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Published in: Annals of Surgical Oncology 8/2018

01-08-2018 | Colorectal Cancer

Cytolytic Activity Score to Assess Anticancer Immunity in Colorectal Cancer

Authors: Sumana Narayanan, MD, Tsutomu Kawaguchi, MD, PhD, Li Yan, PhD, Xuan Peng, MS, Qianya Qi, MS, Kazuaki Takabe, MD, PhD, FACS

Published in: Annals of Surgical Oncology | Issue 8/2018

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Abstract

Background

Elevated tumor-infiltrating lymphocytes (TILs) within the tumor microenvironment is a known positive prognostic factor in colorectal cancer (CRC). We hypothesized that since cytotoxic T cells release cytolytic proteins such as perforin (PRF1) and pro-apoptotic granzymes (GZMA) to attack cancer cells, a cytolytic activity score (CYT) would be a useful tool to assess anticancer immunity.

Methods

Genomic expression data were obtained from 456 patients from The Cancer Genome Atlas (TCGA). CYT was defined by GZMA and PRF1 expression, and CIBERSORT was used to evaluate intratumoral immune cell composition.

Results

High CYT was associated with high microsatellite instability (MSI-H), as well as high levels of activated memory CD4+T cells, gamma-delta T cells, and M1 macrophages. CYT-high CRC patients had improved overall survival (p = 0.019) and disease-free survival (p = 0.016) compared with CYT-low CRC patients, especially in TIL-positive tumors. Multivariate analysis demonstrated that CYT- high associates with improved survival independently after controlling for age, lymphovascular invasion, colonic location, microsatellite instability, and TIL positivity. The levels of immune checkpoint molecules (ICMs)—programmed death-1 (PD-1), programmed death-ligand 1 (PD-L1), cytotoxic T-lymphocyte-associated protein 4 (CTLA4), lymphocyte-activation gene 3 (LAG3), T cell immunoglobulin and mucin domain 3 (TIM3), and indoleamine 2,3-dioxygenase 1 (IDO1)—correlated significantly with CYT (p < 0.0001); with improved survival in CYT-high and ICM-low patients, and poorer survival in ICM-high patients.

