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Colapietro F, Akpinar R, Pugliese N, Di Tommaso L, Aghemo A. Unexpected diagnosis in females with abnormal liver ultrasound. J Hepatol 2024; 80:e243-e245. [PMID: 38760151 DOI: 10.1016/j.jhep.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 02/14/2024] [Accepted: 02/19/2024] [Indexed: 05/19/2024]
Affiliation(s)
- Francesca Colapietro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Research Hospital IRCCS, Milan, Italy.
| | - Reha Akpinar
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Department of Pathology, IRCSS Humanitas Research Hospital, Milan, Italy
| | - Nicola Pugliese
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Research Hospital IRCCS, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Department of Pathology, IRCSS Humanitas Research Hospital, Milan, Italy
| | - Alessio Aghemo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Research Hospital IRCCS, Milan, Italy
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2
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Perrino M, Voulaz E, Balin S, Cazzato G, Fontana E, Franzese S, Defendi M, De Vincenzo F, Cordua N, Tamma R, Borea F, Aliprandi M, Airoldi M, Cecchi LG, Fazio R, Alloisio M, Marulli G, Santoro A, Di Tommaso L, Ingravallo G, Russo L, Da Rin G, Villa A, Della Bella S, Zucali PA, Mavilio D. Autoimmunity in thymic epithelial tumors: a not yet clarified pathologic paradigm associated with several unmet clinical needs. Front Immunol 2024; 15:1288045. [PMID: 38629065 PMCID: PMC11018877 DOI: 10.3389/fimmu.2024.1288045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 01/29/2024] [Indexed: 04/19/2024] Open
Abstract
Thymic epithelial tumors (TETs) are rare mediastinal cancers originating from the thymus, classified in two main histotypes: thymoma and thymic carcinoma (TC). TETs affect a primary lymphoid organ playing a critical role in keeping T-cell homeostasis and ensuring an adequate immunological tolerance against "self". In particular, thymomas and not TC are frequently associated with autoimmune diseases (ADs), with Myasthenia Gravis being the most common AD present in 30% of patients with thymoma. This comorbidity, in addition to negatively affecting the quality and duration of patients' life, reduces the spectrum of the available therapeutic options. Indeed, the presence of autoimmunity represents an exclusion criteria for the administration of the newest immunotherapeutic treatments with checkpoint inhibitors. The pathophysiological correlation between TETs and autoimmunity remains a mystery. Several studies have demonstrated the presence of a residual and active thymopoiesis in adult patients affected by thymomas, especially in mixed and lymphocytic-rich thymomas, currently known as type AB and B thymomas. The aim of this review is to provide the state of art in regard to the histological features of the different TET histotype, to the role of the different immune cells infiltrating tumor microenvironments and their impact in the break of central immunologic thymic tolerance in thymomas. We discuss here both cellular and molecular immunologic mechanisms inducing the onset of autoimmunity in TETs, limiting the portfolio of therapeutic strategies against TETs and greatly impacting the prognosis of associated autoimmune diseases.
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Affiliation(s)
- Matteo Perrino
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Emanuele Voulaz
- Division of Thoracic Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Simone Balin
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
| | - Gerardo Cazzato
- Section of Pathology, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari “Aldo Moro”, Bari, Italy
| | - Elena Fontana
- Istituto di Ricerca Genetica e Biomedica (IRGB), National Research Council (CNR), Milan, Italy
- Human Genome and Biomedical Technologies Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Sara Franzese
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
- Unit of Clinical and Experimental Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Martina Defendi
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
- Unit of Clinical and Experimental Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Fabio De Vincenzo
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Nadia Cordua
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Roberto Tamma
- Section of Human Anatomy and Histology, Department of Translational Biomedicine and Neurosciences (DiBraiN), University of Bari “Aldo Moro”, Bari, Italy
| | - Federica Borea
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Marta Aliprandi
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Marco Airoldi
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luigi Giovanni Cecchi
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Roberta Fazio
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Marco Alloisio
- Division of Thoracic Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Giuseppe Marulli
- Division of Thoracic Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Armando Santoro
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Giuseppe Ingravallo
- Section of Pathology, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari “Aldo Moro”, Bari, Italy
| | - Laura Russo
- Clinical Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Giorgio Da Rin
- Clinical Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Anna Villa
- Istituto di Ricerca Genetica e Biomedica (IRGB), National Research Council (CNR), Milan, Italy
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Silvia Della Bella
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
- Unit of Clinical and Experimental Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Paolo Andrea Zucali
- Department of Medical Oncology and Hematology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Domenico Mavilio
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
- Unit of Clinical and Experimental Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
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3
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Russo E, Guizzardi M, Canali L, Gaino F, Costantino A, Mazziotti G, Lania A, Uccella S, Di Tommaso L, Ferreli F, Malvezzi L, Spriano G, Mercante G. Correction to: Preoperative systemic inflammatory markers as prognostic factors in differentiated thyroid cancer: a systematic review and meta-analysis. Rev Endocr Metab Disord 2024; 25:449-450. [PMID: 37979073 DOI: 10.1007/s11154-023-09851-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Affiliation(s)
- Elena Russo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Mathilda Guizzardi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Luca Canali
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
| | - Francesca Gaino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Andrea Costantino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Gherardo Mazziotti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Endocrinology, Diabetology and Medical Andrology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Andrea Lania
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Endocrinology, Diabetology and Medical Andrology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Silvia Uccella
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Fabio Ferreli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Luca Malvezzi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Giuseppe Mercante
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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4
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Vitali E, Franceschini B, Milana F, Soldani C, Polidoro MA, Carriero R, Kunderfranco P, Trivellin G, Costa G, Milardi G, Di Tommaso L, Torzilli G, Lleo A, Lania AG, Donadon M. Filamin A is involved in human intrahepatic cholangiocarcinoma aggressiveness and progression. Liver Int 2024; 44:518-531. [PMID: 38010911 DOI: 10.1111/liv.15800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 10/19/2023] [Accepted: 11/12/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND & AIMS Intrahepatic cholangiocarcinoma (iCCA) is a primary liver tumour, characterized by poor prognosis and lack of effective therapy. The cytoskeleton protein Filamin A (FLNA) is involved in cancer progression and metastasis, including primary liver cancer. FLNA is cleaved by calpain, producing a 90 kDa fragment (FLNACT ) that can translocate to the nucleus and inhibit gene transcription. We herein aim to define the role of FLNA and its cleavage in iCCA carcinogenesis. METHODS & RESULTS We evaluated the expression and localization of FLNA and FLNACT in liver samples from iCCA patients (n = 82) revealing that FLNA expression was independently correlated with disease-free survival. Primary tumour cells isolated from resected iCCA patients expressed both FLNA and FLNACT , and bulk RNA sequencing revealed a significant enrichment of cell proliferation and cell motility pathways in iCCAs with high FLNA expression. Further, we defined the impact of FLNA and FLNACT on the proliferation and migration of primary iCCA cells (n = 3) and HuCCT1 cell line using silencing and Calpeptin, a calpain inhibitor. We observed that FLNA silencing decreased cell proliferation and migration and Calpeptin was able to reduce FLNACT expression in both the HuCCT1 and iCCA cells (p < .05 vs. control). Moreover, Calpeptin 100 μM decreased HuCCT1 and primary iCCA cell proliferation (p <.00001 vs. control) and migration (p < .05 vs. control). CONCLUSIONS These findings demonstrate that FLNA is involved in human iCCA progression and calpeptin strongly decreased FLNACT expression, reducing cell proliferation and migration.
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Affiliation(s)
- Eleonora Vitali
- Laboratory of Cellular and Molecular Endocrinology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Barbara Franceschini
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Flavio Milana
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Cristiana Soldani
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Michela A Polidoro
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Roberta Carriero
- Bioinformatics Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | | | - Giampaolo Trivellin
- Laboratory of Cellular and Molecular Endocrinology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Guido Costa
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Giulia Milardi
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Pathology Department, Humanitas Clinical and Research Center-IRCCS, Milan, Italy
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Andrea G Lania
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Endocrinology, Diabetology and Medical Andrology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Matteo Donadon
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
- Department of General Surgery, University Maggiore Hospital, Novara, Italy
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5
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Calderaro J, Ghaffari Laleh N, Zeng Q, Maille P, Favre L, Pujals A, Klein C, Bazille C, Heij LR, Uguen A, Luedde T, Di Tommaso L, Beaufrère A, Chatain A, Gastineau D, Nguyen CT, Nguyen-Canh H, Thi KN, Gnemmi V, Graham RP, Charlotte F, Wendum D, Vij M, Allende DS, Aucejo F, Diaz A, Rivière B, Herrero A, Evert K, Calvisi DF, Augustin J, Leow WQ, Leung HHW, Boleslawski E, Rela M, François A, Cha AWH, Forner A, Reig M, Allaire M, Scatton O, Chatelain D, Boulagnon-Rombi C, Sturm N, Menahem B, Frouin E, Tougeron D, Tournigand C, Kempf E, Kim H, Ningarhari M, Michalak-Provost S, Gopal P, Brustia R, Vibert E, Schulze K, Rüther DF, Weidemann SA, Rhaiem R, Pawlotsky JM, Zhang X, Luciani A, Mulé S, Laurent A, Amaddeo G, Regnault H, De Martin E, Sempoux C, Navale P, Westerhoff M, Lo RCL, Bednarsch J, Gouw A, Guettier C, Lequoy M, Harada K, Sripongpun P, Wetwittayaklang P, Loménie N, Tantipisit J, Kaewdech A, Shen J, Paradis V, Caruso S, Kather JN. Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma. Nat Commun 2023; 14:8290. [PMID: 38092727 PMCID: PMC10719304 DOI: 10.1038/s41467-023-43749-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 11/17/2023] [Indexed: 12/17/2023] Open
Abstract
Primary liver cancer arises either from hepatocytic or biliary lineage cells, giving rise to hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICCA). Combined hepatocellular- cholangiocarcinomas (cHCC-CCA) exhibit equivocal or mixed features of both, causing diagnostic uncertainty and difficulty in determining proper management. Here, we perform a comprehensive deep learning-based phenotyping of multiple cohorts of patients. We show that deep learning can reproduce the diagnosis of HCC vs. CCA with a high performance. We analyze a series of 405 cHCC-CCA patients and demonstrate that the model can reclassify the tumors as HCC or ICCA, and that the predictions are consistent with clinical outcomes, genetic alterations and in situ spatial gene expression profiling. This type of approach could improve treatment decisions and ultimately clinical outcome for patients with rare and biphenotypic cancers such as cHCC-CCA.
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Affiliation(s)
- Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France.
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.
- Inserm, U955, Team 18, Créteil, France.
- European Reference Network (ERN) RARE-LIVER, Créteil, France.
| | - Narmin Ghaffari Laleh
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
- Department of Medicine III, University Hospital RWTH Aachen, RWTH Aachen university, Aachen, Germany
| | - Qinghe Zeng
- Centre d'Histologie, d'Imagerie et de Cytométrie (CHIC), Centre de Recherche des Cordeliers, Paris, France
- Laboratoire d'Informatique Paris Descartes (LIPADE), Université Paris Cité, Paris, France
| | - Pascale Maille
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Loetitia Favre
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Anaïs Pujals
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Christophe Klein
- Centre d'Histologie, d'Imagerie et de Cytométrie (CHIC), Centre de Recherche des Cordeliers, Paris, France
- INSERM, Sorbonne Université, Université Paris Cité, Paris, France
| | - Céline Bazille
- Caen University Hospital, Department of Pathology, Caen, France
| | - Lara R Heij
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany
| | - Arnaud Uguen
- CHRU Brest, Department of Pathology, Brest, 29220, France
- Univ Brest, Inserm, CHU de Brest, LBAI, UMR1227, Brest, France
| | - Tom Luedde
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Luca Di Tommaso
- Department of Pathology, Humanitas University, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Aurélie Beaufrère
- Assistance Publique-Hôpitaux de Paris, Beaujon University Hospital, Department of Pathology, F-92110, Clichy, France
- Université de Paris, Inflammation Research Center, Inserm, U1149, CNRS, ERL8252, F-75018, Paris, France
| | | | | | - Cong Trung Nguyen
- Department of Pathology, E Hospital, Hanoi Medical University, Hanoi, Vietnam
| | - Hiep Nguyen-Canh
- Pathology Center, Bachmai Hospital, Hanoi, Vietnam
- Department of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
| | - Khuyen Nguyen Thi
- Pathology and Molecular biology Center, National Cancer Hospital, Hanoi, Vietnam
| | - Viviane Gnemmi
- University Lille, UMR9020-U1277, Cancer Heterogeneity Plasticity and Resistance to Therapies, Lille, France
- CHU Lille, Institute of Pathology, Lille, France
| | - Rondell P Graham
- Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, MN, USA
| | - Frédéric Charlotte
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Pathology, Paris, France
| | - Dominique Wendum
- Assistance Publique-Hôpitaux de Paris, Saint-Antoine University Hospital, Department of Pathology, Paris, France
| | - Mukul Vij
- Department of Pathology, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Daniela S Allende
- Department of Hepatobiliary Pathology, Cleveland Clinic Foundation, Cleveland, OH, USA
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L25, Cleveland, OH, 44195, USA
| | - Federico Aucejo
- Department of Gastrointestinal and Hepatobiliary Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Alba Diaz
- Barcelona Clinic Liver Cancer (BCLC) Group, Department of Pathology, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Benjamin Rivière
- Department of Pathology, Gui-de-Chauliac University Hospital, 80, avenue Augustin-Fliche, 34295, Montpellier, France
| | - Astrid Herrero
- Department of Digestive and Hepatobiliary Surgery, Gui-de-Chauliac University Hospital, 80, avenue Augustin-Fliche, 34295, Montpellier, France
| | - Katja Evert
- Institute of Pathology, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053, Regensburg, Germany
| | - Diego Francesco Calvisi
- Institute of Pathology, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053, Regensburg, Germany
| | - Jérémy Augustin
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Wei Qiang Leow
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Howard Ho Wai Leung
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | | | - Mohamed Rela
- Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Arnaud François
- Rouen University Hospital, Department of Pathology, Rouen, France
| | - Anthony Wing-Hung Cha
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Alejandro Forner
- Barcelona Clinic Liver Cancer (BCLC), Liver Unit, Hospital Clinic of Barcelona, IDIBAPS, CIBEREHD, Universidad de Barcelona, Barcelona, Spain
| | - Maria Reig
- Barcelona Clinic Liver Cancer (BCLC), Liver Unit, Hospital Clinic of Barcelona, IDIBAPS, CIBEREHD, Universidad de Barcelona, Barcelona, Spain
| | - Manon Allaire
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Hepatology, Paris, France
| | - Olivier Scatton
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Denis Chatelain
- Centre Hospitalier Universitaire d'Amiens, Département de Pathologie, Amiens, France
| | | | - Nathalie Sturm
- Department of Pathology, University Hospital, Grenoble, France
- Translational Innovation in Medicine and Complexity, Centre National de la Recherche Scientifique UMR5525, La Tronche, France
| | - Benjamin Menahem
- Caen University Hospital, Department of Digestive and Hepatobiliary Surgery, Caen, France
| | - Eric Frouin
- Poitiers University Hospital, Department of Pathology, Poitiers, France
- LITEC, Université de Poitiers, Poitiers, France
| | - David Tougeron
- Poitiers University Hospital, Department of Hepatogastroenterology and Oncology, Poitiers, France
| | - Christophe Tournigand
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Medical Oncology, Créteil, France
| | - Emmanuelle Kempf
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Medical Oncology, Créteil, France
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | | | | | - Purva Gopal
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Raffaele Brustia
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Digestive and Hepatobiliary Surgery, Créteil, France
| | - Eric Vibert
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Kornelius Schulze
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Darius F Rüther
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sören A Weidemann
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rami Rhaiem
- Reims University Hospital, Department of Digestive and Hepatobiliary Surgery, Reims, France
| | - Jean-Michel Pawlotsky
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Inserm, U955, Team 18, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Xuchen Zhang
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Alain Luciani
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Medical Imaging, Créteil, France
| | - Sébastien Mulé
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Medical Imaging, Créteil, France
| | - Alexis Laurent
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Digestive and Hepatobiliary Surgery, Créteil, France
| | - Giuliana Amaddeo
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Hepatology, Créteil, France
| | - Hélène Regnault
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Hepatology, Créteil, France
| | - Eleonora De Martin
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Hepatology, Paris, France
| | - Christine Sempoux
- Institute of Pathology, Lausanne University Hospital (CHUV), University of Lausanne (UNIL), Lausanne, Switzerland
| | - Pooja Navale
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Maria Westerhoff
- Department of Pathology University of Michigan, Ann Arbor, MI, USA
| | - Regina Cheuk-Lam Lo
- Department of Pathology, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
- State Key Laboratory of Liver Research, (The University of Hong Kong), Pok Fu Lam, Hong Kong, China
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Annette Gouw
- Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, the Netherlands
| | - Catherine Guettier
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
- Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, the Netherlands
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Pathology, Villejuif, France
| | - Marie Lequoy
- Assistance Publique-Hôpitaux de Paris, Saint Antoine University Hospital, Department of Hepatology, Paris, France
| | - Kenichi Harada
- Department of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
| | - Pimsiri Sripongpun
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | | | - Nicolas Loménie
- Laboratoire d'Informatique Paris Descartes (LIPADE), Université Paris Cité, Paris, France
| | - Jarukit Tantipisit
- Prince of Songkla University, Department of Pathology, Hat Yai, Thailand
| | - Apichat Kaewdech
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Jeanne Shen
- Center for Artificial Intelligence in Medicine and Imaging, Stanford University, 1701 Page Mill Road, Palo Alto, CA, 94304, USA
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Valérie Paradis
- Assistance Publique-Hôpitaux de Paris, Beaujon University Hospital, Department of Pathology, F-92110, Clichy, France
- Université de Paris, Inflammation Research Center, Inserm, U1149, CNRS, ERL8252, F-75018, Paris, France
| | - Stefano Caruso
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Jakob Nikolas Kather
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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6
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Zeng Q, Klein C, Caruso S, Maille P, Allende DS, Mínguez B, Iavarone M, Ningarhari M, Casadei-Gardini A, Pedica F, Rimini M, Perbellini R, Boulagnon-Rombi C, Heurgué A, Maggioni M, Rela M, Vij M, Baulande S, Legoix P, Lameiras S, Bruges L, Gnemmi V, Nault JC, Campani C, Rhee H, Park YN, Iñarrairaegui M, Garcia-Porrero G, Argemi J, Sangro B, D'Alessio A, Scheiner B, Pinato DJ, Pinter M, Paradis V, Beaufrère A, Peter S, Rimassa L, Di Tommaso L, Vogel A, Michalak S, Boursier J, Loménie N, Ziol M, Calderaro J. Artificial intelligence-based pathology as a biomarker of sensitivity to atezolizumab-bevacizumab in patients with hepatocellular carcinoma: a multicentre retrospective study. Lancet Oncol 2023; 24:1411-1422. [PMID: 37951222 DOI: 10.1016/s1470-2045(23)00468-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 11/13/2023]
Abstract
BACKGROUND Clinical benefits of atezolizumab plus bevacizumab (atezolizumab-bevacizumab) are observed only in a subset of patients with hepatocellular carcinoma and the development of biomarkers is needed to improve therapeutic strategies. The atezolizumab-bevacizumab response signature (ABRS), assessed by molecular biology profiling techniques, has been shown to be associated with progression-free survival after treatment initiation. The primary objective of our study was to develop an artificial intelligence (AI) model able to estimate ABRS expression directly from histological slides, and to evaluate if model predictions were associated with progression-free survival. METHODS In this multicentre retrospective study, we developed a model (ABRS-prediction; ABRS-P), which was derived from the previously published clustering-constrained attention multiple instance learning (or CLAM) pipeline. We trained the model fit for regression analysis using a multicentre dataset from The Cancer Genome Atlas (patients treated by surgical resection, n=336). The ABRS-P model was externally validated on two independent series of samples from patients with hepatocellular carcinoma (a surgical resection series, n=225; and a biopsy series, n=157). The predictive value of the model was further tested in a series of biopsy samples from a multicentre cohort of patients with hepatocellular carcinoma treated with atezolizumab-bevacizumab (n=122). All samples in the study were from adults (aged ≥18 years). The validation sets were sampled between Jan 1, 2008, to Jan 1, 2023. For the multicentre validation set, the primary objective was to assess the association of high versus low ABRS-P values, defined relative to cross-validation median split thresholds in the first biopsy series, with progression-free survival after treatment initiation. Finally, we performed spatial transcriptomics and matched prediction heatmaps with in situ expression profiles. FINDINGS Of the 840 patients sampled, 641 (76%) were male and 199 (24%) were female. Across the development and validation datasets, hepatocellular carcinoma risk factors included alcohol intake, hepatitis B and C virus infections, and non-alcoholic steatohepatitis. Using cross-validation in the development series, the mean Pearson's correlation between ABRS-P values and ABRS score (mean expression of ABRS genes) was r=0·62 (SD 0·09; mean p<0·0001, SD<0·0001). The ABRS-P generalised well on the external validation series (surgical resection series, r=0·60 [95% CI 0·51-0·68], p<0·0001; biopsy series, r=0·53 [0·40-0·63], p<0·0001). In the 122 patients treated with atezolizumab-bevacizumab, those with ABRS-P-high tumours (n=74) showed significantly longer median progression-free survival than those with ABRS-P-low tumours (n=48) after treatment initiation (12 months [95% CI 7-not reached] vs 7 months [4-9]; p=0·014). Spatial transcriptomics showed significantly higher ABRS score, along with upregulation of various other immune effectors, in tumour areas with high ABRS-P values versus areas with low ABRS-P values. INTERPRETATION Our study indicates that AI applied on hepatocellular carcinoma digital slides is able to serve as a biomarker for progression-free survival in patients treated with atezolizumab-bevacizumab. This approach could be used in the development of inexpensive and fast biomarkers for targeted therapies. The combination of AI heatmaps with spatial transcriptomics provides insight on the molecular features associated with predictions. This methodology could be applied to other cancers or diseases and improve understanding of the biological mechanisms that drive responses to treatments. FUNDING Institut National du Cancer, Fondation ARC, China Scholarship Council, Ligue Contre le Cancer du Val de Marne, Fondation de l'Avenir, Ipsen, and Fondation Bristol Myers Squibb Pour la Recherche en Immuno-Oncologie.
