Skip to main content
Top
Published in: Cancer Cell International 1/2021

01-12-2021 | Breast Cancer | Review

Prognostic impact of tertiary lymphoid structures in breast cancer prognosis: a systematic review and meta-analysis

Authors: Na-Na Zhang, Feng-Jin Qu, Hao Liu, Zhu-Jun Li, Yu-Chi Zhang, Xuan Han, Zi-Yu Zhu, Yi Lv

Published in: Cancer Cell International | Issue 1/2021

Login to get access

Abstract

Background

Tertiary lymphoid structures (TLSs), organizationally resemble lymph nodes, are frequently present in breast cancer (BCa). It is usually, but not always, associated with a positive prognosis or immunotherapy response in cancer patients. This meta-analysis was performed to assess the prognostic and clinical impact of TLSs in BCa.

Methods

We conducted a systematic search in PubMed, Embase, Cochrane Library, Web of Science, China National Knowledge Infrastructure, and WanFang Database to obtain eligible research data up to May 30, 2021. This meta-analysis is focusing on the studies evaluated the prognostic value of TLSs and the associated clinicopathologic indicators, related gene expression and survival. STATA software 16.0 software was used to assess the prognostic significance and clinical impact of TLSs.

Results

Nine studies involved with 2281 cases were incorporated in this meta-analysis, in which four of them evaluated the prognostic value of TLSs. There are 6 studies assessed the relationship of TLSs and 4 studies investigated the clinicopathologic parameters as well as the key gene expression, respectively. The results showed the presence of TLSs were predicting a better OS (HR = 0.61, 95% CI: 0.51–0.73, p < 0.001) and DFS (HR = 0.40, 95% CI: 0.17–0.93, p < 0.001) of BCa patients. It also revealed that the presence of TLSs was significantly correlated with tumor differentiation (p < 0.001), pTNM stage (p < 0.001), lymph node metastasis (p < 0.001), and TILs density (p < 0.001) of BCa, and the expression of Her2 (p < 0.001), ER (p < 0.001), PR (p < 0.001) and Ki67 (p = 0.009) of the tumor cell.

