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El Sissy C, Kirilovsky A, Iseas S, Lagorce Pagès C, Zeitoun G, Pagès F. Reply to Z. Gao et al. J Clin Oncol 2024; 42:1088-1089. [PMID: 38306589 DOI: 10.1200/jco.23.02644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 12/11/2023] [Indexed: 02/04/2024] Open
Affiliation(s)
- Carine El Sissy
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Amos Kirilovsky
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Soledad Iseas
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Christine Lagorce Pagès
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Guy Zeitoun
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Franck Pagès
- Carine El Sissy, MD, PhD and Amos Kirilovsky, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France; Soledad Iseas, MD, PhD, Oncology Unit, Hospital Paris Saint-Joseph, Paris, France; Christine Lagorce Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France, Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France; and Guy Zeitoun, MD and Franck Pagès, MD, PhD, INSERM, Laboratory of Integrative Cancer Immunology, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France, Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
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El Sissy C, Kirilovsky A, Lagorce Pagès C, Marliot F, Custers PA, Dizdarevic E, Sroussi M, Castillo-Martin M, Haicheur N, Dermani M, Loche N, Buttard B, Musina AM, Anitei MG, van den Berg JG, Broeks A, Iseas S, Coraglio M, Loria FS, Romero A, Laurent-Puig P, de Reyniès A, Fernandez LM, Karoui M, Tougeron D, Vaccaro CA, Santino JP, Poulsen LØ, Lindebjerg J, O'Connor JM, Scripcariu V, Dimofte MG, Gérard JP, Chalabi M, Figueiredo N, Perez RO, Habr-Gama A, Galon J, Hansen TF, Jensen LH, Beets G, Zeitoun G, Pagès F. International Validation of the Immunoscore Biopsy in Patients With Rectal Cancer Managed by a Watch-and-Wait Strategy. J Clin Oncol 2024; 42:70-80. [PMID: 37788410 PMCID: PMC10730081 DOI: 10.1200/jco.23.00586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/06/2023] [Accepted: 07/24/2023] [Indexed: 10/05/2023] Open
Abstract
PURPOSE No biomarker capable of improving selection and monitoring of patients with rectal cancer managed by watch-and-wait (W&W) strategy is currently available. Prognostic performance of the Immunoscore biopsy (ISB) was recently suggested in a preliminary study. METHODS This international validation study included 249 patients with clinical complete response (cCR) managed by W&W strategy. Intratumoral CD3+ and CD8+ T cells were quantified on pretreatment rectal biopsies by digital pathology and converted to ISB. The primary end point was time to recurrence (TTR; the time from the end of neoadjuvant treatment to the date of local regrowth or distant metastasis). Associations between ISB and outcomes were analyzed by stratified Cox regression adjusted for confounders. Immune status of tumor-draining lymph nodes (n = 161) of 17 additional patients treated by neoadjuvant chemoradiotherapy and surgery was investigated by 3'RNA-Seq and immunofluorescence. RESULTS Recurrence-free rates at 5 years were 91.3% (82.4%-100.0%), 62.5% (53.2%-73.3%), and 53.1% (42.4%-66.5%) with ISB High, ISB Intermediate, and ISB Low, respectively (hazard ratio [HR; Low v High], 6.51; 95% CI, 1.99 to 21.28; log-rank P = .0004). ISB was also significantly associated with disease-free survival (log-rank P = .0002), and predicted both local regrowth and distant metastasis. In multivariate analysis, ISB was independent of patient age, sex, tumor location, cT stage (T, primary tumor; c, clinical), cN stage (N, regional lymph node; c, clinical), and was the strongest predictor for TTR (HR [ISB High v Low], 6.93; 95% CI, 2.08 to 23.15; P = .0017). The addition of ISB to a clinical-based model significantly improved the prediction of recurrence. Finally, B-cell proliferation and memory in draining lymph nodes was evidenced in the draining lymph nodes of patients with cCR. CONCLUSION The ISB is validated as a biomarker to predict both local regrowth and distant metastasis, with a gradual scaling of the risk of pejorative outcome.
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Affiliation(s)
- Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Christine Lagorce Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
- Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Petra A. Custers
- Department of Surgery, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, the Netherlands
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Edina Dizdarevic
- Department of Oncology, Danish Colorectal Cancer Center South, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Marine Sroussi
- Cordeliers Research Center, Sorbonne University, INSERM, University Paris Cité, SIRIC CARPEM, Paris, France
- Chemistry Biology Innovation Institute, BioChimie Laboratory, ESPCI, UMR8231 CNRS, University PSL, Paris, France
| | | | - Nacilla Haicheur
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Mohamed Dermani
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Nicolas Loche
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Bénedicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
| | - Ana Maria Musina
- Department of Surgical Oncology, Regional Institute of Oncology (IRO), Iasi, Romania
- “Grigore T. Popa” University of Medicine and Pharmacy, Iasi, Romania
| | - Maria Gabriela Anitei
- “Grigore T. Popa” University of Medicine and Pharmacy, Iasi, Romania
- Surgical Oncology Unit, Regional Institute of Oncology, Iasi, Romania
| | - José G. van den Berg
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Annegien Broeks
- Core Facility Molecular Pathology and Biobanking, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Soledad Iseas
- Oncology Unit, Gastroenterology Hospital Carlos Bonorino Udaondo, Buenos Aires, Argentina
| | - Mariana Coraglio
- Oncology Unit, Gastroenterology Hospital Carlos Bonorino Udaondo, Buenos Aires, Argentina
| | - Fernando Sanchez Loria
- GI Clinical Oncology and GI Surgical Oncology, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Alfredo Romero
- Department of Clinical Oncology, British Hospital of Buenos Aires, Buenos Aires, Argentina
| | - Pierre Laurent-Puig
- Cordeliers Research Center, Sorbonne University, University Paris Cité, INSERM UMR1138, Paris, France
- Department of Biology, Cancer Institute Paris CARPEM, AP-HP, Georges Pompidou European Hospital, Paris, France
| | - Aurélien de Reyniès
- Cordeliers Research Center, University Paris Cité, INSERM UMRS1138, Paris, France
- AP-HP, SeqOIA Genomic Medicine Laboratory—IT Platform, Paris, France
| | - Laura M. Fernandez
- Colorectal Surgery, Digestive Department, Champalimaud Foundation, Lisbon, Portugal
| | - Mehdi Karoui
- Department of Digestive and Oncologic Surgery, AP-HP, Georges Pompidou European Hospital, Paris, France
| | - David Tougeron
- Department of Hepato-Gastro-Enterology and Nutritional Assistance, University Hospital of Poitiers, Poitiers, France
| | - Carlos A. Vaccaro
- Department of General Surgery, Hospital Italiano, Buenos Aires, Argentina
| | - Juan P. Santino
- Department of General Surgery, Hospital Italiano, Buenos Aires, Argentina
| | - Laurids Østergaard Poulsen
- Department of Oncology, Danish Colorectal Cancer Center South, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Jan Lindebjerg
- Department of Oncology, Danish Colorectal Cancer Center South, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Juan Manuel O'Connor
- GI Clinical Oncology and GI Surgical Oncology, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Viorel Scripcariu
- “Grigore T. Popa” University of Medicine and Pharmacy, Iasi, Romania
- Surgical Oncology Unit, Regional Institute of Oncology, Iasi, Romania
| | - Mihail-Gabriel Dimofte
- Department of Surgical Oncology, Regional Institute of Oncology (IRO), Iasi, Romania
- “Grigore T. Popa” University of Medicine and Pharmacy, Iasi, Romania
| | | | - Myriam Chalabi
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Nuno Figueiredo
- Colorectal Surgery, Digestive Department, Champalimaud Foundation, Lisbon, Portugal
| | - Rodrigo O. Perez
- Division of Colorectal Surgery, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil
- Department of Surgical Oncology, Beneficencia Portuguesa Hospital, São Paulo, Brazil
- Angelita and Joaquim Gama Institute, São Paulo, Brazil
| | - Angelita Habr-Gama
- Division of Colorectal Surgery, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil
- Department of Surgical Oncology, Beneficencia Portuguesa Hospital, São Paulo, Brazil
- Angelita and Joaquim Gama Institute, São Paulo, Brazil
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
| | - Torben Frøstrup Hansen
- Department of Oncology, Danish Colorectal Cancer Center South, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Lars Henrik Jensen
- Department of Oncology, Danish Colorectal Cancer Center South, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Geerard Beets
- Department of Surgery, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, the Netherlands
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Guy Zeitoun
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Cordeliers Research Center, Sorbonne University, University Paris Cité, Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
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Willis J, Anders RA, Torigoe T, Hirohashi Y, Bifulco C, Zlobec I, Mlecnik B, Demaria S, Choi WT, Dundr P, Tatangelo F, Di Mauro A, Baldin P, Bindea G, Marliot F, Haicheur N, Fredriksen T, Kirilovsky A, Buttard B, Vasaturo A, Lafontaine L, Maby P, El Sissy C, Hijazi A, Majdi A, Lagorce C, Berger A, Van den Eynde M, Pagès F, Lugli A, Galon J. Multi-Institutional Evaluation of Pathologists' Assessment Compared to Immunoscore. Cancers (Basel) 2023; 15:4045. [PMID: 37627073 PMCID: PMC10452341 DOI: 10.3390/cancers15164045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND The Immunoscore (IS) is a quantitative digital pathology assay that evaluates the immune response in cancer patients. This study reports on the reproducibility of pathologists' visual assessment of CD3+- and CD8+-stained colon tumors, compared to IS quantification. METHODS An international group of expert pathologists evaluated 540 images from 270 randomly selected colon cancer (CC) cases. Concordance between pathologists' T-score, corresponding hematoxylin-eosin (H&E) slides, and the digital IS was evaluated for two- and three-category IS. RESULTS Non-concordant T-scores were reported in more than 92% of cases. Disagreement between semi-quantitative visual assessment of T-score and the reference IS was observed in 91% and 96% of cases before and after training, respectively. Statistical analyses showed that the concordance index between pathologists and the digital IS was weak in two- and three-category IS, respectively. After training, 42% of cases had a change in T-score, but no improvement was observed with a Kappa of 0.465 and 0.374. For the 20% of patients around the cut points, no concordance was observed between pathologists and digital pathology analysis in both two- and three-category IS, before or after training (all Kappa < 0.12). CONCLUSIONS The standardized IS assay outperformed expert pathologists' T-score evaluation in the clinical setting. This study demonstrates that digital pathology, in particular digital IS, represents a novel generation of immune pathology tools for reproducible and quantitative assessment of tumor-infiltrated immune cell subtypes.
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Affiliation(s)
- Joseph Willis
- Department of Pathology, UH Cleveland Medical Center, Cleveland, OH 44106, USA;
| | | | - Toshihiko Torigoe
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan; (T.T.); (Y.H.)
| | - Yoshihiko Hirohashi
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan; (T.T.); (Y.H.)
| | - Carlo Bifulco
- Department of Pathology and Molecular Genomics, Providence Portland Medical Center, Portland, OR 97213, USA;
| | - Inti Zlobec
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland; (I.Z.); (A.L.)
| | - Bernhard Mlecnik
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Inovarion, 75005 Paris, France
| | - Sandra Demaria
- Department of Pathology, Weill Cornell Medicine, New York, NY 10021, USA;
| | - Won-Tak Choi
- Department of Pathology, University of California, San Francisco, CA 94143, USA;
| | - Pavel Dundr
- Institute of Pathology, First Faculty of Medicine, Charles University, General University Hospital in Prague, 12808 Prague, Czech Republic;
| | - Fabiana Tatangelo
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Napoli, Italy; (F.T.); (A.D.M.)
| | - Annabella Di Mauro
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Napoli, Italy; (F.T.); (A.D.M.)
| | - Pamela Baldin
- Department of Pathology, Cliniques Universitaires St-Luc, Institut de Recherche Clinique et Experimentale (Pole GAEN), Université Catholique de Louvain, 1348 Brussels, Belgium;
| | - Gabriela Bindea
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Nacilla Haicheur
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Tessa Fredriksen
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Bénédicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Angela Vasaturo
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Lucie Lafontaine
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Pauline Maby
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Assia Hijazi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Amine Majdi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Christine Lagorce
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Department of Pathology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Anne Berger
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, Institut de Recherche Clinique et Experimentale (Pole MIRO), Université Catholique de Louvain, 1030 Brussels, Belgium;
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Alessandro Lugli
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland; (I.Z.); (A.L.)
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; (B.M.); (G.B.); (F.M.); (N.H.); (T.F.); (A.K.); (B.B.); (A.V.); (L.L.); (P.M.); (C.E.S.); (A.H.); (A.M.); (C.L.); (A.B.); (F.P.)
- Centre de Recherche des Cordeliers, Sorbonne Université, Université Paris Cité, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
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Mlecnik B, Lugli A, Bindea G, Marliot F, Bifulco C, Lee JKJ, Zlobec I, Rau TT, Berger MD, Nagtegaal ID, Vink-Börger E, Hartmann A, Geppert CI, Kolwelter J, Merkel S, Grützmann R, Van den Eynde M, Jouret-Mourin A, Kartheuser A, Léonard D, Remue C, Wang J, Bavi P, Roehrl MHA, Ohashi PS, Nguyen LT, Han S, MacGregor HL, Hafezi-Bakhtiari S, Wouters BG, Masucci GV, Andersson EK, Zavadova E, Vocka M, Spacek J, Petruzelka L, Konopasek B, Dundr P, Skalova H, Nemejcova K, Botti G, Tatangelo F, Delrio P, Ciliberto G, Maio M, Laghi L, Grizzi F, Fredriksen T, Buttard B, Lafontaine L, Maby P, Majdi A, Hijazi A, El Sissy C, Kirilovsky A, Berger A, Lagorce C, Paustian C, Ballesteros-Merino C, Dijkstra J, van de Water C, Vliet SVLV, Knijn N, Mușină AM, Scripcariu DV, Popivanova B, Xu M, Fujita T, Hazama S, Suzuki N, Nagano H, Okuno K, Torigoe T, Sato N, Furuhata T, Takemasa I, Patel P, Vora HH, Shah B, Patel JB, Rajvik KN, Pandya SJ, Shukla SN, Wang Y, Zhang G, Kawakami Y, Marincola FM, Ascierto PA, Fox BA, Pagès F, Galon J. Multicenter International Study of the Consensus Immunoscore for the Prediction of Relapse and Survival in Early-Stage Colon Cancer. Cancers (Basel) 2023; 15:cancers15020418. [PMID: 36672367 PMCID: PMC9856473 DOI: 10.3390/cancers15020418] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/23/2022] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Background: The prognostic value of Immunoscore was evaluated in Stage II/III colon cancer (CC) patients, but it remains unclear in Stage I/II, and in early-stage subgroups at risk. An international Society for Immunotherapy of Cancer (SITC) study evaluated the pre-defined consensus Immunoscore in tumors from 1885 AJCC/UICC-TNM Stage I/II CC patients from Canada/USA (Cohort 1) and Europe/Asia (Cohort 2). METHODS: Digital-pathology is used to quantify the densities of CD3+ and CD8+ T-lymphocyte in the center of tumor (CT) and the invasive margin (IM). The time to recurrence (TTR) was the primary endpoint. Secondary endpoints were disease-free survival (DFS), overall survival (OS), prognosis in Stage I, Stage II, Stage II-high-risk, and microsatellite-stable (MSS) patients. RESULTS: High-Immunoscore presented with the lowest risk of recurrence in both cohorts. In Stage I/II, recurrence-free rates at 5 years were 78.4% (95%-CI, 74.4−82.6), 88.1% (95%-CI, 85.7−90.4), 93.4% (95%-CI, 91.1−95.8) in low, intermediate and high Immunoscore, respectively (HR (Hi vs. Lo) = 0.27 (95%-CI, 0.18−0.41); p < 0.0001). In Cox multivariable analysis, the association of Immunoscore to outcome was independent (TTR: HR (Hi vs. Lo) = 0.29, (95%-CI, 0.17−0.50); p < 0.0001) of the patient’s gender, T-stage, sidedness, and microsatellite instability-status (MSI). A significant association of Immunoscore with survival was found for Stage II, high-risk Stage II, T4N0 and MSS patients. The Immunoscore also showed significant association with TTR in Stage-I (HR (Hi vs. Lo) = 0.07 (95%-CI, 0.01−0.61); P = 0.016). The Immunoscore had the strongest (69.5%) contribution χ2 for influencing survival. Patients with a high Immunoscore had prolonged TTR in T4N0 tumors even for patients not receiving chemotherapy, and the Immunoscore remained the only significant parameter in multivariable analysis. CONCLUSION: In early CC, low Immunoscore reliably identifies patients at risk of relapse for whom a more intensive surveillance program or adjuvant treatment should be considered.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Inovarion, 75005 Paris, France
| | - Alessandro Lugli
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Gabriela Bindea
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Carlo Bifulco
- Department of Pathology, Providence Portland Medical Center, Portland, OR 97213, USA
| | - Jiun-Kae Jack Lee
- Department of Biostatistics, M.D. Anderson Cancer Center, University of Texas, Houston, TX 77030, USA
| | - Inti Zlobec
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Tilman T. Rau
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Martin D. Berger
- Department of Medical Oncology, University Hospital of Bern, 3010 Bern, Switzerland
| | - Iris D. Nagtegaal
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Elisa Vink-Börger
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Arndt Hartmann
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Carol I. Geppert
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Julie Kolwelter
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Susanne Merkel
- Department of Surgery, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Robert Grützmann
- Department of Surgery, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, 1200 Brussels, Belgium
- Institut de Recherche Clinique et Experimentale (Pole MIRO), Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Anne Jouret-Mourin
- Department of Pathology, Cliniques Universitaires St-Luc, 1200 Brussels, Belgium
- Institut de Recherche Clinique et Experimentale (Pole GAEN), Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Alex Kartheuser
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Daniel Léonard
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Christophe Remue
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Julia Wang
- Curandis, New York, NY 10583, USA
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Prashant Bavi
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Michael H. A. Roehrl
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Linh T. Nguyen
- Princess Margaret Cancer Centre, Toronto, ON M5G 2C1, Canada
| | - SeongJun Han
- Princess Margaret Cancer Centre, Toronto, ON M5G 2C1, Canada
| | | | - Sara Hafezi-Bakhtiari
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
| | | | - Giuseppe V. Masucci
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, 17177 Stockholm, Sweden
| | - Emilia K. Andersson
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, 17177 Stockholm, Sweden
| | - Eva Zavadova
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Jan Spacek
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Bohuslav Konopasek
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Pavel Dundr
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Helena Skalova
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Kristyna Nemejcova
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Gerardo Botti
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Napoli, Italy
| | - Fabiana Tatangelo
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Napoli, Italy
| | - Paolo Delrio
- Colorectal Surgery Department, Instituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Napoli, Italy
| | | | - Michele Maio
- Center for Immuno-Oncology, University Hospital, 53100 Siena, Italy
| | - Luigi Laghi
- Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20090 Milan, Italy
- Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy
| | - Fabio Grizzi
- Department of Immunology and Inflammation, IRCCS Humanitas Research Hospital, Rozzano, 20090 Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy
| | - Tessa Fredriksen