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Affiliation(s)
- Qinghe Zeng
- Centre d'Histologie, d'Imagerie et de Cytométrie, Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université Paris Cité, Paris, France; Laboratoire d'Informatique Paris Descartes, Université Paris Cité, Paris, France
| | - Christophe Klein
- Centre d'Histologie, d'Imagerie et de Cytométrie, Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université Paris Cité, Paris, France
| | - Stefano Caruso
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France
| | - Pascale Maille
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France
| | - Daniela S Allende
- Pathology Department and Robert J Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Beatriz Mínguez
- Liver Unit, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Liver Cancer Research Group, Liver Diseases, Vall d'Hebron Institut de Recerca, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
| | - Massimo Iavarone
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Massih Ningarhari
- Centre Hospitalier Universitaire de Lille, Hôpital Huriez, Maladies de l'Appareil Digestif, Lille, France; Université de Lille, INSERM, INFINITE, Lille, France
| | - Andrea Casadei-Gardini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | | | - Margherita Rimini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | - Riccardo Perbellini
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Camille Boulagnon-Rombi
- Reims University Hospital, Department of Pathology, Reims, France; Research Unit CNRS UMR 7369 MEDyC, Université de Reims Champagne-Ardenne, Faculté de Médecine de Reims, Reims, France
| | | | - Marco Maggioni
- Department of Pathology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mohamed Rela
- The Institute of Liver Disease and Transplantation, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Mukul Vij
- Department of Pathology, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Sylvain Baulande
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Patricia Legoix
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Sonia Lameiras
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Léa Bruges
- Centre Hospitalier Universitaire de Lille, Hôpital Huriez, Maladies de l'Appareil Digestif, Lille, France; Université de Lille, INSERM, INFINITE, Lille, France
| | - Viviane Gnemmi
- Service d'Anatomie Pathologique, Centre de Biologie Pathologique, CHU Lille, Lille, France; JPARC-Jean-Pierre Aubert Research Center, Lille, France
| | - Jean-Charles Nault
- AP-HP Paris Nord, Hôpital Universitaire Avicenne, Service d'Hépatologie, Paris, France; Centre de Recherche des Cordeliers, Sorbonne Université, Paris, France; INSERM, Université de Paris Cité, Functional Genomics of Solid Tumors, Paris, France
| | - Claudia Campani
- Centre de Recherche des Cordeliers, Sorbonne Université, Paris, France; INSERM, Université de Paris Cité, Functional Genomics of Solid Tumors, Paris, France
| | - Hyungjin Rhee
- Department of Radiology, Research Institute of Radiological Science, Center for Clinical Imaging Data Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Young Nyun Park
- Department of Pathology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea; Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, South Korea
| | - Mercedes Iñarrairaegui
- Liver Unit, Clínica Universidad de Navarra, Pamplona, Spain; Department of Internal Medicine, Clínica Universidad de Navarra, Pamplona, Spain; Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain; Centro de Investigación Sanitaria en Red de Enfermedades Hepáticas y Digestivas, Madrid, Spain
| | | | - Josepmaria Argemi
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain; Hepatology Program, Centro de Investigación Médica Aplicada, Universidad de Navarra, Pamplona, Spain
| | - Bruno Sangro
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain; Hepatology Program, Centro de Investigación Médica Aplicada, Universidad de Navarra, Pamplona, Spain
| | - Antonio D'Alessio
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - David James Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale "A Avogadro", Novara, Italy
| | - Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Valérie Paradis
- Centre de Recherche sur l'Inflammation, INSERM 1149, Université Paris Cité, Paris, France; Pathology Department, Beaujon Hospital, AP-HP Nord, Clichy, France
| | - Aurélie Beaufrère
- Centre de Recherche sur l'Inflammation, INSERM 1149, Université Paris Cité, Paris, France; Pathology Department, Beaujon Hospital, AP-HP Nord, Clichy, France
| | - Simon Peter
- Department of Gastroenterology, Hepatology and Endocrinology and Center for Personalized Medicine, Hannover Medical School, Hannover, Germany
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Pathology Unit, Humanitas Cancer Center IRCCS Humanitas Research Hospital, Milan, Italy
| | - Arndt Vogel
- Department of Gastroenterology, Hepatology and Endocrinology and Center for Personalized Medicine, Hannover Medical School, Hannover, Germany
| | - Sophie Michalak
- Laboratoire HIFIH, EA 3859, Université d'Angers, Angers, France; Angers University Hospital, Department of Pathology, Angers, France
| | - Jérôme Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire Hémodynamique, Interaction Fibrose et Invasivité Tumorales Hépatiques, University Paris Research, Structure Fédérative de Recherche, Interactions Cellulaires et Applications Thérapeutiques 4208, University of Angers, Angers, France
| | - Nicolas Loménie
- Laboratoire d'Informatique Paris Descartes, Université Paris Cité, Paris, France
| | - Marianne Ziol
- Centre de Ressources Biologiques (BB-0033-00027) Hôpitaux Universitaires Paris-Seine-Saint-Denis, AP-HP, Bobigny, France; Service d'Anatomie Pathologique, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, AP-HP, Bobigny, France
| | - Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France.
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Russo E, Guizzardi M, Canali L, Gaino F, Costantino A, Mazziotti G, Lania A, Uccella S, Di Tommaso L, Ferreli F, Malvezzi L, Spriano G, Mercante G. Preoperative systemic inflammatory markers as prognostic factors in differentiated thyroid cancer: a systematic review and meta-analysis. Rev Endocr Metab Disord 2023; 24:1205-1216. [PMID: 37828383 DOI: 10.1007/s11154-023-09845-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/06/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND Inflammation has been associated with tumor development and circulating inflammatory biomarkers have been proposed as possible predictors of recurrence of several solid tumors. However, the role of inflammation markers in differentiated thyroid carcinoma (DTC) is still uncertain. OBJECTIVE This meta-analysis aimed to assess the prognostic value of neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), and platelet-to-lymphocyte ratio (PLR) in patients with DTC. METHODS Studies investigating the association between survival and preoperative circulating inflammatory markers in DTC patients were included. The primary outcome was disease-free survival (DFS). Cumulative logarithms of the hazard ratio (log-HRs) with 95% CI were calculated through the inverse variance method using a random-effects model. RESULTS A total of 7599 patients with a mean age of 48.89 (95% CI 44.16-53.63) were included. The estimated pooled log-HRs for DFS were 0.07 for NLR (95% CI -0.12-0.26; p = 0.43), -0.58 for LMR (95% CI -1.21-0.05; p = 0.06), and 0.01 (95% CI 0-0.01; p = 0.21) for PLR. CONCLUSIONS Our meta-analysis showed no association between NLR, PLR, LMR and DFS in DTC; however, more prospective data are needed to better define the association between inflammatory status and prognosis of DTC.
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Affiliation(s)
- Elena Russo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Mathilda Guizzardi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
| | - Luca Canali
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy.
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy.
| | - Francesca Gaino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Andrea Costantino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Gherardo Mazziotti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Endocrinology, Diabetology and Medical Andrology Unit, IRCSS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Andrea Lania
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Endocrinology, Diabetology and Medical Andrology Unit, IRCSS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Silvia Uccella
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Department of Pathology, IRCSS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Department of Pathology, IRCSS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Fabio Ferreli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Luca Malvezzi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Giuseppe Mercante
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele-Milan, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
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8
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Carrara S, Fantin A, Khalaf K, Rizkala T, Koleth G, Andreozzi M, Spadaccini M, Colombo M, Gruppo M, Bonifacio C, Gavazzi F, Capretti GL, Ridolfi C, Nappo G, Spaggiari P, Tommaso LD, Sollai M, Zerbi A, Maselli R, Fugazza A, Hassan C, Facciorusso A, Repici A. Exploring a novel composite method using non-contrast EUS enhanced microvascular imaging and cyst fluid analysis to differentiate pancreatic cystic lesions. Dig Liver Dis 2023; 55:1548-1553. [PMID: 37612214 DOI: 10.1016/j.dld.2023.08.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 07/07/2023] [Accepted: 08/03/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND AND AIMS Differentiating pancreatic cystic lesions (PCLs) remains a diagnostic challenge. The use of high-definition imaging modalities which detect tumor microvasculature have been described in solid lesions. We aim to evaluate the usefulness of cystic microvasculature when used in combination with cyst fluid biochemistry to differentiate PCLs. METHODS We retrospectively analyzed 110 consecutive patients with PCLs from 2 Italian Hospitals who underwent EUS with H-Flow and EUS fine needle aspiration to obtain cystic fluid. The accuracy of fluid biomarkers was evaluated against morphological features on radiology and EUS. Gold standard for diagnosis was surgical resection. A clinical and radiological follow up was applied in those patients who were not resected because not surgical indication and no signs of malignancy were shown. RESULTS Of 110 patients, 65 were diagnosed with a mucinous cyst, 41 with a non-mucinous cyst, and 4 with an undetermined cyst. Fluid analysis alone yielded 76.7% sensitivity, 56.7% specificity, 77.8 positive predictive value (PPV), 55.3 negative predictive value (NPV) and 56% accuracy in diagnosing pancreatic cysts alone. Our composite method yielded 97.3% sensitivity, 77.1% specificity, 90.1% PPV, 93.1% NPV, 73.2% accuracy. CONCLUSIONS This new composite could be applied to the holistic approach of combining cyst morphology, vascularity, and fluid analysis alongside endoscopist expertise.
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Affiliation(s)
- Silvia Carrara
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy.
| | - Alberto Fantin
- Unit of Surgical Oncology of Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy
| | - Kareem Khalaf
- Division of Gastroenterology, St. Michael's Hospital, University of Toronto, Toronto, Canada
| | - Tommy Rizkala
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
| | - Glenn Koleth
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Marta Andreozzi
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Marco Spadaccini
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Matteo Colombo
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Mario Gruppo
- Unit of Surgical Oncology of Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy
| | | | - Francesca Gavazzi
- Humanitas Research Hospital -IRCCS, Pancreatic Surgery Unit, Rozzano, Italy
| | | | - Cristina Ridolfi
- Humanitas Research Hospital -IRCCS, Pancreatic Surgery Unit, Rozzano, Italy
| | - Gennaro Nappo
- Humanitas Research Hospital -IRCCS, Pancreatic Surgery Unit, Rozzano, Italy
| | - Paola Spaggiari
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Luca Di Tommaso
- Humanitas Research Hospital -IRCCS, Pathology Unit, Rozzano, Italy
| | - Mauro Sollai
- Humanitas Research Hospital -IRCCS, Pathology Unit, Rozzano, Italy
| | - Alessandro Zerbi
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy; Humanitas Research Hospital -IRCCS, Pancreatic Surgery Unit, Rozzano, Italy
| | - Roberta Maselli
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy; Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
| | | | - Cesare Hassan
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy; Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
| | - Antonio Facciorusso
- Section of Gastroenterology, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Alessandro Repici
- Humanitas Research Hospital -IRCCS-, Endoscopy Unit, Rozzano, Italy; Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
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De Virgilio A, Veneroni MV, Costantino A, Festa BM, Fiamengo B, Sebastiani D, Spriano G, Di Tommaso L. Tumor-infiltrating lymphocytes and tumor-associated macrophages as potential predictors of lymph node metastases in major salivary gland cancers. Front Med (Lausanne) 2023; 10:1163565. [PMID: 37465638 PMCID: PMC10350643 DOI: 10.3389/fmed.2023.1163565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/06/2023] [Indexed: 07/20/2023] Open
Abstract
Purpose The purpose of this study is to define if tumor-infiltrating lymphocytes (TILs) and tumor-associated macrophages (TAMs) could represent potential predictors of lymph node metastases (LNM) in salivary gland cancers (SGC). Methods A selected number of immunohistochemical markers related to TILs (CD3, CD4, CD68, and FOXP3) and TAMs (CD68 and CD163) were investigated on major salivary gland cancers. TIL and TAM densities were measured on digital images using the open-source QuPath both in the tumor interior (TI) and invasive margin (IM). Correlation with pathologic N classification and follow-up clinical data was investigated. Results A total of 25 consecutive patients (men: 11; median age: 62.0) were included. Densities of CD3+ IM (OR = 7.7, 95% CI 1.2-51.2), CD8+ TI (OR = 7.7, 95% CI 1.2-51.2), CD8+ IM (OR = 7.7, 95% CI 1.2-51.2), FOXP3+ TI (OR = 24.0, 95% CI 2.2-255.9), CD68+ TI (OR = 7.7, 95% CI 1.2-51.2), and CD163+ IM (OR = 7.7, 95% CI 1.2 - 51.2), and the Immunoscore CD8/CD3 (OR = 1.9, 95% CI 1.1-3.4) were significantly associated with LNM (p < 0.05). CD3+ TI density was significantly associated with tumor recurrence and death (HR = 5.8, 95% CI 1.5-22.6; p < 0.05). Conclusion A high density of specific TIL and TAM subpopulations might be correlated with a higher probability of LNM in SGC.
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Affiliation(s)
- Armando De Virgilio
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
| | | | - Andrea Costantino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
| | - Bianca Maria Festa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
| | - Barbara Fiamengo
- Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
| | - Daniela Sebastiani
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy
- Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, MI, Italy
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10
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Veneroni MV, Festa BM, Costantino A, Spriano G, Mercante G, De Virgilio A, Di Tommaso L. Prognostic Impact of Tumor Immune Microenvironment and Its Predictive Role in Salivary Gland Cancer. Head Neck Pathol 2023; 17:515-527. [PMID: 36723850 PMCID: PMC10293532 DOI: 10.1007/s12105-023-01528-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND Recently, many studies have investigated the role of tumor immune microenvironment (TIME) in carcinogenesis, highlighting its relation to both tumor regression and progression. In particular, the "inflammatory system", made of innate and adaptive immune cells, interacts with cancer cells and their surrounding stroma. In this setting, the aim of this review is to summarize the current literature regarding the TIME of major salivary gland carcinomas (MSGCs), with particular attention on the characteristics and prognostic role of tumor infiltrating lymphocytes (TILs), the mechanisms that lead to TILs exhaustion and the important additional immune infiltrating factors that help SGC progression or remission. METHODS A comprehensive literature search was performed concerning published articles on the role of TIME in MSGCs. RESULTS In this work we summarize the advancing knowledge on TIME in SGCs by demonstrating the key prognostic and/or predictive value of specific immune features. CONCLUSION From the analysis of the current 'status of the art' it clearly emerges a need for precise, unambiguous phenotyping of immune cell populations, as well as a more thorough understanding of the frequencies and interactions of multiple immune cell types inside the TIME and their spatial localization (intratumoral vs. stromal).
