Integrative Analyses of Colorectal Cancer Show Immunoscore Is a Stronger Predictor of Patient Survival Than Microsatellite Instability

被引:853
作者
Mlecnik, Bernhard [1 ,2 ,3 ]
Bindea, Gabriela [1 ,2 ,3 ]
Angell, Helen K. [1 ,2 ,3 ,4 ]
Maby, Pauline [1 ,2 ,3 ,5 ,6 ]
Angelova, Mihaela [1 ,2 ,3 ,7 ]
Tougeron, David [5 ,6 ,8 ,9 ]
Church, Sarah E. [1 ,2 ,3 ]
Lafontaine, Lucie [1 ,2 ,3 ]
Fischer, Maria [7 ]
Fredriksen, Tessa [1 ,2 ,3 ]
Sasso, Maristella [1 ,2 ,3 ]
Bilocq, Amelie M. [1 ,2 ,3 ]
Kirilovsky, Amos [1 ,2 ,3 ]
Obenauf, Anna C. [10 ]
Hamieh, Mohamad [5 ,6 ]
Berger, Anne [1 ,11 ]
Bruneval, Patrick [12 ]
Tuech, Jean-Jacques [13 ]
Sabourin, Jean-Christophe [14 ]
Le Pessot, Florence [14 ]
Mauillon, Jacques [14 ,15 ]
Rafii, Arash [16 ]
Laurent-Puig, Pierre [2 ,17 ]
Speicher, Michael R. [10 ]
Trajanoski, Zlatko [7 ]
Michel, Pierre [8 ]
Sesbouee, Richard [5 ,6 ]
Frebourg, Thierry [5 ,6 ,17 ]
Pages, Franck [1 ,2 ,3 ,18 ]
Valge-Archer, Viia [4 ,19 ]
Latouche, Jean-Baptiste [5 ,6 ,9 ]
Galon, Jerome [1 ,2 ,3 ]
机构
[1] INSERM, UMRS1138, Lab Integrat Canc Immunol, F-75006 Paris, France
[2] Univ Paris 05, UMRS1138, Sorbonne Paris Cite, F-75006 Paris, France
[3] Univ Paris 06, UMRS1138, Sorbonne Paris Cite, Ctr Rech Cordeliers, F-75006 Paris, France
[4] AstraZeneca, Innovat Med & Early Dev, Oncol, Cambridge CB4 OWG, England
[5] Univ Rouen, Fac Med, INSERM, U1079, F-76000 Rouen, France
[6] IRIB, F-76000 Rouen, France
[7] Med Univ Innsbruck, Div Bioinformat, Bioctr, A-6020 Innsbruck, Austria
[8] Rouen Univ Hosp, Dept Gastroenterol, F-76000 Rouen, France
[9] Rouen Univ Hosp, Dept Genet, F-76000 Rouen, France
[10] Med Univ Graz, Inst Human Genet, A-8010 Graz, Austria
[11] Hop Europeen Georges Pompidou, AP HP, Dept Gen & Digest Surg, F-75015 Paris, France
[12] Hop Europeen Georges Pompidou, AP HP, Dept Anatomopathol, F-75015 Paris, France
[13] Rouen Univ Hosp, Dept Digest Surg, F-76000 Rouen, France
[14] Rouen Univ Hosp, Dept Anatomopathol, F-76000 Rouen, France
[15] La Havre Hosp, Dept Gastroenterol, F-76600 Le Havre, France
[16] Qatar Fdn, Educ City, Weill Cornell Med Coll Qatar, Stem Cell & Microenvironment Lab, Doha 3263, Qatar
[17] INSERM, UMRS775, Bases Mol Reponse Xenobiot, F-75006 Paris, France
[18] Hopital Europeen Georges Pompidou, AP HP, Dept Immunol, F-75015 Paris, France
[19] MedImmune, Cambridge CB21 GGH, England
基金
欧盟地平线“2020”;
关键词
IMMUNE CELLS; T-CELLS; BLOCKADE; TUMORS; COLON; CLASSIFICATION; IMMUNOTHERAPY; CYTOSCAPE; IMMUNOSURVEILLANCE; MICROENVIRONMENT;
D O I
10.1016/j.immuni.2016.02.025
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
Microsatellite instability in colorectal cancer predicts favorable outcomes. However, the mechanistic relationship between microsatellite instability, tumor-infiltrating immune cells, Immunoscore, and their impact on patient survival remains to be elucidated. We found significant differences in mutational patterns, chromosomal instability, and gene expression that correlated with patient microsatellite instability status. A prominent immune gene expression was observed in microsatellite-instable (MSI) tumors, as well as in a subgroup of microsatellite-stable (MSS) tumors. MSI tumors had increased frameshift mutations, showed genetic evidence of immunoediting, had higher densities of Th1, effector-memory T cells, in situ proliferating T cells, and inhibitory PD1-PDL1 cells, had high Immunoscores, and were infiltrated with mutation-specific cytotoxic T cells. Multivariate analysis revealed that Immunoscore was superior to microsatellite instability in predicting patients' disease-specific recurrence and survival. These findings indicate that assessment of the immune status via Immunoscore provides a potent indicator of tumor recurrence beyond microsatellite-instability staging that could be an important guide for immunotherapy strategies.
