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González-Montero J, Rojas CI, Burotto M. Predictors of response to immunotherapy in colorectal cancer. Oncologist 2024; 29:824-832. [PMID: 38920285 PMCID: PMC11449076 DOI: 10.1093/oncolo/oyae152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 05/24/2024] [Indexed: 06/27/2024] Open
Abstract
Colorectal cancer (CRC) is a major cause of cancer-related deaths globally. While treatment advancements have improved survival rates, primarily through targeted therapies based on KRAS, NRAS, and BRAF mutations, personalized treatment strategies for CRC remain limited. Immunotherapy, mainly immune checkpoint blockade, has shown efficacy in various cancers but is effective in only a small subset of patients with CRC with deficient mismatch repair (dMMR) proteins or high microsatellite instability (MSI). Recent research has challenged the notion that CRC is immunologically inert, revealing subsets with high immunogenicity and diverse lymphocytic infiltration. Identifying precise biomarkers beyond dMMR and MSI is crucial to expanding immunotherapy benefits. Hence, exploration has extended to various biomarker sources, such as the tumor microenvironment, genomic markers, and gut microbiota. Recent studies have introduced a novel classification system, consensus molecular subtypes, that aids in identifying patients with CRC with an immunogenic profile. These findings underscore the necessity of moving beyond single biomarkers and toward a comprehensive understanding of the immunological landscape in CRC, facilitating the development of more effective, personalized therapies.
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Affiliation(s)
- Jaime González-Montero
- Bradford Hill Clinical Research Center, Santiago 8420383, Chile
- Basic and Clinical Oncology Department, University of Chile, Santiago 838045, Chile
| | - Carlos I Rojas
- Bradford Hill Clinical Research Center, Santiago 8420383, Chile
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Fakih M, Sandhu J, Li X, Wang C. Liver metastases and peritoneal metastases and response to checkpoint inhibitors in metastatic colorectal cancer with microsatellite instability. Oncologist 2024:oyae249. [PMID: 39321179 DOI: 10.1093/oncolo/oyae249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 08/13/2024] [Indexed: 09/27/2024] Open
Abstract
BACKGROUND There have been conflicting reports on the predictive impact of metastatic disease sites on the response to checkpoint inhibitors (CPI) in microsatellite instability (MSI) metastatic colorectal cancers (mCRC). Recent studies have highlighted peritoneal metastases, ascites, and liver metastases as possible indicators of resistance to CPI. METHODS We performed a detailed analysis of high microsatellite instability (MSI-H) mCRC treated with programmed cell death (PD-1) or PD-1/cytotoxic T-lymphocyte-associated protein 4 CPI in a single center. Overall response rate (ORR), progression-free survival (PFS), overall survival (OS), and stable disease but with complete pathological response upon resection (SDcPR) were analyzed by the presence of liver metastases, peritoneal metastases, or absence of either. The impact of number and size of liver metastases on clinical outcomes were also interrogated. RESULTS Thirty-five patients with MSI mCRC were included in the analysis. Patients with peritoneal metastatic disease had lower ORR and shorter PFS compared to patients without liver and peritoneal metastases. Contrary to recent reports, ORR and ORR + SDcPR rates were high in patients with liver metastases, at 58% and 66%, respectively. In the liver metastases category, a better response rate was noted for patients with<5 lesions compared to patients with more than 5 lesions. Patients who responded had a higher median tumor mutation burden than patients with progressive disease. CONCLUSIONS In MSI mCRC, no single clinical characteristic was sufficient to preclude CPI response. Peritoneal metastatic disease was associated with numerically lower ORR and shorter PFS. In contrast, liver metastases do not predict poor outcome.
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Affiliation(s)
- Marwan Fakih
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Jaideep Sandhu
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Xiaochen Li
- Division of Biostatistics, Department of Computational and Quantitative Medicine, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Chongkai Wang
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
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RONCATO ROSSANA, POLESEL JERRY, TOSI FEDERICA, PERUZZI ELENA, BRUGUGNOLI ERIKA, PANTANO CLAUDIALAURIA, FURFARO MARIA, GIROLAMO FILIPPODI, NANI ALESSANDRO, PANI ARIANNA, MILAN NOEMI, MATTIA ELENADE, SARTORE-BIANCHI ANDREA, CECCHIN ERIKA. The challenge of molecular selection in liver-limited metastatic colorectal cancer for surgical resection: a systematic review and meta-analysis in the context of current and future approaches. Oncol Res 2024; 32:1407-1422. [PMID: 39220128 PMCID: PMC11361904 DOI: 10.32604/or.2024.049181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 02/29/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives Treatment of metastatic colorectal cancer (mCRC) includes resection of liver metastases (LM), however, no validated biomarker identifies patients most likely to benefit from this procedure. This meta-analysis aimed to assess the impact of the most relevant molecular alterations in cancer-related genes of CRC (i.e., RAS, BRAF, SMAD4, PIK3CA) as prognostic markers of survival and disease recurrence in patients with mCRC surgically treated by LM resection. Methods A systematic literature review was performed to identify studies reporting data regarding survival and/or recurrence in patients that underwent complete liver resection for CRC LM, stratified according to RAS, BRAF, PIK3CA, and SMAD4 mutational status. Hazard ratios (HRs) from multivariate analyses were pooled in the meta-analysis and various adjustment strategies for confounding factors were combined. The search was conducted in numerous databases, including MEDLINE (PubMed), Embase, Cumulative Index to Nursing and Allied Health Literature (CINAHL) (EBSCO host), and WHO Global Index Medicus, through March 18th, 2022. Meta-analyses, editorials, letters to the editor, case reports, studies on other primary cancers, studies with primary metastatic sites other than the liver, studies lacking specific oncological outcome variables or genetic data, non-English language studies, and studies omitting residual disease data from liver metastasectomy were excluded. The remaining 47 studies were summarized in a descriptive table which outlines the key characteristics of each study and final results were graphically presented. Results RAS mutation status was negatively associated with overall survival (OS) (HR, 1.68; 95% CI, 1.54-1.84) and recurrence free survival (RFS) (HR, 1.46; 95% CI, 1.33-1.61). A negative association was also found for BRAF regarding OS (HR, 2.64; 95% CI, 2.15-3.24) and RFS (HR, 1.89; 95% CI, 1.32-2.73) and SMAD4 regarding OS (HR, 1.93; 95% CI, 1.56-2.38) and RFS (HR, 1.95; 95% CI, 1.31-2.91). For PIK3CA only three studies were eligible and no significant association with either OS or RFS could be highlighted. Conclusion RAS, BRAF, and SMAD4 are negatively associated with OS and RFS in patients undergoing curative liver metastasectomy from colorectal cancer. No conclusion can be drawn for PIK3CA due to the limited literature availability. These data support the integration of RAS, BRAF, and SMAD4 mutational status in the surgical decision-making for colorectal liver metastasis. Nevertheless, we have to consider several limitations, the major ones being the pooling of results from studies that evaluated patient outcomes as either disease-free survival (DFS) or RFS; the inclusion of patients with minimal residual disease and unconsidered potential confounding factors, such as variability in resectability definitions, chemotherapy use, and a potential interaction between biological markers and pre- and post-resection pharmacological treatments.
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Affiliation(s)
- ROSSANA RONCATO
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
- Department of Medicine (DMED), University of Udine, Udine, 33100, Italy
| | - JERRY POLESEL
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - FEDERICA TOSI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, 20122, Italy
| | - ELENA PERUZZI
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ERIKA BRUGUGNOLI
- Oncology Pharmacy Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori Dino Amadori, Meldola, 47014, Italy
| | | | - MARIA FURFARO
- Department of Pharmacy, Ca’ Foncello Treviso Regional Hospital, Piazzale Ospedale 1, Treviso, 31100, Italy
| | - FILIPPO DI GIROLAMO
- Department of Medical Surgical and Health Sciences, University of Trieste, Trieste, 34127, Italy
- Hospital Pharmacy, Cattinara Hospital, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, 34148, Italy
| | - ALESSANDRO NANI
- Department of Oncology and Onco-Hematology, Postgraduate School of Clinical Pharmacology and Toxicology, University of Milan, Milan, 20122, Italy
| | - ARIANNA PANI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
| | - NOEMI MILAN
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ELENA DE MATTIA
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ANDREA SARTORE-BIANCHI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, 20122, Italy
| | - ERIKA CECCHIN
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
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Fiz F, Ragaini EM, Sirchia S, Masala C, Viganò S, Francone M, Cavinato L, Lanzarone E, Ammirabile A, Viganò L. Radiomic Gradient in Peritumoural Tissue of Liver Metastases: A Biomarker for Clinical Practice? Analysing Density, Entropy, and Uniformity Variations with Distance from the Tumour. Diagnostics (Basel) 2024; 14:1552. [PMID: 39061691 PMCID: PMC11276558 DOI: 10.3390/diagnostics14141552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
The radiomic analysis of the tissue surrounding colorectal liver metastases (CRLM) enhances the prediction accuracy of pathology data and survival. We explored the variation of the textural features in the peritumoural tissue as the distance from CRLM increases. We considered patients with hypodense CRLMs >10 mm and high-quality computed tomography (CT). In the portal phase, we segmented (1) the tumour, (2) a series of concentric rims at a progressively increasing distance from CRLM (from one to ten millimetres), and (3) a cylinder of normal parenchyma (Liver-VOI). Sixty-three CRLMs in 51 patients were analysed. Median peritumoural HU values were similar to Liver-VOI, except for the first millimetre around the CRLM. Entropy progressively decreased (from 3.11 of CRLM to 2.54 of Liver-VOI), while uniformity increased (from 0.135 to 0.199, p < 0.001). At 10 mm from CRLM, entropy was similar to the Liver-VOI in 62% of cases and uniformity in 46%. In small CRLMs (≤30 mm) and responders to chemotherapy, normalisation of entropy and uniformity values occurred in a higher proportion of cases and at a shorter distance. The radiomic analysis of the parenchyma surrounding CRLMs unveiled a wide halo of progressively decreasing entropy and increasing uniformity despite a normal radiological aspect. Underlying pathology data should be investigated.