Conclusion

Our results indicated that high levels of TLSs could predict a favorable prognosis for BCa. Moreover, the TLSs were significantly correlated with the clinicopathological indicators and the critical gene expression of BCa, indicating its potential clinical impact on BCa patients.
Appendix
Available only for authorised users
Literature
1.
go back to reference DeSantis CE, Ma J, Gaudet MM, et al. Breast cancer statistics, 2019. CA A Cancer J Clin. 2019;69(6):438–51.CrossRef DeSantis CE, Ma J, Gaudet MM, et al. Breast cancer statistics, 2019. CA A Cancer J Clin. 2019;69(6):438–51.CrossRef
2.
go back to reference Greaney ML, Sprunck-Harrild K, Ruddy KJ, et al. Study protocol for Young & Strong: a cluster randomized design to increase attention to unique issues faced by young women with newly diagnosed breast cancer. BMC Public Health. 2015;15:37.PubMedPubMedCentralCrossRef Greaney ML, Sprunck-Harrild K, Ruddy KJ, et al. Study protocol for Young & Strong: a cluster randomized design to increase attention to unique issues faced by young women with newly diagnosed breast cancer. BMC Public Health. 2015;15:37.PubMedPubMedCentralCrossRef
3.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer statistics, 2020. CA A Cancer J Clin. 2020;70(1):7–30.CrossRef Siegel RL, Miller KD, Jemal A. Cancer statistics, 2020. CA A Cancer J Clin. 2020;70(1):7–30.CrossRef
4.
5.
go back to reference Heinhuis KM, Ros W, Kok M, et al. Enhancing antitumor response by combining immune checkpoint inhibitors with chemotherapy in solid tumors. Ann Oncol. 2019;30(2):219–35.PubMedCrossRef Heinhuis KM, Ros W, Kok M, et al. Enhancing antitumor response by combining immune checkpoint inhibitors with chemotherapy in solid tumors. Ann Oncol. 2019;30(2):219–35.PubMedCrossRef
6.
go back to reference Adams S, Schmid P, Rugo HS, et al. Pembrolizumab monotherapy for previously treated metastatic triple-negative breast cancer: cohort A of the phase II KEYNOTE-086 study. Ann Oncol. 2019;30(3):397–404.PubMedCrossRef Adams S, Schmid P, Rugo HS, et al. Pembrolizumab monotherapy for previously treated metastatic triple-negative breast cancer: cohort A of the phase II KEYNOTE-086 study. Ann Oncol. 2019;30(3):397–404.PubMedCrossRef
7.
go back to reference Dirix LY, Takacs I, Jerusalem G, et al. Avelumab, an anti-PD-L1 antibody, in patients with locally advanced or metastatic breast cancer: a phase 1b JAVELIN Solid Tumor study. Breast Cancer Res Treat. 2018;167(3):671–86.PubMedCrossRef Dirix LY, Takacs I, Jerusalem G, et al. Avelumab, an anti-PD-L1 antibody, in patients with locally advanced or metastatic breast cancer: a phase 1b JAVELIN Solid Tumor study. Breast Cancer Res Treat. 2018;167(3):671–86.PubMedCrossRef
8.
go back to reference Nanda R, Chow LQ, Dees EC, et al. Pembrolizumab in patients with advanced triple-negative breast cancer: phase Ib KEYNOTE-012 study. J Clin Oncol. 2016;34(21):2460–7.PubMedPubMedCentralCrossRef Nanda R, Chow LQ, Dees EC, et al. Pembrolizumab in patients with advanced triple-negative breast cancer: phase Ib KEYNOTE-012 study. J Clin Oncol. 2016;34(21):2460–7.PubMedPubMedCentralCrossRef
9.
go back to reference Adams S, Loi S, Toppmeyer D, et al. Pembrolizumab monotherapy for previously untreated, PD-L1-positive, metastatic triple-negative breast cancer: cohort B of the phase II KEYNOTE-086 study. Ann Oncol. 2019;30(3):405–11.PubMedCrossRef Adams S, Loi S, Toppmeyer D, et al. Pembrolizumab monotherapy for previously untreated, PD-L1-positive, metastatic triple-negative breast cancer: cohort B of the phase II KEYNOTE-086 study. Ann Oncol. 2019;30(3):405–11.PubMedCrossRef
10.
go back to reference Sautes-Fridman C, Petitprez F, Calderaro J, et al. Tertiary lymphoid structures in the era of cancer immunotherapy. Nat Rev Cancer. 2019;19(6):307–25.PubMedCrossRef Sautes-Fridman C, Petitprez F, Calderaro J, et al. Tertiary lymphoid structures in the era of cancer immunotherapy. Nat Rev Cancer. 2019;19(6):307–25.PubMedCrossRef
11.
go back to reference Colbeck EJ, Ager A, Gallimore A, et al. Tertiary lymphoid structures in cancer: drivers of antitumor immunity, immunosuppression, or bystander sentinels in disease? Front Immunol. 2017;8:1830.PubMedPubMedCentralCrossRef Colbeck EJ, Ager A, Gallimore A, et al. Tertiary lymphoid structures in cancer: drivers of antitumor immunity, immunosuppression, or bystander sentinels in disease? Front Immunol. 2017;8:1830.PubMedPubMedCentralCrossRef
