Characterization of the immune cell landscape in CRC: Clinical implications of tumour-infiltrating leukocytes in early- and late-stage CRC

被引:11
作者
Bazzi, Zainab Ali [1 ,2 ]
Sneddon, Sophie [2 ]
Zhang, Peter G. Y. [1 ,2 ]
Tai, Isabella T. [1 ,2 ]
机构
[1] Univ British Columbia, Dept Med, Div Gastroenterol, Vancouver, BC, Canada
[2] BC Canc, Canadas Michael Smith Genome Sci Ctr, Vancouver, BC, Canada
关键词
colorectal cancer; prognosis; dendritic cells; T cells; cancer immunology; COLORECTAL-CANCER; R PACKAGE; LYMPHOCYTES; SAFETY; STATISTICS; EXPRESSION; NIVOLUMAB; RESPONSES; ANTI-PD-1; BLOCKADE;
D O I
10.3389/fimmu.2022.978862
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionColorectal cancer (CRC) is the third leading cause of cancer-related deaths globally. Tumour-infiltrating leukocytes play an important role in cancers, including CRC. We therefore sought to characterize the impact of tumour-infiltrating leukocytes on CRC prognosis. MethodsTo determine whether the immune cell profile within CRC tissue could influence prognosis, we employed three computational methodologies (CIBERSORT, xCell and MCPcounter) to predict abundance of immune cell types, based on gene expression. This was done using two patient cohorts, TCGA and BC Cancer Personalized OncoGenomics (POG). ResultsWe observed significant differences in immune cell composition between CRC and normal adjacent colon tissue, as well as differences in based on method of analysis. Evaluation of survival based on immune cell types revealed dendritic cells as a positive prognostic marker, consistently across methodologies. Mast cells were also found to be a positive prognostic marker, but in a stage-dependent manner. Unsupervised cluster analysis demonstrated that significant differences in immune cell composition has a more pronounced effect on prognosis in early-stage CRC, compared to late-stage CRC. This analysis revealed a distinct group of individuals with early-stage CRC which have an immune infiltration signature that indicates better survival probability. ConclusionsTaken together, characterization of the immune landscape in CRC has provided a powerful tool to assess prognosis. We anticipate that further characterization of the immune landscape will facilitate use of immunotherapies in CRC.
引用
收藏
页数:13
相关论文
共 48 条
[21]   Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 [J].
Love, Michael I. ;
Huber, Wolfgang ;
Anders, Simon .
GENOME BIOLOGY, 2014, 15 (12)
[22]   Tumor-Infiltrating CD8+ Lymphocytes Predict Clinical Outcome in Breast Cancer [J].
Mahmoud, Sahar M. A. ;
Paish, Emma Claire ;
Powe, Desmond G. ;
Macmillan, R. Douglas ;
Grainge, Matthew J. ;
Lee, Andrew H. S. ;
Ellis, Ian O. ;
Green, Andrew R. .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (15) :1949-1955
[23]   Histopathologic-Based Prognostic Factors of Colorectal Cancers Are Associated With the State of the Local Immune Reaction [J].
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Berger, Anne ;
Bindea, Gabriela ;
Meatchi, Tchao ;
Bruneval, Patrick ;
Trajanoski, Zlatko ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Galon, Jerome .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (06) :610-618
[24]   Determining cell type abundance and expression from bulk tissues with digital cytometry [J].
Newman, Aaron M. ;
Steen, Chloe B. ;
Liu, Chih Long ;
Gentles, Andrew J. ;
Chaudhuri, Aadel A. ;
Scherer, Florian ;
Khodadoust, Michael S. ;
Esfahani, Mohammad S. ;
Luca, Bogdan A. ;
Steiner, David ;
Diehn, Maximilian ;
Alizadeh, Ash A. .
NATURE BIOTECHNOLOGY, 2019, 37 (07) :773-+
[25]  
Newman AM, 2015, NAT METHODS, V12, P453, DOI [10.1038/NMETH.3337, 10.1038/nmeth.3337]
[26]   Effector memory T cells, early metastasis, and survival in colorectal cancer [J].
Pagès, F ;
Berger, A ;
Camus, M ;
Sanchez-Cabo, F ;
Costes, A ;
Molidor, R ;
Mlecnik, B ;
Kirilovsky, A ;
Nilsson, M ;
Damotte, D ;
Meatchi, T ;
Bruneval, P ;
Cugnenc, PH ;
Trajanoski, Z ;
Fridman, WH ;
Galon, J .
NEW ENGLAND JOURNAL OF MEDICINE, 2005, 353 (25) :2654-2666
[27]   International validation of the consensus Immunoscore for the classification of colon cancer: a prognostic and accuracy study [J].
Pages, Franck ;
Mlecnik, Bernhard ;
Marliot, Florence ;
Bindea, Gabriela ;
Ou, Fang-Shu ;
Bifulco, Carlo ;
Lugli, Alessandro ;
Zlobec, Inti ;
Rau, Tilman T. ;
Berger, Martin D. ;
Nagtegaal, Iris D. ;
Vink-Borger, Elisa ;
Hartmann, Arndt ;
Geppert, Carol ;
Kolwelter, Julie ;
Merkel, Susanne ;
Gruetzmann, Robert ;
Van den Eynde, Marc ;
Jouret-Mourin, Anne ;
Kartheuser, Alex ;
Leonard, Daniel ;
Remue, Christophe ;
Wang, Julia Y. ;
Bavi, Prashant ;
Roehrl, Michael H. A. ;
Ohashi, Pamela S. ;
Nguyen, Linh T. ;
Han, SeongJun ;
MacGregor, Heather L. ;
Hafezi-Bakhtiari, Sara ;
Wouters, Bradly G. ;
Masucci, Giuseppe V. ;
Andersson, Emilia K. ;
Zavadova, Eva ;
Vocka, Michal ;
Spacek, Jan ;
Petruzelka, Lubos ;
Konopasek, Bohuslav ;
Dundr, Pavel ;
Skalova, Helena ;
Nemejcova, Kristyna ;
Botti, Gerardo ;
Tatangelo, Fabiana ;
Delrio, Paolo ;
Ciliberto, Gennaro ;
Maio, Michele ;
Laghi, Luigi ;
Grizzi, Fabio ;
Fredriksen, Tessa ;
Buttard, Benedicte .
LANCET, 2018, 391 (10135) :2128-2139
[28]   The blockade of immune checkpoints in cancer immunotherapy [J].
Pardoll, Drew M. .
NATURE REVIEWS CANCER, 2012, 12 (04) :252-264
[29]   Mast Cell Targeting Hampers Prostate Adenocarcinoma Development but Promotes the Occurrence of Highly Malignant Neuroendocrine Cancers [J].
Pittoni, Paola ;
Tripodo, Claudio ;
Piconese, Silvia ;
Mauri, Giorgio ;
Parenza, Mariella ;
Rigoni, Alice ;
Sangaletti, Sabina ;
Colombo, Mario P. .
CANCER RESEARCH, 2011, 71 (18) :5987-5997
[30]   Mast cells, angiogenesis, and tumour growth [J].
Ribatti, Domenico ;
Crivellato, Enrico .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2012, 1822 (01) :2-8