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Affiliation(s)
- Francesco Fiz
- Nuclear Medicine Unit, Department of Diagnostic Imaging, Ente Ospedaliero “Ospedali Galliera”, 16128 Genoa, Italy
- Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital, 72076 Tübingen, Germany
| | - Elisa Maria Ragaini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
| | - Sara Sirchia
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Chiara Masala
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Samuele Viganò
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (S.V.); (L.C.)
| | - Marco Francone
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, 20089 Milan, Italy
| | - Lara Cavinato
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (S.V.); (L.C.)
| | - Ettore Lanzarone
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Angela Ammirabile
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, 20089 Milan, Italy
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, 24125 Bergamo, Italy
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Henault D, Stephen D, St-Hilaire PA, Messaoudi N, Vandenbroucke-Menu F, Simoneau E, Rong Z, Plasse M, Létourneau R, Roy A, Dagenais M, Lapointe R, Nguyen B, Mes-Masson AM, Soucy G, Turcotte S. Homogeneity in immune features between colorectal liver metastases better identifies patients with good prognosis compared to pathological response to preoperative chemotherapy. Oncoimmunology 2023; 12:2253642. [PMID: 37720689 PMCID: PMC10503458 DOI: 10.1080/2162402x.2023.2253642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 08/07/2023] [Accepted: 08/26/2023] [Indexed: 09/19/2023] Open
Abstract
In colorectal cancer liver metastases (CRLM), the density of tumor-infiltrating lymphocytes, the expression of class I major histocompatibility complex (MHC-I), and the pathological response to preoperative chemotherapy have been associated with oncological outcomes after complete resection. However, the prognostic significance of the heterogeneity of these features in patients with multiple CRLMs remains under investigation. We used a tissue microarray of 220 mismatch repair-gene proficient CRLMs resected in 97 patients followed prospectively to quantify CD3+ T cells and MHC-I by immunohistochemistry. Histopathological response to preoperative chemotherapy was assessed using standard scoring systems. We tested associations between clinical, immunological, and pathological features with oncologic outcomes. Overall, 29 patients (30.2%) had CRLMs homogeneous for CD3+ T cell infiltration and MHC-I. Patients with immune homogeneous compared to heterogeneous CRLMs had longer median time to recurrence (TTR) (30 vs. 12 months, p = .0018) and disease-specific survival (DSS) (not reached vs. 48 months, p = .0009). At 6 years, 80% of the patients with immune homogeneous CRLMs were still alive. Homogeneity of response to preoperative chemotherapy was seen in 60 (61.9%) and 69 (80.2%) patients according to different grading systems and was not associated with TTR or DSS. CD3 and MHC-I heterogeneity was independent of response to pre-operative chemotherapy and of other clinicopathological variables for their association with oncological outcomes. In patients with multiple CRLMs resected with curative intent, similar adaptive immune features seen across metastases could be more informative than pathological response to pre-operative chemotherapy in predicting oncological outcomes.
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Affiliation(s)
- David Henault
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
- Cancer Axis, Centre de recherche du Centre Hospitalier de l’Université de Montréal/Institut du cancer de Montréal, Montréal, Québec, Canada
| | - David Stephen
- Department of Pathology, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Pierre-Antoine St-Hilaire
- Cancer Axis, Centre de recherche du Centre Hospitalier de l’Université de Montréal/Institut du cancer de Montréal, Montréal, Québec, Canada
| | - Nouredin Messaoudi
- Cancer Axis, Centre de recherche du Centre Hospitalier de l’Université de Montréal/Institut du cancer de Montréal, Montréal, Québec, Canada
- Department of Surgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel) and Europe Hospitals, Brussels, Belgium
| | - Franck Vandenbroucke-Menu
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Eve Simoneau
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Zhixia Rong
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Marylène Plasse
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Richard Létourneau
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - André Roy
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Michel Dagenais
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Réal Lapointe
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Bich Nguyen
- Department of Pathology, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Anne-Marie Mes-Masson
- Cancer Axis, Centre de recherche du Centre Hospitalier de l’Université de Montréal/Institut du cancer de Montréal, Montréal, Québec, Canada
- Department of Medicine, Université de Montréal, Montreal, QC, Canada
| | - G. Soucy
- Department of Pathology, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
| | - Simon Turcotte
- Hepato-Pancreato-Biliary Surgery Service, Centre hospitalier de l’Université de Montréal, Montréal, Québec, Canada
- Cancer Axis, Centre de recherche du Centre Hospitalier de l’Université de Montréal/Institut du cancer de Montréal, Montréal, Québec, Canada
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Katipally RR, Martinez CA, Pugh SA, Bridgewater JA, Primrose JN, Domingo E, Maughan TS, Talamonti MS, Posner MC, Weichselbaum RR, Pitroda SP. Integrated Clinical-Molecular Classification of Colorectal Liver Metastases: A Biomarker Analysis of the Phase 3 New EPOC Randomized Clinical Trial. JAMA Oncol 2023; 9:1245-1254. [PMID: 37471075 PMCID: PMC10360005 DOI: 10.1001/jamaoncol.2023.2535] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 05/09/2023] [Indexed: 07/21/2023]
Abstract
Importance Personalized treatment approaches for patients with oligometastatic colorectal liver metastases are critically needed. We previously defined 3 biologically distinct molecular subtypes of colorectal liver metastases: (1) canonical, (2) immune, and (3) stromal. Objective To independently validate these molecular subtypes in the phase 3 New EPOC randomized clinical trial. Design, Setting, and Participants This retrospective secondary analysis of the phase 3 New EPOC randomized clinical trial included a bi-institutional discovery cohort and multi-institutional validation cohort. The discovery cohort comprised patients who underwent hepatic resection for limited colorectal liver metastases (98% received perioperative chemotherapy) from May 31, 1994, to August 14, 2012. The validation cohort comprised patients who underwent hepatic resection for liver metastases with perioperative chemotherapy (fluorouracil, oxaliplatin, and irinotecan based) with or without cetuximab from February 26, 2007, to November 1, 2012. Data were analyzed from January 18 to December 10, 2021. Interventions Resected metastases underwent RNA sequencing and microRNA (miRNA) profiling in the discovery cohort and messenger RNA and miRNA profiling with microarray in the validation cohort. Main Outcomes and Measures A 31-feature (24 messenger RNAs and 7 miRNAs) neural network classifier was trained to predict molecular subtypes in the discovery cohort and applied to the validation cohort. Integrated clinical-molecular risk groups were designated based on molecular subtypes and the clinical risk score. The unique biological phenotype of each molecular subtype was validated using gene set enrichment analyses and immune deconvolution. The primary clinical end points were progression-free survival (PFS) and overall survival (OS). Results A total of 240 patients were included (mean [range] age, 63.0 [56.3-68.0] years; 151 [63%] male), with 93 in the discovery cohort and 147 in the validation cohort. In the validation cohort, 73 (50%), 28 (19%), and 46 (31%) patients were classified as having canonical, immune, and stromal metastases, respectively. The biological phenotype of each subtype was concordant with the discovery cohort. The immune subtype (best prognosis) demonstrated 5-year PFS of 43% (95% CI, 25%-60%; hazard ratio [HR], 0.37; 95% CI, 0.20-0.68) and OS of 63% (95% CI, 40%-79%; HR, 0.38; 95% CI, 0.17-0.86), which was statistically significantly higher than the canonical subtype (worst prognosis) at 14% (95% CI, 7%-23%) and 43% (95% CI, 32%-55%), respectively. Adding molecular subtypes to the clinical risk score improved prediction (the Gönen and Heller K for discrimination) from 0.55 (95% CI, 0.49-0.61) to 0.62 (95% CI, 0.57-0.67) for PFS and 0.59 (95% CI, 0.52-0.66) to 0.63 (95% CI, 0.56-0.70) for OS. The low-risk integrated group demonstrated 5-year PFS of 44% (95% CI, 20%-66%; HR, 0.38; 95% CI, 0.19-0.76) and OS of 78% (95% CI, 44%-93%; HR, 0.26; 95% CI, 0.08-0.84), superior to the high-risk group at 16% (95% CI, 10%-24%) and 43% (95% CI, 32%-52%), respectively. Conclusions and Relevance In this prognostic study, biologically derived colorectal liver metastasis molecular subtypes and integrated clinical-molecular risk groups were highly prognostic. This novel molecular classification warrants further study as a possible predictive biomarker for personalized systemic treatment for colorectal liver metastases. Trial Registration isrctn.org Identifier: ISRCTN22944367.