12.
13.
go back to reference Cabrita R, Lauss M, Sanna A, et al. Tertiary lymphoid structures improve immunotherapy and survival in melanoma. Nature. 2020;577(7791):561–5.PubMedCrossRef Cabrita R, Lauss M, Sanna A, et al. Tertiary lymphoid structures improve immunotherapy and survival in melanoma. Nature. 2020;577(7791):561–5.PubMedCrossRef
14.
go back to reference Dieu-Nosjean MC, Giraldo NA, Kaplon H, Germain C, Fridman WH, Sautes-Fridman C. Tertiary lymphoid structures, drivers of the anti-tumor responses in human cancers. Immunol Rev. 2016;271(1):260–75.PubMedCrossRef Dieu-Nosjean MC, Giraldo NA, Kaplon H, Germain C, Fridman WH, Sautes-Fridman C. Tertiary lymphoid structures, drivers of the anti-tumor responses in human cancers. Immunol Rev. 2016;271(1):260–75.PubMedCrossRef
15.
go back to reference Figenschau SL, Fismen S, Fenton KA, et al. Tertiary lymphoid structures are associated with higher tumor grade in primary operable breast cancer patients. BMC Cancer. 2015;15:101.PubMedPubMedCentralCrossRef Figenschau SL, Fismen S, Fenton KA, et al. Tertiary lymphoid structures are associated with higher tumor grade in primary operable breast cancer patients. BMC Cancer. 2015;15:101.PubMedPubMedCentralCrossRef
16.
go back to reference Sofopoulos M, Fortis SP, Vaxevanis CK, et al. The prognostic significance of peritumoral tertiary lymphoid structures in breast cancer. Cancer Immunol Immunother. 2019;68(11):1733–45.PubMedCrossRef Sofopoulos M, Fortis SP, Vaxevanis CK, et al. The prognostic significance of peritumoral tertiary lymphoid structures in breast cancer. Cancer Immunol Immunother. 2019;68(11):1733–45.PubMedCrossRef
17.
go back to reference Kim A, Heo SH, Kim YA, et al. An examination of the local cellular immune response to examples of both ductal carcinoma in situ (dcis) of the breast and dcis with microinvasion, with emphasis on tertiary lymphoid structures and tumor infiltrating lymphoctytes. Am J Clin Pathol. 2016;146(1):137–44.PubMedCrossRef Kim A, Heo SH, Kim YA, et al. An examination of the local cellular immune response to examples of both ductal carcinoma in situ (dcis) of the breast and dcis with microinvasion, with emphasis on tertiary lymphoid structures and tumor infiltrating lymphoctytes. Am J Clin Pathol. 2016;146(1):137–44.PubMedCrossRef
18.
go back to reference Zou Zhongwei. Expression of tertiary lymphoid structures in breast cancer and its clinical significance [Master dissertation]: University of South China. 2016. Zou Zhongwei. Expression of tertiary lymphoid structures in breast cancer and its clinical significance [Master dissertation]: University of South China. 2016.
19.
go back to reference Lee HJ, Park IA, Song IH, et al. Tertiary lymphoid structures: prognostic significance and relationship with tumour-infiltrating lymphocytes in triple-negative breast cancer. J Clin Pathol. 2016;69(5):422–30.PubMedCrossRef Lee HJ, Park IA, Song IH, et al. Tertiary lymphoid structures: prognostic significance and relationship with tumour-infiltrating lymphocytes in triple-negative breast cancer. J Clin Pathol. 2016;69(5):422–30.PubMedCrossRef
20.
go back to reference Buisseret L, Garaud S, de Wind A, et al. Tumor-infiltrating lymphocyte composition, organization and PD-1/ PD-L1 expression are linked in breast cancer. Oncoimmunology. 2017;6(1):e1257452.PubMedCrossRef Buisseret L, Garaud S, de Wind A, et al. Tumor-infiltrating lymphocyte composition, organization and PD-1/ PD-L1 expression are linked in breast cancer. Oncoimmunology. 2017;6(1):e1257452.PubMedCrossRef
21.
go back to reference Gao Song. Expression and clinical significance of CD4 +, CD8 + lymphocytes and tertiary lymphoid structures in breast cancer tissues [Master dissertation]: University of South China. 2017. Gao Song. Expression and clinical significance of CD4 +, CD8 + lymphocytes and tertiary lymphoid structures in breast cancer tissues [Master dissertation]: University of South China. 2017.
22.
