• 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

Ki-67作为新辅助化疗治疗的乳腺癌患者中一个存在争议的预测和预后标志物。

Ki-67 as a controversial predictive and prognostic marker in breast cancer patients treated with neoadjuvant chemotherapy.

作者信息

Ács Balázs, Zámbó Veronika, Vízkeleti Laura, Szász A Marcell, Madaras Lilla, Szentmártoni Gyöngyvér, Tőkés Tímea, Molnár Béla Á, Molnár István Artúr, Vári-Kakas Stefan, Kulka Janina, Tőkés Anna-Mária

机构信息

2nd Department of Pathology, Semmelweis University, 1091, Budapest, Üllői út 93, Hungary.

MTA-SE-NAP Brain Metastasis Research Group, Semmelweis University, Budapest, Hungary.

出版信息

Diagn Pathol. 2017 Feb 21;12(1):20. doi: 10.1186/s13000-017-0608-5.

DOI:10.1186/s13000-017-0608-5
PMID:28222768
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5320658/
Abstract

BACKGROUND

Studies have partly demonstrated the clinical validity of Ki-67 as a predictive marker in the neoadjuvant setting, but the question of the best cut-off points as well as the importance of this marker as a prognostic factor in partial responder/non-responder groups remains uncertain.

METHODS

One hundred twenty patients diagnosed with invasive breast cancer and treated with neoadjuvant chemotherapy (NAC) between 2002 and 2013 were retrospectively recruited to this study. The optimal cut-off value for Ki-67 labeling index (LI) to discriminate response to treatment was assessed by receiver operating characteristic (ROC) curve analysis. Kaplan-Meier curve estimation, log-rank test and cox regression analysis were carried out to reveal the association between Ki-67 categories and survival (DMFS = Distant metastases-free survival, OS = Overall survival).

RESULTS

Twenty three out of 120 patients (19.2%) achieved pathologic complete remission (pCR), whereas partial remission (pPR) and no response (pNR) to neoadjuvant chemotherapy (NAC) was detected in 60.8% and 20.0%, respectively. The distribution of subtypes showed a significant difference in pathological response groups (p < 0.001). Most of the TNBC cases were represented in pCR group. The most relevant cut-off value for the Ki-67 distinguishing pCR from pNR cases was 20% (p = 0.002). No significant threshold for Ki-67 was found regarding DMFS (p = 0.208). Considering OS, the optimal cut-off point occurred at 15% Ki-67 (p = 0.006). The pPR group represented a significant Ki-67 threshold at 30% regarding OS (p = 0.001). Ki-67 and pPR subgroups were not significantly associated (p = 0.653). For prognosis prediction, Ki-67 at 30% cut-off value (p = 0.040) furthermore subtype (p = 0.037) as well as pathological response (p = 0.044) were suitable to separate patients into good and unfavorable prognosis cohorts regarding OS. However, in multivariate analyses, only Ki-67 at 30% threshold (p = 0.029), and subtype (p = 0.008) were independently linked to OS.

CONCLUSIONS

NAC is more efficient in tumors with at least 20% Ki-67 LI. Both Ki-67 LI and subtype showed a significant association with pathological response. Ki-67 LI represented independent prognostic potential to OS in our neoadjuvant patient cohort, while pathological response did not. Additionally, our data also suggest that if a tumor is non-responder to NAC, increased Ki-67 is a poor prognostic marker.

摘要

背景

研究部分证明了Ki-67作为新辅助治疗中预测标志物的临床有效性,但最佳临界值问题以及该标志物在部分缓解/未缓解组中作为预后因素的重要性仍不确定。

方法

回顾性纳入2002年至2013年间120例诊断为浸润性乳腺癌并接受新辅助化疗(NAC)的患者。通过受试者工作特征(ROC)曲线分析评估用于区分治疗反应的Ki-67标记指数(LI)的最佳临界值。进行Kaplan-Meier曲线估计、对数秩检验和Cox回归分析,以揭示Ki-67类别与生存(无远处转移生存期(DMFS)=无远处转移生存期,总生存期(OS)=总生存期)之间的关联。