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Affiliation(s)
- Maria Vittoria Veneroni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
| | - Bianca Maria Festa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Andrea Costantino
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Giuseppe Mercante
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Armando De Virgilio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy.
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy.
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Pathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
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11
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Costa G, Sposito C, Soldani C, Polidoro MA, Franceschini B, Marchesi F, Nasir FD, Virdis M, Vingiani A, Leo A, Di Tommaso L, Kotha S, Mantovani A, Mazzaferro V, Donadon M, Torzilli G. Macrophage morphology and distribution are strong predictors of prognosis in resected colorectal liver metastases: results from an external retrospective observational study. Int J Surg 2023; 109:1311-1317. [PMID: 37037585 PMCID: PMC10389408 DOI: 10.1097/js9.0000000000000374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/24/2023] [Indexed: 04/12/2023]
Abstract
INTRODUCTION Tumor-associated macrophages (TAMs) are key components of a tumoral microenvironment and have been shown to impact prognosis in different cancers. Previously reported data showed that TAM morphology correlates with prognosis in colorectal liver metastases (CLMs) after hepatectomy, with smaller TAMs (S-TAMs) conferring a more favorable prognosis than larger ones (L-TAMs). This study aims to externally validate this finding. MATERIAL AND METHODS The external cohort consisted of 84 formalin-fixed and paraffin-embedded surgical samples of CLMs and peritumoral tissue. Two-micrometer-section slides were obtained; the area and perimeter of 21 macrophages in each slide were recorded. The endpoints were TAMs morphometrics and their prognostic significance in relation to disease-free survival (DFS). RESULTS The average macrophage perimeter was 71.5±14.1 μm whilst the average area was 217.7±67.8 μm 2 . At univariate analysis, the TAM area demonstrated a statistically significant association with DFS ( P =0.0006). Optimal area cutoff value was obtained, showing a sensitivity and specificity of 92 and 56%, respectively. S-TAMs and L-TAMs were associated with 3-year DFS rates of 60 and 8.5%, respectively ( P <0.001). Multivariate analysis confirmed the predictive role of TAM area for DFS [hazard ratio (HR)=5.03; 95% CI=1.70-14.94; P =0.003]. Moreover, in a subset of patients ( n =12) characterized by unfavorable ( n =6, recurrence within 3 months) or favorable ( n =6, no recurrence after 48 months) prognosis, TAMs showed a different distribution: L-TAMs were more abundant and closer to the tumor invasive margin in patients that encountered early recurrence and tended to cluster in foci significantly larger ( P =0.02). CONCLUSIONS This external validation confirms that morphometric characterization of TAMs can serve as a simple readout of their diversity and allows to reliably stratify patient outcomes and predict disease recurrence after hepatectomy for CLMs.
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Affiliation(s)
- Guido Costa
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan
- Department of Hepatobiliary and General Surgery
| | - Carlo Sposito
- Department of Oncology and Hemato-Oncology, University of Milan
- Department of Surgery, HPB Surgery and Liver Transplant Unit, Istituto Nazionale Tumori Fondazione IRCCS, Milan
| | | | | | | | - Federica Marchesi
- Department of Biotechnology and Translational Medicine
- Department of Immunology and Inflammation
| | | | | | | | - Ana Leo
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan
- Division of Internal Medicine and Hepatology, Department of Gastroenterology
| | - Luca Di Tommaso
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan
- Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan
| | - Soumya Kotha
- Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan
| | - Alberto Mantovani
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan
- Department of Immunology and Inflammation
- William Harvey Research Institute, Queen Mary University, London, UK
| | - Vincenzo Mazzaferro
- Department of Oncology and Hemato-Oncology, University of Milan
- Department of Surgery, HPB Surgery and Liver Transplant Unit, Istituto Nazionale Tumori Fondazione IRCCS, Milan
| | - Matteo Donadon
- Department of Hepatobiliary and General Surgery
- Department of Surgery, University Maggiore Hospital della Carità
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - Guido Torzilli
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan
- Department of Hepatobiliary and General Surgery
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12
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Klinger F, Vinci V, Lozito A, Agnelli B, Lisa A, Battistini A, Bonovas S, Piovani D, Klinger M, Di Tommaso L. Quantitative Analysis of the Histological Features of Tuberous Breast. Aesthetic Plast Surg 2023; 47:605-611. [PMID: 36203098 DOI: 10.1007/s00266-022-03127-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 09/25/2022] [Indexed: 11/01/2022]
Abstract
INTRODUCTION Tuberous breast deformity (TB) is a condition mostly characterized by breast stenosis, areolar widening and glandular asymmetry. The most accredited hypothesis describes an abnormal thickening of the fascia corporis that might influence an alteration in the glandular development, limiting the horizontal growth of breast parenchyma. Alterations in the extracellular matrix components (ECM) might be involved in the abnormal breast development. PATIENTS The aim of our case control study is to use histological specimens to analyze qualitative and quantitative differences in collagen fibers, elastic fibers and vessel densities in TB and normal breasts of 20 patients using a software for digital pathology. RESULTS The quantitative findings showed increasing concentrations of collagen fibers and decreasing elastic fibers in TB, compared to normal breasts. No difference was seen in vessel density among the two groups. The qualitative findings highlighted differences in the distribution of the ECM among the TB specimens. Collagen fibers showed a packed appearance rather a scattered distribution, while elastic fibers visibly presented a reduction and a focal distribution of their concentration. CONCLUSIONS The study proposes a correlation between abnormalities in ECM concentrations and TB, resulting in a higher degree of fibrosis and in the characteristic stenotic and less elastic morphology of the deformity. LEVEL OF EVIDENCE IV This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .
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Affiliation(s)
- Francesco Klinger
- Department of Health Sciences, Ospedale San Paolo, University of Milan, Via Antonio di Rudinì, 8, 20142, Milan, Italy
| | - Valeriano Vinci
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele - Milan, Italy.
- Humanitas Clinical and Research Center - IRCCS, Via Manzoni 56, 20089, Rozzano - Milan, Italy.
| | - Alessia Lozito
- Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele, MI, Italy
| | - Benedetta Agnelli
- Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele, MI, Italy
| | - Andrea Lisa
- Plastic Surgery Unit, Department of Medical Biotechnology and Translational Medicine BIOMETRA, Humanitas Clinical and Research Hospital, Reconstructive and Aesthetic Plastic Surgery School, University of Milan, Via Manzoni 56, 20090, Rozzano, MI, Italy
| | - Andrea Battistini
- Plastic Surgery Unit, Department of Medical Biotechnology and Translational Medicine BIOMETRA, Humanitas Clinical and Research Hospital, Reconstructive and Aesthetic Plastic Surgery School, University of Milan, Via Manzoni 56, 20090, Rozzano, MI, Italy
| | - Stefanos Bonovas
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele - Milan, Italy
- Humanitas Clinical and Research Center - IRCCS, Via Manzoni 56, 20089, Rozzano - Milan, Italy
| | - Daniele Piovani
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele - Milan, Italy
- Humanitas Clinical and Research Center - IRCCS, Via Manzoni 56, 20089, Rozzano - Milan, Italy
| | - Marco Klinger
- Plastic Surgery Unit, Department of Medical Biotechnology and Translational Medicine BIOMETRA, Humanitas Clinical and Research Hospital, Reconstructive and Aesthetic Plastic Surgery School, University of Milan, Via Manzoni 56, 20090, Rozzano, MI, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele - Milan, Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, MI, Italy
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13
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Anichini G, Raggi C, Pastore M, Carrassa L, Maresca L, Crivaro E, Lottini T, Duwe L, Andersen JB, Tofani L, Di Tommaso L, Banales JM, Arcangeli A, Marra F, Stecca B. Combined Inhibition of Smoothened and the DNA Damage Checkpoint WEE1 Exerts Antitumor Activity in Cholangiocarcinoma. Mol Cancer Ther 2023; 22:343-356. [PMID: 36807728 PMCID: PMC9978885 DOI: 10.1158/1535-7163.mct-22-0379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 10/24/2022] [Accepted: 12/01/2022] [Indexed: 02/23/2023]
Abstract
Cholangiocarcinoma (CCA) is characterized by resistance to chemotherapy and a poor prognosis. Therefore, treatments that can effectively suppress tumor growth are urgently needed. Aberrant activation of hedgehog (HH) signaling has been implicated in several cancers, including those of the hepatobiliary tract. However, the role of HH signaling in intrahepatic CCA (iCCA) has not been completely elucidated. In this study, we addressed the function of the main transducer Smoothened (SMO) and the transcription factors (TFs) GLI1 and GLI2 in iCCA. In addition, we evaluated the potential benefits of the combined inhibition of SMO and the DNA damage kinase WEE1. Transcriptomic analysis of 152 human iCCA samples showed increased expression of GLI1, GLI2, and Patched 1 (PTCH1) in tumor tissues compared with nontumor tissues. Genetic silencing of SMO, GLI1, and GLI2 inhibited the growth, survival, invasiveness, and self-renewal of iCCA cells. Pharmacologic inhibition of SMO reduced iCCA growth and viability in vitro, by inducing double-strand break DNA damage, leading to mitotic arrest and apoptotic cell death. Importantly, SMO inhibition resulted in the activation of the G2-M checkpoint and DNA damage kinase WEE1, increasing the vulnerability to WEE1 inhibition. Hence, the combination of MRT-92 with the WEE1 inhibitor AZD-1775 showed increased antitumor activity in vitro and in iCCA xenografts compared with single treatments. These data indicate that combined inhibition of SMO and WEE1 reduces tumor burden and may represent a strategy for the clinical development of novel therapeutic approaches in iCCA.
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Affiliation(s)
- Giulia Anichini
- Core Research Laboratory - Institute for Cancer Research and Prevention (ISPRO), Florence, Italy
| | - Chiara Raggi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Mirella Pastore
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Laura Carrassa
- Core Research Laboratory - Institute for Cancer Research and Prevention (ISPRO), Florence, Italy
| | - Luisa Maresca
- Core Research Laboratory - Institute for Cancer Research and Prevention (ISPRO), Florence, Italy
| | - Enrica Crivaro
- Core Research Laboratory - Institute for Cancer Research and Prevention (ISPRO), Florence, Italy
| | - Tiziano Lottini
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Lea Duwe
- Biotech Research and Innovation Centre (BRIC), Dept. of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jesper B Andersen
- Biotech Research and Innovation Centre (BRIC), Dept. of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lorenzo Tofani
- Department of Statistics, University of Florence, Florence, Italy
| | - Luca Di Tommaso
- Pathology Department, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Jesus M Banales
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute - Donostia University Hospital, University of the Basque Country (UPV/EHU), San Sebastian, Spain.,National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, "Instituto de Salud Carlos III"), Madrid, Spain.,Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Annarosa Arcangeli
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Fabio Marra
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Barbara Stecca
- Core Research Laboratory - Institute for Cancer Research and Prevention (ISPRO), Florence, Italy
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14
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Cortese N, Carriero R, Barbagallo M, Putignano AR, Costa G, Giavazzi F, Grizzi F, Pasqualini F, Peano C, Basso G, Marchini S, Colombo FS, Soldani C, Franceschini B, Di Tommaso L, Terracciano L, Donadon M, Torzilli G, Kunderfranco P, Mantovani A, Marchesi F. High-resolution analysis of mononuclear phagocytes reveals GPNMB as a prognostic marker in human colorectal liver metastasis. Cancer Immunol Res 2023; 11:405-420. [PMID: 36652202 PMCID: PMC10070171 DOI: 10.1158/2326-6066.cir-22-0462] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 10/18/2022] [Accepted: 01/13/2023] [Indexed: 01/19/2023]
Abstract
Patients with colorectal liver metastasis (CLM) present with heterogenous clinical outcomes and improved classification is needed to ameliorate the therapeutic output. Macrophages (MΦ) hold promise as prognostic classifiers and therapeutic targets. Here, stemming from a single-cell analysis of mononuclear phagocytes infiltrating human CLM, we identified two M markers associated with distinct populations with opposite clinical relevance. The invasive margin of CLM was enriched in pro-inflammatory monocyte-derived MΦ (MoMΦ) expressing the monocytic marker SERPINB2, and a more differentiated population, TAMs, expressing GPNMB. SERPINB2+ MoMΦ had an early inflammatory profile, whereas GPNMB+ TAMs were enriched in pathways of matrix degradation, angiogenesis and lipid metabolism and were found closer to the tumor margin, as confirmed by spatial transcriptomics on CLM specimens. In a cohort of patients, a high infiltration of SERPINB2+ cells independently associated with longer disease-free survival (DFS) (P=0.033), whereas a high density of GPNMB+ cells correlated with shorter DFS (P=0.012) and overall survival (OS) (P=0.002). Cell-cell interaction analysis defined opposing roles for MoMΦ and TAMs, suggesting that SERPINB2+ and GPNMB+ cells are discrete populations of MΦ and may be exploited for further translation to an immune-based stratification tool. This study provides evidence of how multi-omics approaches can identify non-redundant, clinically relevant markers for further translation to immune-based patient stratification tools and therapeutic targets. GPNMB has been shown to set macrophages in an immunosuppressive mode. Our high dimensional analyses provide further evidence that GPNMB is a negative prognostic indicator and a potential player in the pro-tumor function of macrophage populations.
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Affiliation(s)
- Nina Cortese
- IRCCS Humanitas Research Hospital, Rozzano, Milano, Italy
| | | | | | | | | | | | - Fabio Grizzi
- IRCCS Humanitas Research Hospital, Rozzano, Italy
| | | | - Clelia Peano
- Institute of Genetic and Biomedical Research, Milan, Italy
| | - Gianluca Basso
- Humanitas Clinical and Research Center, Rozzano, Milano, Italy
| | | | | | - Cristiana Soldani
- Humanitas University, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milano, Italy
| | | | - Luca Di Tommaso
- Humanitas Clinical and Research Center - IRCCS, Rozzano, Milano, Italy
| | | | - Matteo Donadon
- Humanitas University, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milano, Italy
| | - Guido Torzilli
- Humanitas University, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milano, Italy
| | | | - Alberto Mantovani
- IRCCS Humanitas Clinical and Research Center, Humanitas University, Rozzano, MI, Italy
| | - Federica Marchesi
- IRCCS-Humanitas Clinical and Research Hospital, Pieve Emanuele, Milano, Italy
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15
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Alvisi G, Termanini A, Soldani C, Portale F, Carriero R, Pilipow K, Costa G, Polidoro M, Franceschini B, Malenica I, Puccio S, Lise V, Galletti G, Zanon V, Colombo FS, De Simone G, Tufano M, Aghemo A, Di Tommaso L, Peano C, Cibella J, Iannacone M, Roychoudhuri R, Manzo T, Donadon M, Torzilli G, Kunderfranco P, Di Mitri D, Lugli E, Lleo A. Multimodal single-cell profiling of intrahepatic cholangiocarcinoma defines hyperactivated Tregs as a potential therapeutic target. J Hepatol 2022; 77:1359-1372. [PMID: 35738508 DOI: 10.1016/j.jhep.2022.05.043] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 05/24/2022] [Accepted: 05/31/2022] [Indexed: 01/16/2023]
Abstract
BACKGROUND & AIMS The landscape and function of the immune infiltrate of intrahepatic cholangiocarcinoma (iCCA), a rare, yet aggressive tumor of the biliary tract, remains poorly characterized, limiting development of successful immunotherapies. Herein, we aimed to define the molecular characteristics of tumor-infiltrating leukocytes with a special focus on CD4+ regulatory T cells (Tregs). METHODS We used high-dimensional single-cell technologies to characterize the T-cell and myeloid compartments of iCCA tissues, comparing these with their tumor-free peritumoral and circulating counterparts. We further used genomics and cellular assays to define the iCCA-specific role of a novel transcription factor, mesenchyme homeobox 1 (MEOX1), in Treg biology. RESULTS We found poor infiltration of putative tumor-specific CD39+ CD8+ T cells accompanied by abundant infiltration of hyperactivated CD4+ Tregs. Single-cell RNA-sequencing identified an altered network of transcription factors in iCCA-infiltrating compared to peritumoral T cells, suggesting reduced effector functions by tumor-infiltrating CD8+ T cells and enhanced immunosuppression by CD4+ Tregs. Specifically, we found that expression of MEOX1 was highly enriched in tumor-infiltrating Tregs, and demonstrated that MEOX1 overexpression is sufficient to reprogram circulating Tregs to acquire the transcriptional and epigenetic landscape of tumor-infiltrating Tregs. Accordingly, enrichment of the MEOX1-dependent gene program in Tregs was strongly associated with poor prognosis in a large cohort of patients with iCCA. CONCLUSIONS We observed abundant infiltration of hyperactivated CD4+ Tregs in iCCA tumors along with reduced CD8+ T-cell effector functions. Interfering with hyperactivated Tregs should be explored as an approach to enhance antitumor immunity in iCCA. LAY SUMMARY Immune cells have the potential to slow or halt the progression of tumors. However, some tumors, such as intrahepatic cholangiocarcinoma, are associated with very limited immune responses (and infiltration of cancer-targeting immune cells). Herein, we show that a specific population of regulatory T cells (a type of immune cell that actually suppresses the immune response) are hyperactivated in intrahepatic cholangiocarcinoma. Targeting these cells could enable cancer-targeting immune cells to act more effectively and should be looked at as a potential therapeutic approach to this aggressive cancer type.