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Affiliation(s)
- Rohan R. Katipally
- Department of Radiation and Cellular Oncology, The University of Chicago Medicine, Chicago, Illinois
| | - Carlos A. Martinez
- Department of Radiation and Cellular Oncology, The University of Chicago Medicine, Chicago, Illinois
| | - Siân A. Pugh
- Department of Oncology, Addenbrooke’s Hospital, Cambridge, England, United Kingdom
| | - John A. Bridgewater
- UCL Cancer Institute, University College London, London, England, United Kingdom
| | - John N. Primrose
- Department of Surgery, University of Southampton, Southampton, England, United Kingdom
| | - Enric Domingo
- Department of Oncology, University of Oxford, Oxford, England, United Kingdom
| | - Timothy S. Maughan
- MRC Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Oxford, England, United Kingdom
| | - Mark S. Talamonti
- Department of Surgery, NorthShore University HealthSystem, Evanston, Illinois
| | - Mitchell C. Posner
- Department of Surgery, The University of Chicago Medicine, Chicago, Illinois
| | - Ralph R. Weichselbaum
- Department of Radiation and Cellular Oncology, The University of Chicago Medicine, Chicago, Illinois
| | - Sean P. Pitroda
- Department of Radiation and Cellular Oncology, The University of Chicago Medicine, Chicago, Illinois
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Saber R, Henault D, Messaoudi N, Rebolledo R, Montagnon E, Soucy G, Stagg J, Tang A, Turcotte S, Kadoury S. Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases. J Transl Med 2023; 21:507. [PMID: 37501197 PMCID: PMC10375693 DOI: 10.1186/s12967-023-04175-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/30/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND Finding a noninvasive radiomic surrogate of tumor immune features could help identify patients more likely to respond to novel immune checkpoint inhibitors. Particularly, CD73 is an ectonucleotidase that catalyzes the breakdown of extracellular AMP into immunosuppressive adenosine, which can be blocked by therapeutic antibodies. High CD73 expression in colorectal cancer liver metastasis (CRLM) resected with curative intent is associated with early recurrence and shorter patient survival. The aim of this study was hence to evaluate whether machine learning analysis of preoperative liver CT-scan could estimate high vs low CD73 expression in CRLM and whether such radiomic score would have a prognostic significance. METHODS We trained an Attentive Interpretable Tabular Learning (TabNet) model to predict, from preoperative CT images, stratified expression levels of CD73 (CD73High vs. CD73Low) assessed by immunofluorescence (IF) on tissue microarrays. Radiomic features were extracted from 160 segmented CRLM of 122 patients with matched IF data, preprocessed and used to train the predictive model. We applied a five-fold cross-validation and validated the performance on a hold-out test set. RESULTS TabNet provided areas under the receiver operating characteristic curve of 0.95 (95% CI 0.87 to 1.0) and 0.79 (0.65 to 0.92) on the training and hold-out test sets respectively, and outperformed other machine learning models. The TabNet-derived score, termed rad-CD73, was positively correlated with CD73 histological expression in matched CRLM (Spearman's ρ = 0.6004; P < 0.0001). The median time to recurrence (TTR) and disease-specific survival (DSS) after CRLM resection in rad-CD73High vs rad-CD73Low patients was 13.0 vs 23.6 months (P = 0.0098) and 53.4 vs 126.0 months (P = 0.0222), respectively. The prognostic value of rad-CD73 was independent of the standard clinical risk score, for both TTR (HR = 2.11, 95% CI 1.30 to 3.45, P < 0.005) and DSS (HR = 1.88, 95% CI 1.11 to 3.18, P = 0.020). CONCLUSIONS Our findings reveal promising results for non-invasive CT-scan-based prediction of CD73 expression in CRLM and warrant further validation as to whether rad-CD73 could assist oncologists as a biomarker of prognosis and response to immunotherapies targeting the adenosine pathway.
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Affiliation(s)
- Ralph Saber
- MedICAL Laboratory, Polytechnique Montréal, Montréal, H3T 1J4, Canada
- Imaging and Engineering Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis R10.430, Montréal, QC, H2X 0A9, Canada
| | - David Henault
- Cancer Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis, Room R10.430, Montréal, QC, H2X 0A9, Canada
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Service, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, QC, H2X 0C1, Canada
| | - Nouredin Messaoudi
- Cancer Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis, Room R10.430, Montréal, QC, H2X 0A9, Canada
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Service, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, QC, H2X 0C1, Canada
- Department of Surgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel) and Europe Hospitals, Brussels, Belgium
| | - Rolando Rebolledo
- Cancer Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis, Room R10.430, Montréal, QC, H2X 0A9, Canada
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Service, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, QC, H2X 0C1, Canada
| | - Emmanuel Montagnon
- Imaging and Engineering Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis R10.430, Montréal, QC, H2X 0A9, Canada
| | - Geneviève Soucy
- Pahology Department, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, QC, H2X 0C1, Canada
| | - John Stagg
- Cancer Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis, Room R10.430, Montréal, QC, H2X 0A9, Canada
| | - An Tang
- Imaging and Engineering Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis R10.430, Montréal, QC, H2X 0A9, Canada
- Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, H3T 1J4, Canada
| | - Simon Turcotte
- Cancer Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis, Room R10.430, Montréal, QC, H2X 0A9, Canada.
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Service, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, QC, H2X 0C1, Canada.
| | - Samuel Kadoury
- MedICAL Laboratory, Polytechnique Montréal, Montréal, H3T 1J4, Canada.
- Imaging and Engineering Axis, Centre de recherche du Centre Hospitalier de l'Université de Montréal/Institut du cancer de Montréal, 900 rue Saint-Denis R10.430, Montréal, QC, H2X 0A9, Canada.
- Department of Computer and Software Engineering, Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, H3T 1J4, Canada.
- Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, H3T 1J4, Canada.
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8
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Costa G, Cavinato L, Fiz F, Sollini M, Chiti A, Torzilli G, Ieva F, Viganò L. Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible. J Digit Imaging 2023; 36:1038-1048. [PMID: 36849835 PMCID: PMC10287605 DOI: 10.1007/s10278-023-00799-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 03/01/2023] Open
Abstract
Advanced imaging and analysis improve prediction of pathology data and outcomes in several tumors, with entropy-based measures being among the most promising biomarkers. However, entropy is often perceived as statistical data lacking clinical significance. We aimed to generate a voxel-by-voxel visual map of local tumor entropy, thus allowing to (1) make entropy explainable and accessible to clinicians; (2) disclose and quantitively characterize any intra-tumoral entropy heterogeneity; (3) evaluate associations between entropy and pathology data. We analyzed the portal phase of preoperative CT of 20 patients undergoing liver surgery for colorectal metastases. A three-dimensional core kernel (5 × 5 × 5 voxels) was created and used to compute the local entropy value for each voxel of the tumor. The map was encoded with a color palette. We performed two analyses: (a) qualitative assessment of tumors' detectability and pattern of entropy distribution; (b) quantitative analysis of the entropy values distribution. The latter data were compared with standard Hounsfield data as predictors of post-chemotherapy tumor regression grade (TRG). Entropy maps were successfully built for all tumors. Metastases were qualitatively hyper-entropic compared to surrounding parenchyma. In four cases hyper-entropic areas exceeded the tumor margin visible at CT. We identified four "entropic" patterns: homogeneous, inhomogeneous, peripheral rim, and mixed. At quantitative analysis, entropy-derived data (percentiles/mean/median/root mean square) predicted TRG (p < 0.05) better than Hounsfield-derived ones (p = n.s.). We present a standardized imaging technique to visualize tumor heterogeneity built on a voxel-by-voxel entropy assessment. The association of local entropy with pathology data supports its role as a biomarker.
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Affiliation(s)
- Guido Costa
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Lara Cavinato
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy
| | - Francesco Fiz
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Martina Sollini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Arturo Chiti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Francesca Ieva
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy.
- CHDS - Center for Health Data Science, Human Technopole, Milan, Italy.
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.
- Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, Via M. Gavazzeni 21, 24125, Bergamo, Italy.
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9
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Wood CS, Pennel KA, Leslie H, Legrini A, Cameron AJ, Melissourgou-Syka L, Quinn JA, van Wyk HC, Hay J, Roseweir AK, Nixon C, Roxburgh CS, McMillan DC, Biankin AV, Sansom OJ, Horgan PG, Edwards J, Steele CW, Jamieson NB. Spatially Resolved Transcriptomics Deconvolutes Prognostic Histological Subgroups in Patients with Colorectal Cancer and Synchronous Liver Metastases. Cancer Res 2023; 83:1329-1344. [PMID: 37057593 PMCID: PMC10102851 DOI: 10.1158/0008-5472.can-22-2794] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 11/11/2022] [Accepted: 02/07/2023] [Indexed: 04/15/2023]
Abstract
Strong immune responses in primary colorectal cancer correspond with better patient survival following surgery compared with tumors with predominantly stromal microenvironments. However, biomarkers to identify patients with colorectal cancer liver metastases (CRLM) with good prognosis following surgery for oligometastatic disease remain elusive. The aim of this study was to determine the practical application of a simple histological assessment of immune cell infiltration and stromal content in predicting outcome following synchronous resection of primary colorectal cancer and CRLM and to interrogate the underlying functional biology that drives disease progression. Samples from patients undergoing synchronous resection of primary colorectal cancer and CRLM were evaluated in detail through histological assessment, panel genomic and bulk transcriptomic assessment, IHC, and GeoMx spatial transcriptomics (ST) analysis. High immune infiltration of metastases was associated with improved cancer-specific survival. Bulk transcriptomic analysis was confounded by stromal content, but ST demonstrated that the invasive edge of the metastases of long-term survivors was characterized by adaptive immune cell populations enriched for type II IFN signaling and MHC-class II antigen presentation. In contrast, patients with poor prognosis demonstrated increased abundance of regulatory T cells and neutrophils with enrichment of Notch and TGFβ signaling pathways at the metastatic tumor center. In summary, histological assessment can stratify outcomes in patients undergoing synchronous resection of CRLM, suggesting that it has potential as a prognostic biomarker. Furthermore, ST analysis has revealed significant intratumoral and interlesional heterogeneity and identified the underlying transcriptomic programs driving each phenotype. SIGNIFICANCE Spatial transcriptomics uncovers heterogeneity between patients, between matched lesions in the same patient, and within individual lesions and identifies drivers of metastatic progression in colorectal cancer with reactive and suppressed immune microenvironments.