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Bénédicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Lucie Lafontaine
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Pauline Maby
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Amine Majdi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Assia Hijazi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
| | - Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Anne Berger
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Christine Lagorce
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Department of Pathology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Christopher Paustian
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Carmen Ballesteros-Merino
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Jeroen Dijkstra
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | | | | | - Nikki Knijn
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Ana-Maria Mușină
- Department of Surgical Oncology, Regional Institute of Oncology, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iaşi, Romania
| | - Dragos-Viorel Scripcariu
- Department of Surgical Oncology, Regional Institute of Oncology, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iaşi, Romania
| | - Boryana Popivanova
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Mingli Xu
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics against Cancer, Yamaguchi University School of Medicine, Yamaguchi 755-8505, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi 753-8511, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi 753-8511, Japan
| | - Kiyotaka Okuno
- Department of Surgery, School of Medicine, Kindai University, Osaka-sayama 589-0014, Japan
| | - Toshihiko Torigoe
- Department of Pathology, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Noriyuki Sato
- Department of Pathology, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Tomohisa Furuhata
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Ichiro Takemasa
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Prabhu Patel
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Hemangini H. Vora
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Birva Shah
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | | | - Kruti N. Rajvik
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Shashank J. Pandya
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Shilin N. Shukla
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Yili Wang
- Institute for Cancer Research, School of Basic Medical Science, Xi’an 710061, China
- Health Science Center of Xi’an Jiaotong University, Xi’an 710061, China
| | - Guanjun Zhang
- Institute for Cancer Research, School of Basic Medical Science, Xi’an 710061, China
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | | | - Paolo A. Ascierto
- Melanoma Cancer Immunotherapy and Innovative Therapies Unit, Istituto Nazionale Tumori IRCCS Fondazione “G. Pascale”, 80131 Napoli, Italy
| | - Bernard A. Fox
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W. Franz Cancer Center, Providence Portland Medical Center, Portland, OR 97213, USA
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Correspondence: ; Tel.: +33-1-4427-9085
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Mlecnik B, Torigoe T, Bindea G, Popivanova B, Xu M, Fujita T, Hazama S, Suzuki N, Nagano H, Okuno K, Hirohashi Y, Furuhata T, Takemasa I, Patel P, Vora H, Shah B, Patel JB, Rajvik KN, Pandya SJ, Shukla SN, Wang Y, Zhang G, Yoshino T, Taniguchi H, Bifulco C, Lugli A, Lee JKJ, Zlobec I, Rau TT, Berger MD, Nagtegaal ID, Vink-Börger E, Hartmann A, Geppert CI, Kolwelter J, Merkel S, Grützmann R, Van den Eynde M, Jouret-Mourin A, Kartheuser A, Léonard D, Remue C, Wang J, Bavi P, Roehrl MHA, Ohashi PS, Nguyen LT, Han S, MacGregor HL, Hafezi-Bakhtiari S, Wouters BG, Masucci GV, Andersson E, Zavadova E, Vocka M, Spacek J, Petruzelka L, Konopasek B, Dundr P, Skalova H, Nemejcova K, Botti G, Tatangelo F, Delrio P, Ciliberto G, Maio M, Laghi L, Grizzi F, Marliot F, Fredriksen T, Buttard B, Lafontaine L, Maby P, Majdi A, Hijazi A, El Sissy C, Kirilovsky A, Berger A, Lagorce C, Paustian C, Ballesteros-Merino C, Dijkstra J, Van de Water C, van Lent-van Vliet S, Knijn N, Mușină AM, Scripcariu DV, Marincola FM, Ascierto PA, Fox BA, Pagès F, Kawakami Y, Galon J. Clinical Performance of the Consensus Immunoscore in Colon Cancer in the Asian Population from the Multicenter International SITC Study. Cancers (Basel) 2022; 14:cancers14184346. [PMID: 36139506 PMCID: PMC9497086 DOI: 10.3390/cancers14184346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 08/30/2022] [Accepted: 09/01/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND: In this study, we evaluated the prognostic value of Immunoscore in patients with stage I−III colon cancer (CC) in the Asian population. These patients were originally included in an international study led by the Society for Immunotherapy of Cancer (SITC) on 2681 patients with AJCC/UICC-TNM stages I−III CC. METHODS: CD3+ and cytotoxic CD8+ T-lymphocyte densities were quantified in the tumor and invasive margin by digital pathology. The association of Immunoscore with prognosis was evaluated for time to recurrence (TTR), disease-free survival (DFS), and overall survival (OS). RESULTS: Immunoscore stratified Asian patients (n = 423) into different risk categories and was not impacted by age. Recurrence-free rates at 3 years were 78.5%, 85.2%, and 98.3% for a Low, Intermediate, and High Immunoscore, respectively (HR[Low-vs-High] = 7.26 (95% CI 1.75−30.19); p = 0.0064). A High Immunoscore showed a significant association with prolonged TTR, OS, and DFS (p < 0.05). In Cox multivariable analysis stratified by center, Immunoscore association with TTR was independent (HR[Low-vs-Int+High] = 2.22 (95% CI 1.10−4.55) p = 0.0269) of the patient’s gender, T-stage, N-stage, sidedness, and MSI status. A significant association of a High Immunoscore with prolonged TTR was also found among MSS (HR[Low-vs-Int+High] = 4.58 (95% CI 2.27−9.23); p ≤ 0.0001), stage II (HR[Low-vs-Int+High] = 2.72 (95% CI 1.35−5.51); p = 0.0052), low-risk stage-II (HR[Low-vs-Int+High] = 2.62 (95% CI 1.21−5.68); p = 0.0146), and high-risk stage II patients (HR[Low-vs-Int+High] = 3.11 (95% CI 1.39−6.91); p = 0.0055). CONCLUSION: A High Immunoscore is significantly associated with the prolonged survival of CC patients within the Asian population.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Inovarion, 75005 Paris, France
| | - Toshihiko Torigoe
- Department of Pathology, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Gabriela Bindea
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Boryana Popivanova
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Mingli Xu
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics against Cancer, Yamaguchi University School of Medicine, Yamaguchi 755-8505, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi 753-8511, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi 753-8511, Japan
| | - Kiyotaka Okuno
- Department of Surgery, Kindai University, School of Medicine, Osakasayama 589-0014, Japan
| | - Yoshihiko Hirohashi
- Department of Pathology, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Tomohisa Furuhata
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Ichiro Takemasa
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Prabhudas Patel
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Hemangini Vora
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Birva Shah
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | | | - Kruti N. Rajvik
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Shashank J. Pandya
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Shilin N. Shukla
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad 380016, India
| | - Yili Wang
- Institute for Cancer Research, School of Basic Medical Science, Xi’an 710061, China
- Health Science Center of Xi’an Jiaotong University, Xi’an 710061, China
| | - Guanjun Zhang
- Institute for Cancer Research, School of Basic Medical Science, Xi’an 710061, China
- Health Science Center of Xi’an Jiaotong University, Xi’an 710061, China
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwanoha, Kashiwa-shi 277-8577, Japan
| | - Hiroya Taniguchi
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwanoha, Kashiwa-shi 277-8577, Japan
| | - Carlo Bifulco
- Department of Pathology, Providence Portland Medical Center, Portland, OR 97213, USA
| | - Alessandro Lugli
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Jiun-Kae Jack Lee
- Department of Biostatistics, M.D. Anderson Cancer Center, University of Texas, Houston, TX 77030, USA
| | - Inti Zlobec
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Tilman T. Rau
- Institute of Pathology, University of Bern, 3008 Bern, Switzerland
| | - Martin D. Berger
- Department of Medical Oncology, University Hospital of Bern, 3010 Bern, Switzerland
| | - Iris D. Nagtegaal
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Elisa Vink-Börger
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Arndt Hartmann
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Carol I. Geppert
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Julie Kolwelter
- Department of Pathology, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Susanne Merkel
- Department of Surgery, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Robert Grützmann
- Department of Surgery, University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, 1200 Brussels, Belgium
- Institut de Recherche Clinique et Experimentale (Pole MIRO), Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Anne Jouret-Mourin
- Department of Pathology, Cliniques Universitaires St-Luc, 1200 Brussels, Belgium
- Institut de Recherche Clinique et Experimentale (Pole GAEN), Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Alex Kartheuser
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Daniel Léonard
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Christophe Remue
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Julia Wang
- Curandis, New York, NY 10583, USA
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Prashant Bavi
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Michael H. A. Roehrl
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Linh T. Nguyen
- Princess Margaret Cancer Centre, Toronto, ON M5G 2C1, Canada
| | - SeongJun Han
- Princess Margaret Cancer Centre, Toronto, ON M5G 2C1, Canada
| | | | - Sara Hafezi-Bakhtiari
- Department of Pathology, Laboratory Medicine Program, University Health Network, 11-E444, Toronto, ON M5G 2C4, Canada
| | | | - Giuseppe V. Masucci
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, 17177 Stockholm, Sweden
| | - Emilia Andersson
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, 17177 Stockholm, Sweden
| | - Eva Zavadova
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Jan Spacek
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Bohuslav Konopasek
- Department of Oncology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Pavel Dundr
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Helena Skalova
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Kristyna Nemejcova
- Institute of Pathology, First Faculty of Medicine, General University Hospital in Prague, Charles University, 12808 Prague, Czech Republic
| | - Gerardo Botti
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Naples, Italy
| | - Fabiana Tatangelo
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Naples, Italy
| | - Paolo Delrio
- Colorectal Surgery Department, Instituto Nazionale Tumori IRCCS Fondazione G. Pascale, 80131 Naples, Italy
| | | | - Michele Maio
- Center for Immuno-Oncology, University Hospital, 53100 Siena, Italy
| | - Luigi Laghi
- Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20090 Milan, Italy
- Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy
| | - Fabio Grizzi
- Department of Immunology and Inflammation, IRCCS Humanitas Research Hospital, Rozzano, 20090 Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Tessa Fredriksen
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Bénédicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Lucie Lafontaine
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Pauline Maby
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Amine Majdi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Assia Hijazi
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
| | - Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Anne Berger
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Christine Lagorce
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Department of Pathology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Christopher Paustian
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Carmen Ballesteros-Merino
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Jeroen Dijkstra
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | | | | | - Nikki Knijn
- Pathology Department, Radboud University, 6500 HC Nijmegen, The Netherlands
| | - Ana-Maria Mușină
- Department of Surgical Oncology, Regional Institute of Oncology, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iaşi, Romania
| | - Dragos-Viorel Scripcariu
- Department of Surgical Oncology, Regional Institute of Oncology, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iaşi, Romania
| | | | - Paolo A. Ascierto
- Melanoma, Cancer Immunotherapy and Innovative Therapies Unit, Istituto Nazionale Tumori IRCCS Fondazione “G. Pascale”, 80131 Naples, Italy
| | - Bernard A. Fox
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W. Franz Cancer Center, Providence Portland Medical Center, Portland, OR 97213, USA
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, 75006 Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, 75006 Paris, France
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Correspondence: ; Tel.: +33-1-4427-9085
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Pages F, El Sissy C, Kirilovsky A, Custers P, Dizdarevic E, Lagorce C, Castillo-Martin M, van den Berg J, Iseas S, Sanchez Loria F, Gerard JP, Dimofte G, Perez RO, Habr-Gama A, Figueiredo N, Hansen T, Chalabi M, Galon J, Beets G, Zeitoun G. International validation of the Immunoscore-biopsy (IS B) to guide selection and monitoring of patients treated with watch-and-wait (WW) strategy for rectal cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3517 Background: The WW strategy for patients with rectal cancer who achieved a clinical complete response (cCR) after neoadjuvant therapy (nT) allows to avoid major resection and the associated morbidity and mortality. Standardized criteria to select and monitor WW patients, including biomarkers predicting recurrence after nT, are lacking. The prognostic impact of the immune infiltrate in colorectal cancers is now demonstrated and has been implemented into clinics through the Immunoscore, the first standardized digital-pathology-based assay, recommended by academic institutions. We evidenced that an Immunoscore adapted to biopsies (ISB) performed at diagnosis, predicts the response to nT and the risk of recurrence after nT. Its clinical utility was suggested in a test cohort of WW patients (El Sissy et al., Clin Cancer Res 2020). The aim of this study was to confirm the ability of the ISB to predict clinical outcomes, improve patients’ eligibility for the WW strategy, and optimize a follow-up schedule. Methods: A total of 304 WW patients from 10 centers across 7 countries were included. Tumor biopsies before treatment were immunostained for CD3+ and CD8+ T-cells and converted to ISB using the pre-defined cut-off. The primary endpoint was time-to-recurrence (TTR). Secondary endpoint was disease-free-survival (DFS). As immune response originates in draining lymph nodes, signs of immune activation were carried out in lymph nodes of additional patients managed by radical surgery with complete pathological response (pCR; n = 12) or non-pCR (n = 12) by 3' RNA-Seq and immunofluorescence technologies. Results: High-ISB patients presented with the lowest risk of recurrence after WW. 5-year recurrence-free rates were 97% (92%-100%), 61% (49%-76%), and 56% (44%-73%) with ISB High, Intermediate, and Low, respectively (HR [Low-vs-High] = 14.3, 95% CI 1.8-100). In patients with cCR after nT (n = 209), High-ISB showed a significant association with prolonged TTR and DFS (Logrank P = 0.005 and P = 0.006, respectively). When ISB was evaluated as a continuous variable, the risk of recurrence was increasing along with decreasing ISB (Wald tests, all P < 0.005). In multivariate analyses, ISB was independent of age, sex, location, and cTNM stage and was the single parameter correlated with TTR (HR [ISB High-vs-Low] = 0.08, 95% CI 0.01-0.6; P = 0.015) and DFS (P = 0.013). Unlike for patients with cCR, no difference according to ISB was observed for those with incomplete response (n = 41) or treated with brachytherapy (n = 34). Finally, intranodal signs of T-cell and B-cell activation were only evidenced in patients with pCR. Conclusions: ISB provides a reliable biomarker to predict clinical outcomes, improve eligibility, and optimize patients’ follow-up. Intranodal T-cell and B-cell activation further supports the immune benefit of both organ and lymph node preservation.
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Affiliation(s)
- Franck Pages
- Department of Immunology, Hôpital Européen Georges Pompidou, University of Paris, Paris, France
| | - Carine El Sissy
- Department of Immunology, Hôpital Européen Georges Pompidou, University of Paris, Paris, France
| | - Amos Kirilovsky
- Department of Immunology, Hôpital Européen Georges Pompidou, University of Paris, Paris, France
| | - Petra Custers
- Department of Surgery, Netherlands Cancer Institute,Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Edina Dizdarevic
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Christine Lagorce
- Department of Pathology, Hôpital Européen Georges Pompidou, University of Paris, Paris, France
| | - Mireia Castillo-Martin
- Service of Pathology, Champalimaud Foundation Biobank (CFB)/Champalimaud Centre for the Unknown/Champalimaud Foundation, Lisbon, Portugal
| | | | - Soledad Iseas
- Oncology Unit, Gastroenterology Hospital, Dr. Carlos Bonorino Udaondo, Ciudad Autónoma De Buenos Aires, Argentina
| | - Fernando Sanchez Loria
- GI Clinical Oncology & GI Surgical Oncology, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Jean-Pierre Gerard
- Department of Radiation Oncology, Centre Antoine Lacassagne, Côte d'Azur University, Nice, France
| | - Gabriel Dimofte
- Department of Surgery, Grigore T. Popa University of Medicine and Pharmacy; Department of Surgery, Regional Institute of Oncology, Iasi, Romania
| | - Rodrigo O Perez
- Department of Colorectal Surgery, Insituto Angelita and Joaquim Gama, São Paulo, Brazil
| | - Angelita Habr-Gama
- Department of Colorectal Surgery, Angelita and Joaquim Gama Institute; Hospital Alemão Oswaldo Cruz; University of São Paulo School of Medicine, São Paulo, Brazil
| | - Nuno Figueiredo
- Colorectal Surgery, Digestive Department, Champalimaud Foundation; Colorectal Surgery, Lusiadas Hospital Lisboa, Lisbon, Portugal
| | - Torben Hansen
- Department of Oncology, Vejle Hospital, University of Southern Denmark; Danish Colorectal Cancer Center South, Vejle University Hospital; Institute of Regional Health Research, University of Southern Denmark, Vejle, Denmark
| | - Myriam Chalabi
- Gastrointestinal Oncology, Netherlands Cancer Institute; Molecular Oncology and Immunology, Netherlands Cancer Institute; Medical Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Jerome Galon
- INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Geerard Beets
- Department of Surgery, Netherlands Cancer Institute,Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Guy Zeitoun
- Department of Immunology, Hôpital Européen Georges Pompidou, University of Paris, Paris, France
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Kirilovsky A, Sissy CE, Zeitoun G, Marliot F, Haicheur N, Lagorce-Pagès C, Taieb J, Karoui M, Custers P, Dizdarevic E, Iseas S, Hansen TF, Jensen LH, Beets G, Gérard JP, Castillo-Martin M, Figueiredo N, Habr-Gama A, Perez R, Galon J, Pagès F. The "Immunoscore" in rectal cancer: could we search quality beyond quantity of life? Oncotarget 2022; 13:18-31. [PMID: 35018217 PMCID: PMC8734641 DOI: 10.18632/oncotarget.28100] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 09/26/2021] [Indexed: 12/24/2022] Open
Abstract
Because of the function and anatomical environment of the rectum, therapeutic strategies for local advanced rectal cancer (LARC) must deal with two challenging stressors that are a high-risk of local and distal recurrences and a high-risk of poor quality of life (QoL). Over the last three decades, advances in screening tests, therapies, and combined-modality treatment options and strategies have improved the prognosis of patients with LARC. However, owing to the heterogeneous nature of LARC and genetic status, the patient may not respond to a specific therapy and may be at increased risk of side-effects without the life-prolonging benefit. Indeed, each therapy can cause its own side-effects, which may worsen by a combination of treatments resulting in long-term poor QoL. In LARC, QoL has become even more essential with the increasing incidence of rectal cancer in young individuals. Herein, we analyzed the value of the Immunoscore-Biopsy (performed on tumor biopsy at diagnosis) in predicting outcomes, alone or in association with clinical and imaging data, for each therapy used in LARC.