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Affiliation(s)
- Giorgia Alvisi
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Alberto Termanini
- Bioinformatics Unit, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Cristiana Soldani
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Federica Portale
- Laboratory of Tumor Microenvironment, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Roberta Carriero
- Bioinformatics Unit, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Karolina Pilipow
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Guido Costa
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Division of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Michela Polidoro
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Barbara Franceschini
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Ines Malenica
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Simone Puccio
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy; Institute of Genetic and Biomedical Research, UoS Milan, National Research Council, Rozzano, Milan, Italy
| | - Veronica Lise
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy; Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy
| | - Giovanni Galletti
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Veronica Zanon
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Federico Simone Colombo
- Flow Cytometry Core, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Gabriele De Simone
- Flow Cytometry Core, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Michele Tufano
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Alessio Aghemo
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Department of Pathology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Clelia Peano
- Institute of Genetic and Biomedical Research, UoS Milan, National Research Council, Rozzano, Milan, Italy; Genomic Unit, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy; Human Technopole, Viale Rita Levi Montalcini 1, 20157, Milan, Italy
| | - Javier Cibella
- Genomic Unit, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Matteo Iannacone
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; Vita-Salute San Raffaele University, 20132 Milan, Italy; Experimental Imaging Centre, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Rahul Roychoudhuri
- Department of Pathology, University of Cambridge, CB2 3QP, United Kingdom
| | - Teresa Manzo
- Department of Experimental Oncology, European Institute of Oncology- IRCCS, Milan, Italy
| | - Matteo Donadon
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Division of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Guido Torzilli
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Division of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Paolo Kunderfranco
- Bioinformatics Unit, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Diletta Di Mitri
- Laboratory of Tumor Microenvironment, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy; Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy
| | - Enrico Lugli
- Laboratory of Translational Immunology, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan, Italy.
| | - Ana Lleo
- Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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16
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Milana F, Famularo S, Luberto A, Rimassa L, Scorsetti M, Comito T, Pressiani T, Franzese C, Poretti D, Di Tommaso L, Personeni N, Rodari M, Pedicini V, Donadon M, Torzilli G. Multidisciplinary Tumor Board in the Management of Patients with Colorectal Liver Metastases: A Single-Center Review of 847 Patients. Cancers (Basel) 2022; 14:3952. [PMID: 36010944 PMCID: PMC9405848 DOI: 10.3390/cancers14163952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 08/12/2022] [Accepted: 08/13/2022] [Indexed: 11/17/2022] Open
Abstract
There is still debate over how reviewing oncological histories and addressing appropriate therapies in multidisciplinary team (MDT) discussions may affect patients’ overall survival (OS). The aim of this study was to describe MDT outcomes for a single cancer center’s patients affected by colorectal liver metastases (CRLMs). From 2010 to 2020, a total of 847 patients with CRLMs were discussed at our weekly MDT meeting. Patients’ characteristics and MDT decisions were analyzed in two groups: patients receiving systemic therapy (ST) versus patients receiving locoregional treatment (LRT). Propensity-score matching (PSM) was run to reduce the risk of selection bias. The median time from MDT indication to treatment was 27 (IQR 13−51) days. The median OS was 30 (95%CI = 27−34) months. After PSM, OS for patients undergoing LRT was 51 (95%CI = 36−64) months compared with 15 (95%CI = 13−20) months for ST patients (p < 0.0001). In this large retrospective study, the MDT discussions were useful in providing the patients with all available locoregional options.
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Affiliation(s)
- Flavio Milana
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Simone Famularo
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Antonio Luberto
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Marta Scorsetti
- Radiotherapy and Radiosurgery Department, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Tiziana Comito
- Radiotherapy and Radiosurgery Department, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Tiziana Pressiani
- Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Ciro Franzese
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Radiotherapy and Radiosurgery Department, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Dario Poretti
- Department of Radiology, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Nicola Personeni
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Marcello Rodari
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Vittorio Pedicini
- Department of Radiology, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Matteo Donadon
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
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17
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Barsch M, Salié H, Schlaak AE, Zhang Z, Hess M, Mayer LS, Tauber C, Otto-Mora P, Ohtani T, Nilsson T, Wischer L, Winkler F, Manne S, Rech A, Schmitt-Graeff A, Bronsert P, Hofmann M, Neumann-Haefelin C, Boettler T, Fichtner-Feigl S, van Boemmel F, Berg T, Rimassa L, Di Tommaso L, Saeed A, D'Alessio A, Pinato DJ, Bettinger D, Binder H, John Wherry E, Schultheiss M, Thimme R, Bengsch B. T-cell exhaustion and residency dynamics inform clinical outcomes in hepatocellular carcinoma. J Hepatol 2022; 77:397-409. [PMID: 35367533 DOI: 10.1016/j.jhep.2022.02.032] [Citation(s) in RCA: 54] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 02/16/2022] [Accepted: 02/28/2022] [Indexed: 12/19/2022]
Abstract
BACKGROUND & AIMS Despite recent translation of immunotherapies into clinical practice, the immunobiology of hepatocellular carcinoma (HCC), in particular the role and clinical relevance of exhausted and liver-resident T cells remain unclear. We therefore dissected the landscape of exhausted and resident T cell responses in the peripheral blood and tumor microenvironment of patients with HCC. METHODS Lymphocytes were isolated from the blood, tumor and tumor-surrounding liver tissue of patients with HCC (n = 40, n = 10 treated with anti-PD-1 therapy). Phenotype, function and response to anti-PD-1 were analyzed by mass and flow cytometry ex vivo and in vitro, tissue residence was further assessed by immunohistochemistry and imaging mass cytometry. Gene signatures were analyzed in silico. RESULTS We identified significant enrichment of heterogeneous populations of exhausted CD8+ T cells (TEX) in the tumor microenvironment. Strong enrichment of severely exhausted CD8 T cells expressing multiple immune checkpoints in addition to PD-1 was linked to poor progression-free and overall survival. In contrast, PD-1 was also expressed on a subset of more functional and metabolically active CD103+ tissue-resident memory T cells (TRM) that expressed few additional immune checkpoints and were associated with better survival. TEX enrichment was independent of BCLC stage, alpha-fetoprotein levels or age as a variable for progression-free survival in our cohort. These findings were in line with in silico gene signature analysis of HCC tumor transcriptomes from The Cancer Genome Atlas. A higher baseline TRM/TEX ratio was associated with disease control in anti-PD-1-treated patients. CONCLUSION Our data provide information on the role of peripheral and intratumoral TEX-TRM dynamics in determining outcomes in patients with HCC. The dynamics between exhausted and liver-resident T cells have implications for immune-based diagnostics, rational patient selection and monitoring during HCC immunotherapies. LAY SUMMARY The role of the immune response in hepatocellular carcinoma (HCC) remains unclear. T cells can mediate protection against tumor cells but are frequently dysfunctional and exhausted in cancer. We found that patients with a predominance of exhausted CD8+ T cells (TEX) had poor survival compared to patients with a predominance of tissue-resident memory T cells (TRM). This correlated with the molecular profile, metabolic and functional status of these cell populations. The enrichment of TEX was independently associated with prognosis in addition to disease stage, age and tumor markers. A high TRM proportion was also associated with better outcomes following checkpoint therapy. Thus, these T-cell populations are novel biomarkers with relevance in HCC.
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Affiliation(s)
- Maryam Barsch
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Henrike Salié
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | | | - Zhen Zhang
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Moritz Hess
- University Medical Center Freiburg, Institute for Medical Biometry and Statistics (IMBI), Germany
| | - Lena Sophie Mayer
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Catrin Tauber
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Patricia Otto-Mora
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Takuya Ohtani
- University of Pennsylvania, Perelman School of Medicine, Institute for Immunology, USA
| | - Tobias Nilsson
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Lara Wischer
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Frances Winkler
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Sasikant Manne
- University of Pennsylvania, Perelman School of Medicine, Institute for Immunology, USA
| | - Andrew Rech
- University of Pennsylvania, Perelman School of Medicine, Institute for Immunology, USA
| | | | - Peter Bronsert
- University Medical Center Freiburg, Institute of Clinical Pathology, Germany
| | - Maike Hofmann
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | | | - Tobias Boettler
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Stefan Fichtner-Feigl
- University Medical Center Freiburg, Clinic for General and Visceral Surgery, Germany
| | - Florian van Boemmel
- Leipzig University Medical Center, Division of Hepatology, Dpt. of Medicine II, Germany
| | - Thomas Berg
- Leipzig University Medical Center, Division of Hepatology, Dpt. of Medicine II, Germany
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Medical Oncology and Hematology Unit, Rozzano (Milan), Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Pathology Unit IRCCS Humanitas Research Hospital Rozzano, Milan, Italy
| | - Anwaar Saeed
- Department of Medicine, Division of Medical Oncology, Kansas University Cancer Center, Kansas City, Kansas, USA
| | - Antonio D'Alessio
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Imperial College London, Faculty of Medicine, Department of Surgery & Cancer, UK
| | - David J Pinato
- Imperial College London, Faculty of Medicine, Department of Surgery & Cancer, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Dominik Bettinger
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Harald Binder
- University Medical Center Freiburg, Institute for Medical Biometry and Statistics (IMBI), Germany
| | - E John Wherry
- University of Pennsylvania, Perelman School of Medicine, Institute for Immunology, USA
| | - Michael Schultheiss
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Robert Thimme
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany
| | - Bertram Bengsch
- University Medical Center Freiburg, Clinic for Internal Medicine II, Germany; University of Freiburg, Signalling Research Centres BIOSS and CIBSS, Germany; German Cancer Consortium (DKTK), Partner Site Freiburg, Germany.
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18
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Renne SL, Tassan-Mangina M, Santori I, Ruspi L, Sicoli F, Colombo P, Cammelli M, Quagliuolo V, Terracciano L, Di Tommaso L, Cananzi F. Prognostic value of vessels encapsulating tumor clusters (VETC) in sarcoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e23523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e23523 Background: How sarcoma metastasize is unknown. VETC has been described as an epithelial-to-mesenchymal-transition independent process of metastasis: endothelium covers neoplastic clusters allowing tumor dissemination. It has also been shown to be a predictive of tyrosine kinase inhibitors (TKI) response. The objectives of the present study are: 1) to assess the presence of VETC in sarcoma; 2) to model its prognostic role. Methods: The study was retrospective. We selected 54 cases of sarcomas (6 DDLPS, 10 GIST, 6 retroperitoneal LMS, 9 MLPS, 8 MPNST, 10 SFT, 5 UPS); of them 31 were metastatic (M1 group), 23 were not (M0 group, defined as least 5 years of negative follow-up). High risk GIST and SFT, and grade 3 FNCLCC were considered high grade. VETC was assessed with CD31 immunohistochemistry and defined as a continuous endothelial lining around tumor clusters. We used Bayesian probabilistic modeling to detect small effects and multilevel hierarchical modeling to reduce overfitting. Models were fit using Stan and R. CI were computed with the HPDI method for 89%. The whole posterior probability (PP) was used for calculations. Results: The two groups (M0 & M1) were substantially homogeneous: the CI of the contrast PP (CPP) included 0 in each histology for sex, age, size, and grade; VETC was more expressed in M1 SFT cases with almost all the CPP mass above the 0. Also, UPS and GIST showed VETC to be more present in metastatic diseases with 79% and 78% respectively of the CPP mass above 0 (see table). Metastasis free survival (MFS) analysis showed that VETC in SFT and UPS with a coefficient of 2.42 (CI 0.73 – 4.65) and 1.94 (CI 0.16 – 3.67); for the latter the median was reached with a PP density of median MFS of 65 months (mo) (standard deviation, SD: 74 mo) for VETC- Vs 11 mo (SD: 14 mo) for VETC+. Similarly, disease specific survival analysis showed – in SFT and UPS – that VETC was negatively associated with prognosis with coefficients of 1.24 and 2.34; however the CI covered slightly the 0 (-0.54 – 3.96 and -0.09 – 5.73, respectively). Conclusions: We found VETC in sarcoma and highlighted its prognostic role in SFT and UPS. [Table: see text]
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Affiliation(s)
- Salvatore Lorenzo Renne
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Marta Tassan-Mangina
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Ilaria Santori
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Laura Ruspi
- IRCCS Humanitas Research Hospital, Rozzano, Italy
| | | | - Piergiuseppe Colombo
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Manuela Cammelli
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Vittorio Quagliuolo
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Luigi Terracciano
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Ferdinando Cananzi
- Department of Biomedical Sciences, Humanitas University; IRCCS Humanitas Research Hospital, Rozzano, Italy
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19
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Lozito A, Vinci V, Talerico E, Asselta R, Di Tommaso L, Agnelli B, Klinger M, Klinger F. Review of Tuberous Breast Deformity: Developments over the Last 20 Years. Plast Reconstr Surg Glob Open 2022; 10:e4355. [PMID: 35702542 PMCID: PMC9187173 DOI: 10.1097/gox.0000000000004355] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 04/12/2022] [Indexed: 02/05/2023]
Abstract
Tuberous breast (TB) deformity is a condition characterized by alterations in breast morphology and tissue structure with high prevalence in the general population. The literature provides sparse descriptions of TB, as not many investigations on the condition have been conducted. The aim of this review was to analyze and provide a holistic overview on the morphological characteristics of the TB. Methods A review of current literature was performed using the PubMed database from 2001 to 2021. The key words used for the review included "tuberous breast," "constricted breast," and "stenotic breast." We included articles that analyzed the anatomic and histologic characteristics of TB. Results From 213 articles, only 42 met the inclusion criteria. A total of 171 articles were excluded, as they were letters, not related to the condition, or were written in a foreign language. The studies in this review drew on hypothesis on the embryological origin of TB and analyzed the composition of TB tissues, consisting in a constricting fibrous ring, made of longitudinally arranged collagen and elastic fibers. Furthermore, the review reports the different anatomical and surgical classifications, as well as the various surgical corrective procedures developed throughout history up to 2021. Conclusion The review describes all etiological, epidemiologic, anatomical, histological, and surgical characteristics of tuberous breast.
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Affiliation(s)
- Alessia Lozito
- From the Humanitas Clinical and Research Center – IRCCS, Rozzano – Milan, Italy
| | - Valeriano Vinci
- From the Humanitas Clinical and Research Center – IRCCS, Rozzano – Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Eleonora Talerico
- From the Humanitas Clinical and Research Center – IRCCS, Rozzano – Milan, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luca Di Tommaso
- From the Humanitas Clinical and Research Center – IRCCS, Rozzano – Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Benedetta Agnelli
- From the Humanitas Clinical and Research Center – IRCCS, Rozzano – Milan, Italy
| | - Marco Klinger
- Plastic Surgery Unit, Department of Medical Biotechnology and Translational Medicine BIOMETRA, Reconstructive and Aesthetic Plastic Surgery School, Humanitas Clinical and Research Hospital, University of Milan, Milan, Italy
| | - Francesco Klinger
- University of Milan, Department of Health Sciences, Ospedale San Paolo, Milan, Italy
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20
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Renne SL, Di Tommaso L. A clinical and pathological update on hepatocellular carcinoma. J Liver Cancer 2022; 22:14-22. [PMID: 37383531 PMCID: PMC10035711 DOI: 10.17998/jlc.2022.03.18] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 03/01/2022] [Accepted: 03/18/2022] [Indexed: 06/30/2023]
Abstract
It is estimated that more than 1 million individuals will be affected annually by hepatocellular carcinoma (HCC) by 2025. HCC can be broadly grouped into two major molecular subgroups, each of which is characterized by specific morphological and phenotypic features that mirror the genetic background. The use of these tissue biomarkers in the daily practice of pathologists promises to better allocate patients with HCC with adequate treatments. In turn, this will likely boost the attitude of clinicians toward obtaining a pre-treatment biopsy.
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Affiliation(s)
- Salvatore Lorenzo Renne
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Department of Pathology, IRCCS Humanitas Research Hospital, Milan, Italy
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21
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Ercan C, Coto-Llerena M, Gallon J, Fourie L, Marinucci M, Hess GF, Vosbeck J, Taha-Mehlitz S, Boldanova T, Meier MA, Tzankov A, Matter MS, Hoffmann MHK, Di Tommaso L, von Flüe M, Ng CKY, Heim MH, Soysal SD, Terracciano LM, Kollmar O, Piscuoglio S. Genomic analysis of focal nodular hyperplasia with associated hepatocellular carcinoma unveils its malignant potential: a case report. Commun Med 2022; 2:11. [PMID: 35603298 PMCID: PMC9053256 DOI: 10.1038/s43856-022-00074-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 01/21/2022] [Indexed: 01/13/2023] Open
Abstract
Abstract
Background
Focal nodular hyperplasia (FNH) is typically considered a benign tumor of the liver without malignant potential. The co-occurrence of FNH and hepatocellular carcinoma (HCC) has been reported in rare cases. In this study we sought to investigate the clonal relationship between these lesions in a patient with FNH-HCC co-occurrence.
Methods
A 74-year-old female patient underwent liver tumor resection. The resected nodule was subjected to histologic analyses using hematoxylin and eosin stain and immunohistochemistry. DNA extracted from microdissected FNH and HCC regions was subjected to whole exome sequencing. Clonality analysis were performed using PyClone.
Results
Histologic analysis reveals that the nodule consists of an FNH and two adjoining HCC components with distinct histopathological features. Immunophenotypic characterization and genomic analyses suggest that the FNH is clonally related to the HCC components, and is composed of multiple clones at diagnosis, that are likely to have progressed to HCC through clonal selection and/or the acquisition of additional genetic events.
Conclusion
To the best of our knowledge, our work is the first study showing a clonal relationship between FNH and HCC. We show that FNH may possess the capability to undergo malignant transformation and to progress to HCC in very rare cases.
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22
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Di Tommaso L, Pescarmona E, Di Napoli A, Lauriola L, Marino M, Marx A, Ströbel P. Thymic carcinomas and thymic neuroendocrine tumors: a tribute to Dr. Juan Rosai. Pathologica 2021; 113:371-376. [PMID: 34837095 PMCID: PMC8720405 DOI: 10.32074/1591-951x-536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 10/19/2021] [Indexed: 11/30/2022] Open
Abstract
Throughout his career, Dr. Juan Rosai greatly impacted our understanding of mediastinal tumors, both as a scientist and as a teacher. This review highlights his manifold contributions in the field of thymic carcinomas and thymic neuroendocrine tumors from a historical perspective.