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Affiliation(s)
- Colin S. Wood
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | | | - Holly Leslie
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Assya Legrini
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Andrew J. Cameron
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Jean A. Quinn
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Hester C. van Wyk
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Jennifer Hay
- Glasgow Tissue Research Facility, Queen Elizabeth University Hospital, Glasgow, United Kingdom
| | | | - Colin Nixon
- CRUK Beatson Institute, Glasgow, United Kingdom
| | - Campbell S.D. Roxburgh
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Donald C. McMillan
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Andrew V. Biankin
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Owen J. Sansom
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
- CRUK Beatson Institute, Glasgow, United Kingdom
| | - Paul G. Horgan
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Joanne Edwards
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Colin W. Steele
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
- CRUK Beatson Institute, Glasgow, United Kingdom
| | - Nigel B. Jamieson
- University Department of Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
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10
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Karjula T, Elomaa H, Niskakangas A, Mustonen O, Puro I, Kuopio T, Ahtiainen M, Mecklin JP, Seppälä TT, Wirta EV, Sihvo E, Väyrynen JP, Yannopoulos F, Helminen O. CD3 + and CD8 + T-Cell-Based Immune Cell Score and PD-(L)1 Expression in Pulmonary Metastases of Microsatellite Stable Colorectal Cancer. Cancers (Basel) 2022; 15:cancers15010206. [PMID: 36612204 PMCID: PMC9818882 DOI: 10.3390/cancers15010206] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 01/01/2023] Open
Abstract
The objective of this study was to evaluate the prognostic value of CD3+ and CD8+ based immune cell score (ICS), programmed death -1 (PD-1) and programmed death ligand -1 (PD-L1) in pulmonary metastases of proficient mismatch repair colorectal cancer (CRC) patients. A total of 101 pulmonary metastases and 62 primary CRC tumours were stained for CD3+, CD8+, PD-1 and PD-L1 expression. The prognostic value of ICS, PD-1/PD-L1 expression in 67 first pulmonary metastases and 61 primary CRC tumour was analysed. Comparative analysis was also performed between primary tumours and pulmonary metastases, as well as between T-cell densities and PD-1/PD-L1 expression. The 5-year overall survival rates of low, intermediate, and high ICS in pulmonary metastases were 10.0%, 25.5% and 47.0% (p = 0.046), respectively. Patients with high vs. low ICS in pulmonary metastases had a significantly better 5-year survival (adjusted HR 0.25, 95% CI 0.09-0.75, p = 0.013). High tumour cell PD-L1 expression in the pulmonary metastases was associated with improved survival (p = 0.024). Primary tumour CD8+ expression was significantly correlated with all T-cell densities in pulmonary metastases. Conclusion: The ICS evaluated from the resected pulmonary metastases of CRC showed significant prognostic value. High PD-L1 expression in pulmonary metastases is associated with favourable prognosis.
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Affiliation(s)
- Topias Karjula
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Correspondence:
| | - Hanna Elomaa
- Department of Biological and Environmental Science, University of Jyväskylä, 40014 Jyväskylä, Finland
- Department of Education and Research, Central Finland Health Care District, 40620 Jyväskylä, Finland
| | - Anne Niskakangas
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
| | - Olli Mustonen
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
| | - Iiris Puro
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
| | - Teijo Kuopio
- Department of Biological and Environmental Science, University of Jyväskylä, 40014 Jyväskylä, Finland
- Department of Pathology, Central Finland Health Care District, 40620 Jyväskylä, Finland
| | - Maarit Ahtiainen
- Department of Pathology, Central Finland Health Care District, 40620 Jyväskylä, Finland
| | - Jukka-Pekka Mecklin
- Department of Education and Research, Central Finland Health Care District, 40620 Jyväskylä, Finland
- Faculty of Sport and Health Sciences, University of Jyväskylä, 40014 Jyväskylä, Finland
| | - Toni T. Seppälä
- Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere University Hospital, 33520 Tampere, Finland
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, 00290 Helsinki, Finland
- Applied Tumour Genomics, Research Program Unit, University of Helsinki, 00290 Helsinki, Finland
| | - Erkki-Ville Wirta
- Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere University Hospital, 33520 Tampere, Finland
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, 33520 Tampere, Finland
| | - Eero Sihvo
- Central Hospital of Central Finland, 40014 Jyväskylä, Finland
| | - Juha P. Väyrynen
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
| | - Fredrik Yannopoulos
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Department of Cardiothoracic Surgery, Oulu University Hospital, 90014 Oulu, Finland
| | - Olli Helminen
- Surgery Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
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11
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Zaharia C, Veen T, Lea D, Kanani A, Alexeeva M, Søreide K. Histopathological Growth Pattern in Colorectal Liver Metastasis and The Tumor Immune Microenvironment. Cancers (Basel) 2022; 15:cancers15010181. [PMID: 36612177 PMCID: PMC9818232 DOI: 10.3390/cancers15010181] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/23/2022] [Accepted: 12/24/2022] [Indexed: 12/29/2022] Open
Abstract
Almost half of all patients with colorectal cancer present with or eventually develop metastasis, most frequently in the liver. Understanding the histopathological growth patterns and tumor immune microenvironment of colorectal liver metastases may help determine treatment strategies and assess prognosis. A literature search was conducted to gather information on cancer biology, histopathological growth patterns, and the tumor immune microenvironment in colorectal liver metastases, including their mechanisms and their impact on clinical outcomes. A first consensus on histopathological growth patterns emerged in 2017, identifying five growth patterns. Later studies found benefits from a two-tier system, desmoplastic and non-desmoplastic, incorporated into the updated 2022 consensus. Furthermore, the tumor immune microenvironment shows additional characteristic features with relevance to cancer biology. This includes density of T-cells (CD8+), expression of claudin-2, presence of vessel co-option versus angiogenesis, as well as several other factors. The relation between histopathological growth patterns and the tumor immune microenvironment delineates distinct subtypes of cancer biology. The distinct subtypes are found to correlate with risk of metastasis or relapse, and hence to clinical outcome and long-term survival in each patient. In order to optimize personalized and precision therapy for patients with colorectal liver metastases, further investigation into the mechanisms of cancer biology and their translational aspects to novel treatment targets is warranted.
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Affiliation(s)
- Claudia Zaharia
- Department of Pathology, Stavanger University Hospital, N-4068 Stavanger, Norway
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Torhild Veen
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Dordi Lea
- Department of Pathology, Stavanger University Hospital, N-4068 Stavanger, Norway
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Arezo Kanani
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Marina Alexeeva
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Kjetil Søreide
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, N-7804 Bergen, Norway
- Correspondence:
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12
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Kanno H, Hisaka T, Fujiyoshi K, Akiba J, Hashimoto K, Fujita F, Akagi Y. Prognostic Significance of the Histopathological Growth Pattern and Tumor-Infiltrating Lymphocytes in Stratifying Survival After Hepatectomy for Colorectal Liver Metastases. Ann Surg Oncol 2022; 30:3139-3147. [PMID: 36520232 DOI: 10.1245/s10434-022-12905-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/16/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND A histopathological growth pattern (HGP) occurs at the interface between tumor cells and the surrounding liver parenchyma. Desmoplastic HGP (dHGP) is associated with a favorable prognosis and shows denser infiltration of lymphocytes than other HGPs. Tumor-infiltrating lymphocytes (TILs) exert antitumor immunity, nonetheless, their prognostic significance in patients with dHGP is unknown. This study aimed to identify the prognostic significance of HGP and TILs in colorectal liver metastasis (CRLM). METHODS The study analyzed 140 patients who underwent hepatectomy for CRLM. Depending on the type of HGP and TIL, the patients were categorized into four groups (dHGP/high TIL, dHGP/low TIL, non-dHGP/high TIL, and non-dHGP/low TIL) for a comparison of their recurrence-free survival (RFS) and overall survival (OS). Uni- and multivariate analyses were performed using a Cox proportional hazards model. RESULTS The RFS and OS curves differed significantly between the groups. The multivariate analysis showed that a combination of HGP and TIL could stratify the recurrence and survival outcomes. CONCLUSION This study indicated that a combination of HGP and TIL can stratify the risk of survival after hepatectomy in patients with CRLM.
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Affiliation(s)
- Hiroki Kanno
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan.
| | - Toru Hisaka
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Kenji Fujiyoshi
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Jun Akiba
- Department of Diagnostic Pathology, Kurume University Hospital, Kurume, Japan
| | - Kazuaki Hashimoto
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Fumihiko Fujita
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Yoshito Akagi
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
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13
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Latacz E, Höppener D, Bohlok A, Leduc S, Tabariès S, Fernández Moro C, Lugassy C, Nyström H, Bozóky B, Floris G, Geyer N, Brodt P, Llado L, Van Mileghem L, De Schepper M, Majeed AW, Lazaris A, Dirix P, Zhang Q, Petrillo SK, Vankerckhove S, Joye I, Meyer Y, Gregorieff A, Roig NR, Vidal-Vanaclocha F, Denis L, Oliveira RC, Metrakos P, Grünhagen DJ, Nagtegaal ID, Mollevi DG, Jarnagin WR, D’Angelica MI, Reynolds AR, Doukas M, Desmedt C, Dirix L, Donckier V, Siegel PM, Barnhill R, Gerling M, Verhoef C, Vermeulen PB. Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives and recent mechanistic insights. Br J Cancer 2022; 127:988-1013. [PMID: 35650276 PMCID: PMC9470557 DOI: 10.1038/s41416-022-01859-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 04/19/2022] [Accepted: 05/11/2022] [Indexed: 02/08/2023] Open
Abstract
The first consensus guidelines for scoring the histopathological growth patterns (HGPs) of liver metastases were established in 2017. Since then, numerous studies have applied these guidelines, have further substantiated the potential clinical value of the HGPs in patients with liver metastases from various tumour types and are starting to shed light on the biology of the distinct HGPs. In the present guidelines, we give an overview of these studies, discuss novel strategies for predicting the HGPs of liver metastases, such as deep-learning algorithms for whole-slide histopathology images and medical imaging, and highlight liver metastasis animal models that exhibit features of the different HGPs. Based on a pooled analysis of large cohorts of patients with liver-metastatic colorectal cancer, we propose a new cut-off to categorise patients according to the HGPs. An up-to-date standard method for HGP assessment within liver metastases is also presented with the aim of incorporating HGPs into the decision-making processes surrounding the treatment of patients with liver-metastatic cancer. Finally, we propose hypotheses on the cellular and molecular mechanisms that drive the biology of the different HGPs, opening some exciting preclinical and clinical research perspectives.