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Affiliation(s)
- Amos Kirilovsky
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France.,These authors contributed equally to this work
| | - Carine El Sissy
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France.,These authors contributed equally to this work
| | - Guy Zeitoun
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France.,These authors contributed equally to this work
| | - Florence Marliot
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Nacilla Haicheur
- Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
| | - Christine Lagorce-Pagès
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France.,Department of Pathology, AP-HP, Georges Pompidou European Hospital, Paris, France
| | - Julien Taieb
- Department of Gastroenterology and Gastrointestinal Oncology, AP-HP, Georges Pompidou European Hospital, Université de Paris, Paris, France
| | - Mehdi Karoui
- Department of Digestive Surgery, AP-HP, Georges Pompidou European Hospital, Université de Paris, Paris, France
| | - Petra Custers
- Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Edina Dizdarevic
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.,Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark
| | - Soledad Iseas
- Oncology Unit, Gastroenterology Hospital, Dr. Carlos Bonorino Udaondo, Ciudad Autónoma de Buenos Aires, Argentina
| | - Torben Frøstrup Hansen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.,Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark
| | - Lars Henrik Jensen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.,Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark
| | - Geerard Beets
- Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Jean Pierre Gérard
- Department of Radiation Oncology, Centre Antoine Lacassagne, Nice Sophia-Antipolis University, Nice, France
| | - Mireia Castillo-Martin
- Service of Pathology, Champalimaud Foundation Biobank (CFB)/Champalimaud Centre for the Unknown/Champalimaud Foundation, Lisbon, Portugal
| | - Nuno Figueiredo
- Colorectal Surgery, Digestive Department, Champalimaud Foundation, Lisbon, Portugal.,Colorectal Surgery, Lusiadas Hospital Lisboa, Lisbon, Portugal
| | - Angelita Habr-Gama
- Department of Colorectal Surgery, Angelita & Joaquim Gama Institute, São Paulo, Brazil
| | - Rodrigo Perez
- Department of Colorectal Surgery, Angelita & Joaquim Gama Institute, São Paulo, Brazil
| | - Jérôme Galon
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France
| | - Franck Pagès
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, Assistance Publique-Hôpitaux de Paris (AP-HP), Georges Pompidou European Hospital, Paris, France
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8
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Marliot F, Chen X, Kirilovsky A, Sbarrato T, El Sissy C, Batista L, Van den Eynde M, Haicheur-Adjouri N, Anitei MG, Musina AM, Scripcariu V, Lagorce-Pagès C, Hermitte F, Galon J, Fieschi J, Pagès F. Analytical validation of the Immunoscore and its associated prognostic value in patients with colon cancer. J Immunother Cancer 2021; 8:jitc-2019-000272. [PMID: 32448799 PMCID: PMC7253006 DOI: 10.1136/jitc-2019-000272] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND New and fully validated tests need to be brought into clinical practice to improve the estimation of recurrence risk in patients with colon cancer. The aim of this study was to assess the analytical performances of the Immunoscore (IS) and show its contribution to prognosis prediction. METHODS Immunohistochemical staining of CD3+ and CD8+ T cells on adjacent sections of colon cancer tissues were quantified in the core of the tumor and its invasive margin with dedicated IS modules integrated into digital pathology software. Staining intensity across samples collected between 1989 and 2016 (n=595) was measured. The accuracy of the IS workflow was established by comparing optical and automatic counts. Analytical precision of the IS was evaluated within individual tumor block on distant sections and between eligible blocks. The IS interlaboratory reproducibility (n=100) and overall assay precision were assessed (n=3). Contribution of the IS to prediction of recurrence based on clinical and molecular parameters was determined (n=538). RESULTS Optical and automatic counts for CD3+ or CD8+ were strongly correlated (r=0.94, p<0.001 and r=0.92, p<0.001, respectively). CD3 and CD8 staining intensities were not altered by the age of the tumor block over a period of 30 years. Neither the position of tested tissue sections within a tumor block nor the selection of the tissue blocks affected the IS. Reproducibility of the IS was not affected by multiple variables (eg, antibody lots, DAB revelation kits, immunohistochemistry automates and operators). Interassay repeatability of the IS was 100% and interlaboratory reproducibility between two testing centers was 93%. Finally, in a case series of patients with stage II-III colon cancer, the relative proportion of variance for time to recurrence was greatest for the IS (53% of prognostic variability) in a model that included IS, T-stage, microsatellite instability status and total number of lymph nodes. CONCLUSION IS is a robust and validated clinical assay leveraging immune scoring to predict recurrence risk of patient with localized colon cancer. The strong and independent prognostic value of IS should pave the way for it use in clinical practice.
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Affiliation(s)
- Florence Marliot
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | - Xiaoyi Chen
- Laboratory of Information Sciences to Support Personalized Medicine, Cordeliers Research Centre, Paris, France
| | - Amos Kirilovsky
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Carine El Sissy
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Marc Van den Eynde
- Department of clinical and medical oncology, Cliniques universitaires Saint-Luc Institut Roi Albert II, Bruxelles, Belgium
| | - Nacilla Haicheur-Adjouri
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | - Maria-Gabriela Anitei
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Ana-Maria Musina
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Viorel Scripcariu
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Christine Lagorce-Pagès
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Jérôme Galon
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Franck Pagès
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
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9
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Russick J, Foy PE, Josseaume N, Meylan M, Hamouda NB, Kirilovsky A, Sissy CE, Tartour E, Smadja DM, Karras A, Hulot JS, Livrozet M, Fayol A, Arlet JB, Diehl JL, Dragon-Durey MA, Pagès F, Cremer I. Immune Signature Linked to COVID-19 Severity: A SARS-Score for Personalized Medicine. Front Immunol 2021; 12:701273. [PMID: 34322128 PMCID: PMC8312547 DOI: 10.3389/fimmu.2021.701273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 06/28/2021] [Indexed: 12/15/2022] Open
Abstract
SARS-CoV-2 infection leads to a highly variable clinical evolution, ranging from asymptomatic to severe disease with acute respiratory distress syndrome, requiring intensive care units (ICU) admission. The optimal management of hospitalized patients has become a worldwide concern and identification of immune biomarkers predictive of the clinical outcome for hospitalized patients remains a major challenge. Immunophenotyping and transcriptomic analysis of hospitalized COVID-19 patients at admission allow identifying the two categories of patients. Inflammation, high neutrophil activation, dysfunctional monocytic response and a strongly impaired adaptive immune response was observed in patients who will experience the more severe form of the disease. This observation was validated in an independent cohort of patients. Using in silico analysis on drug signature database, we identify differential therapeutics that specifically correspond to each group of patients. From this signature, we propose a score-the SARS-Score-composed of easily quantifiable biomarkers, to classify hospitalized patients upon arrival to adapt treatment according to their immune profile.
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Affiliation(s)
- Jules Russick
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
| | - Pierre-Emmanuel Foy
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
| | - Nathalie Josseaume
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
| | - Maxime Meylan
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
| | - Nadine Ben Hamouda
- Hopital Europeen Georges Pompidou, AP-HP, Paris, Universite de Paris, Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Integrative Cancer Immunology F-75006, Paris, France
- Sorbonne Universite, Paris, France
| | - Amos Kirilovsky
- Hopital Europeen Georges Pompidou, AP-HP, Paris, Universite de Paris, Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Integrative Cancer Immunology F-75006, Paris, France
- Sorbonne Universite, Paris, France
| | - Carine El Sissy
- Hopital Europeen Georges Pompidou, AP-HP, Paris, Universite de Paris, Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Integrative Cancer Immunology F-75006, Paris, France
- Sorbonne Universite, Paris, France
| | - Eric Tartour
- Department of Immunology, Hôpital Europeen Georges Pompidou, AP-HP, Paris, France
| | - David M. Smadja
- Université de Paris, Innovative Therapies in Hemostasis, INSERM, Hematology Department and Biosurgical Research Lab, (Carpentier Foundation) Assistance Publique Hôpitaux de Paris, Centre-Université de Paris (APHP-CUP), Paris, France
- F-CRIN INNOVTE, Saint-Étienne, France
| | - Alexandre Karras
- Department of Nephrology, Hopital Europeen Georges Pompidou, AP-HP, Paris, France
- Department of Nephrology, Universite de Paris, Paris, France
| | - Jean-Sébastien Hulot
- Université de Paris, INSERM, PARCC, Paris, France
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France
| | - Marine Livrozet
- Université de Paris, INSERM, PARCC, Paris, France
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France
| | - Antoine Fayol
- Université de Paris, INSERM, PARCC, Paris, France
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France
| | - Jean-Benoit Arlet
- Department of Nephrology, Universite de Paris, Paris, France
- Department of Internal Medicine, Hopital Europeen Georges Pompidou, AP-HP, Paris, France
| | - Jean-Luc Diehl
- Université de Paris, Innovative Therapies in Haemostasis, INSERM, Paris, France
- Intensive Care Unit and Biosurgical Research Lab (Carpentier Foundation), AH-HP, Georges Pompidou European Hospital, Paris, France
| | - Marie-Agnès Dragon-Durey
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
- Hopital Europeen Georges Pompidou, AP-HP, Paris, Universite de Paris, Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Integrative Cancer Immunology F-75006, Paris, France
- Sorbonne Universite, Paris, France
| | - Franck Pagès
- Hopital Europeen Georges Pompidou, AP-HP, Paris, Universite de Paris, Paris, France
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Integrative Cancer Immunology F-75006, Paris, France
- Sorbonne Universite, Paris, France
| | - Isabelle Cremer
- Centre de Recherche des Cordeliers, Sorbonne Universite, Inserm, Universite de Paris, Team Inflammation, Complement and Cancer, Paris, France
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10
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Lauret Marie Joseph E, Kirilovsky A, Lecoester B, El Sissy C, Boullerot L, Rangan L, Marguier A, Tochet F, Dosset M, Boustani J, Ravel P, Boidot R, Spehner L, Haicheur-Adjouri N, Marliot F, Pallandre JR, Bonnefoy F, Scripcariu V, Van den Eynde M, Cornillot E, Mirjolet C, Pages F, Adotevi O. Chemoradiation triggers antitumor Th1 and tissue resident memory-polarized immune responses to improve immune checkpoint inhibitors therapy. J Immunother Cancer 2021; 9:jitc-2020-002256. [PMID: 34230108 PMCID: PMC8261891 DOI: 10.1136/jitc-2020-002256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2021] [Indexed: 12/30/2022] Open
Abstract
Background Multiple synergistic combination approaches with cancer drugs are developed to overcome primary resistance to immunotherapy; however, the mechanistic rationale to combine chemoradiotherapy (CRT) with immune checkpoint inhibitors remains elusive. Methods This study described the immunological landscape of tumor microenvironment (TME) exposed to CRT. Tumor samples from patients with rectal cancer (n=43) treated with neoadjuvant CRT or radiotherapy were analyzed by nanostring and immunohistochemistry. Studies in mice were performed using three syngeneic tumors (TC1, CT26 and MC38). Tumor-bearing mice were treated either with platinum-based CRT, radiotherapy or chemotherapy. Anti-CTLA-4 and/or anti-Programmed Cell Death Receptor-1 (PD-1) therapy was used in combination with CRT. The therapy-exposed TME was screened by RNA sequencing and flow cytometry and tumor-infiltrating T lymphocyte functionality was evaluated by interferon (IFN)-γ ELIspot and intracellular cytokine staining. Results Front-to-front comparison analysis revealed the synergistic effect of CRT to establish a highly inflamed and Th1-polarized immune signature in the TME of patients and mice. In both settings, CRT-exposed TMEs were highly enriched in newly-infiltrated tumor-specific CD8+ T cells as well as tissue resident memory CD103+CD8+ T cells. In mice, CD8 T cells were involved in the antitumor response mediated by CRT and were primed by CRT-activated CD103+ dendritic cells. In the three tumor models, we showed that concurrent combination of CRT with a dual CTLA-4 and PD-1 blockade was required to achieve an optimal antitumor effect and to establish a broad and long-lasting protective antitumor T cell immunity. Conclusions Our results highlight the ability of CRT to stimulate strong antitumor T-cell-mediated immunity and tissue resident memory T activation in TME, to foster immune checkpoint inhibitors action. These findings have implications in clinic for the design clinical trials combining chemoradiation with immunotherapy.
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Affiliation(s)
| | - Amos Kirilovsky
- Immunology and Cancer Department, Laboratory of Integrative Cancer Immunology, Cordeliers Research Center, INSERM UMRS1138, Paris, France.,Faculté de Santé, Université de Paris, Paris, France
| | - Benoît Lecoester
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Carine El Sissy
- Immunology and Cancer Department, Laboratory of Integrative Cancer Immunology, Cordeliers Research Center, INSERM UMRS1138, Paris, France.,Faculté de Santé, Université de Paris, Paris, France
| | - Laura Boullerot
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Laurie Rangan
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Amélie Marguier
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Florent Tochet
- Department of Radiation Oncology, CHU Besançon, Besançon, France
| | - Magalie Dosset
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Jihane Boustani
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France.,Department of Radiation Oncology, CHU Besançon, Besançon, France
| | - Patrice Ravel
- Equipe Bioinformatique et Biologie des Systèmes du Cancer, Institut de Recherche en Cancérologie de Montpellier-INSERM U1194, Montpellier, France
| | - Romain Boidot
- Department of Biology and Pathology of Tumors, Georges-François Leclerc Cancer Center, Dijon, France
| | - Laurie Spehner
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Nacilla Haicheur-Adjouri
- Immunology and Cancer Department, Laboratory of Integrative Cancer Immunology, Cordeliers Research Center, INSERM UMRS1138, Paris, France.,Faculté de Santé, Université de Paris, Paris, France
| | - Florence Marliot
- Immunology and Cancer Department, Laboratory of Integrative Cancer Immunology, Cordeliers Research Center, INSERM UMRS1138, Paris, France.,Faculté de Santé, Université de Paris, Paris, France
| | - Jean-René Pallandre
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Francis Bonnefoy
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France
| | - Viorel Scripcariu
- Department of Surgical Oncology, Regional Institute of Oncology Iaşi, Iasi, Romania
| | - Marc Van den Eynde
- Cliniques universitaires Saint-Luc Institut Roi Albert II, Bruxelles, Belgium
| | - Emmanuel Cornillot
- Cancer Bioinformatics and Systems Biology, IRCM, Montpellier, France.,Faculté de Pharmacie, Université de Montpellier, Montpellier, France
| | - Céline Mirjolet
- Department of Radiation Oncology, Georges-Francois Leclerc Cancer Center, Dijon, France.,INSERM UMR 1231, Dijon, France
| | - Franck Pages
- Immunology and Cancer Department, Laboratory of Integrative Cancer Immunology, Cordeliers Research Center, INSERM UMRS1138, Paris, France.,Faculté de Santé, Université de Paris, Paris, France
| | - Olivier Adotevi
- INSERM, UMR1098, RIGHT, Université de Bourgogne Franche-Comté, Besançon, France .,Department of Medical Oncology, CHU Besançon, Besançon, France
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11
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Dragon-Durey MA, Chen X, Kirilovsky A, Ben Hamouda N, El Sissy C, Russick J, Charpentier E, Binois Y, Marliot F, Meylan M, Granier C, Pere H, Saldmann A, Rance B, Jannot AS, Baron S, Chebbi M, Fayol A, Josseaume N, Rives-Lange C, Tharaux PL, Cholley B, Diehl JL, Arlet JB, Azizi M, Karras A, Czernichow S, Smadja DM, Hulot JS, Cremer I, Tartour E, Mousseaux E, Pagès F. Differential association between inflammatory cytokines and multiorgan dysfunction in COVID-19 patients with obesity. PLoS One 2021; 16:e0252026. [PMID: 34038475 PMCID: PMC8153504 DOI: 10.1371/journal.pone.0252026] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 05/08/2021] [Indexed: 01/08/2023] Open
Abstract
To investigate the mechanisms underlying the SARS-CoV-2 infection severity observed in patients with obesity, we performed a prospective study of 51 patients evaluating the impact of multiple immune parameters during 2 weeks after admission, on vital organs' functions according to body mass index (BMI) categories. High-dimensional flow cytometric characterization of immune cell subsets was performed at admission, 30 systemic cytokines/chemokines levels were sequentially measured, thirteen endothelial markers were determined at admission and at the zenith of the cytokines. Computed tomography scans on admission were quantified for lung damage and hepatic steatosis (n = 23). Abnormal BMI (> 25) observed in 72.6% of patients, was associated with a higher rate of intensive care unit hospitalization (p = 0.044). SARS-CoV-2 RNAaemia, peripheral immune cell subsets and cytokines/chemokines were similar among BMI groups. A significant association between inflammatory cytokines and liver, renal, and endothelial dysfunctions was observed only in patients with obesity (BMI > 30). In contrast, early signs of lung damage (ground-glass opacity) correlated with Th1/M1/inflammatory cytokines only in normal weight patients. Later lesions of pulmonary consolidation correlated with BMI but were independent of cytokine levels. Our study reveals distinct physiopathological mechanisms associated with SARS-CoV-2 infection in patients with obesity that may have important clinical implications.