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Affiliation(s)
- Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Milan, Italy
| | - Edoardo Pescarmona
- Department of Pathology, Regina Elena National Cancer Institute, Rome, Italy
| | - Arianna Di Napoli
- Department of Clinical and Molecular Medicine, Sapienza University, Sant'Andrea Hospital, Roma, Italy
| | - Libero Lauriola
- Department of Pathology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma-Università Cattolica del Sacro Cuore, Rome, Italy
| | - Mirella Marino
- Department of Pathology, Regina Elena National Cancer Institute, Rome, Italy
| | - Alexander Marx
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Germany
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23
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Personeni N, Pressiani T, D’Alessio A, Prete MG, Bozzarelli S, Terracciano L, Dal Buono A, Capogreco A, Aghemo A, Lleo A, Lutman RF, Roncalli M, Giordano L, Santoro A, Di Tommaso L, Rimassa L. Hepatotoxicity in Patients with Hepatocellular Carcinoma on Treatment with Immune Checkpoint Inhibitors. Cancers (Basel) 2021; 13:cancers13225665. [PMID: 34830823 PMCID: PMC8616285 DOI: 10.3390/cancers13225665] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/09/2021] [Accepted: 11/10/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Hepatitis is a relatively frequent immune-related adverse event in patients with hepatocellular carcinoma receiving immunotherapy, but risk factors and clinical course are unclear. Herein, we show that the development of high-grade hepatitis is associated with increased baseline ALT levels and infectious etiology of hepatocellular carcinoma (related to prior hepatitis B or C virus exposure). In addition, when resolved, high-grade hepatitis does not preclude treatment resumption and does not affect subsequent time to treatment failure. Analysis of baseline tumor specimens, at a preliminary level, suggests that biological features reminiscent of the hepatocellular carcinoma “immune class” could protect against high-grade hepatitis development, thereby warranting further investigation. Abstract Risk factors for hepatic immune-related adverse events (HIRAEs) in patients with advanced/unresectable hepatocellular carcinoma (HCC) treated with immune checkpoint inhibitors (ICIs) are unclear. We investigated: (i) clinical and morpho-pathological predictors of HIRAEs in 27 pretreatment tumor specimens, including surrogate biomarkers of the HCC immune class (based on intratumoral tertiary lymphoid structures, and glutamine synthase, CD3, and CD79 expression); and (ii) the relationship between HIRAE onset and subsequent treatment outcomes. Fifty-eight patients were included—20 (34%) received ICIs alone, and 38 (66%) received ICIs plus targeted agents as first- or further-line treatment. After a median time of 0.9 months (range, 0.4–2.7), nine patients (15.5%) developed grade ≥ 3 hepatitis, which was significantly associated with higher baseline ALT levels (p = 0.037), and an infectious HCC etiology (p = 0.023). ICIs were safely resumed in six out of nine patients. Time to treatment failure (TTF) was not significantly different in patients developing grade ≥ 3 hepatitis vs. lower grades (3.25 vs. 3.91 months, respectively; p = 0.81). Biomarker surrogates for the HCC immune class were not detected in patients developing grade ≥ 3 hepatitis. Grade ≥ 3 hepatitis has a benign course that does not preclude safe ICI reintroduction, without any detrimental effect on TTF.
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Affiliation(s)
- Nicola Personeni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
| | - Antonio D’Alessio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
| | - Maria Giuseppina Prete
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
| | - Silvia Bozzarelli
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
| | - Luigi Terracciano
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Pathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Arianna Dal Buono
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Antonio Capogreco
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Alessio Aghemo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Romano Fabio Lutman
- Department of Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy;
| | - Massimo Roncalli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Pathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Laura Giordano
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
| | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Pathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (N.P.); (A.D.); (M.G.P.); (L.T.); (A.D.B.); (A.C.); (A.A.); (A.L.); (M.R.); (A.S.); (L.D.T.)
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy; (T.P.); (S.B.); (L.G.)
- Correspondence: ; Tel.: +39-02-82244573; Fax: +39-02-82244590
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24
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Gentilini A, Lori G, Caligiuri A, Raggi C, Di Maira G, Pastore M, Piombanti B, Lottini T, Arcangeli A, Madiai S, Navari N, Banales JM, Di Matteo S, Alvaro D, Duwe L, Andersen JB, Tubita A, Tusa I, Di Tommaso L, Campani C, Rovida E, Marra F. Extracellular Signal-Regulated Kinase 5 Regulates the Malignant Phenotype of Cholangiocarcinoma Cells. Hepatology 2021; 74:2007-2020. [PMID: 33959996 PMCID: PMC8518067 DOI: 10.1002/hep.31888] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Cholangiocarcinoma (CCA) is characterized by high resistance to chemotherapy and poor prognosis. Several oncogenic pathways converge on activation of extracellular signal-regulated kinase 5 (ERK5), whose role in CCA has not been explored. The aim of this study was to investigate the role of ERK5 in the biology of CCA. APPROACH AND RESULTS ERK5 expression was detected in two established (HuCCT-1 and CCLP-1) and two primary human intrahepatic CCA cell lines (iCCA58 and iCCA60). ERK5 phosphorylation was increased in CCA cells exposed to soluble mediators. In both HuCCT-1 and CCLP-1 cells, ERK5 was localized in the nucleus, and exposure to fetal bovine serum (FBS) further increased the amount of nuclear ERK5. In human CCA specimens, ERK5 mRNA expression was increased in tumor cells and positively correlated with portal invasion. ERK5 protein levels were significantly associated with tumor grade. Growth, migration, and invasion of CCA cells were decreased when ERK5 was silenced using specific short hairpin RNA (shRNA). The inhibitory effects on CCA cell proliferation, migration and invasion were recapitulated by treatment with small molecule inhibitors targeting ERK5. In addition, expression of the angiogenic factors VEGF and angiopoietin 1 was reduced after ERK5 silencing. Conditioned medium from ERK5-silenced cells had a lower ability to induce tube formation by human umbilical vein endothelial cells and to induce migration of myofibroblasts and monocytes/macrophages. In mice, subcutaneous injection of CCLP-1 cells silenced for ERK5 resulted in less frequent tumor development and smaller size of xenografts compared with cells transfected with nontargeting shRNA. CONCLUSIONS ERK5 is a key mediator of growth and migration of CCA cells and supports a protumorigenic crosstalk between the tumor and the microenvironment.
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Affiliation(s)
- Alessandra Gentilini
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Giulia Lori
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Alessandra Caligiuri
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Chiara Raggi
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Giovanni Di Maira
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Mirella Pastore
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Benedetta Piombanti
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Tiziano Lottini
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Annarosa Arcangeli
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Stefania Madiai
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Nadia Navari
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Jesus M. Banales
- Department of Liver and Gastrointestinal DiseasesBiodonostia Health Research InstituteCIBERehdIkerbasqueSan SebastianSpain
| | - Sabina Di Matteo
- Department of ImmunologyBambino Gesù Children’s HospitalIRCCSRomeItaly
| | - Domenico Alvaro
- Department of Internal Medicine and Medical SpecialtiesSapienza University of RomeRomeItaly
| | - Lea Duwe
- Biotech Research and Innovation Centre (BRIC)Dept. of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Jesper B. Andersen
- Biotech Research and Innovation Centre (BRIC)Dept. of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Alessandro Tubita
- Department of Experimental and Clinical Biomedical Sciences “Mario Serio”University of FlorenceItaly
| | - Ignazia Tusa
- Department of Experimental and Clinical Biomedical Sciences “Mario Serio”University of FlorenceItaly
| | - Luca Di Tommaso
- Pathology UnitHumanitas Clinical and Research Center IRCCSRozzanoItaly
| | - Claudia Campani
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
| | - Elisabetta Rovida
- Department of Experimental and Clinical Biomedical Sciences “Mario Serio”University of FlorenceItaly
| | - Fabio Marra
- Department of Experimental and Clinical MedicineUniversity of FlorenceFlorenceItaly
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25
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Cancian P, Cortese N, Donadon M, Di Maio M, Soldani C, Marchesi F, Savevski V, Santambrogio MD, Cerina L, Laino ME, Torzilli G, Mantovani A, Terracciano L, Roncalli M, Di Tommaso L. Development of a Deep-Learning Pipeline to Recognize and Characterize Macrophages in Colo-Rectal Liver Metastasis. Cancers (Basel) 2021; 13:3313. [PMID: 34282750 PMCID: PMC8269198 DOI: 10.3390/cancers13133313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/20/2021] [Accepted: 06/24/2021] [Indexed: 12/16/2022] Open
Abstract
Quantitative analysis of Tumor Microenvironment (TME) provides prognostic and predictive information in several human cancers but, with few exceptions, it is not performed in daily clinical practice since it is extremely time-consuming. We recently showed that the morphology of Tumor Associated Macrophages (TAMs) correlates with outcome in patients with Colo-Rectal Liver Metastases (CLM). However, as for other TME components, recognizing and characterizing hundreds of TAMs in a single histopathological slide is unfeasible. To fasten this process, we explored a deep-learning based solution. We tested three Convolutional Neural Networks (CNNs), namely UNet, SegNet and DeepLab-v3, with three different segmentation strategies, semantic segmentation, pixel penalties and instance segmentation. The different experiments are compared according to the Intersection over Union (IoU), a metric describing the similarity between what CNN predicts as TAM and the ground truth, and the Symmetric Best Dice (SBD), which indicates the ability of CNN to separate different TAMs. UNet and SegNet showed intrinsic limitations in discriminating single TAMs (highest SBD 61.34±2.21), whereas DeepLab-v3 accurately recognized TAMs from the background (IoU 89.13±3.85) and separated different TAMs (SBD 79.00±3.72). This deep-learning pipeline to recognize TAMs in digital slides will allow the characterization of TAM-related metrics in the daily clinical practice, allowing the implementation of prognostic tools.
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Affiliation(s)
- Pierandrea Cancian
- Artificial Intelligence Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (P.C.); (V.S.); (M.E.L.)
- Department of Pathology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (M.D.M.); (L.T.); (M.R.)
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy; (M.D.S.); (L.C.)
| | - Nina Cortese
- Department of Immunology and Inflammation, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (N.C.); (A.M.)
| | - Matteo Donadon
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
- Department of Hepatobiliary and General Surgery Humanitas, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy
| | - Marco Di Maio
- Department of Pathology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (M.D.M.); (L.T.); (M.R.)
| | - Cristiana Soldani
- Hepatobiliary Immunopathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy;
| | - Federica Marchesi
- Department of Immunology and Inflammation, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (N.C.); (A.M.)
- Department of Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Victor Savevski
- Artificial Intelligence Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (P.C.); (V.S.); (M.E.L.)
| | - Marco Domenico Santambrogio
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy; (M.D.S.); (L.C.)
| | - Luca Cerina
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy; (M.D.S.); (L.C.)
| | - Maria Elena Laino
- Artificial Intelligence Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (P.C.); (V.S.); (M.E.L.)
| | - Guido Torzilli
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
- Department of Hepatobiliary and General Surgery Humanitas, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy
| | - Alberto Mantovani
- Department of Immunology and Inflammation, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (N.C.); (A.M.)
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
- The William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Luigi Terracciano
- Department of Pathology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (M.D.M.); (L.T.); (M.R.)
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
| | - Massimo Roncalli
- Department of Pathology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (M.D.M.); (L.T.); (M.R.)
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
| | - Luca Di Tommaso
- Department of Pathology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (M.D.M.); (L.T.); (M.R.)
- Department of Biomedical Science, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy;
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26
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Abstract
HCC incidence rates have been rising in the past 3 decades and by 2025 > 1 million individuals will be affected annually. High-throughput sequencing technologies led to the identification of several molecular HCC subclasses that can be broadly grouped into 2 major subgroups, each characterized by specific morphological and phenotypical features. It is likely that this increasing knowledge and a more appropriate characterization of HCC at the pathological level will impact HCC patient management.
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Affiliation(s)
- Salvatore Lorenzo Renne
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Samantha Sarcognato
- Department of Pathology, Azienda ULSS2 Marca Trevigiana, Treviso, Italy.,Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Diana Sacchi
- Department of Pathology, Azienda ULSS2 Marca Trevigiana, Treviso, Italy
| | - Maria Guido
- Department of Pathology, Azienda ULSS2 Marca Trevigiana, Treviso, Italy.,Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Massimo Roncalli
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Luigi Terracciano
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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27
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Lleo A, Colapietro F, Maisonneuve P, Aloise M, Craviotto V, Ceriani R, Rimassa L, Badalamenti S, Donadon M, Pedicini V, Repici A, Di Tommaso L, Voza A, Torzilli G, Aghemo A. Risk Stratification of Cholangiocarcinoma Patients Presenting with Jaundice: A Retrospective Analysis from a Tertiary Referral Center. Cancers (Basel) 2021; 13:cancers13092070. [PMID: 33922972 PMCID: PMC8123266 DOI: 10.3390/cancers13092070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/15/2021] [Accepted: 04/23/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Jaundice is a common clinical presentation of cholangiocarcinoma; however, the prognostic impact of this symptom is poorly understood. We retrospectively analyzed all consecutive cases presenting with jaundice between January 2010 and December 2017. During the study period, 200 patients (0.049% of all admissions) with CCA were identified. Most of them presented with advance disease, and median survival was 4.5 months. Age, stage of disease, presence of jaundice at the moment of diagnosis, and lack of concomitant viral hepatitis were associated with better survival. A nomogram was constructed that significantly predicts short term survival and could be used to tailor management. Abstract Cholangiocarcinomas (CCAs) are a heterogeneous group of tumors that arise from the biliary tract. Jaundice is a common clinical presentation; however, the prognostic impact of this symptom is poorly understood, and current management recommendations lack solid evidence. We aim to assess the clinical outcomes and predictive factors of CCA patients presenting with jaundice in the Emergency Room (ER). We retrospectively analyzed all consecutive ER cases presenting with jaundice between January 2010 and December 2017. During the study period, 403,766 patients were admitted to the ER, 1217 (0.3%) presented with jaundice, and in 200 (0.049%), the diagnosis was CCA. CCA cases increased during the study period (p for trend 0.026). Most of them presented with advance disease (stage III 46.5%, stage IV 43.5%) and median survival was 4.5 months (95% CI 3.4–6.0). Factors associated with better survival were age, stage of disease, presence of jaundice at the moment of diagnosis, and lack of concomitant viral hepatitis. A nomogram was constructed that significantly predicts 1-month, 6-month, and 1-year survival after patients’ admission. In conclusion, the majority of CCA patients presenting with jaundice to the ER have advanced disease and poor prognosis. Risk stratification of these patients can allow tailored management.
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Affiliation(s)
- Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
- Correspondence: ; Tel.: +39-02-8224-7231
| | - Francesca Colapietro
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Patrick Maisonneuve
- Division of Epidemiology and Biostatistics, IEO European Institute of Oncology IRCCS, 20132 Milan, Italy;
| | - Monia Aloise
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Vincenzo Craviotto
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Roberto Ceriani
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Salvatore Badalamenti
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Matteo Donadon
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Divisionof Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Vittorio Pedicini
- Department of Interventional Radiology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy;
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Digestive Endoscopy Unit, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Antonio Voza
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Divisionof Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Alessio Aghemo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (F.C.); (L.R.); (M.D.); (A.R.); (L.D.T.); (A.V.); (G.T.); (A.A.)
- Internal Medicine Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy; (M.A.); (V.C.); (R.C.); (S.B.)
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28
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Asselta R, Di Tommaso L, Perrino M, Destro A, Giordano L, Cardamone G, Rubino L, Santoro A, Duga S, Zucali PA. Mutation profile and immunoscore signature in thymic carcinomas: An exploratory study and review of the literature. Thorac Cancer 2021; 12:1271-1278. [PMID: 33704917 PMCID: PMC8088947 DOI: 10.1111/1759-7714.13765] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 11/16/2020] [Accepted: 11/17/2020] [Indexed: 12/27/2022] Open
Abstract
Background Significant efforts have been made to investigate the molecular pathways involved in thymic carcinogenesis. However, genetic findings have still not impacted clinical practice. The aim of this exploratory trial was to evaluate the immunoscore and molecular profile of a series of thymic carcinomas (TCs), correlating this data with clinical outcome. Methods Formalin‐fixed, paraffin‐embedded (FFPE) TC tissues were retrieved from our center archive. The immunoscore was evaluated according to Angell and Gallon. DNA was extracted from FFPE tumor samples and, when available, from adjacent histologically normal tissues. Next‐generation sequencing (NGS) was performed targeting hotspot regions of 50 oncogenes and tumor suppressor genes. Results A series of 15 TCs were analyzed. After a median follow‐up of 82.4 months, the median overall survival was 104.7 months. The immunoscore was >2 in 5/15 patients (33%). Among the investigated genes, absence of mutations was observed in 5/15 patients (33%), whereas three variants in 1/15 (6%) patient, two variants in 4/15 (26%) patients, and one variant in 5/15 patients (33%) were found. The most recurrently mutated genes were FGFR3 (five mutations) and CDKN2A (three mutations, two of which were nonsense). Patients with CDKN2A loss showed a statistically significantly worse survival (P = 0.0013), whereas patients with FGFR3 mutations showed a statistically significantly better survival (P = 0.048). Conclusions This study adds data to the few existing reports on the mutational landscape of TCs, providing the first comprehensive analysis to date. Here, we confirm the low rate of mutations in TCs and suggest FGFR3 and CDKN2A mutations as intriguing potential therapeutic targets.
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Affiliation(s)
- Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Unit of Pathology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Matteo Perrino
- Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Annarita Destro
- Unit of Pathology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Laura Giordano
- Statistic Unit, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Giulia Cardamone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luca Rubino
- Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
| | - Stefano Duga
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Paolo Andrea Zucali
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Milan, Italy
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29
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Donadon M, Torzilli G, Cortese N, Soldani C, Di Tommaso L, Franceschini B, Carriero R, Barbagallo M, Rigamonti A, Anselmo A, Colombo FS, Maggi G, Lleo A, Cibella J, Peano C, Kunderfranco P, Roncalli M, Mantovani A, Marchesi F. Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis. J Exp Med 2021; 217:152014. [PMID: 32785653 PMCID: PMC7596819 DOI: 10.1084/jem.20191847] [Citation(s) in RCA: 90] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 05/28/2020] [Accepted: 06/25/2020] [Indexed: 12/13/2022] Open
Abstract
It has long been known that in vitro polarized macrophages differ in morphology. Stemming from a conventional immunohistology observation, we set out to test the hypothesis that morphology of tumor-associated macrophages (TAMs) in colorectal liver metastasis (CLM) represents a correlate of functional diversity with prognostic significance. Density and morphological metrics of TAMs were measured and correlated with clinicopathological variables. While density of TAMs did not correlate with survival of CLM patients, the cell area identified small (S-TAM) and large (L-TAM) macrophages that were associated with 5-yr disease-free survival rates of 27.8% and 0.2%, respectively (P < 0.0001). RNA sequencing of morphologically distinct macrophages identified LXR/RXR as the most enriched pathway in large macrophages, with up-regulation of genes involved in cholesterol metabolism, scavenger receptors, MERTK, and complement. In single-cell analysis of mononuclear phagocytes from CLM tissues, S-TAM and L-TAM signatures were differentially enriched in individual clusters. These results suggest that morphometric characterization can serve as a simple readout of TAM diversity with strong prognostic significance.
