Combining the tumor-stroma ratio with tumor-infiltrating lymphocytes improves the prediction of pathological complete response in breast cancer patients

被引:8
作者
Li, Fengling [1 ,2 ]
Chen, Hong [2 ,3 ]
Lu, Xunxi [1 ,2 ]
Wei, Yani [1 ,2 ]
Zhao, Yuanyuan [4 ]
Fu, Jing [5 ]
Xiao, Xiuli [6 ]
Bu, Hong [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Pathol, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Inst Clin Pathol, Chengdu, Peoples R China
[3] Sichuan Univ, West China Hosp, Key Lab Transplant Engn & Immunol, Natl Hlth Commiss, Chengdu, Peoples R China
[4] Shanxi Med Univ, Shanxi Prov Canc Hosp,Canc Hosp Affiliated, Shanxi Hosp Affiliated Canc Hosp, Chinese Acad Med Sci,Dept Pathol, Taiyuan, Peoples R China
[5] Sichuan Prov Peoples Hosp, Dept Pathol, Chengdu, Peoples R China
[6] Southwest Med Univ, Affiliated Hosp, Dept Pathol, Luzhou, Peoples R China
关键词
Breast cancer; Tumor-stroma ratio; Tumor-infiltrating lymphocytes; Pathological complete response; Neoadjuvant chemotherapy; NEOADJUVANT CHEMOTHERAPY; PROGNOSTIC VALUE; FIBROBLASTS; CHEMORESISTANCE; SIGNATURE; CARCINOMA; SURVIVAL; TRIAL;
D O I
10.1007/s10549-023-07026-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeThe tumor-stroma ratio (TSR) is a common histological parameter that measures stromal abundance and is prognostic in breast cancer (BC). However, more evidence is needed on the predictive value of the TSR for the pathological complete response (pCR) to neoadjuvant chemotherapy (NAC). The purpose of this study was to determine the importance of the TSR in predicting pCR in NAC settings.MethodWe evaluated the TSR on pretreatment biopsies of 912 BC patients from four independent Chinese hospitals and investigated the potential value of the TSR for predicting pCR. Meanwhile, stromal tumor-infiltrating lymphocytes (sTILs) were assessed, and we evaluated the predictive value of the combination of sTILs and TSR (TSRILs).ResultsPatients with low stroma showed a higher pCR rate than those with high stroma among the four independent hospitals, and in multivariate analysis, the TSR was proven to be an independent predictor for pCR to NAC with an odds ratio of 1.945 (95% CI 1.230-3.075, P = 0.004). Moreover, we found that TSRILs could improve the area under the curve (AUC) for predicting pCR from 0.750 to 0.785 (P = 0.039); especially in HER2-negative BCs, the inclusion of TSRILs increased the AUC from 0.801 to 0.835 in the discovery dataset (P = 0.048) and 0.734 to 0.801 in the validation dataset (P = 0.003).ConclusionTSR and sTILs can be easily measured in pathological routines and provide predictive information without additional cost; with more evidence from clinical trials, TSRILs could be a candidate to better stratify patients in NAC settings.
引用
收藏
页码:173 / 183
页数:11
相关论文
共 43 条
[1]   SPAG5 as a prognostic biomarker and chemotherapy sensitivity predictor in breast cancer: a retrospective, integrated genomic, transcriptomic, and protein analysis [J].
Abdel-Fatah, Tarek M. A. ;
Agarwal, Devika ;
Liu, Dong-Xu ;
Russell, Roslin ;
Rueda, Oscar M. ;
Liu, Karen ;
Xu, Bing ;
Moseley, Paul M. ;
Green, Andrew R. ;
Pockley, Alan G. ;
Rees, Robert C. ;
Caldas, Carlos ;
Ellis, Ian O. ;
Ball, Graham R. ;
Chan, Stephen Y. T. .