go back to reference Liu X, Tsang J, Hlaing T, et al. Distinct tertiary lymphoid structure associations and their prognostic relevance in HER2 positive and negative breast cancers. Oncologist. 2017;22(11):1316–24.PubMedPubMedCentralCrossRef Liu X, Tsang J, Hlaing T, et al. Distinct tertiary lymphoid structure associations and their prognostic relevance in HER2 positive and negative breast cancers. Oncologist. 2017;22(11):1316–24.PubMedPubMedCentralCrossRef
23.
go back to reference Lee M, Heo SH, Song IH, et al. Presence of tertiary lymphoid structures determines the level of tumor-infiltrating lymphocytes in primary breast cancer and metastasis. Mod Pathol. 2019;32(1):70–80.PubMedCrossRef Lee M, Heo SH, Song IH, et al. Presence of tertiary lymphoid structures determines the level of tumor-infiltrating lymphocytes in primary breast cancer and metastasis. Mod Pathol. 2019;32(1):70–80.PubMedCrossRef
25.
go back to reference Bento DC, Jones E, Junaid S, et al. High endothelial venules are rare in colorectal cancers but accumulate in extra-tumoral areas with disease progression. Oncoimmunology. 2015;4(3):e974374.PubMedPubMedCentralCrossRef Bento DC, Jones E, Junaid S, et al. High endothelial venules are rare in colorectal cancers but accumulate in extra-tumoral areas with disease progression. Oncoimmunology. 2015;4(3):e974374.PubMedPubMedCentralCrossRef
26.
go back to reference van Rijthoven M, Balkenhol M, Siliņa K, van der Laak J, Ciompi F. HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images. Med Image Anal. 2021;68:101890.PubMedCrossRef van Rijthoven M, Balkenhol M, Siliņa K, van der Laak J, Ciompi F. HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images. Med Image Anal. 2021;68:101890.PubMedCrossRef
27.
go back to reference Bertucci F, Boudin L, Finetti P, et al. Immune landscape of inflammatory breast cancer suggests vulnerability to immune checkpoint inhibitors. Oncoimmunology. 2021;10(1):1929724.PubMedPubMedCentralCrossRef Bertucci F, Boudin L, Finetti P, et al. Immune landscape of inflammatory breast cancer suggests vulnerability to immune checkpoint inhibitors. Oncoimmunology. 2021;10(1):1929724.PubMedPubMedCentralCrossRef
30.
go back to reference Wortman JC, He TF, Solomon S, et al. Spatial distribution of B cells and lymphocyte clusters as a predictor of triple-negative breast cancer outcome. NPJ Breast Cancer. 2021;7(1):84.PubMedPubMedCentralCrossRef Wortman JC, He TF, Solomon S, et al. Spatial distribution of B cells and lymphocyte clusters as a predictor of triple-negative breast cancer outcome. NPJ Breast Cancer. 2021;7(1):84.PubMedPubMedCentralCrossRef
31.
go back to reference Di Caro G, Bergomas F, Grizzi F, Doni A, Bianchi P, Malesci A, et al. Occurrence of tertiary lymphoid tissue is associated with T-cell infiltration and predicts better prognosis in early-stage colorectal cancers. Clin Cancer Res. 2014;20(8):2147–58.PubMedCrossRef Di Caro G, Bergomas F, Grizzi F, Doni A, Bianchi P, Malesci A, et al. Occurrence of tertiary lymphoid tissue is associated with T-cell infiltration and predicts better prognosis in early-stage colorectal cancers. Clin Cancer Res. 2014;20(8):2147–58.PubMedCrossRef
32.
go back to reference Gennari R, Menard S, Fagnoni F, et al. Pilot study of the mechanism of action of preoperative trastuzumab in patients with primary operable breast tumors overexpressing HER2. Clin Cancer Res. 2004;10(17):5650–5.PubMedCrossRef Gennari R, Menard S, Fagnoni F, et al. Pilot study of the mechanism of action of preoperative trastuzumab in patients with primary operable breast tumors overexpressing HER2. Clin Cancer Res. 2004;10(17):5650–5.PubMedCrossRef
33.
go back to reference de Chaisemartin L, Goc J, Damotte D, et al. Characterization of chemokines and adhesion molecules associated with T cell presence in tertiary lymphoid structures in human lung cancer. Cancer Res. 2011;71(20):6391–9.PubMedCrossRef de Chaisemartin L, Goc J, Damotte D, et al. Characterization of chemokines and adhesion molecules associated with T cell presence in tertiary lymphoid structures in human lung cancer. Cancer Res. 2011;71(20):6391–9.PubMedCrossRef
34.
go back to reference Munoz-Erazo L, Rhodes JL, Marion VC, Kemp RA. Tertiary lymphoid structures in cancer—considerations for patient prognosis. Cell Mol Immunol. 2020;17(6):570–5.PubMedPubMedCentralCrossRef Munoz-Erazo L, Rhodes JL, Marion VC, Kemp RA. Tertiary lymphoid structures in cancer—considerations for patient prognosis. Cell Mol Immunol. 2020;17(6):570–5.PubMedPubMedCentralCrossRef