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Affiliation(s)
- Marie-Agnès Dragon-Durey
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Inflammation, Complement, and Cancer, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
| | - Xiaoyi Chen
- Sorbonne Université, Cordeliers Research Center, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Information Sciences to Support Personalized Medicine, Paris, France
- Laboratory of Information Sciences to support Personalized Medicine, Paris, France
| | - Amos Kirilovsky
- Sorbonne Université, Cordeliers Research Center, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Integrative Cancer Immunology, Paris, France
| | - Nadine Ben Hamouda
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
| | - Carine El Sissy
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Integrative Cancer Immunology, Paris, France
| | - Jules Russick
- INSERM UMRS 1138, Cordeliers Research Center, Team Inflammation, Complement, and Cancer, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
| | - Etienne Charpentier
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Department of Radiology
| | - Yannick Binois
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Department of Nephrology
| | - Florence Marliot
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Integrative Cancer Immunology, Paris, France
| | - Maxime Meylan
- INSERM UMRS 1138, Cordeliers Research Center, Team Inflammation, Complement, and Cancer, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
| | - Clémence Granier
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
| | - Hélène Pere
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
- Laboratory of Virology
| | - Antonin Saldmann
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
| | - Bastien Rance
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Information Sciences to Support Personalized Medicine, Paris, France
- Laboratory of Information Sciences to support Personalized Medicine, Paris, France
- Biostatistics and Public Health Department
| | - Anne Sophie Jannot
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Information Sciences to Support Personalized Medicine, Paris, France
- Laboratory of Information Sciences to support Personalized Medicine, Paris, France
- Biostatistics and Public Health Department
| | - Stéphanie Baron
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Physiology
| | - Mouna Chebbi
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Physiology
| | - Antoine Fayol
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Clinic Investigation Center 1418
| | - Nathalie Josseaume
- INSERM UMRS 1138, Cordeliers Research Center, Team Inflammation, Complement, and Cancer, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
| | - Claire Rives-Lange
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Nutrition
| | - Pierre-Louis Tharaux
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
| | - Bernard Cholley
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Intensive Medicine, Reanimation
| | - Jean-Luc Diehl
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Intensive Medicine, Reanimation
- INSERM UMR-S1140, Team Innovative Therapies in Haemostasis, Paris, France
| | - Jean-Benoît Arlet
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Internal Medicine
| | - Michel Azizi
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Vascular Medicine
| | - Alexandre Karras
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Nephrology
| | - Sébastien Czernichow
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Nutrition
| | - David M. Smadja
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM UMR-S1140, Team Innovative Therapies in Haemostasis, Paris, France
- Department of Hematology
| | - Jean-Sébastien Hulot
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
- Clinic Investigation Center 1418
| | - Isabelle Cremer
- INSERM UMRS 1138, Cordeliers Research Center, Team Inflammation, Complement, and Cancer, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
| | - Eric Tartour
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- INSERM, Paris Cardiovascular Center / PARCC, UMR 970, Paris, France
| | - Elie Mousseaux
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Department of Radiology
| | - Franck Pagès
- Laboratory of Immunology
- Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université de Paris, Paris, France
- Sorbonne Université, Cordeliers Research Center, Paris, France
- INSERM UMRS 1138, Cordeliers Research Center, Team Integrative Cancer Immunology, Paris, France
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El Sissy C, Kirilovsky A, Zeitoun G, Marliot F, Haicheur N, Lagorce-Pagès C, Galon J, Pagès F. Therapeutic Implications of the Immunoscore in Patients with Colorectal Cancer. Cancers (Basel) 2021; 13:1281. [PMID: 33805758 PMCID: PMC8001764 DOI: 10.3390/cancers13061281] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 03/05/2021] [Accepted: 03/09/2021] [Indexed: 02/06/2023] Open
Abstract
Four decades were needed to progress from the first demonstration of the independent prognostic value of lymphocytes infiltration in rectal cancers to the first recommendation from the international guidelines for the use of a standardized immune assay, namely the "Immunoscore" (IS), to accurately prognosticate colon cancers beyond the TNM-system. The standardization process included not only the IS conceptualization, development, fine-tuning, and validation by a large international consortium, but also a demonstration of the robustness and reproducibility across the world and testing of international norms and their effects on the IS. This is the first step of a major change of paradigm that now perceives cancer as the result of contradicting driving forces, i.e., the tumor expansion and the immune response, interacting dynamically and influencing the prognosis and the response to therapies. This prompted us to evaluate and evidence the capacity of the tumor immune status, as reflected by the IS, to accurately predict chemotherapy responses in an international, randomized cohort study of colon cancer. Moreover, we developed a derived IS performed on initial diagnostic biopsies (ISB) to assess response levels to neoadjuvant therapies. In rectal cancer, ISB was positively correlated with the degree of histologic response to neoadjuvant chemoradiotherapy and identified - alone and even more accurately if combined with clinical data- patients eligible for a noninvasive strategy. Based on these results, we are currently setting up an international cohort for confirmation. The potential role of IS with immunotherapies must be anticipated.
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Affiliation(s)
- Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
| | - Guy Zeitoun
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
| | - Nacilla Haicheur
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
| | - Christine Lagorce-Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Department of Pathology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Immunology and Cancer department, 75006 Paris, France; (C.E.S.); (A.K.); (F.M.); (C.L.-P.); (J.G.)
- Equipe Labellisée Ligue Contre le Cancer, 75006 Paris, France
- Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Immunomonitoring Platform, Department of Immunology, Assistance Publique-Hôpitaux de Paris, Georges Pompidou European Hospital, 75015 Paris, France; (G.Z.); (N.H.)
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13
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Mlecnik B, Bifulco C, Bindea G, Marliot F, Lugli A, Lee JJ, Zlobec I, Rau TT, Berger MD, Nagtegaal ID, Vink-Börger E, Hartmann A, Geppert C, Kolwelter J, Merkel S, Grützmann R, Van den Eynde M, Jouret-Mourin A, Kartheuser A, Léonard D, Remue C, Wang JY, Bavi P, Roehrl MHA, Ohashi PS, Nguyen LT, Han S, MacGregor HL, Hafezi-Bakhtiari S, Wouters BG, Masucci GV, Andersson EK, Zavadova E, Vocka M, Spacek J, Petruzelka L, Konopasek B, Dundr P, Skalova H, Nemejcova K, Botti G, Tatangelo F, Delrio P, Ciliberto G, Maio M, Laghi L, Grizzi F, Fredriksen T, Buttard B, Lafontaine L, Bruni D, Lanzi A, El Sissy C, Haicheur N, Kirilovsky A, Berger A, Lagorce C, Paustian C, Ballesteros-Merino C, Dijkstra J, van de Water C, van Lent-van Vliet S, Knijn N, Muşină AM, Scripcariu DV, Popivanova B, Xu M, Fujita T, Hazama S, Suzuki N, Nagano H, Okuno K, Torigoe T, Sato N, Furuhata T, Takemasa I, Itoh K, Patel PS, Vora HH, Shah B, Patel JB, Rajvik KN, Pandya SJ, Shukla SN, Wang Y, Zhang G, Kawakami Y, Marincola FM, Ascierto PA, Fox BA, Pagès F, Galon J. Multicenter International Society for Immunotherapy of Cancer Study of the Consensus Immunoscore for the Prediction of Survival and Response to Chemotherapy in Stage III Colon Cancer. J Clin Oncol 2020; 38:3638-3651. [PMID: 32897827 DOI: 10.1200/jco.19.03205] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
PURPOSE The purpose of this study was to evaluate the prognostic value of Immunoscore in patients with stage III colon cancer (CC) and to analyze its association with the effect of chemotherapy on time to recurrence (TTR). METHODS An international study led by the Society for Immunotherapy of Cancer evaluated the predefined consensus Immunoscore in 763 patients with American Joint Committee on Cancer/Union for International Cancer Control TNM stage III CC from cohort 1 (Canada/United States) and cohort 2 (Europe/Asia). CD3+ and cytotoxic CD8+ T lymphocyte densities were quantified in the tumor and invasive margin by digital pathology. The primary end point was TTR. Secondary end points were overall survival (OS), disease-free survival (DFS), prognosis in microsatellite stable (MSS) status, and predictive value of efficacy of chemotherapy. RESULTS Patients with a high Immunoscore presented with the lowest risk of recurrence, in both cohorts. Recurrence-free rates at 3 years were 56.9% (95% CI, 50.3% to 64.4%), 65.9% (95% CI, 60.8% to 71.4%), and 76.4% (95% CI, 69.3% to 84.3%) in patients with low, intermediate, and high immunoscores, respectively (hazard ratio [HR; high v low], 0.48; 95% CI, 0.32 to 0.71; P = .0003). Patients with high Immunoscore showed significant association with prolonged TTR, OS, and DFS (all P < .001). In Cox multivariable analysis stratified by participating center, Immunoscore association with TTR was independent (HR [high v low], 0.41; 95% CI, 0.25 to 0.67; P = .0003) of patient's sex, T stage, N stage, sidedness, and microsatellite instability status. Significant association of a high Immunoscore with prolonged TTR was also found among MSS patients (HR [high v low], 0.36; 95% CI, 0.21 to 0.62; P = .0003). Immunoscore had the strongest contribution χ2 proportion for influencing survival (TTR and OS). Chemotherapy was significantly associated with survival in the high-Immunoscore group for both low-risk (HR [chemotherapy v no chemotherapy], 0.42; 95% CI, 0.25 to 0.71; P = .0011) and high-risk (HR [chemotherapy v no chemotherapy], 0.5; 95% CI, 0.33 to 0.77; P = .0015) patients, in contrast to the low-Immunoscore group (P > .12). CONCLUSION This study shows that a high Immunoscore significantly associated with prolonged survival in stage III CC. Our findings suggest that patients with a high Immunoscore will benefit the most from chemotherapy in terms of recurrence risk.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Inovarion, Paris, France
| | - Carlo Bifulco
- Department of Pathology, Providence Portland Medical Center, Portland, OR
| | - Gabriela Bindea
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | | | - J Jack Lee
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Inti Zlobec
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Tilman T Rau
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Martin D Berger
- Department of Medical Oncology, University Hospital of Bern, Bern, Switzerland
| | - Iris D Nagtegaal
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Elisa Vink-Börger
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Arndt Hartmann
- Department of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Carol Geppert
- Department of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Julie Kolwelter
- Department of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Susanne Merkel
- Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Robert Grützmann
- Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology Cliniques Universitaires St-Luc and Institut de Recherche Clinique et Experimentale (Pole MIRO), Université Catholique de Louvain, Brussels, Belgium
| | - Anne Jouret-Mourin
- Department of Pathology, Cliniques Universitaires St-Luc and Institut de Recherche Clinique et Experimentale (Pole GAEN), Université Catholique de Louvain, Brussels, Belgium
| | - Alex Kartheuser
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Daniel Léonard
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Christophe Remue
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Julia Y Wang
- Curandis Laboratories, Boston, MA.,Department of Pathology and Laboratory Medicine, University Health Network, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Prashant Bavi
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Michael H A Roehrl
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pamela S Ohashi
- Princess Margaret Cancer Centre, UHN, Toronto, Ontario, Canada
| | - Linh T Nguyen
- Princess Margaret Cancer Centre, UHN, Toronto, Ontario, Canada
| | - SeongJun Han
- Princess Margaret Cancer Centre, UHN, Toronto, Ontario, Canada
| | | | - Sara Hafezi-Bakhtiari
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, Ontario, Canada
| | | | - Giuseppe V Masucci
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, Stockholm, Sweden
| | - Emilia K Andersson
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, Stockholm, Sweden
| | - Eva Zavadova
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Jan Spacek
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Bohuslav Konopasek
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Pavel Dundr
- Institute of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Helena Skalova
- Institute of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Kristyna Nemejcova
- Institute of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Gerardo Botti
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | - Fabiana Tatangelo
- Department of Pathology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | - Paolo Delrio
- Colorectal Surgery Department, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | | | - Michele Maio
- Center for Immuno-Oncology, University Hospital, Siena, Italy
| | - Luigi Laghi
- Department of Medicine and Surgery, University of Parma, and Laboratory of Molecular Gastroenterology, Humanitas Clinical and Research Center, Rozzano, Milan, Italy
| | - Fabio Grizzi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center, Rozzano, Milan, Italy and Humanitas University, Rozzano, Milan, Italy
| | - Tessa Fredriksen
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Bénédicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Lucie Lafontaine
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Daniela Bruni
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Anastasia Lanzi
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Nacilla Haicheur
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Anne Berger
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Christine Lagorce
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Department of Pathology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Christopher Paustian
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR
| | - Carmen Ballesteros-Merino
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR
| | - Jeroen Dijkstra
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Carlijn van de Water
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Shannon van Lent-van Vliet
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Nikki Knijn
- Department of Pathology, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Ana-Maria Muşină
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Romania
| | - Dragos-Viorel Scripcariu
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Romania
| | - Boryana Popivanova
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Mingli Xu
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics against Cancer, Yamaguchi University School of Medicine, Yamaguchi, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast, and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast, and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Kiyotaka Okuno
- Department of Surgery, Kindai University, School of Medicine, Osaka-sayama, Japan
| | - Toshihiko Torigoe
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Noriyuki Sato
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Tomohisa Furuhata
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Ichiro Takemasa
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Kyogo Itoh
- Department of Immunology and Immunotherapy, Kurume University School of Medicine, Kurume, Japan
| | - Prabhu S Patel
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Hemangini H Vora
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Birva Shah
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | | | - Kruti N Rajvik
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | | | - Shilin N Shukla
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Yili Wang
- Institute of Cancer Research, Center of Translational Medicine, Health Science Center of Xi'an Jiaotong University, Xian, China
| | - Guanjun Zhang
- Institute of Cancer Research, Center of Translational Medicine, Health Science Center of Xi'an Jiaotong University, Xian, China
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | | | - Paolo A Ascierto
- Melanoma, Cancer Immunotherapy, and Innovative Therapies Unit, Istituto Nazionale Tumori IRCCS Fondazione "G. Pascale", Napoli, Italy
| | - Bernard A Fox
- Department of Pathology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France.,Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W. Franz Cancer Center, Providence Portland Medical Center, Portland, OR
| | - Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France.,Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France.,Equipe Labellisée Ligue Contre le Cancer, Paris, France.,Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université de Paris, Paris, France
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14
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Huemer F, Klieser E, Neureiter D, Schlintl V, Rinnerthaler G, Pagès F, Kirilovsky A, El Sissy C, Iglseder W, Singhartinger F, Jäger T, Dinnewitzer A, Zaborsky N, Steiner M, Greil R, Weiss L. Impact of PD-L1 Scores and Changes on Clinical Outcome in Rectal Cancer Patients Undergoing Neoadjuvant Chemoradiotherapy. J Clin Med 2020; 9:E2775. [PMID: 32867256 PMCID: PMC7563312 DOI: 10.3390/jcm9092775] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 08/16/2020] [Accepted: 08/24/2020] [Indexed: 12/24/2022] Open
Abstract
Reports on the prognostic role of programmed death-ligand 1 (PD-L1) expression in rectal cancer are controversial. We investigated expression patterns and changes of PD-L1 in rectal cancer patients undergoing neoadjuvant chemoradiotherapy (CRT). Seventy-two patients diagnosed with rectal cancer and/or treated with fluorouracil-based neoadjuvant CRT at the Department of Internal Medicine III of the Paracelsus Medical University Salzburg (Austria) between January 2003 and October 2012 were included. PD-L1 scoring was performed according to the tumor proportion score (TPS), combined positive score (CPS), and immune cell score (IC). PD-L1 TPS prior to neoadjuvant CRT had a statistically significant impact on survival (median: ≤1%: 95.4 months (95% CI: 51.8-not reached) vs. >1%: not reached, p = 0.03, log-rank). Patients with a PD-L1 TPS ≤1% prior to and after CRT showed an inferior survival compared to all other patients (median: 56.7 months (95% CI: 51.4-not reached) vs. not reached, p = 0.005, log-rank). In multivariate analysis, PD-L1 TPS prior to neoadjuvant CRT (>1% vs. ≤1%, hazard ratio: 0.29 (95% CI: 0.11-0.76), p = 0.01) remained independently associated with survival. In conclusion, low PD-L1 TPS was associated with inferior survival in rectal cancer patients undergoing neoadjuvant CRT. A prospective validation of the prognostic value of PD-L1 expression in rectal cancer patients within a clinical trial is necessitated.
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Affiliation(s)
- Florian Huemer
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
| | - Eckhard Klieser
- Institute of Pathology, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; (E.K.); (D.N.)
| | - Daniel Neureiter
- Institute of Pathology, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; (E.K.); (D.N.)
- Cancer Cluster Salzburg, 5020 Salzburg, Austria
| | - Verena Schlintl
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
| | - Gabriel Rinnerthaler
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
- Cancer Cluster Salzburg, 5020 Salzburg, Austria
| | - Franck Pagès
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, 75006 Paris, France; (F.P.); (A.K.); (C.E.S.)
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, 75015 Paris, France
| | - Amos Kirilovsky
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, 75006 Paris, France; (F.P.); (A.K.); (C.E.S.)
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, 75015 Paris, France
| | - Carine El Sissy
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, 75006 Paris, France; (F.P.); (A.K.); (C.E.S.)
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, 75015 Paris, France
| | - Wolfgang Iglseder
- Department of Radiation Oncology, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria;
| | - Franz Singhartinger
- Department of Surgery, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; (F.S.); (T.J.); (A.D.)
| | - Tarkan Jäger
- Department of Surgery, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; (F.S.); (T.J.); (A.D.)
| | - Adam Dinnewitzer
- Department of Surgery, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; (F.S.); (T.J.); (A.D.)
| | - Nadja Zaborsky
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
| | - Markus Steiner
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
| | - Richard Greil
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
- Cancer Cluster Salzburg, 5020 Salzburg, Austria
| | - Lukas Weiss
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, 5020 Salzburg, Austria; (F.H.); (V.S.); (G.R.); (N.Z.); (M.S.); (R.G.)
- Cancer Cluster Salzburg, 5020 Salzburg, Austria
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El Sissy C, Kirilovsky A, Van den Eynde M, Muşină AM, Anitei MG, Romero A, Marliot F, Junca A, Doyen J, Mlecnik B, Haicheur N, Fredriksen T, Lagorce C, Jouret-Mourin A, Leonard D, Bibeau F, Iseas S, Roca EL, Cabanne AM, Vaccaro CA, Santino JP, Huertas E, Tougeron D, Carvalho C, Figueiredo N, Perez RO, Habr-Gama A, Scripcariu V, Gerard JP, Galon J, Zeitoun G, Pagès F. A Diagnostic Biopsy-Adapted Immunoscore Predicts Response to Neoadjuvant Treatment and Selects Patients with Rectal Cancer Eligible for a Watch-and-Wait Strategy. Clin Cancer Res 2020; 26:5198-5207. [PMID: 32669377 DOI: 10.1158/1078-0432.ccr-20-0337] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 05/30/2020] [Accepted: 07/07/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE No biomarker to personalize treatment in locally advanced rectal cancer (LARC) is currently available. We assessed in LARC whether a diagnostic biopsy-adapted immunoscore (ISB) could predict response to neoadjuvant treatment (nT) and better define patients eligible to an organ preservation strategy ("Watch-and-Wait"). EXPERIMENTAL DESIGN Biopsies from two independent cohorts (n 1 = 131, n 2 = 118) of patients with LARC treated with nT followed by radical surgery were immunostained for CD3+ and CD8+ T cells and quantified by digital pathology to determine ISB. The expression of immune-related genes post-nT was investigated (n = 64 patients). Results were correlated with response to nT and disease-free survival (DFS). The ISB prognostic performance was further assessed in a multicentric cohort (n = 73 patients) treated by Watch-and-Wait. RESULTS ISB positively correlated with the degree of histologic response (P < 0.001) and gene expression levels for Th1 orientation and cytotoxic immune response, post-nT (P = 0.006). ISB high identified patients at lower risk of relapse or death compared with ISB low [HR, 0.21; 95% confidence interval (CI), 0.06-0.78; P = 0.009]. Prognostic performance of ISB for DFS was confirmed in a validation cohort. ISB was an independent parameter, more informative than pre- (P < 0.001) and post-nT (P < 0.05) imaging to predict DFS. ISB combined with imaging post-nT discriminated very good responders that could benefit from organ preservation strategy. In the "Watch-and-Wait" cohort (n = 73), no relapse was observed in patients with ISB high (23.3%). CONCLUSIONS ISB predicts response to nT and survival in patients with LARC treated by surgery. Its usefulness in the selection of patients eligible for a Watch-and-Wait strategy is strongly suggested.