Conclusions

High CYT within CRC is associated with improved survival, likely due to increased immunity and cytolytic activity of T cells and M1 macrophages. High CYT is also associated with high expression of ICMs; thus, further studies to elucidate the role of CYT as a predictive biomarker of the efficacy of immune checkpoint blockade are warranted.
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Literature
1.
go back to reference Li P, Xiao Z, et al. A relationship to survival is seen by combining the factors of mismatch repair status, tumor location and age of onset in colorectal cancer patients. PLoS ONE 2017; 12:e0172799.CrossRefPubMedPubMedCentral Li P, Xiao Z, et al. A relationship to survival is seen by combining the factors of mismatch repair status, tumor location and age of onset in colorectal cancer patients. PLoS ONE 2017; 12:e0172799.CrossRefPubMedPubMedCentral
2.
go back to reference Marmol I, Sanchez-de-Diego C, et al. Colorectal carcinoma: a general overview and future perspectives in colorectal cancer. Int J Mol Sci. 2017;18(1):197.CrossRefPubMedCentral Marmol I, Sanchez-de-Diego C, et al. Colorectal carcinoma: a general overview and future perspectives in colorectal cancer. Int J Mol Sci. 2017;18(1):197.CrossRefPubMedCentral
4.
go back to reference Green AR, Aleskandarany MA, et al. Clinical impact of tumor DNA repair expression and T-cell infiltration in breast cancers. Cancer Immunol Res 2017; 5:292–99.CrossRefPubMed Green AR, Aleskandarany MA, et al. Clinical impact of tumor DNA repair expression and T-cell infiltration in breast cancers. Cancer Immunol Res 2017; 5:292–99.CrossRefPubMed
5.
go back to reference Park JH, Powell AG, et al. Mismatch repair status in patients with primary operable colorectal cancer: associations with the local and systemic tumour environment. Br J Cancer 2016; 114:562–70.CrossRefPubMedPubMedCentral Park JH, Powell AG, et al. Mismatch repair status in patients with primary operable colorectal cancer: associations with the local and systemic tumour environment. Br J Cancer 2016; 114:562–70.CrossRefPubMedPubMedCentral
6.
go back to reference Prall F, Huhns M. The PD-1 expressing immune phenotype of T cell exhaustion is prominent in the ‘immunoreactive’ microenvironment of colorectal carcinoma. Histopathology 2017; 71:366–74.CrossRefPubMed Prall F, Huhns M. The PD-1 expressing immune phenotype of T cell exhaustion is prominent in the ‘immunoreactive’ microenvironment of colorectal carcinoma. Histopathology 2017; 71:366–74.CrossRefPubMed
7.
go back to reference Salama P, Phillips M, et al. Tumor-infiltrating FOXP3+ T regulatory cells show strong prognostic significance in colorectal cancer. J Clin Oncol 2009; 27:186–92.CrossRefPubMed Salama P, Phillips M, et al. Tumor-infiltrating FOXP3+ T regulatory cells show strong prognostic significance in colorectal cancer. J Clin Oncol 2009; 27:186–92.CrossRefPubMed
8.
go back to reference Governa V, Trella E, et al. The interplay between neutrophils and CD8(+) T cells improves survival in human colorectal cancer. Clin Cancer Res 2017; 23:3847–58.CrossRefPubMed Governa V, Trella E, et al. The interplay between neutrophils and CD8(+) T cells improves survival in human colorectal cancer. Clin Cancer Res 2017; 23:3847–58.CrossRefPubMed
9.
go back to reference Daster S, Eppenberger-Castori S, et al. High frequency of CD8 positive lymphocyte infiltration correlates with lack of lymph node involvement in early rectal cancer. Dis Markers 2014; 2014:792183.CrossRefPubMedPubMedCentral Daster S, Eppenberger-Castori S, et al. High frequency of CD8 positive lymphocyte infiltration correlates with lack of lymph node involvement in early rectal cancer. Dis Markers 2014; 2014:792183.CrossRefPubMedPubMedCentral
10.
go back to reference Berntsson J, Nodin B, et al. Prognostic impact of tumour-infiltrating B cells and plasma cells in colorectal cancer. Int J Cancer 2016; 139:1129–39.CrossRefPubMed Berntsson J, Nodin B, et al. Prognostic impact of tumour-infiltrating B cells and plasma cells in colorectal cancer. Int J Cancer 2016; 139:1129–39.CrossRefPubMed
11.
go back to reference Woodsworth DJ, Dreolini L, et al. Targeted cell-to-cell delivery of protein payloads via the granzyme-perforin pathway. Mol Ther Methods Clin Dev 2017; 7:132–45.CrossRefPubMedPubMedCentral Woodsworth DJ, Dreolini L, et al. Targeted cell-to-cell delivery of protein payloads via the granzyme-perforin pathway. Mol Ther Methods Clin Dev 2017; 7:132–45.CrossRefPubMedPubMedCentral
12.
go back to reference Balli D, Rech AJ, et al. Immune cytolytic activity stratifies molecular subsets of human pancreatic cancer. Clin Cancer Res 2017; 23:3129–38.CrossRefPubMed Balli D, Rech AJ, et al. Immune cytolytic activity stratifies molecular subsets of human pancreatic cancer. Clin Cancer Res 2017; 23:3129–38.CrossRefPubMed