LANCET ONCOLOGY, 2016, 17 (07) :1004-1018
[2]   Integrative cluster classification to predict pathological complete response to neoadjuvant chemotherapy in early breast cancer [J].
Alba, Emilio ;
Rueda, Oscar M. ;
Lluch, Ana ;
Albanell, Joan ;
Chin, Suet-Feung ;
Chacon, Jose Ignacio ;
Calvo, Lourdes ;
De La Haba, Juan ;
Bermejo, Begona ;
Ribelles, Nuria ;
Cirauqui, Beatriz ;
Ramos Vazquez, Manuel ;
Arcusa Lanza, Maria Angeles ;
Maria Carrasco, Eva ;
Herranz, Jesus ;
Chiesa, Massimo ;
Caballero, Rosalia ;
Santonja Climent, Angela ;
Rojo, Federico ;
Caldas, Carlos .
JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (15)
[3]   High Proliferation Predicts Pathological Complete Response to Neoadjuvant Chemotherapy in Early Breast Cancer (vol 21, pg 150, 2016) [J].
Alba, Emilio ;
Lluch, Ana ;
Ribelles, Nuria ;
Anton-Torres, Antonio ;
Sanchez-Rovira, Pedro ;
Albanell, Joan ;
Calvo, Lourdes ;
Garcia-Asenjo, Jose Antonio Lopez ;
Palacios, Jose ;
Chacon, Jose Ignacio ;
Ruiz, Amparo ;
De la Haba-Rodriguez, Juan ;
Segui-Palmer, Miguel A. ;
Cirauqui, Beatriz ;
Margeli, Mireia ;
Plazaola, Arrate ;
Barnadas, Agusti ;
Casas, Maribel ;
Caballero, Rosalia ;
Carrasco, Eva ;
Rojo, Federico .
ONCOLOGIST, 2016, 21 (06) :778-778
[4]   Lymphocyte density determined by computational pathology validated as a predictor of response to neoadjuvant chemotherapy in breast cancer: secondary analysis of the ARTemis trial [J].
Ali, H. R. ;
Dariush, A. ;
Thomas, J. ;
Provenzano, E. ;
Dunn, J. ;
Hiller, L. ;
Vallier, A. -L. ;
Abraham, J. ;
Piper, T. ;
Bartlett, J. M. S. ;
Cameron, D. A. ;
Hayward, L. ;
Brenton, J. D. ;
Pharoah, P. D. P. ;
Irwin, M. J. ;
Walton, N. A. ;
Earl, H. M. ;
Caldas, C. .
ANNALS OF ONCOLOGY, 2017, 28 (08) :1832-1835
[5]   Molecular Heterogeneity and Response to Neoadjuvant Human Epidermal Growth Factor Receptor 2 Targeting in CALGB 40601, a Randomized Phase III Trial of Paclitaxel Plus Trastuzumab With or Without Lapatinib [J].
Carey, Lisa A. ;
Berry, Donald A. ;
Cirrincione, Constance T. ;
Barry, William T. ;
Pitcher, Brandelyn N. ;
Harris, Lyndsay N. ;
Ollila, David W. ;
Krop, Ian E. ;
Henry, Norah Lynn ;
Weckstein, Douglas J. ;
Anders, Carey K. ;
Singh, Baljit ;
Hoadley, Katherine A. ;
Iglesia, Michael ;
Cheang, Maggie Chon U. ;
Perou, Charles M. ;
Winer, Eric P. ;
Hudis, Clifford A. .
JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (06) :542-+
[6]   Pathological complete response and long-term clinical benefit in breast cancer: the CTNeoBC pooled analysis [J].