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Affiliation(s)
- Emily Latacz
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
| | - Diederik Höppener
- grid.508717.c0000 0004 0637 3764Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Ali Bohlok
- grid.418119.40000 0001 0684 291XDepartment of Surgical Oncology, Institut Jules Bordet, Brussels, Belgium
| | - Sophia Leduc
- grid.5596.f0000 0001 0668 7884Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sébastien Tabariès
- grid.14709.3b0000 0004 1936 8649Department of Medicine, Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC Canada
| | - Carlos Fernández Moro
- grid.4714.60000 0004 1937 0626Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet, Huddinge, Sweden ,grid.24381.3c0000 0000 9241 5705Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Huddinge, Sweden
| | - Claire Lugassy
- grid.418596.70000 0004 0639 6384Department of Translational Research, Institut Curie, Paris, France
| | - Hanna Nyström
- grid.12650.300000 0001 1034 3451Department of Surgical and Perioperative Sciences, Surgery, Umeå University, Umeå, Sweden ,grid.12650.300000 0001 1034 3451Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Béla Bozóky
- grid.24381.3c0000 0000 9241 5705Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Huddinge, Sweden
| | - Giuseppe Floris
- grid.5596.f0000 0001 0668 7884Department of Imaging and Pathology, Laboratory of Translational Cell & Tissue Research and University Hospitals Leuven, KU Leuven, Leuven, Belgium ,grid.410569.f0000 0004 0626 3338Department of Pathology, University Hospitals Leuven, Campus Gasthuisberg, Leuven, Belgium
| | - Natalie Geyer
- grid.4714.60000 0004 1937 0626Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Pnina Brodt
- grid.63984.300000 0000 9064 4811Department of Surgery, Oncology and Medicine, McGill University and the Research Institute, McGill University Health Center, Montreal, QC Canada
| | - Laura Llado
- grid.418284.30000 0004 0427 2257HBP and Liver Transplantation Unit, Department of Surgery, Hospital Universitari de Bellvitge, IDIBELL, L’Hospitalet de Llobregat, Barcelona, Catalonia Spain
| | - Laura Van Mileghem
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
| | - Maxim De Schepper
- grid.5596.f0000 0001 0668 7884Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ali W. Majeed
- grid.31410.370000 0000 9422 8284Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
| | - Anthoula Lazaris
- grid.63984.300000 0000 9064 4811Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC Canada
| | - Piet Dirix
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
| | - Qianni Zhang
- grid.4868.20000 0001 2171 1133School of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK
| | - Stéphanie K. Petrillo
- grid.63984.300000 0000 9064 4811Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC Canada
| | - Sophie Vankerckhove
- grid.418119.40000 0001 0684 291XDepartment of Surgical Oncology, Institut Jules Bordet, Brussels, Belgium
| | - Ines Joye
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
| | - Yannick Meyer
- grid.508717.c0000 0004 0637 3764Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Alexander Gregorieff
- grid.63984.300000 0000 9064 4811Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Pathology, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Regenerative Medicine Network, McGill University, Montreal, QC Canada
| | - Nuria Ruiz Roig
- grid.411129.e0000 0000 8836 0780Department of Pathology, Hospital Universitari de Bellvitge, L’Hospitalet de Llobregat, Barcelona, Catalonia Spain ,grid.418284.30000 0004 0427 2257Tumoral and Stromal Chemoresistance Group, Oncobell Program, IDIBELL, L’Hospitalet de Llobregat, Barcelona, Catalonia Spain ,grid.5841.80000 0004 1937 0247Human Anatomy and Embryology Unit, Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Catalonia Spain
| | - Fernando Vidal-Vanaclocha
- grid.253615.60000 0004 1936 9510GWU-Cancer Center, Department of Biochemistry and Molecular Medicine, School of Medicine & Health Sciences, The George Washington University, Washington, DC, USA
| | - Larsimont Denis
- grid.418119.40000 0001 0684 291XDepartment of Pathology, Institut Jules Bordet, Brussels, Belgium
| | - Rui Caetano Oliveira
- grid.28911.330000000106861985Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal ,grid.8051.c0000 0000 9511 4342Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal ,grid.8051.c0000 0000 9511 4342Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Institute of Biophysics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Peter Metrakos
- grid.63984.300000 0000 9064 4811Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC Canada
| | - Dirk J. Grünhagen
- grid.508717.c0000 0004 0637 3764Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Iris D. Nagtegaal
- grid.10417.330000 0004 0444 9382Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands
| | - David G. Mollevi
- grid.418284.30000 0004 0427 2257Tumoral and Stromal Chemoresistance Group, Oncobell Program, IDIBELL, L’Hospitalet de Llobregat, Barcelona, Catalonia Spain ,grid.418701.b0000 0001 2097 8389Program Against Cancer Therapeutic Resistance (ProCURE), Institut Català d’Oncologia, L’Hospitalet de Llobregat, Barcelona, Catalonia Spain
| | - William R. Jarnagin
- grid.51462.340000 0001 2171 9952Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Michael I D’Angelica
- grid.51462.340000 0001 2171 9952Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Andrew R. Reynolds
- grid.417815.e0000 0004 5929 4381Oncology R&D, AstraZeneca, Cambridge, UK
| | - Michail Doukas
- grid.5645.2000000040459992XDepartment of Pathology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Christine Desmedt
- grid.5596.f0000 0001 0668 7884Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Luc Dirix
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
| | - Vincent Donckier
- grid.418119.40000 0001 0684 291XDepartment of Surgical Oncology, Institut Jules Bordet, Brussels, Belgium
| | - Peter M. Siegel
- grid.14709.3b0000 0004 1936 8649Department of Medicine, Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Departments of Medicine, Biochemistry, Anatomy & Cell Biology, McGill University, Montreal, QC Canada
| | - Raymond Barnhill
- grid.418596.70000 0004 0639 6384Department of Translational Research, Institut Curie, Paris, France ,Université de Paris l’UFR de Médecine, Paris, France
| | - Marco Gerling
- grid.4714.60000 0004 1937 0626Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden ,grid.24381.3c0000 0000 9241 5705Theme Cancer, Karolinska University Hospital, Solna, Sweden
| | - Cornelis Verhoef
- grid.508717.c0000 0004 0637 3764Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Peter B. Vermeulen
- grid.5284.b0000 0001 0790 3681Translational Cancer Research Unit, GZA Hospitals, Iridium Netwerk and University of Antwerp, Antwerp, Belgium
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14
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Kong BT, Fan QS, Wang XM, Zhang Q, Zhang GL. Clinical implications and mechanism of histopathological growth pattern in colorectal cancer liver metastases. World J Gastroenterol 2022; 28:3101-3115. [PMID: 36051338 PMCID: PMC9331533 DOI: 10.3748/wjg.v28.i26.3101] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/21/2022] [Accepted: 06/16/2022] [Indexed: 02/06/2023] Open
Abstract
Liver is the most common site of metastases of colorectal cancer, and liver metastases present with distinct histopathological growth patterns (HGPs), including desmoplastic, pushing and replacement HGPs and two rare HGPs. HGP is a miniature of tumor-host reaction and reflects tumor biology and pathological features as well as host immune dynamics. Many studies have revealed the association of HGPs with carcinogenesis, angiogenesis, and clinical outcomes and indicates HGP functions as bond between microscopic characteristics and clinical implications. These findings make HGP a candidate marker in risk stratification and guiding treatment decision-making, and a target of imaging observation for patient screening. Of note, it is crucial to determine the underlying mechanism shaping HGP, for instance, immune infiltration and extracellular matrix remodeling in desmoplastic HGP, and aggressive characteristics and special vascularization in replacement HGP (rHGP). We highlight the importance of aggressive features, vascularization, host immune and organ structure in formation of HGP, hence propose a novel "advance under camouflage" hypothesis to explain the formation of rHGP.
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Affiliation(s)
- Bing-Tan Kong
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
- School of Graduates, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Qing-Sheng Fan
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Xiao-Min Wang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Qing Zhang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Gan-Lin Zhang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
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15
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Bell PD, Pai RK. Immune Response in Colorectal Carcinoma: A Review of Its Significance as a Predictive and Prognostic Biomarker. Histopathology 2022; 81:696-714. [PMID: 35758208 DOI: 10.1111/his.14713] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/02/2022] [Accepted: 06/06/2022] [Indexed: 11/30/2022]
Abstract
Colorectal carcinoma is a leading cause of cancer-related death worldwide. There is significant prognostic heterogeneity in stage II and III tumours, necessitating the development of new biomarkers to better identify patients at risk of disease progression. Recently, the tumour immune environment, particularly the type and quantity of T lymphocytes, has been shown to be a useful biomarker in predicting prognosis for patients with colorectal carcinoma. In this review, the significance of the immune response in colorectal carcinoma, including its influence on prognosis and response to therapy, will be detailed.