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Affiliation(s)
- Matteo Donadon
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Italy
| | - Guido Torzilli
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Italy
| | - Nina Cortese
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Cristiana Soldani
- Hepatobiliary Immunopathology Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Barbara Franceschini
- Hepatobiliary Immunopathology Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Roberta Carriero
- Bioinformatics Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Marialuisa Barbagallo
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Alessandra Rigamonti
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biotechnology and Translational Medicine, University of Milan, Italy
| | - Achille Anselmo
- Flow Cytometry Core, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | | | - Giulia Maggi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biotechnology and Translational Medicine, University of Milan, Italy
| | - Ana Lleo
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Division of Internal Medicine and Hepathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Javier Cibella
- Genomic Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Clelia Peano
- Genomic Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Institute of Genetic and Biomedical Research, UoS Milan, National Research Council, Rozzano, Milan, Italy
| | - Paolo Kunderfranco
- Bioinformatics Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Massimo Roncalli
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Alberto Mantovani
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,The William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Federica Marchesi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biotechnology and Translational Medicine, University of Milan, Italy
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30
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Renne SL, Di Tommaso L. Poorly-differentiated and undifferentiated sarcomas of the mediastinum: a bag of tricks. Mediastinum 2021; 5:3. [PMID: 35118309 PMCID: PMC8794417 DOI: 10.21037/med-20-54] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 09/24/2020] [Indexed: 11/29/2022]
Abstract
Mediastinum is a Pandora’s Box containing many different structures that can give origin to several cancer types. Our aims are to provide a general framework to make a diagnosis of an undifferentiated pleomorphic sarcoma and to highlight relevant immunohistochemical and molecular techniques that can help in the differential diagnosis. We, therefore, provide a simple three-step algorithmic approach to diagnose pleomorphic sarcoma, emphasizing the role of clinicopathological correlations and advocating for a “relative frequency” method, especially when the material for the diagnosis is scarce, as in small biopsies. In the first place, if clinical and/or radiological features make a non-sarcoma diagnosis more likely, it should be ruled in. Next, even if no specific non-sarcomatous diagnoses are suspected, they should always be ruled out. Lastly, since many sarcomas can have a pleomorphic appearance, specific entities should also be ruled out because their identification might affect prognosis and treatment. We then cover selected immunohistochemical and molecular ancillary tests that can come at hand in the diagnosis, highlighting the pros and cons; in particular the use and the limitations of H3K27me3 immunohistochemistry, the meaning of MDM2 amplification in the mediastinum and the implication of muscle differentiation—either smooth or skeletal—in sarcomas. The main take home messages are to always rule-out more frequent lesion first and always include clinical and radiological information in the diagnostic process.
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Affiliation(s)
- Salvatore Lorenzo Renne
- Pathology Department, Humanitas Clinical and Research Center- IRCCS-, Via Manzoni 56, 20089 Rozzano (Mi), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele – Milan, Italy
| | - Luca Di Tommaso
- Pathology Department, Humanitas Clinical and Research Center- IRCCS-, Via Manzoni 56, 20089 Rozzano (Mi), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele – Milan, Italy
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31
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Giaretto S, Renne SL, Rahal D, Bossi P, Colombo P, Spaggiari P, Manara S, Sollai M, Fiamengo B, Brambilla T, Fernandes B, Rao S, Elamin A, Valeri M, De Carlo C, Belsito V, Lancellotti C, Cieri M, Cagini A, Terracciano L, Roncalli M, Di Tommaso L. Digital Pathology During the COVID-19 Outbreak in Italy: Survey Study. J Med Internet Res 2021; 23:e24266. [PMID: 33503002 PMCID: PMC7901595 DOI: 10.2196/24266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Transition to digital pathology usually takes months or years to be completed. We were familiarizing ourselves with digital pathology solutions at the time when the COVID-19 outbreak forced us to embark on an abrupt transition to digital pathology. OBJECTIVE The aim of this study was to quantitatively describe how the abrupt transition to digital pathology might affect the quality of diagnoses, model possible causes by probabilistic modeling, and qualitatively gauge the perception of this abrupt transition. METHODS A total of 17 pathologists and residents participated in this study; these participants reviewed 25 additional test cases from the archives and completed a final psychologic survey. For each case, participants performed several different diagnostic tasks, and their results were recorded and compared with the original diagnoses performed using the gold standard method (ie, conventional microscopy). We performed Bayesian data analysis with probabilistic modeling. RESULTS The overall analysis, comprising 1345 different items, resulted in a 9% (117/1345) error rate in using digital slides. The task of differentiating a neoplastic process from a nonneoplastic one accounted for an error rate of 10.7% (42/392), whereas the distinction of a malignant process from a benign one accounted for an error rate of 4.2% (11/258). Apart from residents, senior pathologists generated most discrepancies (7.9%, 13/164). Our model showed that these differences among career levels persisted even after adjusting for other factors. CONCLUSIONS Our findings are in line with previous findings, emphasizing that the duration of transition (ie, lengthy or abrupt) might not influence the diagnostic performance. Moreover, our findings highlight that senior pathologists may be limited by a digital gap, which may negatively affect their performance with digital pathology. These results can guide the process of digital transition in the field of pathology.
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Affiliation(s)
- Simone Giaretto
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Salvatore Lorenzo Renne
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Daoud Rahal
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Paola Bossi
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Piergiuseppe Colombo
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Paola Spaggiari
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Sofia Manara
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Mauro Sollai
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Barbara Fiamengo
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Tatiana Brambilla
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Bethania Fernandes
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Stefania Rao
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Abubaker Elamin
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Marina Valeri
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Camilla De Carlo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Vincenzo Belsito
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Cesare Lancellotti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Miriam Cieri
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Angelo Cagini
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Luigi Terracciano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Massimo Roncalli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano (MI), Italy
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32
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Giordano S, Takeda S, Donadon M, Saiki H, Brunelli L, Pastorelli R, Cimino M, Soldani C, Franceschini B, Di Tommaso L, Lleo A, Yoshimura K, Nakajima H, Torzilli G, Davoli E. Rapid automated diagnosis of primary hepatic tumour by mass spectrometry and artificial intelligence. Liver Int 2020; 40:3117-3124. [PMID: 32662575 PMCID: PMC7754124 DOI: 10.1111/liv.14604] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 06/17/2020] [Accepted: 07/09/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Complete surgical resection with negative margin is one of the pillars in treatment of liver tumours. However, current techniques for intra-operative assessment of tumour resection margins are time-consuming and empirical. Mass spectrometry (MS) combined with artificial intelligence (AI) is useful for classifying tissues and provides valuable prognostic information. The aim of this study was to develop a MS-based system for rapid and objective liver cancer identification and classification. METHODS A large dataset derived from 222 patients with hepatocellular carcinoma (HCC, 117 tumours and 105 non-tumours) and 96 patients with mass-forming cholangiocarcinoma (MFCCC, 50 tumours and 46 non-tumours) were analysed by Probe Electrospray Ionization (PESI) MS. AI by means of support vector machine (SVM) and random forest (RF) algorithms was employed. For each classifier, sensitivity, specificity and accuracy were calculated. RESULTS The overall diagnostic accuracy exceeded 94% in both the AI algorithms. For identification of HCC vs non-tumour tissue, RF was the best, with 98.2% accuracy, 97.4% sensitivity and 99% specificity. For MFCCC vs non-tumour tissue, both algorithms gave 99.0% accuracy, 98% sensitivity and 100% specificity. CONCLUSIONS The herein reported MS-based system, combined with AI, permits liver cancer identification with high accuracy. Its bench-top size, minimal sample preparation and short working time are the main advantages. From diagnostics to therapeutics, it has the potential to influence the decision-making process in real-time with the ultimate aim of improving cancer patient cure.
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Affiliation(s)
- Silvia Giordano
- Mass Spectrometry LaboratoryEnvironmental Health Sciences DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSMilanItaly,Present address:
Shimadzu Italia SrlMilanItaly
| | - Sen Takeda
- Department of Anatomy and Cell BiologyUniversity of Yamanashi Faculty of MedicineChuoJapan
| | - Matteo Donadon
- Department of Hepatobiliary and General SurgeryHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly,Laboratory of Hepatobiliary ImmunopathologyHumanitas Clinical and Research Center – IRCCSMilanItaly
| | | | - Laura Brunelli
- Mass Spectrometry LaboratoryEnvironmental Health Sciences DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSMilanItaly
| | - Roberta Pastorelli
- Mass Spectrometry LaboratoryEnvironmental Health Sciences DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSMilanItaly
| | - Matteo Cimino
- Department of Hepatobiliary and General SurgeryHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly,Laboratory of Hepatobiliary ImmunopathologyHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Cristiana Soldani
- Department of Hepatobiliary and General SurgeryHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Barbara Franceschini
- Department of Hepatobiliary and General SurgeryHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Luca Di Tommaso
- Department of PathologyHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Ana Lleo
- Laboratory of Hepatobiliary ImmunopathologyHumanitas Clinical and Research Center – IRCCSMilanItaly,Department of Internal MedicineHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Kentaro Yoshimura
- Department of Anatomy and Cell BiologyUniversity of Yamanashi Faculty of MedicineChuoJapan
| | | | - Guido Torzilli
- Department of Hepatobiliary and General SurgeryHumanitas UniversityHumanitas Clinical and Research Center – IRCCSMilanItaly,Laboratory of Hepatobiliary ImmunopathologyHumanitas Clinical and Research Center – IRCCSMilanItaly
| | - Enrico Davoli
- Mass Spectrometry LaboratoryEnvironmental Health Sciences DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSMilanItaly
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33
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Costantino A, Mercante G, D'Ascoli E, Ferreli F, Di Tommaso L, Franzese C, Giannitto C, Casale M, Spriano G, De Virgilio A. Accuracy of fine-needle aspiration cytology in detecting cervical node metastasis after radiotherapy: Systematic review and meta-analysis. Head Neck 2020; 43:987-996. [PMID: 33166002 DOI: 10.1002/hed.26536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/23/2020] [Accepted: 10/27/2020] [Indexed: 02/01/2023] Open
Abstract
PURPOSE To define the accuracy of fine-needle aspiration cytology (FNAC) in diagnosing persistent or recurrent neck metastases in previously irradiated patients. METHODS The study was performed according to the PRISMA-DTA guidelines. RESULTS A total of 382 FNACs were used for calculation of diagnostic accuracy parameters. The overall pooled sensitivity and specificity in detecting malignant nodes were 69.1% (95% CI: 56.3%-80.7%; I2 = 79.5%) and 84.2% (95% CI: 71.8%-93.5%; I2 = 87.0%), respectively. Cumulative diagnostic odds ratio (DOR) was 16.54 (95% CI: 4.89-38.99; I2 = 65.8%), while cumulative positive and negative likelihood ratio (PLR and NLR) were 5.4 (95% CI: 2.3-11.2) and 0.37 (95% CI: 0.22-0.54), respectively. CONCLUSIONS FNAC alone could not guide the decision to perform a salvage neck dissection in previously irradiated patients, but its results should be assessed in relation to the specific clinical context.
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Affiliation(s)
- Andrea Costantino
- Otorhinolaryngology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Giuseppe Mercante
- Otorhinolaryngology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Elisa D'Ascoli
- Department of Radiology, ASST Grande Ospedale Metropolitano Niguarda, University of Milan, Milan, Italy
| | - Fabio Ferreli
- Otorhinolaryngology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy.,Pathology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy
| | - Ciro Franzese
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy.,Radiotherapy Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy
| | - Caterina Giannitto
- Radiology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy
| | - Manuele Casale
- Unit of Otolaryngology, UOS ORL TI, Campus Bio-Medico University, Rome, Italy
| | - Giuseppe Spriano
- Otorhinolaryngology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Armando De Virgilio
- Otorhinolaryngology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano (MI), Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
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34
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Carrara S, Bottoni E, Ferraroli GM, Di Tommaso L, Repici A. EUS in the intensive care unit in a patient with a history of mesothelioma. Gastrointest Endosc 2020; 92:214-215. [PMID: 32044351 DOI: 10.1016/j.gie.2020.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 02/01/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Silvia Carrara
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Edoardo Bottoni
- Division of Thoracic Surgery, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Giorgio Maria Ferraroli
- Division of Thoracic Surgery, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Department of Pathology, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
| | - Alessandro Repici
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
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35
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Gentile D, Donadon M, Di Tommaso L, Samà L, Franchi E, Costa G, Lleo A, Torzilli G. Is the outcome after hepatectomy for transitional hepatocholangiocarcinoma different from that of hepatocellular carcinoma and mass-forming cholangiocarcinoma? A case-matched analysis. Updates Surg 2020; 72:671-679. [PMID: 32445033 DOI: 10.1007/s13304-020-00802-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 05/13/2020] [Indexed: 02/06/2023]
Abstract
Hepatocholangiocarcinoma (HCC-CC) is a rare malignancy containing features of both hepatocellular carcinoma (HCC) and mass-forming cholangiocarcinoma (MFCCC), of which the outcome after hepatectomy remains to be clarified. The aim of this study was to analyze the characteristics and outcomes of patients with transitional HCC-CC and compare them with those of patients with HCC and MFCCC. Our prospectively maintained database was queried, and 14 transitional HCC-CC patients were identified over a total of 406 consecutive hepatic resections. A 1:1:1 match was performed with HCC and MFCCC patients operated in the same period. A total of 42 patients were matched according to tumor stage (T1-2-3, N0, M0), number of tumors, R0 resection, no 90-day mortality, and follow-up. Primary endpoints were disease-free survival (DFS) and overall survival (OS). Disease-free survival rates at 1-, 3-, and 5-year were 71.4%, 57.1%, 35.7% for transitional HCC-CC patients; 85.7%, 40.4%, 10.1% for HCC patients; 85.1%, 34.0%, 22.7% for MFCCC patients (5-year DFS: HCC-CC vs. HCC, p = 0.575; HCC-CC vs. MFCCC, p = 0.766, respectively). Similarly, OS rates at 1-, 3-, and 5-year were 92.9%, 71.4%, 64.3% for transitional HCC-CC patients; 100%, 64.3%, 41.7% for HCC patients; 100%, 54.5%, 43.6% for MFCCC patients (5-year OS: HCC-CC vs. HCC, p = 0.891; HCC-CC vs. MFCCC, p = 0.673, respectively). When accurately matched with respect to tumor burden, transitional HCC-CC patients show similar outcomes to those of HCC and MFCCC patients. Further evaluations of differences in tumor biology are necessary to better characterize the prognosis of transitional HCC-CC patients.
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Affiliation(s)
- Damiano Gentile
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Matteo Donadon
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan, Italy.,Department of Pathology, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Laura Samà
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Eloisa Franchi
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Guido Costa
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Ana Lleo
- Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan, Italy.,Department of Internal Medicine, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Guido Torzilli
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy. .,Department of Biomedical Science, Humanitas University, Pieve Emanuele, Milan, Italy. .,Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University, Humanitas Clinical and Research Center-IRCCS, Via Manzoni, 56, 20089, Rozzano, Milano, Italy.
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36
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Meylan M, Petitprez F, Lacroix L, Di Tommaso L, Roncalli M, Bougoüin A, Laurent A, Amaddeo G, Sommacale D, Regnault H, Derman J, Charpy C, Lafdil F, Pawlotsky JM, Sautès-Fridman C, Fridman WH, Calderaro J. Early Hepatic Lesions Display Immature Tertiary Lymphoid Structures and Show Elevated Expression of Immune Inhibitory and Immunosuppressive Molecules. Clin Cancer Res 2020; 26:4381-4389. [PMID: 32269054 DOI: 10.1158/1078-0432.ccr-19-2929] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 01/24/2020] [Accepted: 04/03/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE The impact of tertiary lymphoid structures (TLS) in hepatocellular carcinoma (HCC) progression is being extensively investigated. However, their presence during the early steps of human liver carcinogenesis remains unknown. We thus aimed to determine whether TLS are induced in preneoplastic/early hepatic lesions (EHL), and whether they are associated with a particular immune profile. EXPERIMENTAL DESIGN A series of 127 EHLs (low/high-grade dysplastic nodules, early HCC, and small and progressed HCC) was included in the study. TLSs were investigated by pathologic reviewing. Densities of immune cells were assessed using IHC. A subset of lesions was microdissected and gene expression profiling was performed with a custom NanoString panel. RESULTS Compared with surrounding cirrhotic nodules, EHL of all stages displayed increased densities of T cells, B cells, and dendritic cells. Immature TLSs were identified in 24% of EHL. Gene expression profiling identified a subset of EHL with elevated mRNA levels of various cytokines involved in immune cells' recruitment and TLS induction. This subgroup of EHL also showed overexpression of genes related to T- and B-cells' activation and antigen presentation, as well as those related to immunosuppression and immune exhaustion. CONCLUSIONS Local immune activation occurs in the very early steps of liver carcinogenesis; however, it may not be fully efficient and paradoxically favor immune evasion and progression to full-blown HCC. These results have implications for the development of anti-HCC chemopreventive strategies in cirrhotic patients.