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Affiliation(s)
- Carine El Sissy
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France.,Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Amos Kirilovsky
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France.,Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, Brussels, Belgium
| | - Ana-Maria Muşină
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Roumania
| | - Maria-Gabriela Anitei
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Roumania
| | - Alfredo Romero
- Hospital Britanico de Buenos Aires, Oncología Clínica, Buenos Aires, Argentina
| | - Florence Marliot
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France.,Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Audelaure Junca
- CHU de Poitiers, Service D'hépato-Gastro-Entérologie et Assistance Nutritive, Poitiers, France
| | - Jérôme Doyen
- Centre Antoine Lacassagne, Radiation Oncology, University of Côte d'Azur, Nice, France
| | - Bernhard Mlecnik
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France.,Inovarion, Paris, France
| | - Nacilla Haicheur
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France
| | - Tessa Fredriksen
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Christine Lagorce
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France.,Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Anne Jouret-Mourin
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, Brussels, Belgium
| | - Daniel Leonard
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, Brussels, Belgium
| | | | - Soledad Iseas
- Hospital Udaondo, Oncología Clínica, Buenos Aires, Argentina
| | - Enrique L Roca
- Hospital Udaondo, Oncología Clínica, Buenos Aires, Argentina
| | - Ana M Cabanne
- Hospital Udaondo, Oncología Clínica, Buenos Aires, Argentina
| | - Carlos A Vaccaro
- Department of General Surgery, Hospital Italiano, Buenos Aires, Argentina
| | - Juan P Santino
- Department of General Surgery, Hospital Italiano, Buenos Aires, Argentina
| | | | - David Tougeron
- CHU de Poitiers, Service D'hépato-Gastro-Entérologie et Assistance Nutritive, Poitiers, France
| | - Carlos Carvalho
- Digestive Department, Champalimaud Foundation, Lisbon, Portugal
| | - Nuno Figueiredo
- Digestive Department, Champalimaud Foundation, Lisbon, Portugal
| | | | | | - Viorel Scripcariu
- Institut Roi Albert II, Department of Medical Oncology, Cliniques Universitaires St-Luc, Brussels, Belgium
| | - Jean-Pierre Gerard
- CHU de Poitiers, Service D'hépato-Gastro-Entérologie et Assistance Nutritive, Poitiers, France
| | - Jérôme Galon
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
| | - Guy Zeitoun
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France
| | - Franck Pagès
- Hôpital Européen Georges Pompidou, Assistance Publique-Hôpitaux de Paris, Université de Paris, Faculté de santé, Paris, France. .,Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Immunology and Cancer Department, Cordeliers Research Center, Paris, France
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16
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Pagès F, André T, Taieb J, Vernerey D, Henriques J, Borg C, Marliot F, Ben Jannet R, Louvet C, Mineur L, Bennouna J, Desrame J, Faroux R, Kirilovsky A, Duval A, Laurent-Puig P, Svrcek M, Hermitte F, Catteau A, Galon J, Emile JF. Prognostic and predictive value of the Immunoscore in stage III colon cancer patients treated with oxaliplatin in the prospective IDEA France PRODIGE-GERCOR cohort study. Ann Oncol 2020; 31:921-929. [PMID: 32294529 DOI: 10.1016/j.annonc.2020.03.310] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 03/25/2020] [Accepted: 03/31/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The Immunoscore (IS), which prognostically classifies stage I-III colon cancer (CC) patients, was evaluated in the International Duration Evaluation of Adjuvant Therapy (IDEA) France cohort study investigating 3 versus 6 months of oxaliplatin-based adjuvant chemotherapy in stage III CC patients. PATIENTS AND METHODS Densities of CD3+ and CD8+ T cells in the tumor and invasive margin were determined by immunohistochemistry, quantified by digital pathology, and converted to IS. Mismatch repair status was determined by immunohistochemistry or by pentaplex PCR. Prediction of disease-free survival (DFS) by IS was analyzed by a multivariable Cox regression model in each study arm. Harrell's C-statistics were used to investigate the IS performance. RESULTS Samples of 1322 patients were available. IS Low, Intermediate (Int), and High were observed in 43.6%, 47.0%, and 9.4% of patients, respectively. IS Low identified patients at higher risk of relapse or death compared with Int + High [hazard ratio (HR) = 1.54; 95% confidence interval (CI) 1.24-1.93, P = 0.0001]. The 3-year DFS was 66.80% (95% CI 62.23-70.94) for IS Low and 77.14% (95% CI 73.50-80.35) for IS Int + High. In multivariable analysis, IS remained significantly independently associated with DFS (P = 0.003) when adjusted for sex, histological grade, T/N stage, and microsatellite instability. For mFOLFOX6-treated patients (91.6% of the cohort), a statistical significant interaction was observed for the predictive value of IS for treatment duration (3 versus 6 months) in terms of DFS (P = 0.057). IS Int + High significantly predicted benefit of 6 months of treatment (HR = 0.53; 95% CI 0.37-0.75; P = 0.0004), including clinically low- and high-risk stage III CC (all P < 0.001). Conversely, patients with IS Low (46.4%) did not significantly benefit from the 6-month mFOLFOX6 versus the 3-month mFOLFOX6. CONCLUSIONS The prognostic value of IS for DFS was confirmed in patients with stage III CC treated with oxaliplatin-based chemotherapy. Its predictive value for DFS benefit of longer duration of mFOLFOX6 adjuvant treatment was found in IS Int + High. These results will be validated in an external independent cohort. CLINICALTRIALS. GOV REGISTRATION NCT03422601; EudraCT Number: 2009-010384-16.
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Affiliation(s)
- F Pagès
- Department of Immunology, Européen Georges Pompidou Hospital, AP-HP, Paris, France; French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Laboratory of Integrative Cancer Immunology, INSERM, Centre de Recherche des Cordeliers, Paris, France; Equipe Labellisée Ligue Contre le Cancer, Paris, France.
| | - T André
- Department of Medical Oncology, Saint-Antoine Hospital, Sorbonne University and AP-HP, Paris, France
| | - J Taieb
- French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Department of Gastroenterology and Digestive Oncology, Européen Georges Pompidou Hospital, AP-HP, Paris, France
| | - D Vernerey
- Methodology and Quality of Life in Oncology Unit, Besançon University Hospital, Besançon, France; University Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - J Henriques
- Methodology and Quality of Life in Oncology Unit, Besançon University Hospital, Besançon, France; University Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - C Borg
- University Hospital (CHRU) Besançon, UMR1098 UBFC/EFS/INSERM, Immuno-Oncologie et Biotechnologies en Cancérologie, Besançon, France
| | - F Marliot
- Department of Immunology, Européen Georges Pompidou Hospital, AP-HP, Paris, France; French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Laboratory of Integrative Cancer Immunology, INSERM, Centre de Recherche des Cordeliers, Paris, France; Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - R Ben Jannet
- EA4340-Biomarqueurs et essais cliniques en Cancérologie et Onco-Hématologie (BECCOH), Versailles University, Boulogne, France; Ambroise Paré Hospital, AP-HP, Boulogne, France
| | - C Louvet
- Department of Medical Oncology, Institut Mutualiste Montsouris, Paris, France
| | - L Mineur
- Department of Radiation Therapy, Institut Sainte Catherine, Avignon, France
| | - J Bennouna
- Department of Medical Oncology, University Hospital of Nantes, Nantes, France
| | - J Desrame
- Department of Medical Oncology, Private Hospital Jean Mermoz, Lyon, France
| | - R Faroux
- Department of Gastroenterology, CHD Vendée, La Roche sur Yon, France
| | - A Kirilovsky
- French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Laboratory of Integrative Cancer Immunology, INSERM, Centre de Recherche des Cordeliers, Paris, France; Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - A Duval
- Sorbonne University and INSERM, UMRS 938, Équipe Instabilité des microsatellites et cancer, Saint Antoine Research Center, Equipe Labellisée Ligue Contre le Cancer and SIRIC CURAMUS, AP-HP, Paris, France
| | - P Laurent-Puig
- French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Department of Biology, Européen Georges Pompidou Hospital, AP-HP, Paris, France
| | - M Svrcek
- Department of Medical Oncology, Saint-Antoine Hospital, Sorbonne University and AP-HP, Paris, France; Sorbonne University and INSERM, UMRS 938, Équipe Instabilité des microsatellites et cancer, Saint Antoine Research Center, Equipe Labellisée Ligue Contre le Cancer and SIRIC CURAMUS, AP-HP, Paris, France
| | | | | | - J Galon
- French National Institute of Health and Medical Research (INSERM), Centre de Recherche des Cordeliers, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université de Paris, Paris, France; Laboratory of Integrative Cancer Immunology, INSERM, Centre de Recherche des Cordeliers, Paris, France; Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - J-F Emile
- University Hospital (CHRU) Besançon, UMR1098 UBFC/EFS/INSERM, Immuno-Oncologie et Biotechnologies en Cancérologie, Besançon, France; EA4340-Biomarqueurs et essais cliniques en Cancérologie et Onco-Hématologie (BECCOH), Versailles University, Boulogne, France; Ambroise Paré Hospital, AP-HP, Boulogne, France
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Zeitoun G, Sissy CE, Kirilovsky A, Anitei G, Todosi AM, Marliot F, Haicheur N, Lagorce C, Berger A, Zinzindohoué F, Galon J, Scripcariu V, Pagès F. The Immunoscore in the Clinical Practice of Patients with Colon and Rectal Cancers. Chirurgia (Bucur) 2019; 114:152-161. [PMID: 31060646 DOI: 10.21614/chirurgia.114.2.152] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2019] [Indexed: 11/23/2022]
Abstract
In the fine balance between tumor invasion and our defensive systems, the role played by the adaptive immune response at the tumor site is critical. Beyond the fact that all the immune components of the innate and adaptive response can be observed to varying degrees in the tumor microenvironment, it appears that a high density of T cytotoxic and memory lymphocytes, in a context of Th1 immune orientation in the tumor and its invasion front, provides a prognostic marker of paramount importance for colorectal cancer and more generally all solid tumors. The understanding of the role of immunity in cancer, tailored during one century of intensive research, has led to a complete paradigm shift.based on a sharp dissection In order to show the major impact of this conceptual revolution, we herein retrace through the example of colorectal cancer, how an effective immune test, namely the "Immunoscore", has been developed. We also provide up to date data demonstrating the capacity of the Immunoscore to prognosticate with a better accuracy than the TME classification clinical outcomes and to guide therapeutic strategies.
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El Sissy C, Kirilovsky A, Van Den Eynde M, Romero A, Marliot F, Lagorce C, Bibeau F, Iseas IS, Roca EL, Vaccaro CA, Tougeron D, Carvalho CT, Figueiredo N, Perez RO, Habr Gama A, Scripcariu V, Gerard JP, Galon J, Zeitoun G, Pages F. The consensus Immunoscore adapted to biopsies in patients with locally advanced rectal cancer: Potential clinical significance for a “Watch and Wait” strategy. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.2628] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2628 Background: We investigated whether an adaptation to rectal biopsies of the recently validated consensus Immunoscore, could predict the response to neoadjuvant treatment and delineate clinical responders that could benefit from a “Watch and Wait” (W&W) strategy with acceptable outcomes. Methods: Initial biopsies from 273 patients with locally advanced rectal cancer (LARC) treated by neoadjuvant chemoradiotherapy (nCRT) followed by Total Mesorectal Excision (TME), were immunostained for CD3+ and cytotoxic CD8+ T cells and quantified by digital pathology to determine the Immunoscore within pre-treatment Biopsy (ISB). Expression level of 44 immune related genes post-neoadjuvant treatment was investigated by Nanostring technology (n = 64 patients). Results were correlated with response to neoadjuvant treatment, disease free survival (DFS) and time to recurrence (TTR). Prognostic performance of ISB was finally assessed in 73 LARC treated by W&W strategy. Results: ISB Low, Intermediate and High were respectively observed in 23.3, 50.4 and 26.3 % of the cohort. ISB was positively and significantly correlated with the response to nCRT, as evaluated by Dworak classification (P = .0034), ypTNM (P = .0003), down-staging (P = .0014), and neoadjuvant rectal (NAR) score, (P < .0001). ISB status was also positively associated with the degree of local immune activation post-neoadjuvant treatment. ISB High patients were at low risk of relapse, with 5-year DFS rates of 81.1 % (CI, 71.3-92.1 %) as compared to 57.8 % (CI, 45.9-72.9 %) in ISB low patients. In multivariate analysis, ISB was the only significant parameter at presentation associated with DFS (High vs Low: P = .001). Among W&W patients, significant difference was observed for TTR according to ISB status (High vs Low: P = .025). Conclusions: ISB could provide a reliable estimate of the response to nCRT and risk of recurrence in LARC patients' treated by TME or W&W strategy.
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Affiliation(s)
| | | | - Marc Van Den Eynde
- Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Alfredo Romero
- Hospital Britanico de Buenos Aires, Buenos Aires, Argentina
| | | | | | | | - Ilma Soledad Iseas
- Clinical Oncology Unit, Hospital Bonorino Udaondo, Buenos Aires, Argentina
| | - Enrique Luis Roca
- Clinical Oncology Unit, Hospital Bonorino Udaondo, Buenos Aires, Argentina
| | | | | | | | | | | | | | | | | | - Jerome Galon
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France
| | | | - Franck Pages
- INSERM, Laboratory of Integrative Cancer Immunology, Equipe Labellisée Ligue Contre le Cancer, Paris, France
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Litvinova E, Darnige L, Kirilovsky A, Burnel Y, de Luna G, Dragon-Durey MA. Prevalence and Significance of Non-conventional Antiphospholipid Antibodies in Patients With Clinical APS Criteria. Front Immunol 2018; 9:2971. [PMID: 30619328 PMCID: PMC6302212 DOI: 10.3389/fimmu.2018.02971] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 12/03/2018] [Indexed: 12/29/2022] Open
Abstract
Background: The biological diagnostics of antiphospholipid syndrome (APS) takes into account the persistent positivity for anticardiolipin and/or anti-β2GP1 antibodies and/or presence of lupus anticoagulant (LA). However, some non-conventional antiphospholipid antibodies have emerged that could help in the diagnosis of APS. Objectives: To study the potential usefulness of non-conventional antiphospholipid antibodies in clinical practice. Methods: Eighty-seven patients, aged from 15 to 92 years were included and classified in following groups: 41 patients positive for the conventional antibodies with clinical criterion of APS (31 with primary APS and 10 secondary), 17 seronegative APS (SNAPS) patients (i.e., persistent negativity for the conventional antibodies with a strong clinical suspicion of APS), 11 asymptomatic antiphospholipid antibodies carriers (i.e., persistent positivity for the conventional antibodies without clinical evidence of APS), and 18 patients presenting with a first thrombotic or obstetrical event. IgG and IgM were detected to the following antigens: phosphatidylserine/prothrombin (PS/PT) by ELISA, and phosphatidic acid, phosphatidyl-ethanolamine, phosphatidyl-glycerol, phosphatidyl-inositol, phosphatidylserine, annexin V, prothrombin by immunodot. Anti-β2GP1 IgA, and anti-β2GP1 domain 1 IgG were detected by chemiluminescence. Results: Positivity for the non-conventional antibodies was correlated with APS severity; patients with catastrophic APS (CAPS) being positive for 10.7 (Median, Range: 5–14) non-conventional antibodies. 9/17 seronegative patients were positive for at least one of non-conventional antibodies. A study of non-supervised hierarchical clustering of all markers revealed that anti-PS/PT antibodies showed high correlation with the presence of LA. All patients with APS triple positivity (highest risk profile) exhibited also persistent positivity for anti-PS/PT antibodies. Conclusions: Our data obtained from a prospective cohort constituted mainly by patients with primary APS, suggest that non-conventional APS antibodies may be useful for patients classified as SNAPS. They demonstrate the potential value of aPS/PT antibodies as a strong marker of APS. We propose that anti-PS/PT antibodies could be a surrogate APS biological marker of LA to classify in high-risk profile patients treated by direct oral anticoagulants (DOACs), in whom LA detection cannot be achieved.