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Affiliation(s)
- Phoenix D Bell
- Department of Pathology, University of Pittsburgh Medical Centre, Pittsburgh, PA, 15213, USA
| | - Reetesh K Pai
- Department of Pathology, University of Pittsburgh Medical Centre, Pittsburgh, PA, 15213, USA
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16
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Viganò L, Branciforte B, Laurenti V, Costa G, Procopio F, Cimino M, Del Fabbro D, Di Tommaso L, Torzilli G. The Histopathological Growth Pattern of Colorectal Liver Metastases Impacts Local Recurrence Risk and the Adequate Width of the Surgical Margin. Ann Surg Oncol 2022; 29:5515-5524. [PMID: 35687176 DOI: 10.1245/s10434-022-11717-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/21/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND The histopathological growth pattern (HGP) of colorectal liver metastases (CLM) has been associated with prognosis. This study was designed to elucidate if the HGP is associated with local recurrence risk and impacts the adequate width of surgical margin. METHODS All consecutive patients resected for CLM in 2018-2019 were considered. HGP was prospectively classified as follows: desmoplastic, pushing, and replacement. Surgical margin was classified as follows: R0 (margin ≥ 1 mm), R1vasc (0-mm margin, tumor detachment from intrahepatic vessels), and R1par (tumor exposure along transection plane). R0 resections were further distinguished in R0min (1-mm margin) and R0wide (> 1-mm margin). RESULTS A total of 340 resection areas in 136 patients were analyzed (70 R0min, 143 R0wide, 31 R1vasc, 96 R1par). HGP was desmoplastic in 26 cases, pushing in 221, and replacement in 93. Thirty-six local recurrences occurred (11%, median follow-up 21 months): 1 after R0wide, 4 after R0min, 3 after R1vasc, and 28 after R1par resection. In R1par group, local recurrence rate was high independently of HGP (29%). In R1vasc and R0min groups, local recurrence risk was higher in the replacement group (R1vasc: 29% vs. 4% if pushing/desmoplastic; R0min: 11% vs. 4%). In R0wide group, local recurrence risk was low for all HGP ( < 1%). Independent predictors of local recurrence were replacement HGP (odds ratio = 1.654, P = 0.036), and R1par resection (odds ratio = 57.209, P < 0.001 vs. R0). CONCLUSIONS Replacement HGP is associated with an increased risk of local recurrence. In these patients, a wide surgical margin should be pursued, because R1vasc and R0min resections could be insufficient. R1par resection is inadequate, independently of the HGP.
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Affiliation(s)
- L Viganò
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Pieve Emanuele, Italy
| | - B Branciforte
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - V Laurenti
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - G Costa
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - F Procopio
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - M Cimino
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - D Del Fabbro
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy
| | - L Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Pieve Emanuele, Italy.,Pathology Unit, IRCCS Humanitas Research Hospital, Milan, Rozzano, Italy
| | - G Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Milan, Rozzano, Italy. .,Department of Biomedical Sciences, Humanitas University, Milan, Pieve Emanuele, Italy.
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17
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Prognostic implications of adaptive immune features in MMR-proficient colorectal liver metastases classified by histopathological growth patterns. Br J Cancer 2022; 126:1329-1338. [PMID: 34980880 PMCID: PMC9043179 DOI: 10.1038/s41416-021-01667-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 10/24/2021] [Accepted: 12/02/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND After resection, colorectal cancer liver metastases (CRLM) surrounded by a desmoplastic rim carry a better prognosis than the metastases replacing the adjacent liver. However, these histopathological growth patterns (HGPs) are insufficient to guide clinical decision-making. We explored whether the adaptive immune features of HGPs could refine prognostication. METHODS From 276 metastases resected in 176 patients classified by HGPs, tissue microarrays were used to assess intratumoral T cells (CD3), antigen presentation capacity (MHC class I) and CD73 expression producing immunosuppressive adenosine. We tested correlations between these variables and patient outcomes. RESULTS The 101 (57.4%) patients with dominant desmoplastic HGP had a median recurrence-free survival (RFS) of 17.1 months compared to 13.3 months in the 75 patients (42.6%) with dominant replacement HGP (p = 0.037). In desmoplastic CRLM, high vs. low CD73 was the only prognostically informative immune parameter and was associated with a median RFS of 12.3 months compared to 26.3, respectively (p = 0.010). Only in dominant replacement CRLM, we found a subgroup (n = 23) with high intratumoral MHC-I expression but poor CD3+ T cell infiltration, a phenotype associated with a short median RFS of 7.9 months. CONCLUSIONS Combining the assessments of HGP and adaptive immune features in resected CRLM could help identify patients at risk of early recurrence.
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18
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Baldin P, Carrasco J, Beniuga G, Jouret-Mourin A, Demolin G, Roland S, D’Hondt L, Vergauwe P, Van Daele D, Mailleux M, Sinapi I, De Cuyper A, Blétard N, Massart B, Delos M, Castella ML, van Maanen A, Van den Eynde M. Randomized Phase 2 Study Comparing Pathological Responses of Resected Colorectal Cancer Metastases after Bevacizumab with mFOLFOX6 or FOLFIRI (BEV-ONCO Trial). Cancers (Basel) 2022; 14:cancers14051183. [PMID: 35267491 PMCID: PMC8909786 DOI: 10.3390/cancers14051183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 02/11/2022] [Accepted: 02/17/2022] [Indexed: 02/04/2023] Open
Abstract
Retrospective studies reported that preoperative oxaliplatin-based chemotherapy increased pathological response (PR) in patients resected for colorectal liver metastases (CRLM). This multicenter prospective randomized (1/1) phase II trial evaluated PR on resected CRLM after preoperative mFOLFOX6 (arm A) or FOLFIRI (arm B) + bevacizumab. The primary endpoint was the major pathological response rate (MPRR), defined as the percentage of patients presenting CRLMs with mean tumor regression grade (TRG) < 3. Secondary endpoints included safety, progression-free survival (PFS) and overall survival (OS). Out of 65 patients, 57 patients (28 and 29 in arm A/B) were resected for CRLM (one patient with lung metastases). Clinical and treatment characteristics were similar in both arms. One-month postoperative complications were 39.3%/31.0% in arm A/B (p = 0.585). MPRR and complete PR were 32.1%/20.7% (p = 0.379) and 14.3%/0.0% (p = 0.052) in arm A/B, respectively. PFS and OS were not different. Patients with PR among all CRLMs (max TRG ≤ 3; 43.8% of patients) had a lower risk of relapse (PFS: HR = 0.41, 95%CI = 0.204−0.840, p = 0.015) and a tendency towards better survival (OS: HR = 0.34, 95%CI = 0.104−1.114, p = 0.075). The homogeneity of PR was associated with improved PFS/OS. This trial fails to demonstrate a significant increase in MPRR in patients treated with mFOLFOX6-bevacizumab but confirms PR as an important prognostic factor.
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Affiliation(s)
- Pamela Baldin
- Pathology Department, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium; (P.B.); (A.J.-M.)
| | - Javier Carrasco
- Department of Medical Oncology, GHdC-Grad Hopital de Charleroi-Site Notre Dame, 6000 Charleroi, Belgium; (J.C.); (I.S.)
| | - Gabriela Beniuga
- Pathology Department, Institut de Pathologie et Génétique, 6041 Gosselies, Belgium;
| | - Anne Jouret-Mourin
- Pathology Department, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium; (P.B.); (A.J.-M.)
- Pathology Department, Institut de Pathologie et Génétique, 6041 Gosselies, Belgium;
| | - Gauthier Demolin
- Gastroenterology Department, Clinique CHC MonLégia, 4000 Liège, Belgium;
| | - Sandrine Roland
- Gastroenterology Department, CHIREC-Hôpital Delta, 1160 Auderghem, Belgium;
| | - Lionel D’Hondt
- Oncology Department, CHU-UCL-Namur, Site Godinne, 5530 Yvoir, Belgium;
| | - Philippe Vergauwe
- Gastroenterology Department, AZ Groeninge Hospital, 3220 Kortrijk, Belgium;
| | | | - Marie Mailleux
- Medical Oncology, Clinique Saint-Luc Bouge, 5000 Namur, Belgium;
| | - Isabelle Sinapi
- Department of Medical Oncology, GHdC-Grad Hopital de Charleroi-Site Notre Dame, 6000 Charleroi, Belgium; (J.C.); (I.S.)
| | - Astrid De Cuyper
- Department of Medical Oncology, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium;
| | - Noëlla Blétard
- Pathology Department, Clinique CHC MonLégia, 4000 Liège, Belgium; (N.B.); (B.M.)
| | - Brigitte Massart
- Pathology Department, Clinique CHC MonLégia, 4000 Liège, Belgium; (N.B.); (B.M.)
