colon cancer: a propensity score-matched cohort study.术前腹部MRI分期对II-III期结肠癌预后的影响:一项倾向评分匹配队列研究。
BMC Cancer. 2025 Aug 8;25(1):1283. doi: 10.1186/s12885-025-14652-5.
2
Impact of the log odds of positive lymph nodes on the prognosis in pathological stage 3 patients with obstructive colorectal cancer treated with colonic stents: a retrospective multicenter study in Japan.阳性淋巴结对数比在接受结肠支架治疗的梗阻性结直肠癌病理3期患者预后中的影响:日本一项回顾性多中心研究
Surg Today. 2025 May 15. doi: 10.1007/s00595-025-03064-4.
3

本文引用的文献

1
Early MRD predicts disease recurrence and benefit from adjuvant chemotherapy in CRC.早期微小残留病可预测结直肠癌的疾病复发及辅助化疗的获益情况。
Nat Rev Clin Oncol. 2023 Mar;20(3):137. doi: 10.1038/s41571-023-00737-2.
2
Log Odds of Positive Lymph Nodes (LODDS) as an Independent Predictor of Overall Survival Following Radical Cystectomy in Urothelial Bladder Cancer: Time to Rethink Conventional Node Staging.淋巴结阳性对数比(LODDS)作为膀胱癌根治性膀胱切除术后总生存的独立预测因素:重新考虑传统淋巴结分期的时候到了。
Clin Genitourin Cancer. 2023 Jun;21(3):e175-e181. doi: 10.1016/j.clgc.2022.12.001. Epub 2022 Dec 7.
3
Number of negative lymph nodes with a positive impact on survival of stage III colon cancer; a retrospective observation study for right side and left side colon.
Construction and validation of a nomogram based on the log odds of positive lymph nodes to predict the prognosis of T1 gastric cancer.
基于阳性淋巴结对数几率构建并验证列线图以预测T1期胃癌的预后
Sci Rep. 2025 Mar 5;15(1):7788. doi: 10.1038/s41598-025-91265-9.
4
Tumor aggression-defense index-a novel indicator to predicts recurrence and survival in stage II-III colorectal cancer.肿瘤侵袭防御指数——预测Ⅱ-Ⅲ期结直肠癌复发和生存的新型指标。
J Transl Med. 2025 Jan 22;23(1):107. doi: 10.1186/s12967-025-06141-x.
影响 III 期结肠癌患者生存的阳性淋巴结数量;右半结肠和左半结肠的回顾性观察研究。
BMC Cancer. 2022 Jan 31;22(1):126. doi: 10.1186/s12885-021-09154-z.
4
Value of the log odds of positive lymph nodes for prognostic assessment of colon mucinous adenocarcinoma: Analysis and external validation.淋巴结阳性对数优势在结直肠黏液腺癌预后评估中的价值:分析及外部验证。
Cancer Med. 2021 Dec;10(23):8542-8557. doi: 10.1002/cam4.4366. Epub 2021 Nov 18.
5
Dynamic monitoring of circulating tumor DNA to predict prognosis and efficacy of adjuvant chemotherapy after resection of colorectal liver metastases.动态监测循环肿瘤 DNA 预测结直肠肝转移切除术后辅助化疗的预后和疗效。
Theranostics. 2021 May 12;11(14):7018-7028. doi: 10.7150/thno.59644. eCollection 2021.
6
A Novel Prognostic Model and Practical Nomogram for Predicting the Outcomes of Colorectal Cancer: Based on Tumor Biomarkers and Log Odds of Positive Lymph Node Scheme.一种用于预测结直肠癌预后的新型模型及实用列线图:基于肿瘤生物标志物和阳性淋巴结方案的对数优势比
Front Oncol. 2021 Apr 16;11:661040. doi: 10.3389/fonc.2021.661040. eCollection 2021.
7
Colon Cancer, Version 2.2021, NCCN Clinical Practice Guidelines in Oncology.结肠癌临床实践指南(2021 年第 2 版),NCCN 肿瘤学临床实践指南。
J Natl Compr Canc Netw. 2021 Mar 2;19(3):329-359. doi: 10.6004/jnccn.2021.0012.
8
ctDNA and Adjuvant Therapy for Colorectal Cancer: Time to Re-Invent Our Treatment Paradigm.循环肿瘤DNA与结直肠癌辅助治疗:是时候重塑我们的治疗模式了。
Cancers (Basel). 2021 Jan 19;13(2):346. doi: 10.3390/cancers13020346.
9
A new prognostic and predictive tool for shared decision making in stage III colon cancer.一种用于 III 期结肠癌患者共同决策的新预后和预测工具。
Eur J Cancer. 2020 Oct;138:182-188. doi: 10.1016/j.ejca.2020.07.031. Epub 2020 Sep 3.
10
Log odds of positive lymph nodes is prognostically equivalent to lymph node ratio in non-metastatic colon cancer.阳性淋巴结的对数比值与非转移性结肠癌的淋巴结比值具有同等的预后价值。
BMC Cancer. 2020 Aug 14;20(1):762. doi: 10.1186/s12885-020-07260-y.