结果

120例患者中有23例(19.2%)达到病理完全缓解(pCR),而新辅助化疗(NAC)的部分缓解(pPR)和无反应(pNR)分别为60.8%和20.0%。亚型分布在病理反应组中存在显著差异(p<0.001)。大多数三阴性乳腺癌病例出现在pCR组中。区分pCR和pNR病例的Ki-67最相关临界值为20%(p=0.002)。未发现Ki-67关于DMFS的显著临界值(p=0.208)。考虑OS时,最佳临界值出现在Ki-67为15%时(p=0.006)。pPR组在OS方面Ki-67临界值为30%时有显著意义(p=0.001)。Ki-67与pPR亚组无显著关联(p=0.653)。对于预后预测,Ki-67临界值为30%(p=0.040)、亚型(p=0.037)以及病理反应(p=0.044)适合将患者分为OS预后良好和不良的队列。然而,在多变量分析中,只有Ki-67临界值为30%(p=0.029)和亚型(p=0.008)与OS独立相关。

结论

NAC对Ki-67 LI至少为20%的肿瘤更有效。Ki-67 LI和亚型均与病理反应显著相关。在我们的新辅助患者队列中,Ki-67 LI对OS具有独立的预后潜力,而病理反应则没有。此外,我们的数据还表明,如果肿瘤对NAC无反应,Ki-67升高是不良预后标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/927b5e5db844/13000_2017_608_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/7c87004200f7/13000_2017_608_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/500df82e1792/13000_2017_608_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/5ca984fb25a5/13000_2017_608_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/927b5e5db844/13000_2017_608_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/7c87004200f7/13000_2017_608_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/500df82e1792/13000_2017_608_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/5ca984fb25a5/13000_2017_608_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5278/5320658/927b5e5db844/13000_2017_608_Fig4_HTML.jpg

相似文献

1
Ki-67 as a controversial predictive and prognostic marker in breast cancer patients treated with neoadjuvant chemotherapy.Ki-67作为新辅助化疗治疗的乳腺癌患者中一个存在争议的预测和预后标志物。
Diagn Pathol. 2017 Feb 21;12(1):20. doi: 10.1186/s13000-017-0608-5.
2
Prognostic value of Ki67 expression in HR-negative breast cancer before and after neoadjuvant chemotherapy.新辅助化疗前后Ki67表达在HR阴性乳腺癌中的预后价值
Int J Clin Exp Pathol. 2014 Sep 15;7(10):6862-70. eCollection 2014.
3
Obesity is an independent prognostic factor of decreased pathological complete response to neoadjuvant chemotherapy in breast cancer patients.肥胖是乳腺癌患者对新辅助化疗的病理完全缓解率降低的独立预后因素。
Breast. 2017 Apr;32:237-244. doi: 10.1016/j.breast.2016.05.013. Epub 2016 Jun 16.
4
Prognostic assessment of breast carcinoma submitted to neoadjuvant chemotherapy with pathological non-complete response.新辅助化疗后病理不完全缓解的乳腺癌预后评估。
BMC Cancer. 2019 Jun 17;19(1):601. doi: 10.1186/s12885-019-5812-0.
5
Neoadjuvant chemotherapy in triple-negative breast cancer: A multicentric retrospective observational study in real-life setting.三阴性乳腺癌的新辅助化疗:一项真实环境下的多中心回顾性观察研究。
J Cell Physiol. 2018 Mar;233(3):2313-2323. doi: 10.1002/jcp.26103. Epub 2017 Sep 27.
6
Prognostic significance of pathologic complete response and Ki67 expression after neoadjuvant chemotherapy in breast cancer.新辅助化疗后病理完全缓解和Ki67表达在乳腺癌中的预后意义
Breast Cancer. 2015 Mar;22(2):185-91. doi: 10.1007/s12282-013-0474-2. Epub 2013 May 5.
7
Ki67, chemotherapy response, and prognosis in breast cancer patients receiving neoadjuvant treatment.Ki67、化疗反应与接受新辅助治疗的乳腺癌患者的预后。
BMC Cancer. 2011 Nov 14;11:486. doi: 10.1186/1471-2407-11-486.
8
A prognostic model based on combining estrogen receptor expression and Ki-67 value after neoadjuvant chemotherapy predicts clinical outcome in locally advanced breast cancer: extension and analysis of a previously reported cohort of patients.基于新辅助化疗后雌激素受体表达和 Ki-67 值相结合的预后模型预测局部晚期乳腺癌的临床结局:对先前报道的患者队列的扩展和分析。
Eur J Surg Oncol. 2013 Oct;39(10):1046-52. doi: 10.1016/j.ejso.2013.06.024. Epub 2013 Jul 26.
9
Different prognostic significance of Ki-67 change between pre- and post-neoadjuvant chemotherapy in various subtypes of breast cancer.不同亚型乳腺癌新辅助化疗前后 Ki-67 变化的预后意义不同。
Breast Cancer Res Treat. 2013 Jan;137(1):203-12. doi: 10.1007/s10549-012-2344-6. Epub 2012 Nov 27.
10
Ki-67 labeling index as a predictor of response to neoadjuvant chemotherapy in breast cancer.Ki-67标记指数作为乳腺癌新辅助化疗反应的预测指标
Jpn J Clin Oncol. 2019 Apr 1;49(4):329-338. doi: 10.1093/jjco/hyz012.

引用本文的文献

1
Safety and efficacy of docosahexaenoic acid supplementation during neoadjuvant breast cancer therapy: Findings from the phase II, double-blind, randomized controlled DHA-WIN trial.新辅助乳腺癌治疗期间补充二十二碳六烯酸的安全性和有效性:II期双盲随机对照DHA-WIN试验的结果
Int J Cancer. 2025 Oct 1;157(7):1405-1419. doi: 10.1002/ijc.35517. Epub 2025 Jun 9.
2
PET/CT Radiomics Integrated with Clinical Indexes as a Tool to Predict Ki67 in Breast Cancer: a Pilot Study.将PET/CT影像组学与临床指标相结合作为预测乳腺癌Ki67的工具:一项初步研究
Nucl Med Mol Imaging. 2025 Jun;59(3):164-173. doi: 10.1007/s13139-024-00896-9. Epub 2024 Nov 29.
3

本文引用的文献

1
Relationship between Complete Pathologic Response to Neoadjuvant Chemotherapy and Survival in Triple-Negative Breast Cancer.新辅助化疗完全病理缓解与三阴性乳腺癌生存的关系。
Clin Cancer Res. 2016 Jan 1;22(1):26-33. doi: 10.1158/1078-0432.CCR-14-3304. Epub 2015 Aug 18.
2
Strategies for developing Ki67 as a useful biomarker in breast cancer.将Ki67开发为乳腺癌有用生物标志物的策略。
Breast. 2015 Nov;24 Suppl 2:S67-72. doi: 10.1016/j.breast.2015.07.017. Epub 2015 Aug 14.
3
Standardization of pathologic evaluation and reporting of postneoadjuvant specimens in clinical trials of breast cancer: recommendations from an international working group.
Interpretable model based on MRI radiomics to predict the expression of Ki-67 in breast cancer.
基于MRI影像组学的可解释模型预测乳腺癌中Ki-67的表达
Sci Rep. 2025 Apr 17;15(1):13318. doi: 10.1038/s41598-025-97247-1.
4
A comprehensive analysis of the prognostic value, expression characteristics and immune correlation of MKI67 in cancers.MKI67在癌症中的预后价值、表达特征及免疫相关性的综合分析
Front Immunol. 2025 Feb 24;16:1531708. doi: 10.3389/fimmu.2025.1531708. eCollection 2025.
5
Evaluating the Tumor Burden, Histological Changes, and Immune Landscape of Breast Cancer Post-neoadjuvant Chemotherapy: Insights From 50 Cases.评估新辅助化疗后乳腺癌的肿瘤负荷、组织学变化及免疫格局:来自50例病例的见解
Cureus. 2025 Mar 8;17(3):e80258. doi: 10.7759/cureus.80258. eCollection 2025 Mar.
6
The prognostic value of changes in Ki67 following neoadjuvant chemotherapy in residual triple-negative breast cancer: a Swedish nationwide registry-based study.新辅助化疗后残留三阴性乳腺癌中Ki67变化的预后价值:一项基于瑞典全国登记处的研究
Breast Cancer Res Treat. 2025 Apr;210(3):719-736. doi: 10.1007/s10549-025-07610-z. Epub 2025 Jan 12.
7
Multiomics and single-cell sequencings reveal the specific biological characteristics of low Ki-67 triple-negative breast cancer.多组学和单细胞测序揭示了低Ki-67三阴性乳腺癌的特定生物学特征。
Cancer Innov. 2024 Sep 19;3(5):e146. doi: 10.1002/cai2.146. eCollection 2024 Oct.
8