| | - Monique Delos
- Pathology Department, CHU-UCL-Namur, Site Godinne, 5530 Yvoir, Belgium;
| | - Marie-Laure Castella
- Colorectal Clinical Research Unit, Institut Roi Albert II, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium;
| | - Aline van Maanen
- Support Statistique, Institut Roi Albert II, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium;
| | - Marc Van den Eynde
- Department of Medical Oncology and Gastroenterology, Cliniques Universitaires Saint Luc (UCL)—Université Catholique de Louvain, 1200 Bruxelles, Belgium
- Correspondence:
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19
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Garcia-Vicién G, Mezheyeuski A, Micke P, Ruiz N, Ruffinelli JC, Mils K, Bañuls M, Molina N, Losa F, Lladó L, Molleví DG. Spatial Immunology in Liver Metastases from Colorectal Carcinoma according to the Histologic Growth Pattern. Cancers (Basel) 2022; 14:cancers14030689. [PMID: 35158957 PMCID: PMC8833601 DOI: 10.3390/cancers14030689] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/25/2022] [Accepted: 01/27/2022] [Indexed: 02/07/2023] Open
Abstract
Simple Summary In the era of immunotherapy, the tumor microenvironment (TME) has attracted special interest. However, colorectal liver metastases (CRC-LM) present histological peculiarities that could affect the interaction of immune and tumor cells such as fibrotic encapsulation and dense intratumoral stroma. We explored the spatial distribution of lymphocytic infiltrates in CRC-LM in the context of the histologic growth patterns using multispectral digital pathology providing data on three different scenarios, tumor periphery, invasive margin, and central tumoral areas. Our results illustrate a similar poor cell density of CD8+ cells between different metastases subtypes in intratumoral regions. However, in encapsulated metastases, cytotoxic cells reach the tumor cells while remaining retained in stromal areas in non-encapsulating metastases. Some aspects are still unresolved, such as understanding the reason why most lymphocytes are largely retained in the capsule. Abstract Colorectal cancer liver metastases (CRC-LM) present differential histologic growth patterns (HGP) that determine the interaction between immune and tumor cells. We explored the spatial distribution of lymphocytic infiltrates in CRC-LM in the context of the HGP using multispectral digital pathology. We did not find statistically significant differences of immune cell densities in the central regions of desmoplastic (dHGP) and non-desmoplastic (ndHGP) metastases. The spatial evaluation reported that dHGP-metastases displayed higher infiltration by CD8+ and CD20+ cells in peripheral regions as well as CD4+ and CD45RO+ cells in ndHGP-metastases. However, the reactive stroma regions at the invasive margin (IM) of ndHGP-metastases displayed higher density of CD4+, CD20+, and CD45RO+ cells. The antitumor status of the TIL infiltrates measured as CD8/CD4 reported higher values in the IM of encapsulated metastases up to 400 μm towards the tumor center (p < 0.05). Remarkably, the IM of dHGP-metastases was characterized by higher infiltration of CD8+ cells in the epithelial compartment parameter assessed with the ratio CD8epithelial/CD8stromal, suggesting anti-tumoral activity in the encapsulating lesions. Taking together, the amount of CD8+ cells is comparable in the IM of both HGP metastases types. However, in dHGP-metastases some cytotoxic cells reach the tumor nests while remaining retained in the stromal areas in ndHGP-metastases.
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Affiliation(s)
- Gemma Garcia-Vicién
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
| | - Artur Mezheyeuski
- Department of Immunology, Genetics and Pathology, Uppsala University, S-75105 Uppsala, Sweden;
- Correspondence: (A.M.); (D.G.M.); Tel.: +34-93-260-7370 (D.G.M.); Fax: +34-93-260-7466 (D.G.M.)
| | - Patrick Micke
- Department of Immunology, Genetics and Pathology, Uppsala University, S-75105 Uppsala, Sweden;
| | - Núria Ruiz
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Department of Pathology, Hospital Universitari de Bellvitge, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
| | - José Carlos Ruffinelli
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Department of Medical Oncology, Institut Català d’Oncologia, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
| | - Kristel Mils
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Department of Surgery, Hospital Universitari de Bellvitge, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
| | - María Bañuls
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
| | - Natàlia Molina
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
| | - Ferran Losa
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Department of Medical Oncology, Institut Català d’Oncologia, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
| | - Laura Lladó
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Department of Surgery, Hospital Universitari de Bellvitge, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
| | - David G. Molleví
- Tumoral and Stromal Chemoresistance Group, Oncobell Program, Institut d’Investigacions Biomèdiques de Bellvitge (IDIBELL), Gran Via 197-203, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain; (G.G.-V.); (N.R.); (J.C.R.); (K.M.); (M.B.); (N.M.); (F.L.); (L.L.)
- Program Against Cancer Therapeutic Resistance (ProCURE), Institut Català d’Oncologia, L’Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain
- Correspondence: (A.M.); (D.G.M.); Tel.: +34-93-260-7370 (D.G.M.); Fax: +34-93-260-7466 (D.G.M.)
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20
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Randrian V, Desette A, Emambux S, Derangere V, Roussille P, Frouin E, Godet J, Karayan-Tapon L, Ghiringhelli F, Tougeron D. New Artificial Intelligence Score and Immune Infiltrates as Prognostic Factors in Colorectal Cancer With Brain Metastases. Front Immunol 2021; 12:750407. [PMID: 34733283 PMCID: PMC8558563 DOI: 10.3389/fimmu.2021.750407] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 09/29/2021] [Indexed: 02/01/2023] Open
Abstract
Incidence of brain metastases has increased in patients with colorectal cancer (CRC) as their survival has improved. CD3 T-cells and, lately, DGMate (DiGital tuMor pArameTErs) score, have been identified as prognostic factors in locally advanced CRC. Until now, there is no data concerning the prognostic value of these markers in patients with CRC-derived brain metastases. All consecutive patients with CRC-derived brain metastases diagnosed between 2000 and 2017 were retrospectively included. Staining for CD3, CD8, PD-1, PD-L1 and DGMate analyses were performed using tissue micro-array from primary tumors and, if available, brain metastases. All in all, 83 patients were included with 80 primary tumor samples and 37 brain metastases samples available. CD3 and CD8 T-cell infiltration was higher in primary tumors compared to brain metastases. We observed a significant higher DGMate score in rectal tumors compared to colon tumors (p=0.03). We also noted a trend of higher CD3 T-cell infiltration in primary tumors when brain metastases were both supra and subtentorial compared to brain metastases that were only subtentorial or supratentorial (p=0.36 and p=0.03, respectively). No correlation was found between CD3 or CD8 infiltration or DGMate score in primary tumors or brain metastases and overall survival (OS) in the overall population. In patients with rectal tumors, a high DGMate score in brain metastases was associated with longer OS (13.4 ± 6.1 months versus 6.1 ± 1.4 months, p=0.02). High CD3 T-cell infiltration in brain metastases was associated with lower OS in patients with supratentorial brain metastases (9.8 ± 3.3 months versus 16.7 ± 5.9 months, p=0.03). PD-L1 overexpression was rare, both in primary tumors and brain metastases, but PD-L1 positive primary tumors were associated with worse OS (p=0.01). In contrast to breast and lung cancer derived brain metastases, CD3 and CD8 infiltration and DGMate score are not major prognostic factors in patients with CRC-derived brain metastases.
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Affiliation(s)
- Violaine Randrian
- Hepato-Gastroenterology Department, CHU Poitiers, Poitiers, France.,Université de Poitiers, CHU Poitiers, INSERM, PRODICET, Poitiers, France
| | - Amandine Desette
- Université de Poitiers, CHU Poitiers, INSERM, PRODICET, Poitiers, France.,Université de Poitiers, CHU Poitiers, INSERM, LNEC, Poitiers, France
| | - Sheik Emambux
- Université de Poitiers, CHU Poitiers, INSERM, PRODICET, Poitiers, France.,Medical Oncology Department, CHU Poitiers, Poitiers, France
| | - Valentin Derangere
- Plateforme de Transfert en Biologie Cancérologique, Département de Biologie et de Pathologie des Tumeurs, Centre de Lutte Contre le Cancer Georges-François Leclerc, Dijon, France
| | | | - Eric Frouin
- Pathology Department, CHU Poitiers, Poitiers, France.,Université de Poitiers, CHU Poitiers, LITEC, Poitiers, France
| | - Julie Godet
- Pathology Department, CHU Poitiers, Poitiers, France
| | - Lucie Karayan-Tapon
- Université de Poitiers, CHU Poitiers, INSERM, PRODICET, Poitiers, France.,Université de Poitiers, CHU Poitiers, INSERM, LNEC, Poitiers, France.,Cancer Biology Department, CHU Poitiers, Poitiers, France
| | - François Ghiringhelli
- Plateforme de Transfert en Biologie Cancérologique, Département de Biologie et de Pathologie des Tumeurs, Centre de Lutte Contre le Cancer Georges-François Leclerc, Dijon, France.,INSERM U1231, Dijon, France
| | - David Tougeron
- Hepato-Gastroenterology Department, CHU Poitiers, Poitiers, France.,Université de Poitiers, CHU Poitiers, INSERM, PRODICET, Poitiers, France
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21
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Penny SA, Abelin JG, Malaker SA, Myers PT, Saeed AZ, Steadman LG, Bai DL, Ward ST, Shabanowitz J, Hunt DF, Cobbold M. Tumor Infiltrating Lymphocytes Target HLA-I Phosphopeptides Derived From Cancer Signaling in Colorectal Cancer. Front Immunol 2021; 12:723566. [PMID: 34504498 PMCID: PMC8421858 DOI: 10.3389/fimmu.2021.723566] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/27/2021] [Indexed: 12/21/2022] Open
Abstract
There is a pressing need for novel immunotherapeutic targets in colorectal cancer (CRC). Cytotoxic T cell infiltration is well established as a key prognostic indicator in CRC, and it is known that these tumor infiltrating lymphocytes (TILs) target and kill tumor cells. However, the specific antigens that drive these CD8+ T cell responses have not been well characterized. Recently, phosphopeptides have emerged as strong candidates for tumor-specific antigens, as dysregulated signaling in cancer leads to increased and aberrant protein phosphorylation. Here, we identify 120 HLA-I phosphopeptides from primary CRC tumors, CRC liver metastases and CRC cell lines using mass spectrometry and assess the tumor-resident immunity against these posttranslationally modified tumor antigens. Several CRC tumor-specific phosphopeptides were presented by multiple patients’ tumors in our cohort (21% to 40%), and many have previously been identified on other malignancies (58% of HLA-A*02 CRC phosphopeptides). These shared antigens derived from mitogenic signaling pathways, including p53, Wnt and MAPK, and are therefore markers of malignancy. The identification of public tumor antigens will allow for the development of broadly applicable targeted therapeutics. Through analysis of TIL cytokine responses to these phosphopeptides, we have established that they are already playing a key role in tumor-resident immunity. Multifunctional CD8+ TILs from primary and metastatic tumors recognized the HLA-I phosphopeptides presented by their originating tumor. Furthermore, TILs taken from other CRC patients’ tumors targeted two of these phosphopeptides. In another cohort of CRC patients, the same HLA-I phosphopeptides induced higher peripheral T cell responses than they did in healthy donors, suggesting that these immune responses are specifically activated in CRC patients. Collectively, these results establish HLA-I phosphopeptides as targets of the tumor-resident immunity in CRC, and highlight their potential as candidates for future immunotherapeutic strategies.