13.
14.
go back to reference Colaprico A, Silva TC, et al. TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data. Nucleic Acids Res 2016; 44:e71.CrossRefPubMed Colaprico A, Silva TC, et al. TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data. Nucleic Acids Res 2016; 44:e71.CrossRefPubMed
15.
go back to reference Cancer Genome Atlas Network. Comprehensive molecular portraits of human breast tumours. Nature 2012; 490:61–70.CrossRef Cancer Genome Atlas Network. Comprehensive molecular portraits of human breast tumours. Nature 2012; 490:61–70.CrossRef
16.
go back to reference Cancer Genome Atlas Research Network, Weinstein JN, et al. The Cancer Genome Atlas Pan-Cancer analysis project. Nat Genet 2013; 45:1113–20.CrossRef Cancer Genome Atlas Research Network, Weinstein JN, et al. The Cancer Genome Atlas Pan-Cancer analysis project. Nat Genet 2013; 45:1113–20.CrossRef
17.
go back to reference Crowley J, Le Blan M, Jacobson J, Salmon S. Some exploratory tools for survival analysis. Lecture Notes on Statistics. In: Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis. New York: Springer; 1997. pp. 199–229. Crowley J, Le Blan M, Jacobson J, Salmon S. Some exploratory tools for survival analysis. Lecture Notes on Statistics. In: Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis. New York: Springer; 1997. pp. 199–229.
19.
go back to reference Hause RJ, Pritchard CC, et al. Classification and characterization of microsatellite instability across 18 cancer types. Nat Med 2016; 22:1342–50.CrossRefPubMed Hause RJ, Pritchard CC, et al. Classification and characterization of microsatellite instability across 18 cancer types. Nat Med 2016; 22:1342–50.CrossRefPubMed
20.
go back to reference Ramanathan R, Olex AL, et al. Angiopoietin pathway gene expression associated with poor breast cancer survival. Breast Cancer Res Treat 2017; 162:191–98.CrossRefPubMedPubMedCentral Ramanathan R, Olex AL, et al. Angiopoietin pathway gene expression associated with poor breast cancer survival. Breast Cancer Res Treat 2017; 162:191–98.CrossRefPubMedPubMedCentral
21.
go back to reference Young J, Kawaguchi T, et al. Tamoxifen sensitivity-related microRNA-342 is a useful biomarker for breast cancer survival. Oncotarget 2017; 8:99978–89.PubMedPubMedCentral Young J, Kawaguchi T, et al. Tamoxifen sensitivity-related microRNA-342 is a useful biomarker for breast cancer survival. Oncotarget 2017; 8:99978–89.PubMedPubMedCentral
22.
go back to reference Kawaguchi T, Yan L, et al. Overexpression of suppressive microRNAs, miR-30a and miR-200c are associated with improved survival of breast cancer patients. Sci Rep 2017; 7:15945.CrossRefPubMedPubMedCentral Kawaguchi T, Yan L, et al. Overexpression of suppressive microRNAs, miR-30a and miR-200c are associated with improved survival of breast cancer patients. Sci Rep 2017; 7:15945.CrossRefPubMedPubMedCentral
23.
go back to reference Kim SY, Kawaguchi T, et al. Clinical relevance of microRNA expressions in breast cancer validated using the cancer genome atlas (TCGA). Ann Surg Oncol 2017; 24:2943–49.CrossRefPubMedPubMedCentral Kim SY, Kawaguchi T, et al. Clinical relevance of microRNA expressions in breast cancer validated using the cancer genome atlas (TCGA). Ann Surg Oncol 2017; 24:2943–49.CrossRefPubMedPubMedCentral
25.
go back to reference Markl B, Wieberneit J, et al. Number of intratumoral T lymphocytes is associated with lymph node size, lymph node harvest, and outcome in node-negative colon cancer. Am J Clin Pathol 2016; 145:826–36.CrossRefPubMed Markl B, Wieberneit J, et al. Number of intratumoral T lymphocytes is associated with lymph node size, lymph node harvest, and outcome in node-negative colon cancer. Am J Clin Pathol 2016; 145:826–36.CrossRefPubMed
29.
go back to reference Yan H, Zhang P, et al. Primary Tr1 cells from metastatic melanoma eliminate tumor-promoting macrophages through granzyme B- and perforin-dependent mechanisms. Tumour Biol 2017; 39:1010428317697554.PubMed Yan H, Zhang P, et al. Primary Tr1 cells from metastatic melanoma eliminate tumor-promoting macrophages through granzyme B- and perforin-dependent mechanisms. Tumour Biol 2017; 39:1010428317697554.PubMed
30.
go back to reference Kiladjian JJ, Visentin G, et al. Activation of cytotoxic T-cell receptor gammadelta T lymphocytes in response to specific stimulation in myelodysplastic syndromes. Haematologica 2008; 93:381–89.CrossRefPubMed Kiladjian JJ, Visentin G, et al. Activation of cytotoxic T-cell receptor gammadelta T lymphocytes in response to specific stimulation in myelodysplastic syndromes. Haematologica 2008; 93:381–89.CrossRefPubMed