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Affiliation(s)
- Maxime Meylan
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France.,Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre le Cancer, Paris, France
| | - Florent Petitprez
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France.,Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre le Cancer, Paris, France
| | - Laetitia Lacroix
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France
| | - Luca Di Tommaso
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
| | - Massimo Roncalli
- Department of Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
| | - Antoine Bougoüin
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France
| | - Alexis Laurent
- Service de Chirurgie Digestive et Hépatobiliaire, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France; Université Paris-Est Créteil, Créteil France
| | - Giuliana Amaddeo
- Assistance Publique-Hôpitaux de Paris, Service d'Hépatologie, Hôpital Henri Mondor, Paris, France.,Inserm U955, Equipe 18, Institut Mondor de Recherche Biomédicale, Créteil, France, Université Paris Est Créteil, Créteil, France
| | - Daniele Sommacale
- Service de Chirurgie Digestive et Hépatobiliaire, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France; Université Paris-Est Créteil, Créteil France.,Inserm U955, Equipe 18, Institut Mondor de Recherche Biomédicale, Créteil, France, Université Paris Est Créteil, Créteil, France
| | - Hélène Regnault
- Assistance Publique-Hôpitaux de Paris, Service d'Hépatologie, Hôpital Henri Mondor, Paris, France
| | - Jonathan Derman
- Département de Pathologie, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France; Université Paris-Est Créteil, Créteil France
| | - Cécile Charpy
- Département de Pathologie, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France; Université Paris-Est Créteil, Créteil France
| | - Fouad Lafdil
- Inserm U955, Equipe 18, Institut Mondor de Recherche Biomédicale, Créteil, France, Université Paris Est Créteil, Créteil, France
| | - Jean-Michel Pawlotsky
- Inserm U955, Equipe 18, Institut Mondor de Recherche Biomédicale, Créteil, France, Université Paris Est Créteil, Créteil, France.,APHP, Groupe Hospitalier Henri Mondor, Service de Virologie, Bactériologie-Hygiène, Mycologie-Parasitologie et unité Transversale de Traitement des Infections, Créteil, France
| | - Catherine Sautès-Fridman
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France
| | - Wolf H Fridman
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France
| | - Julien Calderaro
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université de Paris, Inflammation, Complement and Cancer Team, Paris, France. .,Inserm U955, Equipe 18, Institut Mondor de Recherche Biomédicale, Créteil, France, Université Paris Est Créteil, Créteil, France.,Département de Pathologie, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France; Université Paris-Est Créteil, Créteil France
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Polidoro MA, Milana F, Soldani C, Franceschini B, Anselmo A, Colombo FS, Di Tommaso L, Cimino M, Carnevale S, Lleo A, Jaillon S, Torzilli G, Donadon M. Impact of RAS mutations on the immune infiltrate of colorectal liver metastases: A preliminary study. J Leukoc Biol 2020; 108:715-721. [PMID: 32108374 DOI: 10.1002/jlb.5ab0220-608r] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 02/05/2020] [Accepted: 02/10/2020] [Indexed: 12/17/2022] Open
Abstract
Kirsten rat sarcoma viral oncogene homolog KRAS proto-oncogene is the most common altered gene in colorectal cancer (CRC). Determining its mutational status, which is associated with worse prognosis and resistance to anti-epidermal growth factor receptor (EGFR) inhibitors, is essential for managing patients with CRC and colon liver metastases (CLM). Emerging studies highlighted the relationship of KRAS-mutated cancers and tumor microenvironment components, mainly with T cells. The aim of this study was to analyze the relationship of CLM immune cell infiltrate with KRAS mutational status. We performed a retrospective study on paraffin-embedded CLM tissue sections from patients surgically resected at the Department of Hepatobiliary and General Surgery of Humanitas Clinical and Cancer Center. We studied the distribution of lymphocytes (CD3+ cells), macrophages (CD163+), and neutrophils (CD66b+) in CLM tumoral and peritumoral area. Percentage of positive cells was correlated with tumor macroscopic characteristic, clinical aspects, and KRAS mutation. We observed a significant increase in CD66b+ cells in the peritumoral area in patients KRAS-mutated compared to KRAS wild-type patients. Percentages of lymphocytes and macrophages did not show significant differences. Further, neutrophils were found to be significantly increased also in the bloodstream of KRAS-mutated patients, indicating increased mobilization of neutrophils and recruitment in the CLM site. In conclusion, this study reveals a new intriguing aspect of the peritumoral microenvironment, which could pave the way for new prognostic and predictive markers for patient stratification.
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Affiliation(s)
- Michela Anna Polidoro
- Hepatobiliary Immunopathology Laboratory, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Flavio Milana
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Cristiana Soldani
- Hepatobiliary Immunopathology Laboratory, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Barbara Franceschini
- Hepatobiliary Immunopathology Laboratory, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Achille Anselmo
- Flow Cytometry Core, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | | | - Luca Di Tommaso
- Department of Pathology, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy
| | - Matteo Cimino
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Silvia Carnevale
- Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy
| | - Ana Lleo
- Hepatobiliary Immunopathology Laboratory, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy.,Department of Internal Medicine and Hepatology, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Sebastien Jaillon
- Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy
| | - Guido Torzilli
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy
| | - Matteo Donadon
- Hepatobiliary Immunopathology Laboratory, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Milan, Italy
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38
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Losurdo A, Scirgolea C, Mazza E, Errico V, Fernandes B, Tommaso LD, Sagona A, Pilipow K, Torrisi R, Masci G, De Sanctis R, Agostinetto E, Testori A, Tinterri C, Roncalli M, Santoro A, Lugli E. Abstract P5-04-07: Defining T cell dysfunctionality in breast cancer by single cell analysis: Implications for immunotherapy. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-p5-04-07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background Despite the well-known association between extensive lymphocytic infiltration in breast cancer (BC), good prognosis, and high response rates to neoadjuvant chemotherapy (CT), pathologic evaluation of tumor infiltrating lymphocytes (TILs) is currently not routine and a deep understanding of the properties of TILs, remain largely unfilled. So far, only in triple-negative (TN), PD-L1 positive BCs it has been possible to demonstrate a survival benefit with immunotherapy plus CT, thereby making the definition of possible immunotherapeutic targets across all biological subtypes a fundamental requirement. Material and methods Single-cell RNA-sequencing (scRNAseq) data from 8 BCs were downloaded from Gene Expression Omnibus dataset (GSE114725), obtaining CD45+ single cells only from the tumoral compartment. scRNAseq-guided high-dimensional profiling by 27-parameter FACS was then applied to a large cohort (n=54, including luminal-like, TN and HER2+ BCs) of early BC patients surgically treated at our Institution. We simultaneously profiled the peripheral blood, the normal and tumoral tissue from each patient and acquired using FACS Symphony A5 flow cytometer (BD Biosciences). Flow Cytometry Standard (FCS) 3.0 files were imported into FlowJo software v9, and analyzed by standard gating to remove aggregates and dead cells, and subsequently imported in FlowJo v10, biexponentially transformed, and exported for further analysis in R by a custom-made script, using an ad-hoc pipeline. Data were analyzed using the Phenograph unbiased algorithm coded in the cytofkit package. Data were further analyzed in FlowJo to determine the frequency of positive cells for each marker and the corresponding median fluorescence intensity (MFI). These values were multiplied to derive the integrated MFI; hierarchical metaclustering of all samples, based on the frequency of Phenograph clusters, was performed in R based on the Euclidean distance and Ward-linkage. Pearson correlation analysis was used to investigate the relationship between CD8+ and CD4+ clusters. Results Our scRNA-guided informative 27-colors flow cytometry panel included antibodies to define not only different lymphocyte subpopulations, but also different stages of T lymphocytes: differentiation and memory maturation (CCR7, CD45RA), activation status (HLA-DR), cytotoxicity (GZMK, GZMB), exhaustion (PD-1, TIGIT) and tissue residency (CD69, CD103). Focusing on CD8+ T cells, we observed, as expected, bona fide naïve T cells to be virtually absent at the tumor site and enriched in peripheral blood, while cytotoxic and effector memory cells were enriched in the tumor compartment. Of note, we identified a population of tissue resident memory T cells (Trm) CD69+ CD103+, CD39+, specifically enriched in the tumor, that could be further subdivided into a HLA-DR+ CD127- and a HLA-DR- CD127+ subpopulation. Interestingly, the HLA-DR+ subset exhibited more exhaustion markers (PD-1hi, TIGIT+, NKG2A+) and was significantly positively correlated with CD4+ regulatory T cells. We speculated, and deeply investigated by bulk RNA-seq, that these two subsets of Trm might represent different maturation states and that they could be reinvigorated targeting highly expressed inhibitory molecules using approved (e.g., PD-1) together with newly identified (e.g., NKG2A) immunotherapeutics. Moreover, as no difference was observed in the relative distribution of Phenograph clusters, our data may be applied to revert acquired immune escape mechanisms in all different BC biological subtypes. Conclusions We identified, among Trm CD69+ CD103+, tumor-specific CD39+, PD1+ exhausted population, novel dysfunctional NKG2A+ T cells previously not characterized in BC. This population is of extreme interest to characterize a novel potential immunotherapeutic target.
Citation Format: Agnese Losurdo, Caterina Scirgolea, Emilia Mazza, Valentina Errico, Bethania Fernandes, Luca Di Tommaso, Andrea Sagona, Karolina Pilipow, Rosalba Torrisi, Giovanna Masci, Rita De Sanctis, Elisa Agostinetto, Alberto Testori, Corrado Tinterri, Massimo Roncalli, Armando Santoro, Enrico Lugli. Defining T cell dysfunctionality in breast cancer by single cell analysis: Implications for immunotherapy [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr P5-04-07.
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Affiliation(s)
- Agnese Losurdo
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Caterina Scirgolea
- 2Laboratory of Translational Immunology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Emilia Mazza
- 2Laboratory of Translational Immunology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Valentina Errico
- 3Breast Surgery Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Bethania Fernandes
- 4Department of Pathology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Luca Di Tommaso
- 4Department of Pathology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Andrea Sagona
- 3Breast Surgery Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Karolina Pilipow
- 2Laboratory of Translational Immunology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Rosalba Torrisi
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Giovanna Masci
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Rita De Sanctis
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Elisa Agostinetto
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Alberto Testori
- 3Breast Surgery Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Corrado Tinterri
- 3Breast Surgery Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Massimo Roncalli
- 4Department of Pathology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Armando Santoro
- 1Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
| | - Enrico Lugli
- 2Laboratory of Translational Immunology, Humanitas Cancer Center, Humanitas Research Hospital, Rozzano (MI), Italy
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Renne SL, Woo HY, Allegra S, Rudini N, Yano H, Donadon M, Viganò L, Akiba J, Lee HS, Rhee H, Park YN, Roncalli M, Di Tommaso L. Vessels Encapsulating Tumor Clusters (VETC) Is a Powerful Predictor of Aggressive Hepatocellular Carcinoma. Hepatology 2020; 71:183-195. [PMID: 31206715 DOI: 10.1002/hep.30814] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Accepted: 06/07/2019] [Indexed: 12/18/2022]
Abstract
We investigated the clinical significance of a vascular growth pattern of hepatocellular carcinoma (HCC), the vessels that encapsulate tumor clusters (VETC), previously linked to HCC metastatic dissemination. VETC was assessed in a large multi-institutional cohort of 541 resected HCCs from Italy, Korea and Japan, and matched against a full spectrum of clinical and pathological variables. The VETC phenotype (defined as ≥ 55% tumor area by CD34 immunostaining) was easily reproducible and reliably detectable in whole sections and small-sized tissues of tissue microarray. VETC HCCs represented 18.9% of the whole series, the lowest proportion occurring in the cohort with smallest tumors (8.7%, Japanese series). VETC was significantly associated with several clinical and pathological features such as high alfa-fetoprotein (AFP) level, tumor size greater than 5 cm, poor differentiation, macrotrabecular pattern, less compact pattern, less inflammatory infiltrates, and frequent microvascular invasion. VETC was associated with early recurrence (hazard ratio [HR]: 1.52 [1.06-2.19], P = 0.023), disease-free survival (HR: 1.66 [1.21-2.27], P = 0.002), and overall survival (HR: 2.26 [1.37-3.72], P = 0.001) at multivariable analysis. VETC affected the survival in HCC patients stratified for etiology (hepatitis C virus/hepatitis B virus), vascular invasion, and specific molecular phenotypes (β-catenin/GS+). This distinct vascular pattern was enriched in the recently reported macrotrabecular massive HCC subtype, which was seen in 7.8% (42 of 541) of patients and associated with high AFP levels and poor differentiation. Conclusion: The VETC pattern was found to be easily detectable in a consistent fraction of HCC and a powerful pathological finding affecting survival. This study suggests that the heterogeneous pattern of angiogenesis is involved in HCC behavior.
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Affiliation(s)
| | - Ha Young Woo
- Department of Pathology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sarah Allegra
- Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Noemi Rudini
- Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Hirohisa Yano
- Department of Pathology, Kurume University School of Medicine, Kurume, Japan
| | - Matteo Donadon
- Department of Hepatobiliary Surgery, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Luca Viganò
- Department of Hepatobiliary Surgery, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Jun Akiba
- Department of Diagnostic Pathology, Kurume University Hospital, Kurume, Japan
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hyungjin Rhee
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young Nyun Park
- Department of Pathology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Massimo Roncalli
- Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
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40
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Affiliation(s)
- Luca Viganò
- Division of Hepatobiliary & General Surgery, Department of Surgery, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
| | - Guido Costa
- Division of Hepatobiliary & General Surgery, Department of Surgery, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Pathology Unit, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Milan, Italy
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41
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Vigano L, Soldani C, Franceschini B, Cimino M, Lleo A, Donadon M, Roncalli M, Aghemo A, Di Tommaso L, Torzilli G. Tumor-Infiltrating Lymphocytes and Macrophages in Intrahepatic Cholangiocellular Carcinoma. Impact on Prognosis after Complete Surgery. J Gastrointest Surg 2019; 23:2216-2224. [PMID: 30843133 DOI: 10.1007/s11605-019-04111-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 01/06/2019] [Indexed: 01/31/2023]
Abstract
BACKGROUND Immune infiltrate impacts prognosis of several tumors. To assess the prognostic impact of tumor-infiltrating lymphocytes and macrophages in patients undergoing resection for intrahepatic cholangiocellular carcinoma (ICC). METHODS All consecutive patients undergoing surgery for ICC between 2008 and 2016 were considered. Inclusion criteria were complete resection and follow-up > 12 months. Tissue sections were immunostained for CD3+, CD4+, CD8+, Foxp3+, and CD68+. The number of positive cells was quantified using a computer-aided image analysis system. Different cut-off values were tested as predictors of overall survival (OS). RESULTS Fifty-three patients were analyzed. ICC were T1 in 28 patients, multifocal in 11, and N+ in 13. After a median follow-up of 42 months, 5-year OS was 52.1%. The following immune infiltrate values were associated with better OS: CD3+ > 0.10% (5-year OS 63.3% vs. 13.6% if ≤ 0.10%, p = 0.001); CD8+ > 0.10% (56.2% vs. 28.6% if ≤ 0.10%, p = 0.051); Foxp3+ absent (59.4% vs. 16.0% if present, p = 0.049). CD4+ and CD68+ infiltrates were not associated with OS. Three-year OS rates in patients with 0, 1, and ≥ 2 negative prognostic factors were 73.6%, 47.3%, and 14.3%, respectively (p < 0.001). CD3+ infiltrate stratified prognosis in T1 tumors (3-year OS 71.7% if CD3+ > 0.10% vs. 14.3% if ≤ 0.10%, p < 0.001). CONCLUSIONS Tumor-infiltrating lymphocytes are associated with prognosis of ICC patients after complete surgery. CD3+ and CD8+ infiltrate is associated with higher survival and lower recurrence risk, while Foxp3+ infiltrate is associated with worse prognosis. CD3+ infiltrate allows refining prediction of prognosis in early tumors.
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Affiliation(s)
- Luca Vigano
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | - Cristiana Soldani
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy
| | - Barbara Franceschini
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy
| | - Matteo Cimino
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.,Division of Internal Medicine and Hepatology, Department of Internal Medicine, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Matteo Donadon
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | - Massimo Roncalli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.,Pathology Unit, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Alessio Aghemo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.,Division of Internal Medicine and Hepatology, Department of Internal Medicine, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.,Pathology Unit, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Guido Torzilli
- Department of Surgery, Division of Hepatobiliary & General Surgery, Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano - Milan, 20089, Italy. .,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.
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42
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Di Tommaso L, Spadaccini M, Donadon M, Personeni N, Elamin A, Aghemo A, Lleo A. Role of liver biopsy in hepatocellular carcinoma. World J Gastroenterol 2019; 25:6041-6052. [PMID: 31686761 PMCID: PMC6824282 DOI: 10.3748/wjg.v25.i40.6041] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 10/04/2019] [Accepted: 10/17/2019] [Indexed: 02/06/2023] Open
Abstract
The role of liver biopsy in the diagnosis of hepatocellular carcinoma (HCC) has been challenged over time by the ability of imaging techniques to characterize liver lesions in patients with known cirrhosis. In fact, in the diagnostic algorithm for this tumor, histology is currently relegated to controversial cases. Furthermore, the risk of complications, such as tumor seeding and bleeding, as well as inadequate sampling have further limited the use of liver biopsy for HCC management. However, there is growing evidence of prognostic and therapeutic information available from microscopic and molecular analysis of HCC and, as the information content of the tissue sample increases, the advantages of liver biopsy might modify the current risk/benefit ratio. We herein review the role and potentiality of liver biopsy in the diagnosis and management of HCC. As the potentiality of precision medicine comes to the management of HCC, it will be crucial to have rapid pathways to define prognosis, and even treatment, by identifying the patients who could most benefit from target-driven therapies. All of the above reasons suggest that the current role of liver biopsy in the management of HCC needs substantial reconsideration.
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Affiliation(s)
- Luca Di Tommaso
- Pathology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Marco Spadaccini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Matteo Donadon
- Division of Hepatobiliary and General Surgery, Department of General Surgery, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Nicola Personeni
- Division of Medical Oncology and Hematology, Humanitas Cancer Center, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Abubaker Elamin
- Pathology Unit, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
| | - Alessio Aghemo
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
| | - Ana Lleo
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Italy
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43
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Huang YT, Renne SL, Sollai M, Damiani D, Bossi P, Morenghi E, Roncalli M, Di Tommaso L. Clinical Application of a Real-Time Telepathology System for Frozen Section Diagnosis in Comparison With Optical Microscope. Front Med (Lausanne) 2019; 6:215. [PMID: 31637244 PMCID: PMC6788327 DOI: 10.3389/fmed.2019.00215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 09/17/2019] [Indexed: 11/13/2022] Open
Abstract
Background: The imbalance between the increasing demand of highly specialized service and the reduction of specialists able to release this service is a global challenge for Pathology. This situation applies also to the setting of intra-operatory diagnostic: here the broad presence of Surgical divisions contrasts with the contraction of Pathology departments, progressively concentrated in few hospitals. The use of e-pathology device, such as remote-control microscopes, offers a possible solution to this imbalance. Aim: To prove the non-inferiority of function of a remote-control, real-time microscope named Nano-Eye Device (NED) with the optical microscope (OM) for intra-operatory histological diagnosis. Methods: The study was designed into two phases: discovery and validation. During the discovery phase features influencing the process of adaptation to NED were investigated in detail, focusing on the turnaround time (TAT). Validation phase investigated the diagnostic concordance between NED and OM; as well as sensitivity, specificity, and accuracy of NED in intra-operatory histological diagnosis. Results: During the discovery phase 250 cases were examined. TAT of NED was longer than that of OM (112 ± 89.8 vs. 36 ± 37.9 s) and influenced by the difficulty of the specimen, age of pathologist and the type of the specimen. In the validation phase (185 cases) TAT of NED reduced significantly to 92 ± 86.3 s (p: 0.01). NED showed a concordance rate of 98% with OM; the sensitivity (95.65%), specificity (100%), and diagnostic accuracy (98.87%) of NED were equal to that of OM. NED failed to work in 6% during the discovery phase and 4% in the validation. Conclusions: Taken as a whole, the functionality of NED is comparable to OM. It can be the alternative choice for hospital lacking on-site pathology services and one of the tool of e-pathology.