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Affiliation(s)
| | - Luc Darnige
- Department of Biological Haematology, HEGP, APHP, Paris, France.,Inserm UMR-S1140, Paris, France.,Paris Descartes University, Paris, France
| | | | - Yann Burnel
- Department of Biological Haematology, HEGP, APHP, Paris, France
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Pagès F, Mlecnik B, Marliot F, Bindea G, Ou FS, Bifulco C, Lugli A, Zlobec I, Rau TT, Berger MD, Nagtegaal ID, Vink-Börger E, Hartmann A, Geppert C, Kolwelter J, Merkel S, Grützmann R, Van den Eynde M, Jouret-Mourin A, Kartheuser A, Léonard D, Remue C, Wang JY, Bavi P, Roehrl MHA, Ohashi PS, Nguyen LT, Han S, MacGregor HL, Hafezi-Bakhtiari S, Wouters BG, Masucci GV, Andersson EK, Zavadova E, Vocka M, Spacek J, Petruzelka L, Konopasek B, Dundr P, Skalova H, Nemejcova K, Botti G, Tatangelo F, Delrio P, Ciliberto G, Maio M, Laghi L, Grizzi F, Fredriksen T, Buttard B, Angelova M, Vasaturo A, Maby P, Church SE, Angell HK, Lafontaine L, Bruni D, El Sissy C, Haicheur N, Kirilovsky A, Berger A, Lagorce C, Meyers JP, Paustian C, Feng Z, Ballesteros-Merino C, Dijkstra J, van de Water C, van Lent-van Vliet S, Knijn N, Mușină AM, Scripcariu DV, Popivanova B, Xu M, Fujita T, Hazama S, Suzuki N, Nagano H, Okuno K, Torigoe T, Sato N, Furuhata T, Takemasa I, Itoh K, Patel PS, Vora HH, Shah B, Patel JB, Rajvik KN, Pandya SJ, Shukla SN, Wang Y, Zhang G, Kawakami Y, Marincola FM, Ascierto PA, Sargent DJ, Fox BA, Galon J. International validation of the consensus Immunoscore for the classification of colon cancer: a prognostic and accuracy study. Lancet 2018; 391:2128-2139. [PMID: 29754777 DOI: 10.1016/s0140-6736(18)30789-x] [Citation(s) in RCA: 1280] [Impact Index Per Article: 213.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Revised: 03/19/2018] [Accepted: 03/20/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND The estimation of risk of recurrence for patients with colon carcinoma must be improved. A robust immune score quantification is needed to introduce immune parameters into cancer classification. The aim of the study was to assess the prognostic value of total tumour-infiltrating T-cell counts and cytotoxic tumour-infiltrating T-cells counts with the consensus Immunoscore assay in patients with stage I-III colon cancer. METHODS An international consortium of 14 centres in 13 countries, led by the Society for Immunotherapy of Cancer, assessed the Immunoscore assay in patients with TNM stage I-III colon cancer. Patients were randomly assigned to a training set, an internal validation set, or an external validation set. Paraffin sections of the colon tumour and invasive margin from each patient were processed by immunohistochemistry, and the densities of CD3+ and cytotoxic CD8+ T cells in the tumour and in the invasive margin were quantified by digital pathology. An Immunoscore for each patient was derived from the mean of four density percentiles. The primary endpoint was to evaluate the prognostic value of the Immunoscore for time to recurrence, defined as time from surgery to disease recurrence. Stratified multivariable Cox models were used to assess the associations between Immunoscore and outcomes, adjusting for potential confounders. Harrell's C-statistics was used to assess model performance. FINDINGS Tissue samples from 3539 patients were processed, and samples from 2681 patients were included in the analyses after quality controls (700 patients in the training set, 636 patients in the internal validation set, and 1345 patients in the external validation set). The Immunoscore assay showed a high level of reproducibility between observers and centres (r=0·97 for colon tumour; r=0·97 for invasive margin; p<0·0001). In the training set, patients with a high Immunoscore had the lowest risk of recurrence at 5 years (14 [8%] patients with a high Immunoscore vs 65 (19%) patients with an intermediate Immunoscore vs 51 (32%) patients with a low Immunoscore; hazard ratio [HR] for high vs low Immunoscore 0·20, 95% CI 0·10-0·38; p<0·0001). The findings were confirmed in the two validation sets (n=1981). In the stratified Cox multivariable analysis, the Immunoscore association with time to recurrence was independent of patient age, sex, T stage, N stage, microsatellite instability, and existing prognostic factors (p<0·0001). Of 1434 patients with stage II cancer, the difference in risk of recurrence at 5 years was significant (HR for high vs low Immunoscore 0·33, 95% CI 0·21-0·52; p<0·0001), including in Cox multivariable analysis (p<0·0001). Immunoscore had the highest relative contribution to the risk of all clinical parameters, including the American Joint Committee on Cancer and Union for International Cancer Control TNM classification system. INTERPRETATION The Immunoscore provides a reliable estimate of the risk of recurrence in patients with colon cancer. These results support the implementation of the consensus Immunoscore as a new component of a TNM-Immune classification of cancer. FUNDING French National Institute of Health and Medical Research, the LabEx Immuno-oncology, the Transcan ERAnet Immunoscore European project, Association pour la Recherche contre le Cancer, CARPEM, AP-HP, Institut National du Cancer, Italian Association for Cancer Research, national grants and the Society for Immunotherapy of Cancer.
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Affiliation(s)
- Franck Pagès
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France.
| | - Bernhard Mlecnik
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Inovarion, Paris, France
| | - Florence Marliot
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Gabriela Bindea
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Fang-Shu Ou
- Cancer Center Statistics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Carlo Bifulco
- Department of Pathology, Providence Portland Medical Center, Portland, OR, USA
| | | | - Inti Zlobec
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Tilman T Rau
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Martin D Berger
- Department of Medical Oncology, University Hospital of Bern, Bern, Switzerland
| | | | | | - Arndt Hartmann
- Department of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Carol Geppert
- Department of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Julie Kolwelter
- Department of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Susanne Merkel
- Department of Surgery, University Erlangen-Nürnberg, Erlangen, Germany
| | - Robert Grützmann
- Department of Surgery, University Erlangen-Nürnberg, Erlangen, Germany
| | - Marc Van den Eynde
- Institut Roi Albert II, Department of Medical Oncology Cliniques Universitaires St-Luc, Brussels, Belgium; Institut de Recherche Clinique et Experimentale (Pole MIRO), Université Catholique de Louvain, Brussels, Belgium
| | - Anne Jouret-Mourin
- Department of Pathology, Cliniques Universitaires St-Luc, Brussels, Belgium; Institut de Recherche Clinique et Experimentale (Pole GAEN), Université Catholique de Louvain, Brussels, Belgium
| | - Alex Kartheuser
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Daniel Léonard
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Christophe Remue
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc Université Catholique de Louvain, Brussels, Belgium
| | - Julia Y Wang
- Curandis Laboratories, Boston, MA, USA; Department of Pathology and Laboratory Medicine, University Health Network, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Prashant Bavi
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Michael H A Roehrl
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | | | | | - Sara Hafezi-Bakhtiari
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, ON, Canada
| | | | - Giuseppe V Masucci
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, Stockholm, Sweden
| | - Emilia K Andersson
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University, Stockholm, Sweden
| | - Eva Zavadova
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Jan Spacek
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Bohuslav Konopasek
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Pavel Dundr
- Institute of Pathology, First Faculty of Medicine, Charles University, Prague, Czech Republic; General University Hospital in Prague, Prague, Czech Republic
| | - Helena Skalova
- Institute of Pathology, First Faculty of Medicine, Charles University, Prague, Czech Republic; General University Hospital in Prague, Prague, Czech Republic
| | - Kristyna Nemejcova
- Institute of Pathology, First Faculty of Medicine, Charles University, Prague, Czech Republic; General University Hospital in Prague, Prague, Czech Republic
| | - Gerardo Botti
- Department of Pathology, Istituto Nazionale per lo Studio e la Cura dei Tumori, "Fondazione G.Pascale" Naples, Italy
| | - Fabiana Tatangelo
- Department of Pathology, Istituto Nazionale per lo Studio e la Cura dei Tumori, "Fondazione G.Pascale" Naples, Italy
| | - Paolo Delrio
- Colorectal Surgery Department, Istituto Nazionale per lo Studio e la Cura dei Tumori, "Fondazione G.Pascale" Naples, Italy
| | | | - Michele Maio
- Center for Immuno-Oncology, University Hospital of Siena, Istituto Toscano Tumori, Siena, Italy
| | - Luigi Laghi
- Molecular Gastroenterology and Department of Gastroenterology, Humanitas Clinical and Research Center, Rozzano, Milan, Italy
| | - Fabio Grizzi
- Molecular Gastroenterology and Department of Gastroenterology, Humanitas Clinical and Research Center, Rozzano, Milan, Italy; Humanitas University, Rozzano, Milan, Italy
| | - Tessa Fredriksen
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Bénédicte Buttard
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Mihaela Angelova
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Angela Vasaturo
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Pauline Maby
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Sarah E Church
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; NanoString Technologies, Seattle, WA, USA
| | - Helen K Angell
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Translational Science, Oncology, IMED Biotech Unit, AstraZeneca, Cambridge, UK
| | - Lucie Lafontaine
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Daniela Bruni
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France
| | - Carine El Sissy
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Nacilla Haicheur
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Amos Kirilovsky
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Immunomonitoring Platform, Laboratory of Immunology, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Anne Berger
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Christine Lagorce
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France; Digestive Surgery Department, AP-HP, Assistance Publique-Hopitaux de Paris, Georges Pompidou European Hospital, Paris, France
| | - Jeffrey P Meyers
- Cancer Center Statistics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Christopher Paustian
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W Franz Cancer Center, Providence Portland Medical Center, Portland, OR, USA
| | - Zipei Feng
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W Franz Cancer Center, Providence Portland Medical Center, Portland, OR, USA
| | - Carmen Ballesteros-Merino
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W Franz Cancer Center, Providence Portland Medical Center, Portland, OR, USA
| | - Jeroen Dijkstra
- Pathology Department, Radboud University, Nijmegen, Netherlands
| | | | | | - Nikki Knijn
- Pathology Department, Radboud University, Nijmegen, Netherlands
| | - Ana-Maria Mușină
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Roumania
| | - Dragos-Viorel Scripcariu
- University of Medicine and Pharmacy "Grigore T. Popa" Iaşi, Department of Surgical Oncology, Regional Institute of Oncology, Iaşi, Roumania
| | - Boryana Popivanova
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Mingli Xu
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics against Cancer, Yamaguchi University School of Medicine, Yamaguchi, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Kiyotaka Okuno
- Department of Surgery, Kindai University, School of Medicine, Osaka-sayama, Japan
| | - Toshihiko Torigoe
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Noriyuki Sato
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Tomohisa Furuhata
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Ichiro Takemasa
- Department of Surgery, Surgical Oncology, and Science, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Kyogo Itoh
- Department of Immunology and Immunotherapy, Kurume University School of Medicine, Kurume, Japan
| | - Prabhu S Patel
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Hemangini H Vora
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Birva Shah
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | | | - Kruti N Rajvik
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | | | - Shilin N Shukla
- The Gujarat Cancer & Research Institute, Asarwa, Ahmedabad, India
| | - Yili Wang
- Institute for Cancer Research of School of Basic Medical Science, Department of Pathology of the First Affiliated Hospital, Health Science Center of Xi'an Jiaotong University, Xian, China
| | - Guanjun Zhang
- Institute for Cancer Research of School of Basic Medical Science, Department of Pathology of the First Affiliated Hospital, Health Science Center of Xi'an Jiaotong University, Xian, China
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Tokyo, Japan
| | | | - Paolo A Ascierto
- Melanoma, Cancer Immunotherapy and Innovative Therapies Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori, Fondazione "G. Pascale", Napoli, Italy
| | - Daniel J Sargent
- Cancer Center Statistics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Bernard A Fox
- Laboratory of Molecular and Tumor Immunology, Earle A. Chiles Research Institute, Robert W Franz Cancer Center, Providence Portland Medical Center, Portland, OR, USA; Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR, USA
| | - Jérôme Galon
- INSERM, Laboratory of Integrative Cancer Immunology, Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Université Pierre et Marie Curie, Sorbonne Universités, Paris, France.
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Van Den Eynde M, El Sissy C, Kirilovsky A, Marliot F, Haicheur N, Dragean CA, Danse E, Denis MA, Kartheuser A, Remue C, Leonard D, Bachman R, Baldin P, Decuyper A, Humblet Y, Scalliet P, Jouret-Mourin A, Galon J, Pages F. Association of T-cell infiltration assessed in pretherapeutic biopsies (PTB) of patients with locally advanced rectal adenocarcinoma (LARC) with tumor response and relapse after chemoradiotherapy (CRT) and rectal surgery. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.3599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3599 Background: Pre-operative CRT followed by total mesorectal excision (TME) is nowadays the standard of care for patient with LARC (cT3-T4N0 or cTxN+). Currently, pathologic complete response occurs in +/- 15% after CRT. Colorectal cancer T-cell infiltration is a strong prognostic factor for survival after primary tumor resection. Our aim was to determine whether T-cell infiltration in PTB could be predictive of tumor response and relapse after CRT + TME. Methods: Between 1999 and 2012, patients with LARC who underwent CRT + TME and with available clinical follow-up and PTB (with sufficient tumor cells density) were identified at the Cliniques universitaires St-Luc. The density of CD3 (T cells) and CD8 (cytotoxic) was quantified on immunostained PTB slides and analyzed with a dedicated image analysis software on whole-slide imaging. Comparisons were made using the Wilcoxon-Mann-Whitney test. Cumulative disease-free survival (DFS) was performed using the Kaplan-Meier estimator and compared by log-rank tests. Cox regression we used for uni- and multi-variate analysis. P value of less than 0.05 was considered statistically significant. Results: 154 patients (sex ratio M/F 1.8; mean age 65 years-old; upper (20%), mid (29%) and low rectum (51%), synchronous metastases (11%)) were analyzed. High CD3 and CD8 PTB densities were significantly associated with a higher pathological response (Dworak 3-4) and lower ypTNM stage after CRT +TME (p < 0,05). Higher CD3 and CD8 PTB densities were associated with higher patient DFS (CD3: HR = 2,30 (CI95%:1,15-4,59) p = 0,02; CD8: HR = 1,95 (CI95%: 1,01-3,75) p = 0,04). These results were confirmed in uni and multivariate analysis. CD3 and CD8 PTB densities added to pathological response (ypTNM/Dworak) but also clinical response (ycTNM) after CRT + TME increases significantly the accuracy prediction of tumor relapse. Conclusions: Pretherapeutic T-cell infiltration of LARC is predictive of tumor response and relapse after CRT +TME. This biomarker could be helpful for patient treatment decision. It must be validated in larger patient cohorts.
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Affiliation(s)
- Marc Van Den Eynde
- Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | | | | | | | | | | | - Etienne Danse
- Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | | | | | | | - Daniel Leonard
- Cliniques Universitaires Saint-Luc, Brussels, MN, Belgium
| | - Radu Bachman
- Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Pamela Baldin
- Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | | | - Yves Humblet
- Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | | | - Anne Jouret-Mourin
- Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Jerome Galon
- Laboratory of Integrative Cancer Immunology, INSERM, Paris, France
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Pagès F, Granier C, Kirilovsky A, Elsissy C, Tartour E. Biomarqueurs prédictifs de réponse aux traitements bloquant les voies de costimulation inhibitrices. Bull Cancer 2017; 103 Suppl 1:S151-S159. [PMID: 28057179 DOI: 10.1016/s0007-4551(16)30373-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Immunotherapies targeting co-inhibitory receptors recently open a new promising approach of cancer treatment. Indeed, an objective clinical response was observed after treatment by anti-CTLA-4 and anti-PD-1 in many indications but the treatment still failed in 70 to 80 % of cases treated. Given the adverse effects and the high cost of these therapies, there is a need for the development of biomarkers. This review focus on potential predictive biomarkers. In peripheral blood, high level of Il-2 soluble receptor at baseline and absence of ICOS+ CD4-T lymphocytes induction may be associated with the absence of clinical response for melanoma patients treated by ipilimumab (anti-CTLA-4). PD-L1 - PD-1 ligand- expression on cancer lung adenocarcinoma and melanoma is associated with an improved clinical response to anti-PD-1/PD-L1. Nevertheless, a standardization of the biological assays is needed before a clinical translation. CD8-T cell tumor infiltration seems to be a prerequisite to an optimal clinical response after anti-PD-1/PD-L1 administration. In situ high mutational load is associated with a CD8-T cell infiltration and a higher rate of anti-PD-1 and anti-CTLA-4 response. If we consider a more holistic approach, the role of the gut microbiota in the response to these treatments is now well established in pre-clinical experiments. The universal marker is not identified so far, but the reliable marker should be in the tumor compartment and combining multiples markers could be suitable to predict response in different contexts.
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Affiliation(s)
- Franck Pagès
- Service d'immunologie biologique, plateforme d'immunomonitoring, hôpital européen Georges-Pompidou, AP-HP, Paris, France; Centre de recherche des Cordeliers, INSERM, eq15, UMRS 1138, Paris, France.
| | - Clémence Granier
- Université Paris-Descartes, Sorbonne-Paris-Cité, INSERM U970, Paris, France
| | - Amos Kirilovsky
- Service d'immunologie biologique, plateforme d'immunomonitoring, hôpital européen Georges-Pompidou, AP-HP, Paris, France; Centre de recherche des Cordeliers, INSERM, eq15, UMRS 1138, Paris, France
| | - Carine Elsissy
- Service d'immunologie biologique, plateforme d'immunomonitoring, hôpital européen Georges-Pompidou, AP-HP, Paris, France; Centre de recherche des Cordeliers, INSERM, eq15, UMRS 1138, Paris, France
| | - Eric Tartour
- Service d'immunologie biologique, plateforme d'immunomonitoring, hôpital européen Georges-Pompidou, AP-HP, Paris, France; Université Paris-Descartes, Sorbonne-Paris-Cité, INSERM U970, Paris, France.