35.
go back to reference Denkert C, von Minckwitz G, Brase JC, et al. 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. J Clin Oncol. 2015;33(9):983–91.PubMedCrossRef Denkert C, von Minckwitz G, Brase JC, et al. 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. J Clin Oncol. 2015;33(9):983–91.PubMedCrossRef
36.
go back to reference Luen SJ, Salgado R, Fox S, et al. Tumour-infiltrating lymphocytes in advanced HER2-positive breast cancer treated with pertuzumab or placebo in addition to trastuzumab and docetaxel: a retrospective analysis of the CLEOPATRA study. Lancet Oncol. 2017;18(1):52–62.PubMedCrossRef Luen SJ, Salgado R, Fox S, et al. Tumour-infiltrating lymphocytes in advanced HER2-positive breast cancer treated with pertuzumab or placebo in addition to trastuzumab and docetaxel: a retrospective analysis of the CLEOPATRA study. Lancet Oncol. 2017;18(1):52–62.PubMedCrossRef
37.
go back to reference Kwon MJ. Emerging immune gene signatures as prognostic or predictive biomarkers in breast cancer. Arch Pharm Res. 2019;42(11):947–61.PubMedCrossRef Kwon MJ. Emerging immune gene signatures as prognostic or predictive biomarkers in breast cancer. Arch Pharm Res. 2019;42(11):947–61.PubMedCrossRef
38.
go back to reference Arab A, Yazdian-Robati R, Behravan J. HER2-positive breast cancer immunotherapy: a focus on vaccine development. Arch Immunol Ther Exp (Warsz). 2020;68(1):2.CrossRef Arab A, Yazdian-Robati R, Behravan J. HER2-positive breast cancer immunotherapy: a focus on vaccine development. Arch Immunol Ther Exp (Warsz). 2020;68(1):2.CrossRef
39.
go back to reference Solinas C, Garaud S, De Silva P, et al. Immune checkpoint molecules on tumor-infiltrating lymphocytes and their association with tertiary lymphoid structures in human breast cancer. Front Immunol. 2017;8:1412.PubMedPubMedCentralCrossRef Solinas C, Garaud S, De Silva P, et al. Immune checkpoint molecules on tumor-infiltrating lymphocytes and their association with tertiary lymphoid structures in human breast cancer. Front Immunol. 2017;8:1412.PubMedPubMedCentralCrossRef
40.
41.
go back to reference Penault-Llorca F, Radosevic-Robin N. Ki67 assessment in breast cancer: an update. Pathology. 2017;49(2):166–71.PubMedCrossRef Penault-Llorca F, Radosevic-Robin N. Ki67 assessment in breast cancer: an update. Pathology. 2017;49(2):166–71.PubMedCrossRef
42.
go back to reference Yerushalmi R, Woods R, Ravdin PM, et al. Ki67 in breast cancer: prognostic and predictive potential. Lancet Oncol. 2010;11(2):174–83.PubMedCrossRef Yerushalmi R, Woods R, Ravdin PM, et al. Ki67 in breast cancer: prognostic and predictive potential. Lancet Oncol. 2010;11(2):174–83.PubMedCrossRef
43.
go back to reference Hiraoka N, Ino Y, Yamazaki-Itoh R, Kanai Y, Kosuge T, Shimada K. Intratumoral tertiary lymphoid organ is a favourable prognosticator in patients with pancreatic cancer. Br J Cancer. 2015;112(11):1782–90.PubMedPubMedCentralCrossRef Hiraoka N, Ino Y, Yamazaki-Itoh R, Kanai Y, Kosuge T, Shimada K. Intratumoral tertiary lymphoid organ is a favourable prognosticator in patients with pancreatic cancer. Br J Cancer. 2015;112(11):1782–90.PubMedPubMedCentralCrossRef
44.
go back to reference Li H, Liu H, Fu H, et al. Peritumoral tertiary lymphoid structures correlate with protective immunity and improved prognosis in patients with hepatocellular carcinoma. Front Immunol. 2021;12:648812.PubMedPubMedCentralCrossRef Li H, Liu H, Fu H, et al. Peritumoral tertiary lymphoid structures correlate with protective immunity and improved prognosis in patients with hepatocellular carcinoma. Front Immunol. 2021;12:648812.PubMedPubMedCentralCrossRef
Metadata
Title
Prognostic impact of tertiary lymphoid structures in breast cancer prognosis: a systematic review and meta-analysis
Authors
Na-Na Zhang
Feng-Jin Qu
Hao Liu
Zhu-Jun Li
Yu-Chi Zhang
Xuan Han
Zi-Yu Zhu
Yi Lv
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Cancer Cell International / Issue 1/2021
Electronic ISSN: 1475-2867
DOI
https://doi.org/10.1186/s12935-021-02242-x

Other articles of this Issue 1/2021

Cancer Cell International 1/2021 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine