• 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

鉴定基质ColXα1和肿瘤浸润淋巴细胞作为雌激素受体阳性/人表皮生长因子受体2阳性乳腺癌新辅助治疗的潜在预测标志物。

Identification of stromal ColXα1 and tumor-infiltrating lymphocytes as putative predictive markers of neoadjuvant therapy in estrogen receptor-positive/HER2-positive breast cancer.

作者信息

Brodsky Alexander S, Xiong Jinjun, Yang Dongfang, Schorl Christoph, Fenton Mary Anne, Graves Theresa A, Sikov William M, Resnick Murray B, Wang Yihong

机构信息

Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, USA.

Department of Pathology, Rhode Island Hospital and Lifespan Medical Center, Providence, RI, 02903, USA.

出版信息

BMC Cancer. 2016 Apr 18;16:274. doi: 10.1186/s12885-016-2302-5.

DOI:10.1186/s12885-016-2302-5
PMID:27090210
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4835834/
Abstract

BACKGROUND

The influence of the tumor microenvironment and tumor-stromal interactions on the heterogeneity of response within breast cancer subtypes have just begun to be explored. This study focuses on patients with estrogen receptor-positive/human epidermal growth factor receptor 2-positive (ER+/HER2+) breast cancer receiving neoadjuvant chemotherapy and HER2-targeted therapy (NAC+H), and was designed to identify novel predictive biomarkers by combining gene expression analysis and immunohistochemistry with pathologic response.

METHODS

We performed gene expression profiling on pre-NAC+H tumor samples from responding (no or minimal residual disease at surgery) and non-responding patients. Gene set enrichment analysis identified potentially relevant pathways, and immunohistochemical staining of pre-treatment biopsies was used to measure protein levels of those pathways, which were correlated with pathologic response in both univariate and multivariate analysis.

RESULTS

Increased expression of genes encoding for stromal collagens, including Col10A1, and reduced expression of immune-associated genes, reflecting lower levels of total tumor-infiltrating lymphocytes (TILs), were strongly associated with poor pathologic response. Lower TILs in tumor biopsies correlated with reduced likelihood of achieving an optimal pathologic response, but increased expression of the Col10A1 gene product, colXα1, had greater predictive value than stromal abundance for poor response (OR = 18.9, p = 0.003), and the combination of increased colXα1 expression and low TILs was significantly associated with poor response in multivariate analysis. ROC analysis suggests strong specificity and sensitivity for this combination in predicting treatment response.

CONCLUSIONS

Increased expression of stromal colXα1 and low TILs correlate with poor pathologic response in ER+/HER2+ breast tumors. Further studies are needed to confirm their predictive value and impact on long-term outcomes, and to determine whether this collagen exerts a protective effect on the cancer cells or simply reflects other factors within the tumor microenvironment.

摘要

背景

肿瘤微环境和肿瘤-基质相互作用对乳腺癌亚型内反应异质性的影响刚刚开始被探索。本研究聚焦于接受新辅助化疗和HER2靶向治疗(NAC+H)的雌激素受体阳性/人表皮生长因子受体2阳性(ER+/HER2+)乳腺癌患者,旨在通过将基因表达分析、免疫组织化学与病理反应相结合来鉴定新的预测生物标志物。

方法

我们对反应良好(手术时无或仅有少量残留疾病)和反应不佳患者的NAC+H治疗前肿瘤样本进行了基因表达谱分析。基因集富集分析确定了潜在相关通路,预处理活检组织的免疫组织化学染色用于测量这些通路的蛋白水平,在单变量和多变量分析中这些蛋白水平与病理反应相关。

结果

编码包括Col10A1在内的基质胶原蛋白的基因表达增加,以及免疫相关基因表达降低,反映出肿瘤浸润淋巴细胞(TILs)总数较低,这与病理反应不佳密切相关。肿瘤活检中较低的TILs与获得最佳病理反应的可能性降低相关,但Col10A1基因产物colXα1的表达增加对反应不佳的预测价值高于基质丰度(OR = 18.9,p = 0.003),在多变量分析中,colXα1表达增加和TILs低的组合与反应不佳显著相关。ROC分析表明该组合在预测治疗反应方面具有很强的特异性和敏感性。

结论

基质colXα1表达增加和TILs低与ER+/HER2+乳腺肿瘤的病理反应不佳相关。需要进一步研究以证实它们的预测价值及其对长期结局的影响,并确定这种胶原蛋白是否对癌细胞发挥保护作用或仅仅反映肿瘤微环境中的其他因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/c3c6f090d8e0/12885_2016_2302_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/9381dc478292/12885_2016_2302_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/a9dd89cdc677/12885_2016_2302_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/fa0fd84a898e/12885_2016_2302_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/e0c0af98adec/12885_2016_2302_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/c3c6f090d8e0/12885_2016_2302_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/9381dc478292/12885_2016_2302_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/a9dd89cdc677/12885_2016_2302_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/fa0fd84a898e/12885_2016_2302_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/e0c0af98adec/12885_2016_2302_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a32/4835834/c3c6f090d8e0/12885_2016_2302_Fig5_HTML.jpg

相似文献

1
Identification of stromal ColXα1 and tumor-infiltrating lymphocytes as putative predictive markers of neoadjuvant therapy in estrogen receptor-positive/HER2-positive breast cancer.鉴定基质ColXα1和肿瘤浸润淋巴细胞作为雌激素受体阳性/人表皮生长因子受体2阳性乳腺癌新辅助治疗的潜在预测标志物。
BMC Cancer. 2016 Apr 18;16:274. doi: 10.1186/s12885-016-2302-5.
2
Stromal ColXα1 expression correlates with tumor-infiltrating lymphocytes and predicts adjuvant therapy outcome in ER-positive/HER2-positive breast cancer.基质 ColXα1 的表达与肿瘤浸润淋巴细胞相关,并可预测 ER 阳性/HER2 阳性乳腺癌的辅助治疗结果。
BMC Cancer. 2019 Nov 1;19(1):1036. doi: 10.1186/s12885-019-6134-y.
3
ColXα1 is a stromal component that colocalizes with elastin in the breast tumor extracellular matrix.ColXα1 是一种基质成分,与弹性蛋白在乳腺肿瘤细胞外基质中共定位。
J Pathol Clin Res. 2019 Jan;5(1):40-52. doi: 10.1002/cjp2.115. Epub 2018 Nov 1.
4
Optimal threshold for stromal tumor-infiltrating lymphocytes: its predictive and prognostic value in HER2-positive breast cancer treated with trastuzumab-based neoadjuvant chemotherapy.基质肿瘤浸润淋巴细胞的最佳阈值:其在接受曲妥珠单抗新辅助化疗的HER2阳性乳腺癌中的预测和预后价值
Breast Cancer Res Treat. 2015 Nov;154(2):239-49. doi: 10.1007/s10549-015-3617-7. Epub 2015 Oct 26.
5
Comparisons of tumor-infiltrating lymphocyte levels and the 21-gene recurrence score in ER-positive/HER2-negative breast cancer.比较 ER 阳性/HER2 阴性乳腺癌的肿瘤浸润淋巴细胞水平和 21 基因复发评分。
BMC Cancer. 2018 Mar 24;18(1):320. doi: 10.1186/s12885-018-4228-6.
6
Tumour-infiltrating lymphocytes (TILs)-related genomic signature predicts chemotherapy response in breast cancer.肿瘤浸润淋巴细胞(TILs)相关基因组特征可预测乳腺癌的化疗反应。
Breast Cancer Res Treat. 2018 Jan;167(1):39-47. doi: 10.1007/s10549-017-4502-3. Epub 2017 Sep 13.
7
Tumour-infiltrating lymphocytes and prognosis in different subtypes of breast cancer: a pooled analysis of 3771 patients treated with neoadjuvant therapy.浸润淋巴细胞与不同亚型乳腺癌患者预后的关系:新辅助化疗治疗 3771 例患者的汇总分析
Lancet Oncol. 2018 Jan;19(1):40-50. doi: 10.1016/S1470-2045(17)30904-X. Epub 2017 Dec 7.
8
A nomogram to predict pathologic complete response (pCR) and the value of tumor-infiltrating lymphocytes (TILs) for prediction of response to neoadjuvant chemotherapy (NAC) in breast cancer patients.预测乳腺癌患者新辅助化疗(NAC)反应的 nomogram 以及肿瘤浸润淋巴细胞(TILs)的价值。
Breast Cancer Res Treat. 2019 Jan;173(2):255-266. doi: 10.1007/s10549-018-4981-x. Epub 2018 Oct 15.
9
Tumor-Infiltrating Lymphocytes: A Predictive and Prognostic Biomarker in Neoadjuvant-Treated HER2-Positive Breast Cancer.肿瘤浸润淋巴细胞:新辅助治疗 HER2 阳性乳腺癌的预测和预后生物标志物。
Clin Cancer Res. 2016 Dec 1;22(23):5747-5754. doi: 10.1158/1078-0432.CCR-15-2338. Epub 2016 May 17.
10
Clinicopathologic Factors Associated With Response to Neoadjuvant Anti-HER2-Directed Chemotherapy in HER2-Positive Breast Cancer.与曲妥珠单抗为基础的新辅助化疗治疗人表皮生长因子受体 2 阳性乳腺癌疗效相关的临床病理因素。
Clin Breast Cancer. 2020 Feb;20(1):19-24. doi: 10.1016/j.clbc.2019.09.003. Epub 2019 Sep 18.

引用本文的文献

1
COL10A1 fibroblasts promote colorectal cancer metastasis and M2 macrophage polarization with pan-cancer relevance.COL10A1成纤维细胞促进结直肠癌转移及M2巨噬细胞极化,具有泛癌相关性。
J Exp Clin Cancer Res. 2025 Aug 18;44(1):243. doi: 10.1186/s13046-025-03510-8.
2
Extracellular matrix dynamics in tumor immunoregulation: from tumor microenvironment to immunotherapy.肿瘤免疫调节中的细胞外基质动态变化:从肿瘤微环境到免疫治疗
J Hematol Oncol. 2025 Jun 19;18(1):65. doi: 10.1186/s13045-025-01717-y.
3
The regulatory effect of CoL10A1 to the intracranial vascular invasion and cell proliferation in breast cancer via EMT pathway.

本文引用的文献

1
Matrix stiffness drives epithelial-mesenchymal transition and tumour metastasis through a TWIST1-G3BP2 mechanotransduction pathway.基质硬度通过TWIST1-G3BP2机械转导途径驱动上皮-间质转化和肿瘤转移。
Nat Cell Biol. 2015 May;17(5):678-88. doi: 10.1038/ncb3157. Epub 2015 Apr 20.
2
Disorganised stroma determined on pre-treatment breast cancer biopsies is associated with poor response to neoadjuvant chemotherapy: Results from the NEOZOTAC trial.新辅助化疗前乳腺癌活检确定的间质紊乱与对新辅助化疗的反应不佳相关:NEOZOTAC试验结果
Mol Oncol. 2015 Jun;9(6):1120-8. doi: 10.1016/j.molonc.2015.02.001. Epub 2015 Feb 14.
3
胶原蛋白Xα1(CoL10A1)通过上皮-间质转化(EMT)途径对乳腺癌颅内血管侵袭和细胞增殖的调节作用。
Sci Rep. 2025 Apr 1;15(1):11040. doi: 10.1038/s41598-025-87475-w.
4
The role of various collagen types in tumor biology: a review.不同类型胶原蛋白在肿瘤生物学中的作用:综述
Front Oncol. 2025 Mar 5;15:1549797. doi: 10.3389/fonc.2025.1549797. eCollection 2025.
5
Aberrant expression of collagen type X in solid tumor stroma is associated with EMT, immunosuppressive and pro-metastatic pathways, bone marrow stromal cell signatures, and poor survival prognosis.实体瘤基质中X型胶原蛋白的异常表达与上皮-间质转化、免疫抑制和促转移途径、骨髓基质细胞特征以及不良生存预后相关。
BMC Cancer. 2025 Feb 12;25(1):247. doi: 10.1186/s12885-025-13641-y.
6
COL10A1 Facilitates Prostate Cancer Progression by Interacting With INHBA to Activate the PI3K/AKT Pathway.COL10A1通过与INHBA相互作用激活PI3K/AKT途径促进前列腺癌进展。
J Cell Mol Med. 2024 Dec;28(23):e70249. doi: 10.1111/jcmm.70249.
7
Aberrant expression of collagen type X in solid tumor stroma is associated with EMT, immunosuppressive and pro-metastatic pathways, bone marrow stromal cell signatures, and poor survival prognosis.实体瘤基质中X型胶原蛋白的异常表达与上皮-间质转化、免疫抑制和促转移途径、骨髓基质细胞特征以及不良生存预后相关。
bioRxiv. 2024 Nov 14:2024.11.13.621984. doi: 10.1101/2024.11.13.621984.
8
Oncogenic mechanisms of COL10A1 in cancer and clinical challenges (Review).COL10A1 在癌症中的致癌机制及临床挑战(综述)。
Oncol Rep. 2024 Dec;52(6). doi: 10.3892/or.2024.8821. Epub 2024 Oct 11.
9
Robust Identification of Differential Gene Expression Patterns from Multiple Transcriptomics Datasets for Early Diagnosis, Prognosis, and Therapies for Breast Cancer.从多个转录组学数据集稳健识别差异基因表达模式,用于乳腺癌的早期诊断、预后和治疗。
Medicina (Kaunas). 2023 Sep 24;59(10):1705. doi: 10.3390/medicina59101705.
10
Tumor collagens predict genetic features and patient outcomes.肿瘤胶原蛋白可预测基因特征和患者预后。
NPJ Genom Med. 2023 Jul 6;8(1):15. doi: 10.1038/s41525-023-00358-9.
HER2-directed therapy: current treatment options for HER2-positive breast cancer.
HER2靶向治疗:HER2阳性乳腺癌的当前治疗选择
Breast Cancer. 2015 Mar;22(2):101-16. doi: 10.1007/s12282-015-0587-x. Epub 2015 Jan 30.
4
Tumor-infiltrating lymphocytes and response to neoadjuvant chemotherapy with or without carboplatin in human epidermal growth factor receptor 2-positive and triple-negative primary breast cancers.人表皮生长因子受体 2 阳性和三阴性原发性乳腺癌中肿瘤浸润淋巴细胞与新辅助化疗联合或不联合卡铂的疗效。
J Clin Oncol. 2015 Mar 20;33(9):983-91. doi: 10.1200/JCO.2014.58.1967. Epub 2014 Dec 22.
5
The evaluation of tumor-infiltrating lymphocytes (TILs) in breast cancer: recommendations by an International TILs Working Group 2014.2014年国际肿瘤浸润淋巴细胞(TILs)工作组对乳腺癌中肿瘤浸润淋巴细胞的评估建议
Ann Oncol. 2015 Feb;26(2):259-71. doi: 10.1093/annonc/mdu450. Epub 2014 Sep 11.
6
Molecular pathways: linking tumor microenvironment to epithelial-mesenchymal transition in metastasis.分子通路:将肿瘤微环境与转移中的上皮-间质转化相联系
Clin Cancer Res. 2015 Mar 1;21(5):962-968. doi: 10.1158/1078-0432.CCR-13-3173. Epub 2014 Aug 8.
7
Prognostic value of tumor-infiltrating lymphocytes in triple-negative breast cancers from two phase III randomized adjuvant breast cancer trials: ECOG 2197 and ECOG 1199.来自两项III期随机辅助乳腺癌试验(ECOG 2197和ECOG 1199)的三阴性乳腺癌中肿瘤浸润淋巴细胞的预后价值
J Clin Oncol. 2014 Sep 20;32(27):2959-66. doi: 10.1200/JCO.2013.55.0491.
8
The impact of tumor stroma on drug response in breast cancer.肿瘤基质对乳腺癌药物反应的影响。
Semin Cancer Biol. 2015 Apr;31:3-15. doi: 10.1016/j.semcancer.2014.05.006. Epub 2014 Jun 6.
9
Expression of programmed death ligand 1 (PD-L1) is associated with poor prognosis in human breast cancer.程序性死亡配体1(PD-L1)的表达与人类乳腺癌的不良预后相关。
Breast Cancer Res Treat. 2014 Jul;146(1):15-24. doi: 10.1007/s10549-014-2988-5. Epub 2014 May 20.
10
Neoadjuvant and adjuvant trastuzumab in patients with HER2-positive locally advanced breast cancer (NOAH): follow-up of a randomised controlled superiority trial with a parallel HER2-negative cohort.曲妥珠单抗新辅助和辅助治疗人表皮生长因子受体 2 阳性局部晚期乳腺癌(NOAH)患者:一项随机对照优效试验的随访,该试验具有平行的人表皮生长因子受体 2 阴性队列。
Lancet Oncol. 2014 May;15(6):640-7. doi: 10.1016/S1470-2045(14)70080-4. Epub 2014 Mar 20.