引用
收藏
页码:698 / 711
页数:14
相关论文
共 59 条
[1]
Characterization of the immunophenotypes and antigenomes of colorectal cancers reveals distinct tumor escape mechanisms and novel targets for immunotherapy [J].
Angelova, Mihaela ;
Charoentong, Pornpimol ;
Hackl, Hubert ;
Fischer, Maria L. ;
Snajder, Rene ;
Krogsdam, Anne M. ;
Waldner, Maximilian J. ;
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Galon, Jerome ;
Trajanoski, Zlatko .
GENOME BIOLOGY, 2015, 16
[2]
[Anonymous], CURR OPIN IMMUNOL, V25, P261
[3]
Immune cells in colorectal cancer: prognostic relevance and therapeutic strategies [J].
Atreya, Imke ;
Neurath, Markus F. .
EXPERT REVIEW OF ANTICANCER THERAPY, 2008, 8 (04) :561-572
[4]
Development of a fluorescent multiplex assay for detection of MSI-high tumors [J].
Bacher, JW ;
Flanagan, LA ;
Smalley, RL ;
Nassif, NA ;
Burgart, LJ ;
Halberg, RB ;
Megid, WMA ;
Thibodeau, SN .
DISEASE MARKERS, 2004, 20 (4-5) :237-250
[5]
Density of tumor-infiltrating lymphocytes correlates with extent of brain edema and overall survival time in patients with brain metastases [J].
Berghoff, Anna S. ;
Fuchs, Elisabeth ;
Ricken, Gerda ;
Mlecnik, Bernhard ;
Bindea, Gabriela ;
Spanberger, Thomas ;
Hackl, Monika ;
Widhalm, Georg ;
Dieckmann, Karin ;
Prayer, Daniela ;
Bilocq, Amelie ;
Heinzl, Harald ;
Zielinski, Christoph ;
Bartsch, Rupert ;
Birner, Peter ;
Galon, Jerome ;
Preusser, Matthias .
ONCOIMMUNOLOGY, 2016, 5 (01)
[6]
The immune landscape of human tumors Implications for cancer immunotherapy [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Angell, Helen K. ;
Galon, Jerome .
ONCOIMMUNOLOGY, 2014, 3 (01)
[7]
Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[8]
CluePedia Cytoscape plugin: pathway insights using integrated experimental and in silico data [J].
Bindea, Gabriela ;
Galon, Jerome ;
Mlecnik, Bernhard .
BIOINFORMATICS, 2013, 29 (05) :661-663
[9]
ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Hackl, Hubert ;
Charoentong, Pornpimol ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Trajanoski, Zlatko ;
Galon, Jerome .
BIOINFORMATICS, 2009, 25 (08) :1091-1093
[10]
Safety and Activity of Anti-PD-L1 Antibody in Patients with Advanced Cancer [J].
Brahmer, Julie R. ;
Tykodi, Scott S. ;
Chow, Laura Q. M. ;
Hwu, Wen-Jen ;
Topalian, Suzanne L. ;
Hwu, Patrick ;
Drake, Charles G. ;
Camacho, Luis H. ;
Kauh, John ;
Odunsi, Kunle ;
Pitot, Henry C. ;
Hamid, Omid ;
Bhatia, Shailender ;
Martins, Renato ;
Eaton, Keith ;
Chen, Shuming ;
Salay, Theresa M. ;
Alaparthy, Suresh ;
Grosso, Joseph F. ;
Korman, Alan J. ;
Parker, Susan M. ;
Agrawal, Shruti ;
Goldberg, Stacie M. ;
Pardoll, Drew M. ;
Gupta, Ashok ;
Wigginton, Jon M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (26) :2455-2465