31.
go back to reference Burmeister K, Quagliata L, et al. Vascular endothelial growth factor A amplification in colorectal cancer is associated with reduced M1 and M2 macrophages and diminished PD-1-expressing lymphocytes. PLoS ONE 2017; 12:e0175563.CrossRefPubMedPubMedCentral Burmeister K, Quagliata L, et al. Vascular endothelial growth factor A amplification in colorectal cancer is associated with reduced M1 and M2 macrophages and diminished PD-1-expressing lymphocytes. PLoS ONE 2017; 12:e0175563.CrossRefPubMedPubMedCentral
32.
go back to reference Holder KA, Comeau EM, et al. Origins of natural killer cell memory: special creation or adaptive evolution. Immunology 2018;154:38–49.CrossRefPubMed Holder KA, Comeau EM, et al. Origins of natural killer cell memory: special creation or adaptive evolution. Immunology 2018;154:38–49.CrossRefPubMed
33.
35.
go back to reference Toh JW, de Souza P, et al. The potential value of immunotherapy in colorectal cancers: review of the evidence for programmed death-1 inhibitor therapy. Clin Colorectal Cancer 2016; 15:285–91.CrossRefPubMed Toh JW, de Souza P, et al. The potential value of immunotherapy in colorectal cancers: review of the evidence for programmed death-1 inhibitor therapy. Clin Colorectal Cancer 2016; 15:285–91.CrossRefPubMed
36.
go back to reference Prado-Garcia H, Romero-Garcia S, et al. The PD-L1/PD-1 pathway promotes dysfunction, but not “exhaustion”, in tumor-responding T cells from pleural effusions in lung cancer patients. Cancer Immunol Immunother 2017; 66:765–76.CrossRefPubMed Prado-Garcia H, Romero-Garcia S, et al. The PD-L1/PD-1 pathway promotes dysfunction, but not “exhaustion”, in tumor-responding T cells from pleural effusions in lung cancer patients. Cancer Immunol Immunother 2017; 66:765–76.CrossRefPubMed
37.
go back to reference Schreiber RD, Old LJ, et al. Cancer immunoediting: integrating immunity’s roles in cancer suppression and promotion. Science 2011; 331:1565–70.CrossRefPubMed Schreiber RD, Old LJ, et al. Cancer immunoediting: integrating immunity’s roles in cancer suppression and promotion. Science 2011; 331:1565–70.CrossRefPubMed
38.
go back to reference Ali HR, Chlon L, et al. Patterns of immune infiltration in breast cancer and their clinical implications: a gene-expression-based retrospective study. PLoS Med 2016; 13:e1002194.CrossRefPubMedPubMedCentral Ali HR, Chlon L, et al. Patterns of immune infiltration in breast cancer and their clinical implications: a gene-expression-based retrospective study. PLoS Med 2016; 13:e1002194.CrossRefPubMedPubMedCentral
39.
go back to reference Katz SC, Bamboat ZM, et al. Regulatory T cell infiltration predicts outcome following resection of colorectal cancer liver metastases. Ann Surg Oncol 2013; 20:946–55.CrossRefPubMed Katz SC, Bamboat ZM, et al. Regulatory T cell infiltration predicts outcome following resection of colorectal cancer liver metastases. Ann Surg Oncol 2013; 20:946–55.CrossRefPubMed
40.
go back to reference Saigusa S, Toiyama Y, et al. Implication of programmed cell death ligand 1 expression in tumor recurrence and prognosis in rectal cancer with neoadjuvant chemoradiotherapy. Int J Clin Oncol 2016; 21:946–52.CrossRefPubMed Saigusa S, Toiyama Y, et al. Implication of programmed cell death ligand 1 expression in tumor recurrence and prognosis in rectal cancer with neoadjuvant chemoradiotherapy. Int J Clin Oncol 2016; 21:946–52.CrossRefPubMed
41.
go back to reference Gao Q, Qiu SJ, et al. Intratumoral balance of regulatory and cytotoxic T cells is associated with prognosis of hepatocellular carcinoma after resection. J Clin Oncol 2007; 25:2586–93.CrossRefPubMed Gao Q, Qiu SJ, et al. Intratumoral balance of regulatory and cytotoxic T cells is associated with prognosis of hepatocellular carcinoma after resection. J Clin Oncol 2007; 25:2586–93.CrossRefPubMed
42.
go back to reference Anderson AC. Tim-3: an emerging target in the cancer immunotherapy landscape. Cancer Immunol Res 2014; 2:393–98.CrossRefPubMed Anderson AC. Tim-3: an emerging target in the cancer immunotherapy landscape. Cancer Immunol Res 2014; 2:393–98.CrossRefPubMed
43.
Metadata
Title
Cytolytic Activity Score to Assess Anticancer Immunity in Colorectal Cancer
Authors
Sumana Narayanan, MD
Tsutomu Kawaguchi, MD, PhD
Li Yan, PhD
Xuan Peng, MS
Qianya Qi, MS
Kazuaki Takabe, MD, PhD, FACS
Publication date
01-08-2018
Publisher
Springer International Publishing
Published in
Annals of Surgical Oncology / Issue 8/2018
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-018-6506-6

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