Cortazar, Patricia ;
Zhang, Lijun ;
Untch, Michael ;
Mehta, Keyur ;
Costantino, Joseph P. ;
Wolmark, Norman ;
Bonnefoi, Herve ;
Cameron, David ;
Gianni, Luca ;
Valagussa, Pinuccia ;
Swain, Sandra M. ;
Prowell, Tatiana ;
Loibl, Sibylle ;
Wickerham, D. Lawrence ;
Bogaerts, Jan ;
Baselga, Jose ;
Perou, Charles ;
Blumenthal, Gideon ;
Blohmer, Jens ;
Mamounas, Eleftherios P. ;
Bergh, Jonas ;
Semiglazov, Vladimir ;
Justice, Robert ;
Eidtmann, Holger ;
Paik, Soonmyung ;
Piccart, Martine ;
Sridhara, Rajeshwari ;
Fasching, Peter A. ;
Slaets, Leen ;
Tang, Shenghui ;
Gerber, Bernd ;
Geyer, Charles E., Jr. ;
Pazdur, Richard ;
Ditsch, Nina ;
Rastogi, Priya ;
Eiermann, Wolfgang ;
von Minckwitz, Gunter .
LANCET, 2014, 384 (9938) :164-172
[7]   Tumor-stroma ratio in the primary tumor is a prognostic factor in early breast cancer patients, especially in triple-negative carcinoma patients [J].
de Kruijf, Esther M. ;
van Nes, Johanna G. H. ;
de Velde, Cornelis J. H. van ;
Putter, Hein ;
Smit, Vincent T. H. B. M. ;
Liefers, Gerrit Jan ;
Kuppen, Peter J. K. ;
Tollenaar, Rob A. E. M. ;
Mesker, Wilma E. .
BREAST CANCER RESEARCH AND TREATMENT, 2011, 125 (03) :687-696
[8]   Prognostic significance of the tumor-stroma ratio: validation study in node-negative premenopausal breast cancer patients from the EORTC perioperative chemotherapy (POP) trial (10854) [J].
Dekker, T. J. A. ;
van de Velde, C. J. H. ;
van Pelt, G. W. ;
Kroep, J. R. ;
Julien, J-P. ;
Smit, V. T. H. B. M. ;
Tollenaar, R. A. E. M. ;
Mesker, W. E. .
BREAST CANCER RESEARCH AND TREATMENT, 2013, 139 (02) :371-379
[9]   Tumour-infiltrating lymphocytes and prognosis in different subtypes of breast cancer: a pooled analysis of 3771 patients treated with neoadjuvant therapy [J].
Denkert, Carsten ;
von Minckwitz, Gunter ;
Darb-Esfahani, Silvia ;
Lederer, Bianca ;
Heppner, Barbara I. ;
Weber, Karsten E. ;
Budczies, Jan ;
Huober, Jens ;
Klauschen, Frederick ;
Furlanetto, Jenny ;
Schmitt, Wolfgang D. ;
Blohmer, Jens-Uwe ;
Karn, Thomas ;
Pfitzner, Berit M. ;
Kuemmel, Sherko ;
Engels, Knut ;
Schneeweiss, Andreas ;
Hartmann, Arndt ;
Noske, Aurelia ;
Fasching, Peter A. ;
Jackisch, Christian ;
van Mackelenbergh, Marion ;
Sinn, Peter ;
Schem, Christian ;
Hanusch, Claus ;
Untch, Michael ;
Loibl, Sibylle .
LANCET ONCOLOGY, 2018, 19 (01) :40-50
[10]   Tumor-Associated Lymphocytes As an Independent Predictor of Response to Neoadjuvant Chemotherapy in Breast Cancer [J].
Denkert, Carsten ;
Loibl, Sibylle ;
Noske, Aurelia ;
Roller, Marc ;
Mueller, Berit Maria ;
Komor, Martina ;
Budczies, Jan ;
Darb-Esfahani, Silvia ;
Kronenwett, Ralf ;
Hanusch, Claus ;
von Toerne, Christian ;
Weichert, Wilko ;
Engels, Knut ;
Solbach, Christine ;
Schrader, Iris ;
Dietel, Manfred ;
von Minckwitz, Gunter .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (01) :105-113