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Affiliation(s)
- Sarah A Penny
- School of Immunity and Infection, University of Birmingham, Birmingham, United Kingdom
| | - Jennifer G Abelin
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States
| | - Stacy A Malaker
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States
| | - Paisley T Myers
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States
| | - Abu Z Saeed
- School of Immunity and Infection, University of Birmingham, Birmingham, United Kingdom
| | - Lora G Steadman
- School of Immunity and Infection, University of Birmingham, Birmingham, United Kingdom
| | - Dina L Bai
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States
| | - Stephen T Ward
- School of Immunity and Infection, University of Birmingham, Birmingham, United Kingdom.,Department of Colorectal Surgery, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Jeffrey Shabanowitz
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States
| | - Donald F Hunt
- Department of Chemistry, University of Virginia, Charlottesville, VA, United States.,Department of Pathology, University of Virginia, Charlottesville, VA, United States
| | - Mark Cobbold
- School of Immunity and Infection, University of Birmingham, Birmingham, United Kingdom.,Center for Cancer Immunology, Massachusetts General Hospital, Charlestown, MA, United States
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22
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Zhang C, Wang X, Han J, Zhang R, Chen Z, Li Y, Ma X, Zhang G, Fan J, Chen J. Histological tumor response to neoadjuvant chemotherapy correlates to Immunoscore in colorectal cancer liver metastases patients. J Surg Oncol 2021; 124:1431-1441. [PMID: 34406653 DOI: 10.1002/jso.26651] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 07/02/2021] [Accepted: 08/10/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND This study investigated the correlation between tumor regression grade (TRG) score and Immunoscore, and prognostic values of TRG score and a risk score in colorectal cancer liver metastases (CRLMs) patients after neoadjuvant chemotherapy. METHODS Patients undergoing neoadjuvant chemotherapy from 2014 to 2019 were selected. TRG score and Immunoscore were evaluated in 200 CRLMs. A risk score combining TRG score, Immunoscore, and clinical risk score (CRS) was defined and divided patients into the low-, medium-, and high-risk groups. Differences in relapse-free survival (RFS) and overall survival (OS) between groups were determined. RESULTS The densities of CD3+ and CD8+ immune cells were higher in TRG1-3 group than in TRG4-5 group, and the ratio of high Immunoscores was higher in TRG1-3 group than in TRG4-5 group (60.0% vs. 15.8%, p < 0.001). Patients in TRG1-3 group had significantly longer RFS and OS than those in TRG4-5 group. The low-risk group shows a significantly higher 2-year RFS and 5-year OS rate than the medium- and high-risk group (RFS: 59.9%, 36.2%, and 6.4%, p < 0.001; OS: 82.0%, 41.0%, and 16.9%, p < 0.001). CONCLUSION TRG score may be proposed to evaluate the prognosis of neoadjuvant chemotherapy and may be used for predicting the postoperative survival of CRLMs.
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Affiliation(s)
- Chong Zhang
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiangyu Wang
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Jiahao Han
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Rui Zhang
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Zhenmei Chen
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Yitong Li
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaochen Ma
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Guo Zhang
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Jie Fan
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Jinhong Chen
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China
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23
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Tumor microenvironment-adjusted prognostic implications of the KRAS mutation subtype in patients with stage III colorectal cancer treated with adjuvant FOLFOX. Sci Rep 2021; 11:14609. [PMID: 34272423 PMCID: PMC8285533 DOI: 10.1038/s41598-021-94044-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/06/2021] [Indexed: 12/30/2022] Open
Abstract
Several studies have reported that the prognostic effect of KRAS mutations on colorectal cancers (CRCs) varies depending on the type of mutation. Considering the effect of KRAS mutations on tumor microenvironment, we analyzed the prognostic significance of KRAS mutation types after adjusting for the tumor-infiltrating lymphocytes (TIL) and tumor-stromal percentage (TSP) statuses. In two independent cohorts, KRAS mutations were analyzed by Sanger sequencing and/or next-generation sequencing. TIL density and the TSP were quantified from whole-slide immunohistochemical images. KRAS-mutant CRCs were divided into three subgroups (G12D/V, other codon 12 mutations and codon 13 mutations) to examine their differential effect on TIL density, the TSP and recurrence-free survival (RFS). Among the KRAS mutations, only the G12D/V subgroups showed significantly less TIL infiltration than the wild-type CRCs. According to survival analysis, G12D/V mutations were associated with short RFS; codon 13 mutations showed discordant trends in the two cohorts, and other codon 12 mutations showed no significant association. Multivariate analysis further supported the prognostic value of G12D/V mutations. This result is not only consistent with a recent study suggesting the immunosuppressive effect of mutant KRAS but also provides insight into the type-specific prognostic effect of KRAS mutations.
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24
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Histopathological and Immune Prognostic Factors in Colo-Rectal Liver Metastases. Cancers (Basel) 2021; 13:cancers13051075. [PMID: 33802446 PMCID: PMC7959473 DOI: 10.3390/cancers13051075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 02/23/2021] [Accepted: 02/24/2021] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Clinical management of colo-rectal liver metastasis would benefit from a refined stratification of patients in prognostic groups, in order to identify the best therapeutic option. Efforts are ongoing in the definition of parameters associated with clinical behaviors, which could help classifying patients in clinically relevant groups. Here we aimed at discussing the recent advances in this field, and we introduced current and new promising candidates, such as morphological tumor features and immune components, which have been showing significant association with survival. Some of these parameters are slowly reaching the clinic and further efforts are ongoing in the attempt to combine them in multiparametric scores. Abstract Prognostic studies are increasingly providing new tools to stratify colo-rectal liver metastasis patients into clinical subgroups, with remarkable implications in terms of clinical management and therapeutic choice. Here, the strengths and hurdles of current prognostic tools in colo-rectal liver metastasis are discussed. Alongside more classic histopathological parameters, which capture features related to the tumor component, such as tumor invasion, tumor growth pattern and regression score, we will discuss immune mediators, which are starting to be considered important features. Their objective quantification has shown significant results in prognostication studies, with most of the work focused on adaptive immune cells, namely T cells. As for macrophages, they are only starting to be appreciated and we will present recent advances in evaluation of macrophage morphological features. Deeper knowledge acquired by multiparametric analyses is rapidly uncovering the variety of immune players that should be assessed. The future projection is to implement deep-learning histopathological tools and to integrate histopathological and immune metrics in multiparametric scores, with the ultimate objective to achieve a deeper resolution of the tumor features and their relevance for colo-rectal liver metastasis.
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25
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Baldin P, Van den Eynde M, Mlecnik B, Galon J. Immunity to live: an immunopathoscore using the consensus Immunoscore to best define the risk of recurrence and death in stage IV metastatic patients. Oncoimmunology 2020; 9:1826133. [PMID: 33110705 PMCID: PMC7561331 DOI: 10.1080/2162402x.2020.1826133] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Abstract
The consensus Immunoscore is a routine assay quantifying the adaptive immune response within the tumor microenvironment. Its evaluation in the primary tumor of patients with stages I/II/III colorectal cancer (CRC) has prognostic value that has been confirmed in multiple studies. For metastatic patients, the evaluation of the consensus Immunoscore within resected metastases also significantly predicts the recurrence and survival of Stage IV patients. Since recurrence rates post-surgery are still very high, it is important to best evaluate risk parameters using the main patho-molecular and immune parameters. After preoperative treatment and curative resection of 582 metastases from 221 patients, clinico-pathological parameters, RAS mutation, and Immunoscore within metastases were assessed. Immunoscore and clinico-pathological parameters (number of metastases, surgical margin, histopathological growth pattern, and steatohepatitis) were associated with relapse in multivariable analysis. A Pathological Score (PS) that combines relevant clinico-pathological factors for relapse and Immunoscore was significantly (P < .0001) associated with Time to recurrence. In multivariable analysis, only Immunoscore (P < .001) and RAS mutations (P= .03) were prognostic and significantly associated with overall survival. Thus, among all parameters clinically relevant in the metastatic settings, PS and Immunoscore allow the stratification of stage IV CRC patients and identify patients with higher risk of recurrence. Immunoscore remained the major prognostic factor for overall survival (OS). In its latest edition, the WHO classification of Digestive System Tumors introduced for the first time the immune response as an essential and desirable diagnostic criterion for CRC. These novel results highlight the clinical utility of Immunoscore in Stage IV patients.
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Affiliation(s)
- Pamela Baldin
- Department of Pathology, Cliniques Universitaires Saint-Luc/Université Catholique de Louvain (Uclouvain), Brussels, Belgium
| | - Marc Van den Eynde
- Department of Medical Oncology and Hepato-gastroenterology, Cliniques Universitaires Saint-Luc, Institut Roi Albert II, Université Catholique de Louvain (Uclouvain), Brussels, Belgium
| | - Bernhard Mlecnik
- 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.,Inovarion, Paris, France
| | - 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
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