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Mlecnik B, Bindea G, Kirilovsky A, Angell HK, Obenauf AC, Tosolini M, Church SE, Maby P, Vasaturo A, Angelova M, Fredriksen T, Mauger S, Waldner M, Berger A, Speicher MR, Pagès F, Valge-Archer V, Galon J. The tumor microenvironment and Immunoscore are critical determinants of dissemination to distant metastasis. Sci Transl Med 2016; 8:327ra26. [PMID: 26912905 DOI: 10.1126/scitranslmed.aad6352] [Citation(s) in RCA: 310] [Impact Index Per Article: 38.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Although distant metastases account for most of the deaths in cancer patients, fundamental questions regarding mechanisms that promote or inhibit metastasis remain unanswered. We show the impact of mutations, genomic instability, lymphatic and blood vascularization, and the immune contexture of the tumor microenvironment on synchronous metastases in large cohorts of colorectal cancer patients. We observed large genetic heterogeneity among primary tumors, but no major differences in chromosomal instability or key cancer-associated mutations. Similar patterns of cancer-related gene expression levels were observed between patients. No cancer-associated genes or pathways were associated with M stage. Instead, mutations of FBXW7 were associated with the absence of metastasis and correlated with increased expression of T cell proliferation and antigen presentation functions. Analyzing the tumor microenvironment, we observed two hallmarks of the metastatic process: decreased presence of lymphatic vessels and reduced immune cytotoxicity. These events could be the initiating factors driving both synchronous and metachronous metastases. Our data demonstrate the protective impact of the Immunoscore, a cytotoxic immune signature, and increased marginal lymphatic vessels, against the generation of distant metastases, regardless of genomic instability.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Gabriela Bindea
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Amos Kirilovsky
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Helen K Angell
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France. AstraZeneca, Cambridge CB4 OWG, UK
| | - Anna C Obenauf
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Marie Tosolini
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Sarah E Church
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Pauline Maby
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Angela Vasaturo
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Mihaela Angelova
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Tessa Fredriksen
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Stéphanie Mauger
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
| | - Maximilian Waldner
- Department of Medicine, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Anne Berger
- Assistance Publique-Hopitaux de Paris, Department of General and Digestive Surgery, Hôpital Européen Georges Pompidou, Paris, France
| | | | - Franck Pagès
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France. Assistance Publique-Hopitaux de Paris, Department of Immunology, Hôpital Européen Georges Pompidou, Paris, France
| | | | - Jérôme Galon
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, F-75006 Paris, France. Université Paris Descartes, Sorbonne Paris Cité, UMRS1138, F-75006 Paris, France. Sorbonne Universités, UPMC Univ Paris 06, UMRS1138, Centre de Recherche des Cordeliers, F-75006 Paris, France
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24
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Mlecnik B, Bindea G, Angell HK, Maby P, Angelova M, Tougeron D, Church SE, Lafontaine L, Fischer M, Fredriksen T, Sasso M, Bilocq AM, Kirilovsky A, Obenauf AC, Hamieh M, Berger A, Bruneval P, Tuech JJ, Sabourin JC, Le Pessot F, Mauillon J, Rafii A, Laurent-Puig P, Speicher MR, Trajanoski Z, Michel P, Sesboüe R, Frebourg T, Pagès F, Valge-Archer V, Latouche JB, Galon J. Integrative Analyses of Colorectal Cancer Show Immunoscore Is a Stronger Predictor of Patient Survival Than Microsatellite Instability. Immunity 2016; 44:698-711. [PMID: 26982367 DOI: 10.1016/j.immuni.2016.02.025] [Citation(s) in RCA: 698] [Impact Index Per Article: 87.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 10/12/2015] [Accepted: 11/25/2015] [Indexed: 02/07/2023]
Abstract
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.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Gabriela Bindea
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Helen K Angell
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France; Innovative Medicines and Early Development, Oncology, AstraZeneca, CB4 OWG Cambridge, UK
| | - Pauline Maby
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France; INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France
| | - Mihaela Angelova
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France; Biocenter, Division of Bioinformatics, Innsbruck Medical University, 6020 Innsbruck, Austria
| | - David Tougeron
- INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France; Department of Gastroenterology, Rouen University Hospital, 76000 Rouen, France; Department of Genetics, Rouen University Hospital, 76000 Rouen, France
| | - Sarah E Church
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Lucie Lafontaine
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Maria Fischer
- Biocenter, Division of Bioinformatics, Innsbruck Medical University, 6020 Innsbruck, Austria
| | - Tessa Fredriksen
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Maristella Sasso
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Amélie M Bilocq
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Amos Kirilovsky
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France
| | - Anna C Obenauf
- Institute of Human Genetics, Medical University of Graz, 8010 Graz, Austria
| | - Mohamad Hamieh
- INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France
| | - Anne Berger
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; Department of General and Digestive Surgery, Hôpital Européen Georges-Pompidou, Assistance Publique-Hopitaux de Paris, 75015 Paris, France
| | - Patrick Bruneval
- Department of Anatomopathology, Hôpital Européen Georges-Pompidou, Assistance Publique-Hopitaux de Paris, 75015 Paris, France
| | - Jean-Jacques Tuech
- Department of Digestive Surgery, Rouen University Hospital, 76000 Rouen, France
| | | | - Florence Le Pessot
- Department of Anatomopathology, Rouen University Hospital, 76000 Rouen, France
| | - Jacques Mauillon
- Department of Anatomopathology, Rouen University Hospital, 76000 Rouen, France; Department of Gastroenterology, Le Havre Hospital, 76600 Le Havre, France
| | - Arash Rafii
- Stem Cell and Microenvironment Laboratory, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, 3263 Doha, Qatar
| | - Pierre Laurent-Puig
- UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; INSERM, UMRS775, Bases Moléculaires de la Réponse aux Xénobiotiques, 75006 Paris, France
| | - Michael R Speicher
- Institute of Human Genetics, Medical University of Graz, 8010 Graz, Austria
| | - Zlatko Trajanoski
- Biocenter, Division of Bioinformatics, Innsbruck Medical University, 6020 Innsbruck, Austria
| | - Pierre Michel
- Department of Gastroenterology, Rouen University Hospital, 76000 Rouen, France
| | - Richard Sesboüe
- INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France
| | - Thierry Frebourg
- INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France; INSERM, UMRS775, Bases Moléculaires de la Réponse aux Xénobiotiques, 75006 Paris, France
| | - Franck Pagès
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France; Department of Immunology, Hôpital Européen Georges-Pompidou, Assistance Publique-Hopitaux de Paris, 75015 Paris, France
| | - Viia Valge-Archer
- Innovative Medicines and Early Development, Oncology, AstraZeneca, CB4 OWG Cambridge, UK; MedImmune, CB21 GGH Cambridge, UK
| | - Jean-Baptiste Latouche
- INSERM, U1079, Faculté de Médecine, Université de Rouen and the Institute for Research and Innovation in Biomedecine (IRIB), 76000 Rouen, France; Department of Genetics, Rouen University Hospital, 76000 Rouen, France
| | - Jérôme Galon
- INSERM, UMRS1138, Laboratory of Integrative Cancer Immunology, 75006 Paris, France; UMRS1138, Université Paris Descartes - Sorbonne Paris Cité, 75006 Paris, France; UMRS1138, Pierre and Marie Curie University (Paris 6) - Sorbonne Paris Cité, Centre de Recherche des Cordeliers, 75006 Paris, France.
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Kirilovsky A, Marliot F, El Sissy C, Haicheur N, Galon J, Pagès F. Rational bases for the use of the Immunoscore in routine clinical settings as a prognostic and predictive biomarker in cancer patients. Int Immunol 2016; 28:373-82. [PMID: 27121213 DOI: 10.1093/intimm/dxw021] [Citation(s) in RCA: 113] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 04/25/2016] [Indexed: 12/17/2022] Open
Abstract
The American Joint Committee on Cancer/Union Internationale Contre le Cancer (AJCC/UICC) tumor, nodes, metastasis (TNM) classification system based on tumor features is used for prognosis estimation and treatment recommendations in most cancers. However, the clinical outcome can vary significantly among patients within the same tumor stage and TNM classification does not predict response to therapy. Therefore, many efforts have been focused on the identification of new markers. Multiple tumor cell-based approaches have been proposed but very few have been translated into the clinic. The recent demonstration of the essential role of the immune system in tumor progression has allowed great advances in the understanding of this complex disease and in the design of novel therapies. The analysis of the immune infiltrate by imaging techniques in large patient cohorts highlighted the prognostic impact of the in situ immune cell infiltrate in tumors. Moreover, the characterization of the immune infiltrates (e.g. type, density, distribution within the tumor, phenotype, activation status) in patients treated with checkpoint-blockade strategies could provide information to predict the disease outcome. In colorectal cancer, we have developed a prognostic score ('Immunoscore') that takes into account the distribution of the density of both CD3(+) lymphocytes and CD8(+) cytotoxic T cells in the tumor core and the invasive margin that could outperform TNM staging. Currently, an international retrospective study is under way to validate the Immunoscore prognostic performance in patients with colon cancer. The use of Immunoscore in clinical practice could improve the patients' prognostic assessment and therapeutic management.
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Affiliation(s)
- Amos Kirilovsky
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France University Paris Descartes, 45 Rue Saints Pères, 75006 Paris, France Centre de Recherche des Cordeliers, University Pierre et Marie Curie Paris 6, 15 Rue de l'Ecole de Medecine, 75006 Paris, France Immunomonitoring Platform, Laboratory of Immunology, Georges Pompidou European Hospital, 20-40 Rue Leblanc, 75015 Paris, France
| | - Florence Marliot
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France University Paris Descartes, 45 Rue Saints Pères, 75006 Paris, France Centre de Recherche des Cordeliers, University Pierre et Marie Curie Paris 6, 15 Rue de l'Ecole de Medecine, 75006 Paris, France Immunomonitoring Platform, Laboratory of Immunology, Georges Pompidou European Hospital, 20-40 Rue Leblanc, 75015 Paris, France
| | - Carine El Sissy
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France University Paris Descartes, 45 Rue Saints Pères, 75006 Paris, France Centre de Recherche des Cordeliers, University Pierre et Marie Curie Paris 6, 15 Rue de l'Ecole de Medecine, 75006 Paris, France Immunomonitoring Platform, Laboratory of Immunology, Georges Pompidou European Hospital, 20-40 Rue Leblanc, 75015 Paris, France
| | - Nacilla Haicheur
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France Immunomonitoring Platform, Laboratory of Immunology, Georges Pompidou European Hospital, 20-40 Rue Leblanc, 75015 Paris, France
| | - Jérôme Galon
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France University Paris Descartes, 45 Rue Saints Pères, 75006 Paris, France Centre de Recherche des Cordeliers, University Pierre et Marie Curie Paris 6, 15 Rue de l'Ecole de Medecine, 75006 Paris, France
| | - Franck Pagès
- Laboratory of Integrative Cancer Immunology, INSERM UMRS1138, Cordeliers Research Center, 15 Rue de l'Ecole de Medecine, 75006 Paris, France University Paris Descartes, 45 Rue Saints Pères, 75006 Paris, France Centre de Recherche des Cordeliers, University Pierre et Marie Curie Paris 6, 15 Rue de l'Ecole de Medecine, 75006 Paris, France Immunomonitoring Platform, Laboratory of Immunology, Georges Pompidou European Hospital, 20-40 Rue Leblanc, 75015 Paris, France
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Mlecnik B, Bindea G, Angell HK, Sasso MS, Obenauf AC, Fredriksen T, Lafontaine L, Bilocq AM, Kirilovsky A, Tosolini M, Waldner M, Berger A, Fridman WH, Rafii A, Valge-Archer V, Pagès F, Speicher MR, Galon J. Functional network pipeline reveals genetic determinants associated with in situ lymphocyte proliferation and survival of cancer patients. Sci Transl Med 2014; 6:228ra37. [PMID: 24648340 DOI: 10.1126/scitranslmed.3007240] [Citation(s) in RCA: 162] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The tumor microenvironment is host to a complex network of cytokines that contribute to shaping the intratumoral immune reaction. Chromosomal gains and losses, coupled with expression analysis, of 59 cytokines and receptors and their functional networks were investigated in colorectal cancers. Changes in local expression for 13 cytokines were shown. Metastatic patients exhibited an increased frequency of deletions of cytokines from chromosome 4. Interleukin 15 (IL15) deletion corresponded with decreased IL15 expression, a higher risk of tumor recurrence, and reduced patient survival. Decreased IL15 expression affected the local proliferation of B and T lymphocytes. Patients with proliferating B and T cells at the invasive margin and within the tumor center had significantly prolonged disease-free survival. These results delineate chromosomal instability as a mechanism of modulating local cytokine expression in human tumors and underline the major role of IL15. Our data provide further mechanisms resulting in changes of specific immune cell densities within the tumor, and the importance of local active lymphocyte proliferation for patient survival.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM UMRS1138, Laboratory of Integrative Cancer Immunology, Paris F-75006, France
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Anitei MG, Zeitoun G, Mlecnik B, Marliot F, Haicheur N, Todosi AM, Kirilovsky A, Lagorce C, Bindea G, Ferariu D, Danciu M, Bruneval P, Scripcariu V, Chevallier JM, Zinzindohoué F, Berger A, Galon J, Pagès F. Prognostic and predictive values of the immunoscore in patients with rectal cancer. Clin Cancer Res 2014; 20:1891-9. [PMID: 24691640 DOI: 10.1158/1078-0432.ccr-13-2830] [Citation(s) in RCA: 261] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE To determine whether the tumor immune infiltrate, as recently evaluated with the Immunoscore methodology, could be a useful prognostic marker in patients with rectal cancers. EXPERIMENTAL DESIGN The influence of the immune infiltrate on patient's outcome was investigated in patients with or without preoperative chemoradiation therapy (pCRT). The density of total (CD3(+)) and cytotoxic (CD8(+)) T lymphocytes was evaluated by immunohistochemistry and quantified by a dedicated image analysis software in surgical specimens of patients with rectal cancer (n = 111) who did not receive pCRT and in tumor biopsies performed before pCRT from additional 55 patients. The results were correlated with tumor recurrence, patient's survival, and response to pCRT. RESULTS The densities of CD3(+) and CD8(+) lymphocytes and the associated Immunoscore (from I0 to I4) were significantly correlated with differences in disease-free and overall survival (HR, 1.81 and 1.72, respectively; all P < 0.005). Cox multivariate analysis supports the advantage of the Immunoscore compared with the tumor-node-metastasis (TNM) staging in predicting recurrence and survival (all P < 0.001). Lymph node ratio added information in a prognostic model (all P < 0.05). In addition, high infiltration of CD3(+) and CD8(+) lymphocytes in tumor biopsies was associated with downstaging of the tumor after pCRT (CD3(+) cells; Fisher exact test P = 0.01). CONCLUSIONS The Immunoscore could be a useful prognostic marker in patients with rectal cancer treated by primary surgery. The determination of the immune infiltrate in biopsies before treatment could be a valuable information for the prediction of response to pCRT.
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Affiliation(s)
- Maria-Gabriela Anitei
- Authors' Affiliations: Department of Surgery, University of Medicine and Pharmacy "Gr T Popa"; Departments of Pathology and Surgical Oncology, Regional Institute of Oncology; Department of Pathology St. Spiridon Hospital, Iasi, Romania; Department of General and Digestive Surgery of the Georges Pompidou European Hospital and Department of Pathology of the Georges Pompidou European Hospital, Laboratory of Immunology, Immunomonitoring platform of the Georges Pompidou European Hospital, AP-HP; Laboratory of Integrative Cancer Immunology, Institut national de la santé et de la recherche medicale (INSERM) U872, Cordeliers Research Center; Paris-Descartes University; Pierre et Marie Curie-Paris 6 University, Paris; and Department of Pathology, Avicenne Hospital, Bobigny, France
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Bindea G, Mlecnik B, Tosolini M, Kirilovsky A, Waldner M, Obenauf AC, Angell H, Fredriksen T, Lafontaine L, Berger A, Bruneval P, Fridman WH, Becker C, Pagès F, Speicher MR, Trajanoski Z, Galon J. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer. Immunity 2013; 39:782-95. [PMID: 24138885 DOI: 10.1016/j.immuni.2013.10.003] [Citation(s) in RCA: 2504] [Impact Index Per Article: 227.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Accepted: 07/25/2013] [Indexed: 02/08/2023]
Abstract
The complex interactions between tumors and their microenvironment remain to be elucidated. Combining large-scale approaches, we examined the spatio-temporal dynamics of 28 different immune cell types (immunome) infiltrating tumors. We found that the immune infiltrate composition changed at each tumor stage and that particular cells had a major impact on survival. Densities of T follicular helper (Tfh) cells and innate cells increased, whereas most T cell densities decreased along with tumor progression. The number of B cells, which are key players in the core immune network and are associated with prolonged survival, increased at a late stage and showed a dual effect on recurrence and tumor progression. The immune control relevance was demonstrated in three endoscopic orthotopic colon-cancer mouse models. Genomic instability of the chemokine CXCL13 was a mechanism associated with Tfh and B cell infiltration. CXCL13 and IL21 were pivotal factors for the Tfh/B cell axis correlating with survival. This integrative study reveals the immune landscape in human colorectal cancer and the major hallmarks of the microenvironment associated with tumor progression and recurrence.
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Affiliation(s)
- Gabriela Bindea
- INSERM U872, Laboratory of Integrative Cancer Immunology, Paris 75006, France; Université Paris Descartes, Paris 75006, France; Cordeliers Research Centre, Université Pierre et Marie Curie Paris 6, Paris 75006, France
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Tosolini M, Kirilovsky A, Mlecnik B, Fredriksen T, Mauger S, Bindea G, Berger A, Bruneval P, Fridman WH, Pagès F, Galon J. Clinical impact of different classes of infiltrating T cytotoxic and helper cells (Th1, th2, treg, th17) in patients with colorectal cancer. Cancer Res 2011; 71:1263-71. [PMID: 21303976 DOI: 10.1158/0008-5472.can-10-2907] [Citation(s) in RCA: 837] [Impact Index Per Article: 64.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The tumor microenvironment includes a complex network of immune T-cell subpopulations. In this study, we systematically analyzed the balance between cytotoxic T cells and different subsets of helper T cells in human colorectal cancers and we correlated their impact on disease-free survival. A panel of immune related genes were analyzed in 125 frozen colorectal tumor specimens. Infiltrating cytotoxic T cells, Treg, Th1, and Th17 cells were also quantified in the center and the invasive margin of the tumors. By hierarchical clustering of a correlation matrix we identified functional clusters of genes associated with Th17 (RORC, IL17A), Th2 (IL4, IL5, IL13), Th1 (Tbet, IRF1, IL12Rb2, STAT4), and cytotoxicity (GNLY, GZMB, PRF1). Patients with high expression of the Th17 cluster had a poor prognosis, whereas patients with high expression of the Th1 cluster had prolonged disease-free survival. In contrast, none of the Th2 clusters were predictive of prognosis. Combined analysis of cytotoxic/Th1 and Th17 clusters improved the ability to discriminate relapse. In situ analysis of the density of IL17+ cells and CD8+ cells in tumor tissues confirmed the results. Our findings argue that functional Th1 and Th17 clusters yield opposite effects on patient survival in colorectal cancer, and they provide complementary information that may improve prognosis.
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Affiliation(s)
- Marie Tosolini
- INSERM, Integrative Cancer Immunology Team, INSERM U872, Paris, France
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Abstract
471 Background: To date the anatomic extent of tumor (TNM classifications) has been by far the most important factors to predict the prognosis of cancer patients. However, the impact of immune responses and tumor escape on patient prognosis in human cancer is poorly understood. Methods: We analyzed large retrospective cohorts of colorectal cancer patients. Results: We showed that tumors from human colorectal cancer with a high density of infiltrating memory and effector memory T-cells (T-EM) are less likely to disseminate to lymphovascular and perineural structures and to regional lymph-nodes (New Engl J Med, 2005). We showed that the combination of immune parameters associating the nature, the density, the functional orientation and the location of immune cells within the tumor was essential to accurately define the impact of the local host immune reaction on patients prognosis (Science, 2006). We proposed to define these immune criteria as “immune contexture.” Analysis of patients with early-stage colorectal cancer confirmed the major role of cyotoxic effector T cells in predicting the prognosis of the patients (J Clin Oncol, 2009). Investigation of the primary tumor microenvironment allowed us to uncover the association of favorable outcomes with efficient coordination of the intratumoral immune response. We described four major immune coordination profiles within primary tumors depending on the balance between tumor escape and immune coordination. Recent advances analyzing mechanisms responsible for lymphocytic infiltration will be discussed. Conclusions: The density and the immune-cell location within the tumor have a prognostic value that is superior of those of the TNM classifications. Tumor invasion is statistically dependent on the host-immune reaction. No significant financial relationships to disclose.