Evaluation of cleaved caspase-3 and Ki-67 index on diagnostic biopsy in response to neoadjuvant chemotherapy in the context of post-treatment tumour ypT stage, ypN stage, grade, and molecular subtype.在治疗后肿瘤ypT分期、ypN分期、分级及分子亚型背景下,评估诊断性活检中裂解型半胱天冬酶-3和Ki-67指数对新辅助化疗的反应。
Prz Menopauzalny. 2024 Mar;23(1):31-40. doi: 10.5114/pm.2024.136962. Epub 2024 Mar 28.
9
Potential biomarkers in breast cancer drug development: application of the biomarker qualification evidentiary framework.乳腺癌药物研发中的潜在生物标志物:生物标志物资格认定证据框架的应用。
Biomark Med. 2024;18(6):265-277. doi: 10.2217/bmm-2023-0048. Epub 2024 Mar 15.
10
Ki-67 Change in Anthracyline-containing Neoadjuvant Chemotherapy Response in Breast Cancer.蒽环类药物新辅助化疗反应中 Ki-67 的变化与乳腺癌。
Curr Med Sci. 2024 Feb;44(1):156-167. doi: 10.1007/s11596-023-2824-4. Epub 2024 Feb 2.
乳腺癌新辅助治疗后标本临床研究中病理评估和报告的标准化:国际工作组的建议。
Mod Pathol. 2015 Sep;28(9):1185-201. doi: 10.1038/modpathol.2015.74. Epub 2015 Jul 24.
4
Early Surrogate Markers of Treatment Activity: Where Are We Now?治疗活性的早期替代标志物:我们目前的进展如何?
J Natl Cancer Inst Monogr. 2015 May;2015(51):24-8. doi: 10.1093/jncimonographs/lgv002.
5
Serial expression analysis of breast tumors during neoadjuvant chemotherapy reveals changes in cell cycle and immune pathways associated with recurrence and response.新辅助化疗期间乳腺肿瘤的系列表达分析揭示了与复发和反应相关的细胞周期和免疫途径的变化。
Breast Cancer Res. 2015 May 29;17(1):73. doi: 10.1186/s13058-015-0582-3.
6
Recommendations for standardized pathological characterization of residual disease for neoadjuvant clinical trials of breast cancer by the BIG-NABCG collaboration.BIG-NABCG合作组关于乳腺癌新辅助临床试验中残留病灶标准化病理特征的建议。
Ann Oncol. 2015 Jul;26(7):1280-91. doi: 10.1093/annonc/mdv161. Epub 2015 May 27.
7
Can pathologic complete response (pCR) be used as a surrogate marker of survival after neoadjuvant therapy for breast cancer?病理完全缓解(pCR)能否作为乳腺癌新辅助治疗后生存的替代标志物?
Crit Rev Oncol Hematol. 2015 Jul;95(1):88-104. doi: 10.1016/j.critrevonc.2015.02.011. Epub 2015 Mar 4.
8
Ki67--no evidence for its use in node-positive breast cancer.Ki67--在淋巴结阳性乳腺癌中无应用证据。
Nat Rev Clin Oncol. 2015 May;12(5):296-301. doi: 10.1038/nrclinonc.2015.46. Epub 2015 Mar 17.
9
Standardized Ki67 Diagnostics Using Automated Scoring--Clinical Validation in the GeparTrio Breast Cancer Study.采用自动化评分的 Ki67 标准化诊断——GeparTrio 乳腺癌研究中的临床验证。
Clin Cancer Res. 2015 Aug 15;21(16):3651-7. doi: 10.1158/1078-0432.CCR-14-1283. Epub 2014 Dec 11.
10
Pathological non-response to chemotherapy in a neoadjuvant setting of breast cancer: an inter-institutional study.乳腺癌新辅助治疗中对化疗的病理无反应:一项机构间研究。
Breast Cancer Res Treat. 2014 Dec;148(3):511-23. doi: 10.1007/s10549-014-3192-3. Epub 2014 Nov 14.