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Mlecnik B, Tosolini M, Kirilovsky A, Berger A, Bindea G, Meatchi T, Bruneval P, Trajanoski Z, Fridman WH, Pagès F, Galon J. Histopathologic-based prognostic factors of colorectal cancers are associated with the state of the local immune reaction. J Clin Oncol 2011; 29:610-8. [PMID: 21245428 DOI: 10.1200/jco.2010.30.5425] [Citation(s) in RCA: 742] [Impact Index Per Article: 57.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
PURPOSE The prognosis of patients with colorectal cancer has sometimes proved uncertain; thus, the prognostic significance of immune criteria was compared with that of the tumor extension criteria using the American Joint Committee on Cancer/International Union Against Cancer-TNM (AJCC/UICC-TNM) staging system. PATIENTS AND METHODS We studied the intratumoral immune infiltrates in the center of the tumor and in the invasive margin of 599 specimens of stage I to IV colorectal cancers from two independent cohorts. We analyzed these findings in relation to the degree of tumor extension and to the frequency of recurrence. RESULTS Growth of the primary tumor and metastatic spread were associated with decreased intratumoral immune T-cell densities. Sixty percent of patients with high densities of CD8(+) cytotoxic T-lymphocyte infiltrate presented with stage Tis/T1 tumor, whereas no patients with low densities presented with such early-stage tumor. In patients who did not relapse, the density of CD8 infiltrates was inversely correlated with T stage. In contrast, in patients whose tumor recurred, the number of CD8 cells was low regardless of the T stage of the tumor. Univariate analysis showed that the immune score was significantly associated with differences in disease-free, disease-specific, and overall survival (hazard ratio [HR], 0.64, 0.60, and 0.70, respectively; P < .005). Time-dependent receiver operating characteristic curve analysis illustrated the predictive accuracy of the immune parameters (c-index = 65.3%, time-dependent c-index [Cτ] = 66.5%). A final stepwise model for Cox multivariate analysis supports the advantage of the immune score (HR, 0.64; P < .001; Cτ = 67.9%) compared with histopathologic features in predicting recurrence as well as survival. CONCLUSION Assessment of CD8(+) cytotoxic T lymphocytes in combined tumor regions provides an indicator of tumor recurrence beyond that predicted by AJCC/UICC-TNM staging.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM U872, Integrative Cancer Immunology Team, 15 rue de l'Ecole de Médecine, Centre de Recherche des Cordeliers, 75006 Paris, France
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Mlecnik B, Tosolini M, Charoentong P, Kirilovsky A, Bindea G, Berger A, Camus M, Gillard M, Bruneval P, Fridman WH, Pagès F, Trajanoski Z, Galon J. Biomolecular network reconstruction identifies T-cell homing factors associated with survival in colorectal cancer. Gastroenterology 2010; 138:1429-40. [PMID: 19909745 DOI: 10.1053/j.gastro.2009.10.057] [Citation(s) in RCA: 236] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2009] [Revised: 10/12/2009] [Accepted: 10/29/2009] [Indexed: 12/26/2022]
Abstract
BACKGROUND & AIMS Colorectal cancer is a complex disease involving immune defense mechanisms within the tumor. Herein, we used data integration and biomolecular network reconstruction to generate hypotheses about the mechanisms underlying immune responses in colorectal cancer that are relevant to tumor recurrence. METHODS Mechanistic hypotheses were formulated on the basis of data from 108 patients and tested using different assays (gene expression, phenome mapping, tissue-microarrays, T-cell receptor [TCR] repertoire). RESULTS This integrative approach revealed that chemoattraction and adhesion play important roles in determining the density of intratumoral immune cells. The presence of specific chemokines (CX3CL1, CXCL10, CXCL9) and adhesion molecules (ICAM1, VCAM1, MADCAM1) correlated with different subsets of immune cells and with high densities of T-cell subpopulations within specific tumor regions. High expression of these molecules correlated with prolonged disease-free survival. Moreover, the expression of certain chemokines associated with particular TCR repertoire and specific TCR use predicted patient survival. CONCLUSIONS Data integration and biomolecular network reconstruction is a powerful approach to uncover molecular mechanisms. This study shows the utility of this approach for the investigation of malignant tumors and other diseases. In colorectal cancer, the expression of specific chemokines and adhesion molecules were found as being critical for high densities of T-cell subsets within the tumor and associated with particular TCR repertoire. Intratumoral-specific TCR use correlated with the prognosis of the patients.
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Affiliation(s)
- Bernhard Mlecnik
- INSERM, Integrative Cancer Immunology Team, INSERM U872, Paris, France
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Pagès F, Kirilovsky A, Mlecnik B, Asslaber M, Tosolini M, Bindea G, Lagorce C, Wind P, Marliot F, Bruneval P, Zatloukal K, Trajanoski Z, Berger A, Fridman WH, Galon J. In situ cytotoxic and memory T cells predict outcome in patients with early-stage colorectal cancer. J Clin Oncol 2009; 27:5944-51. [PMID: 19858404 DOI: 10.1200/jco.2008.19.6147] [Citation(s) in RCA: 701] [Impact Index Per Article: 46.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Many patients who present with early-stage colorectal cancer (International Union Against Cancer TNM stages I and II) are nevertheless at high risk of relapse. We hypothesized that intratumoral immune reaction could influence their prognosis. PATIENTS AND METHODS The intratumoral immune reaction was investigated in 29 tumors by large-scale real-time polymerase chain reaction. Cytotoxic (CD8) and memory (CD45RO) T cells were quantified by immunohistochemical analyses of tissue microarrays from the center (CT) and the invasive margin (IM) of the 602 tumors from two independent cohorts. The results were correlated with tumor recurrence and patient survival. RESULTS Patients with a strong infiltration of CD45RO(+) cells in the tumor exhibited an increased expression of T-helper 1 and cytotoxicity-related genes. Densities of CD45RO(+) and CD8(+) cells in tumor regions (CT/IM) classified the patients into four distinct prognostic groups based on the presence of high density of each marker in each tumor region. The four groups were associated with dramatic differences in disease-free, disease-specific, and overall survival (all P < .0001). Five years after diagnosis, only 4.8% (95% CI, 0.6% to 8.8%) of patients with high densities of CD8(+) plus CD45RO(+) cells had tumor recurrence, and 86.2% (CI, 79.4% to 93.6%) survived. In contrast, the tumor recurred in 75% (95% CI, 17% to 92.5%) of patients with low densities of these cells, and only 27.5% (95% CI, 10.5% to 72%) survived (all P < .0001). Multivariate analyses showed that the immune criteria had independent effects on the rates of complete remission and survival. CONCLUSION The combined analysis of CD8(+) plus CD45RO(+) cells in specific tumor regions could provide a useful criterion for the prediction of tumor recurrence and survival in patients with early-stage colorectal cancer.
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Camus M, Tosolini M, Mlecnik B, Pagès F, Kirilovsky A, Berger A, Costes A, Bindea G, Charoentong P, Bruneval P, Trajanoski Z, Fridman WH, Galon J. Coordination of intratumoral immune reaction and human colorectal cancer recurrence. Cancer Res 2009; 69:2685-93. [PMID: 19258510 DOI: 10.1158/0008-5472.can-08-2654] [Citation(s) in RCA: 203] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
A role for the immune system in controlling the progression of solid tumors has been established in several mouse models. However, the effect of immune responses and tumor escape on patient prognosis in the context of human cancer is poorly understood. Here, we investigate the cellular and molecular parameters that could describe in situ immune responses in human colorectal cancer according to clinical parameters of metastatic lymph node or distant organ invasion (META- or META+ patients). Primary tumor samples of colorectal carcinoma were analyzed by integrating large-scale phenotypic (flow cytometry, 39 patients) and gene expression (real time reverse transcription-PCR, 103 patients) data sets related to immune and protumoral processes. In META- colorectal cancer primary tumors with high densities of T cells, we observed significant positive correlations between markers of innate immune cells [tumor-associated macrophages, dendritic cells, natural killer (NK) cells, and NKT cells] and markers of early-activated T cells. Significant correlations were also observed between markers of cytotoxic and effector memory T-cell subpopulations. These correlation profiles were absent in tumors with low T-cell infiltrates and were altered in META+ tumors with high T-cell infiltrates. We show that the coexpression of genes mediating cytotoxicity (GNLY) and Th1 adaptive immune responses (IRF1) accurately predicted patient survival independently of the metastatic status. High intratumoral mRNA expression of the proangiogenic mediator vascular endothelial growth factor was associated with significantly reduced survival rates in patients expressing high mRNA levels of GNLY. Investigation of the colorectal cancer primary tumor microenvironment allowed us to uncover the association of favorable outcomes with efficient coordination of the intratumoral immune response.
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Affiliation(s)
- Matthieu Camus
- Integrative Cancer Immunology INSERM AVENIR Team 15, INSERM U872, Paris, France
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Bindea G, Mlecnik B, Hackl H, Charoentong P, Tosolini M, Kirilovsky A, Fridman WH, Pagès F, Trajanoski Z, Galon J. ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks. ACTA ACUST UNITED AC 2009; 25:1091-3. [PMID: 19237447 PMCID: PMC2666812 DOI: 10.1093/bioinformatics/btp101] [Citation(s) in RCA: 4253] [Impact Index Per Article: 283.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
We have developed ClueGO, an easy to use Cytoscape plug-in that strongly improves biological interpretation of large lists of genes. ClueGO integrates Gene Ontology (GO) terms as well as KEGG/BioCarta pathways and creates a functionally organized GO/pathway term network. It can analyze one or compare two lists of genes and comprehensively visualizes functionally grouped terms. A one-click update option allows ClueGO to automatically download the most recent GO/KEGG release at any time. ClueGO provides an intuitive representation of the analysis results and can be optionally used in conjunction with the GOlorize plug-in.
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Affiliation(s)
- Gabriela Bindea
- INSERM, AVENIR Team, Integrative Cancer Immunology, U872, Paris, France
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Pagès F, Berger A, Zinzindohoué F, Kirilovsky A, Galon J, Fridman WH. [Not Available]. J Chir (Paris) 2008; 145:12S6-12S12. [PMID: 22794075 DOI: 10.1016/s0021-7697(08)45002-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
F. Pagès, A. Berger, F. Zinzindohoué, A. Kirilovsky, J. Galon, W.-H. Fridman Lymph node dissection is an integral part of the surgical resection of colon cancers; it completes the wide regional resection of tumor and it allows prognostic evaluation through accurate staging. Studies have demonstrated an immune reaction to the tumoral site which attests to an ongoing dialog between the tumor and systemic defenses. The regional lymph nodes constitute an important first line of immune defense where initial host response is initiated or, inversely, they may participate in a local state of immunosuppression. This article reviews current knowledge on intra-tumoral and nodal immune status in colorectal cancers and attempts to evaluate the potential immunologic implications of lymph node dissection.
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Affiliation(s)
- F Pagès
- Laboratoire d'immunologie, hôpital européen Georges-Pompidou, AP-HP- Paris.; Centre de recherche des Cordeliers, UMRS 872 - Paris
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Pagès F, Berger A, Zinzindohoué F, Kirilovsky A, Galon J, Fridman WH. [Potential immunologic consequences of lymph node dissection in colorectal cancer]. J Chir (Paris) 2008; 145 Spec no. 4:12S6-12S12. [PMID: 19194351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Lymph node dissection is an integral part of the surgical resection of colon cancers; it completes the wide regional resection of tumor and it allows prognostic evaluation through accurate staging. Studies have demonstrated an immune reaction to the tumoral site which attests to an ongoing dialog between the tumor and systemic defenses. The regional lymph nodes constitute an important first line of immune defense where initial host response is initiated or, inversely, they may participate in a local state of immunosuppression. This article reviews current knowledge on intra-tumoral and nodal immune status in colorectal cancers and attempts to evaluate the potential immunologic implications of lymph node dissection.
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Affiliation(s)
- F Pagès
- Laboratoire d'immunologie, hôpital européen Georges-Pompidou, AP-HP- Paris. franck.pages@.egp.aphp.fr
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Pagès F, Berger A, Zinzindohoué F, Kirilovsky A, Galon J, Fridman WH. [Not Available]. J Chir (Paris) 2008; 145S4:12S6-12S12. [PMID: 22793988 DOI: 10.1016/s0021-7697(08)74715-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
F. Pagès, A. Berger, F. Zinzindohoué, A. Kirilovsky, J. Galon, W.-H. Fridman Lymph node dissection is an integral part of the surgical resection of colon cancers; it completes the wide regional resection of tumor and it allows prognostic evaluation through accurate staging. Studies have demonstrated an immune reaction to the tumoral site which attests to an ongoing dialog between the tumor and systemic defenses. The regional lymph nodes constitute an important first line of immune defense where initial host response is initiated or, inversely, they may participate in a local state of immunosuppression. This article reviews current knowledge on intra-tumoral and nodal immune status in colorectal cancers and attempts to evaluate the potential immunologic implications of lymph node dissection.
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Affiliation(s)
- F Pagès
- Laboratoire d'immunologie, hôpital européen Georges-Pompidou, AP-HP- Paris.; Centre de recherche des Cordeliers, UMRS 872 - Paris
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Galon J, Costes A, Sanchez-Cabo F, Kirilovsky A, Mlecnik B, Lagorce-Pagès C, Tosolini M, Camus M, Berger A, Wind P, Zinzindohoué F, Bruneval P, Cugnenc PH, Trajanoski Z, Fridman WH, Pagès F. Type, density, and location of immune cells within human colorectal tumors predict clinical outcome. Science 2006; 313:1960-4. [PMID: 17008531 DOI: 10.1126/science.1129139] [Citation(s) in RCA: 4595] [Impact Index Per Article: 255.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The role of the adaptive immune response in controlling the growth and recurrence of human tumors has been controversial. We characterized the tumor-infiltrating immune cells in large cohorts of human colorectal cancers by gene expression profiling and in situ immunohistochemical staining. Collectively, the immunological data (the type, density, and location of immune cells within the tumor samples) were found to be a better predictor of patient survival than the histopathological methods currently used to stage colorectal cancer. The results were validated in two additional patient populations. These data support the hypothesis that the adaptive immune response influences the behavior of human tumors. In situ analysis of tumor-infiltrating immune cells may therefore be a valuable prognostic tool in the treatment of colorectal cancer and possibly other malignancies.
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Affiliation(s)
- Jérôme Galon
- INSERM U 255, Paris, 75006 France; Université Paris-Descartes Paris 5, Faculté de Médecine, Paris, 75006 France.
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Galon J, Costes A, Sanchez-Cabo F, Kirilovsky A, Mlecnik B, Lagorce-Pagès C, Tosolini M, Camus M, Berger A, Wind P, Zinzindohoué F, Bruneval P, Cugnenc PH, Trajanoski Z, Fridman WH, Pagès F. Type, density, and location of immune cells within human colorectal tumors predict clinical outcome. Science 2006. [PMID: 17008531 DOI: 10.1126/science.112913] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The role of the adaptive immune response in controlling the growth and recurrence of human tumors has been controversial. We characterized the tumor-infiltrating immune cells in large cohorts of human colorectal cancers by gene expression profiling and in situ immunohistochemical staining. Collectively, the immunological data (the type, density, and location of immune cells within the tumor samples) were found to be a better predictor of patient survival than the histopathological methods currently used to stage colorectal cancer. The results were validated in two additional patient populations. These data support the hypothesis that the adaptive immune response influences the behavior of human tumors. In situ analysis of tumor-infiltrating immune cells may therefore be a valuable prognostic tool in the treatment of colorectal cancer and possibly other malignancies.
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Affiliation(s)
- Jérôme Galon
- INSERM U 255, Paris, 75006 France; Université Paris-Descartes Paris 5, Faculté de Médecine, Paris, 75006 France.
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41
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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. Effector memory T cells, early metastasis, and survival in colorectal cancer. N Engl J Med 2005; 353:2654-66. [PMID: 16371631 DOI: 10.1056/nejmoa051424] [Citation(s) in RCA: 1556] [Impact Index Per Article: 81.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The role of tumor-infiltrating immune cells in the early metastatic invasion of colorectal cancer is unknown. METHODS We studied pathological signs of early metastatic invasion (venous emboli and lymphatic and perineural invasion) in 959 specimens of resected colorectal cancer. The local immune response within the tumor was studied by flow cytometry (39 tumors), low-density-array real-time polymerase-chain-reaction assay (75 tumors), and tissue microarrays (415 tumors). RESULTS Univariate analysis showed significant differences in disease-free and overall survival according to the presence or absence of histologic signs of early metastatic invasion (P<0.001). Multivariate Cox analysis showed that an early conventional pathological tumor-node-metastasis stage (P<0.001) and the absence of early metastatic invasion (P=0.04) were independently associated with increased survival. As compared with tumors with signs of early metastatic invasion, tumors without such signs had increased infiltrates of immune cells and increased levels of messenger RNA (mRNA) for products of type 1 helper effector T cells (CD8, T-BET [T-box transcription factor 21], interferon regulatory factor 1, interferon-gamma, granulysin, and granzyme B) but not increased levels of inflammatory mediators or immunosuppressive molecules. The two types of tumors had significant differences in the levels of expression of 65 combinations of T-cell markers, and hierarchical clustering showed that markers of T-cell migration, activation, and differentiation were increased in tumors without signs of early metastatic invasion. The latter type of tumors also had increased numbers of CD8+ T cells, ranging from early memory (CD45RO+CCR7-CD28+CD27+) to effector memory (CD45RO+CCR7-CD28-CD27-) T cells. The presence of high levels of infiltrating memory CD45RO+ cells, evaluated immunohistochemically, correlated with the absence of signs of early metastatic invasion, a less advanced pathological stage, and increased survival. CONCLUSIONS Signs of an immune response within colorectal cancers are associated with the absence of pathological evidence of early metastatic invasion and with prolonged survival.
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Affiliation(s)
- Franck Pagès
- INSERM Unité 255, René Descartes Faculté de Médecine, Assistance Publique-Hôpitaux de Paris, Cordeliers Biomedical Research Center, University Paris 6, Paris, France
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