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Affiliation(s)
- Yu Ting Huang
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | | | - Mauro Sollai
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Domenico Damiani
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Paola Bossi
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Emanuela Morenghi
- Biostatistic Units, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Massimo Roncalli
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Luca Di Tommaso
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
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44
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Di Leo M, Poliani L, Rahal D, Auriemma F, Anderloni A, Ridolfi C, Spaggiari P, Capretti G, Di Tommaso L, Preatoni P, Zerbi A, Carnaghi C, Lania A, Malesci A, Repici A, Carrara S. Pancreatic Neuroendocrine Tumours: The Role of Endoscopic Ultrasound Biopsy in Diagnosis and Grading Based on the WHO 2017 Classification. Dig Dis 2019; 37:325-333. [PMID: 30897588 DOI: 10.1159/000499172] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 02/11/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND One of the controversial issues in the diagnosis of pancreatic neuroendocrine tumours (pNETs) is the accurate prediction of their clinical behaviour. OBJECTIVES The aim of the study was to evaluate the role of endoscopic ultrasound (EUS) biopsy in the diagnosis and grading of pNETs in a certified ENETS Center. METHODS A prospectively maintained database of EUS biopsy procedures was retrospectively reviewed to identify all consecutive patients referred to a certified ENETS Center with a suspicion of pNET between June 2014 and April 2017. The cytological and/or histological specimens were stained and the Ki-67 labeling index was evaluated. In patients undergoing surgery, the grade obtained with EUS-guided biopsy was compared with the final histological grade. The grade was evaluated according to the 2017 WHO classifications and grading. RESULTS The study population included 59 patients. EUS biopsy material reached an adequacy of 98.3% and was adequate for Ki-67 evaluation in 84.7% of cases. Twenty-nine patients (49.2%) underwent surgery. Of these, 25 patients had Ki-67 evaluated on EUS biopsy: the agreement between EUS biopsy grading and surgical specimen grading was 84%. CONCLUSION EUS biopsy is an accurate method for the diagnosis and grading of pNETs based on the WHO 2017 Ki-67 labelling scheme.
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Affiliation(s)
- Milena Di Leo
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy, .,Humanitas University, Department of Biomedical Sciences, Milan, Italy,
| | - Laura Poliani
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy
| | - Daoud Rahal
- Department of Pathology, Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Francesco Auriemma
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy
| | - Andrea Anderloni
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy
| | - Cristina Ridolfi
- Humanitas Clinical and Research Center, IRCCS, Pancreatic Surgery Unit, Milan, Italy
| | - Paola Spaggiari
- Department of Pathology, Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Giovanni Capretti
- Humanitas Clinical and Research Center, IRCCS, Pancreatic Surgery Unit, Milan, Italy
| | - Luca Di Tommaso
- Humanitas University, Department of Biomedical Sciences, Milan, Italy.,Department of Pathology, Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Paoletta Preatoni
- Humanitas Clinical and Research Center, IRCCS, Division of Gastroenterology, Milan, Italy
| | - Alessandro Zerbi
- Humanitas University, Department of Biomedical Sciences, Milan, Italy.,Humanitas Clinical and Research Center, IRCCS, Pancreatic Surgery Unit, Milan, Italy
| | - Carlo Carnaghi
- Humanitas Clinical and Research Center, IRCCS, Division of Oncology, Milan, Italy
| | - Andrea Lania
- Humanitas University, Department of Biomedical Sciences, Milan, Italy.,Humanitas Clinical and Research Center, IRCCS, Division of Endocrinology, Milan, Italy
| | - Alberto Malesci
- Humanitas University, Department of Biomedical Sciences, Milan, Italy.,Humanitas Clinical and Research Center, IRCCS, Division of Gastroenterology, Milan, Italy
| | - Alessandro Repici
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy.,Humanitas University, Department of Biomedical Sciences, Milan, Italy
| | - Silvia Carrara
- Humanitas Clinical and Research Center, IRCCS, Digestive Endoscopy Unit, Division of Gastroenterology, Milan, Italy
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45
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Grizzi F, Fiorino S, Qehajaj D, Fornelli A, Russo C, de Biase D, Masetti M, Mastrangelo L, Zanello M, Lombardi R, Domanico A, Accogli E, Tura A, Mirandola L, Chiriva-Internati M, Bresalier RS, Jovine E, Leandri P, Di Tommaso L. Computer-aided assessment of the extra-cellular matrix during pancreatic carcinogenesis: a pilot study. J Transl Med 2019; 17:61. [PMID: 30819202 PMCID: PMC6393991 DOI: 10.1186/s12967-019-1817-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 02/21/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND A hallmark of pancreatic ductal adenocarcinoma is the desmoplastic reaction, but its impact on the tumor behavior remains controversial. Our aim was to introduce a computer -aided method to precisely quantify the amount of pancreatic collagenic extra-cellular matrix, its spatial distribution pattern, and the degradation process. METHODS A series of normal, inflammatory and neoplastic pancreatic ductal adenocarcinoma formalin-fixed and paraffin-embedded Sirius red stained sections were automatically digitized and analyzed using a computer-aided method. RESULTS We found a progressive increase of pancreatic collagenic extra-cellular matrix from normal to the inflammatory and pancreatic ductal adenocarcinoma. The two-dimensional fractal dimension showed a significant difference in the collagenic extra-cellular matrix spatial complexity between normal versus inflammatory and pancreatic ductal adenocarcinoma. A significant difference when comparing the number of cycles necessary to degrade the pancreatic collagenic extra-cellular matrix in normal versus inflammatory and pancreatic ductal adenocarcinoma was also found. The difference between inflammatory and pancreatic ductal adenocarcinoma was also significant. Furthermore, the mean velocity of collagenic extra-cellular matrix degradation was found to be faster in inflammatory and pancreatic ductal adenocarcinoma than in normal. CONCLUSION These findings demonstrate that inflammatory and pancreatic ductal adenocarcinomas are characterized by an increased amount of pancreatic collagenic extra-cellular matrix and by changes in their spatial complexity and degradation. Our study defines new features about the pancreatic collagenic extra-cellular matrix, and represents a basis for further investigations into the clinical behavior of pancreatic ductal adenocarcinoma and the development of therapeutic strategies.
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Affiliation(s)
- Fabio Grizzi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
- Humanitas University, Rozzano, Milan, Italy
- Histology Core, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
| | - Sirio Fiorino
- Internal Medicine Unit, Maggiore Hospital, Bologna, Italy
| | - Dorina Qehajaj
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
| | - Adele Fornelli
- Anatomic Pathology Service, Maggiore Hospital, Bologna, Italy
| | - Carlo Russo
- “Michele Rodriguez” Foundation-Institute for Quantitative Measures in Medicine, Milan, Italy
| | - Dario de Biase
- Department of Pharmacy and Biotechnology (FaBiT), University of Bologna, Bologna, Italy
| | | | | | | | | | - Andrea Domanico
- Ultrasound Center Internal Medicine A, Maggiore Hospital, Bologna, Italy
| | - Esterita Accogli
- Ultrasound Center Internal Medicine A, Maggiore Hospital, Bologna, Italy
| | | | | | - Maurizio Chiriva-Internati
- Kiromic Biopharma, Inc., Houston, TX USA
- Department of Gastroenterology, Hepatology & Nutrition, Division of Internal Medicine, The University of Texas MD Anderson Cancer, Houston, TX USA
| | - Robert S. Bresalier
- Department of Gastroenterology, Hepatology & Nutrition, Division of Internal Medicine, The University of Texas MD Anderson Cancer, Houston, TX USA
| | - Elio Jovine
- Surgery Unit, Maggiore Hospital, Bologna, Italy
| | - Paolo Leandri
- Internal Medicine Unit, Maggiore Hospital, Bologna, Italy
| | - Luca Di Tommaso
- Humanitas University, Rozzano, Milan, Italy
- Department of Pathology, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milano, Italy
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46
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Donadon M, Terrone A, Procopio F, Cimino M, Palmisano A, Viganò L, Del Fabbro D, Di Tommaso L, Torzilli G. Is R1 vascular hepatectomy for hepatocellular carcinoma oncologically adequate? Analysis of 327 consecutive patients. Surgery 2019; 165:897-904. [PMID: 30691871 DOI: 10.1016/j.surg.2018.12.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/23/2018] [Accepted: 12/04/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND R1 vascular resection for liver tumors was introduced in the early twenty-first century. However, its oncologic adequacy remains controversial. The aim of this study was to determine the oncologic adequacy of R1 vascular hepatectomy in hepatocellular carcinoma patients. METHODS A prospective cohort of patients with hepatocellular carcinoma resected between the years 2005 and 2015 was reviewed. R0 was any resection with a minimum 1 mm of negative margin. R1 vascular was any resection with tumor exposure attributable to the detachment from major intrahepatic vessel. R1 parenchymal was any resection with tumor exposure at parenchymal margin. The end points were the calculation of the local recurrence of R0, R1 parenchymal, and R1 vascular hepatectomy and their prognostic significances. RESULTS We analyzed 327 consecutive patients with 532 hepatocellular carcinoma and 448 resection areas. We found that 205 (63%) resulted R0, 56 (17%) resulted R1 parenchymal, 50 (15%) resulted R1 vascular, and 16 (5%) resulted both R1 parenchymal and R1 vascular. After a median follow-up of 33.5 months (range 6.1-107.6), the 5-year overall survival rates were 54%, 30%, 65%, and 36%, respectively for R0, R1 parenchymal, R1 vascular, and R1 parenchymal + R1 vascular (P = .031). Local recurrence rates were 3%, 14%, 4%, and 19%, respectively for R0, R1 parenchymal, R1 vascular, and R1 parenchymal + R1 vascular (P = .001) per patient, and 4%, 4%, 12%, and 18%, respectively for R0, R1 vascular, R1 parenchymal, and R1 parenchymal + R1 vascular (P = .001) per resection area. At multivariate analysis R1 parenchymal and R1 vascular + R1 parenchymal were independent detrimental factors. CONCLUSION R1 vascular hepatectomy for hepatocellular carcinoma is not associated with increased local recurrence or decreased survival. Thus, detachment of hepatocellular carcinoma from intrahepatic vessels should be considered oncologically adequate.
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Affiliation(s)
- Matteo Donadon
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy; Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Alfonso Terrone
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Fabio Procopio
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Matteo Cimino
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Angela Palmisano
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Luca Viganò
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy; Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Daniele Del Fabbro
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Luca Di Tommaso
- Humanitas University and Research Hospital, Rozzano, Milan, Italy; Department of Pathology, Humanitas University and Research Hospital, Rozzano, Milan, Italy
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University and Research Hospital, Rozzano, Milan, Italy; Humanitas University and Research Hospital, Rozzano, Milan, Italy.
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47
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Rudini N, Novello C, Destro A, Riboldi E, Donadon M, Viganò L, Morenghi E, Roncalli M, Di Tommaso L. Phenotypic and molecular changes in nodule-in-nodule hepatocellular carcinoma with pathogenetic implications. Histopathology 2018; 73:601-611. [DOI: 10.1111/his.13659] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 05/20/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Noemi Rudini
- Pathology Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
| | - Chiara Novello
- Pathology Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
| | - Annarita Destro
- Pathology Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
| | - Elena Riboldi
- Department of Pharmaceutical Sciences; Università del Piemonte Orientale ‘Amedeo Avogadro’; Novara Itlay
| | - Matteo Donadon
- Surgical Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
- Department of Biomedical Sciences; Humanitas University; Rozzano Milan Italy
| | - Luca Viganò
- Surgical Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
- Department of Biomedical Sciences; Humanitas University; Rozzano Milan Italy
| | - Emanuela Morenghi
- Biostatistical Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
| | - Massimo Roncalli
- Pathology Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
- Department of Biomedical Sciences; Humanitas University; Rozzano Milan Italy
| | - Luca Di Tommaso
- Pathology Unit; Humanitas Clinical and Research Centre; Rozzano Milan Italy
- Department of Biomedical Sciences; Humanitas University; Rozzano Milan Italy
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48
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Vigano L, Di Tommaso L, Mimmo A, Sollai M, Cimino M, Donadon M, Roncalli M, Torzilli G. Prospective Evaluation of Intrahepatic Microscopic Occult Tumor Foci in Patients with Numerous Colorectal Liver Metastases. Dig Surg 2018; 36:340-347. [PMID: 29879717 DOI: 10.1159/000489274] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 04/15/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Patients with numerous colorectal liver metastases (CLM) have high risk of early recurrence after liver resection (LR). The presence of intrahepatic occult microscopic metastases missed by imaging has been hypothesized, but it has never been assessed by pathology analyses. METHODS All patients with > 10 CLM who underwent LR between September 2015 and September 2016 were considered. A large sample of liver without evidence of disease ("healthy liver") was taken from the resected specimen and sent to the pathologist. One mm-thick sections were analyzed. Any metastasis, undetected by preoperative and intraoperative imaging, but identified by the pathologist was classified as occult microscopic metastasis. RESULTS Ten patients were prospectively enrolled (median number of CLM n = 15). In a per-lesion analysis, the sensitivity of computed tomography and magnetic resonance imaging was 91 and 98% respectively. The pathology examination confirmed all the CLM. All patients had an adequate sample of "healthy liver" (median number of examined blocks per sample n = 14 [5-33]). No occult microscopic metastases were detected. After a median follow-up of 15 months, 5 patients were disease-free. Recurrence was hepatic and bilobar in all patients. CONCLUSIONS Clinically relevant occult microscopic disease in patients with numerous CLM is excluded. These results support the indication to resection in such patients and exclude the need for de principe major hepatectomy to increase the completeness of surgery.
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Affiliation(s)
- Luca Vigano
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Clinical and Research Center, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luca Di Tommaso
- Pathology Unit, Humanitas Clinical and Research Center, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Antonio Mimmo
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Clinical and Research Center, Milan, Italy
| | - Mauro Sollai
- Pathology Unit, Humanitas Clinical and Research Center, Milan, Italy
| | - Matteo Cimino
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Clinical and Research Center, Milan, Italy
| | - Matteo Donadon
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Clinical and Research Center, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Massimo Roncalli
- Pathology Unit, Humanitas Clinical and Research Center, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Clinical and Research Center, Milan, Italy, .,Department of Biomedical Sciences, Humanitas University, Milan, Italy,
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49
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Donadon M, Lleo A, Di Tommaso L, Soldani C, Franceschini B, Roncalli M, Torzilli G. The Shifting Paradigm of Prognostic Factors of Colorectal Liver Metastases: From Tumor-Centered to Host Immune-Centered Factors. Front Oncol 2018; 8:181. [PMID: 29892573 PMCID: PMC5985314 DOI: 10.3389/fonc.2018.00181] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 05/09/2018] [Indexed: 12/20/2022] Open
Abstract
The determinants of prognosis in patients with colorectal liver metastases (CLM) have been traditionally searched among the tumoral factors, either of the primary colorectal tumor or of the CLM. While many different scoring systems have been developed based on those clinic-pathological factors with disparate results, there has been the introduction of genetic biological markers that added a theranostic perspective. More recently, other important elements, such as those factors related to the host immune system, have been proposed as determinants of prognosis of CLM patients. In the present work, we review the current prognostic factors of CLM patients as well as the burgeoning shifting paradigm of prognostication that relies on the host immune system.
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Affiliation(s)
- Matteo Donadon
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Italy
| | - Ana Lleo
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Internal Medicine, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Cristiana Soldani
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Barbara Franceschini
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Massimo Roncalli
- Department of Biomedical Science, Humanitas University, Rozzano, Italy.,Department of Pathology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Guido Torzilli
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center, Rozzano, Italy.,Department of Biomedical Science, Humanitas University, Rozzano, Italy
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50
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Faggioli F, Palagano E, Di Tommaso L, Donadon M, Marrella V, Recordati C, Mantero S, Villa A, Vezzoni P, Cassani B. B lymphocytes limit senescence-driven fibrosis resolution and favor hepatocarcinogenesis in mouse liver injury. Hepatology 2018; 67:1970-1985. [PMID: 29105104 DOI: 10.1002/hep.29636] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 09/20/2017] [Accepted: 10/31/2017] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is a frequent neoplasia and a leading cause of inflammation-related cancer mortality. Despite that most HCCs arise from persistent inflammatory conditions, pathways linking chronic inflammation to cancer development are still incompletely elucidated. We dissected the role of adaptive immunity in the Mdr2 knockout (Mdr2-/- ) mouse, a model of inflammation-associated cancer, in which ablation of adaptive immunity has been induced genetically (Rag2-/- Mdr2-/- and μMt-Mdr2-/- mice) or with in vivo treatments using lymphocyte-specific depleting antibodies (anti-CD20 or anti-CD4/CD8). We found that activated B and T lymphocytes, secreting fibrogenic tumor necrosis factor alpha (TNFα) and other proinflammatory cytokines, infiltrated liver of the Mdr2-/- mice during chronic fibrosing cholangitis. Lymphocyte ablation, in the Rag2-/- Mdr2-/- and μMt-Mdr2-/- mice, strongly suppressed hepatic stellate cell (HSC) activation and extracellular matrix deposition, enhancing HSC transition to cellular senescence. Moreover, lack of lymphocytes changed the intrahepatic metabolic/oxidative state, resulting in skewed macrophage polarization toward an anti-inflammatory M2 phenotype. Remarkably, hepatocarcinogenesis was significantly suppressed in the Rag2-/- Mdr2-/- mice, correlating with reduced TNFα/NF-κB (nuclear factor kappa B) pathway activation. Ablation of CD20+ B cells, but not of CD4+ /CD8+ T cells, in Mdr2-/- mice, promoted senescence-mediated fibrosis resolution and inhibited the protumorigenic TNFα/NF-κB pathway. Interestingly, presence of infiltrating B cells correlated with increased tumor aggressiveness and reduced disease-free survival in human HCC. CONCLUSION Adaptive immunity sustains liver fibrosis (LF) and favors HCC growth in chronic injury, by modulating innate components of inflammation and limiting the extent of HSC senescence. Therapies designed for B-cell targeting may be an effective strategy in LF. (Hepatology 2018;67:1970-1985).
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Affiliation(s)
- Francesca Faggioli
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
| | - Eleonora Palagano
- Humanitas Clinical and Research Center, Rozzano, Italy
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
| | - Luca Di Tommaso
- Pathology Unit, Humanitas Clinical and Research Center, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Matteo Donadon
- Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Veronica Marrella
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
| | - Camilla Recordati
- Mouse and Animal Pathology Laboratory, Fondazione Filarete, Milano, Italy
| | - Stefano Mantero
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
| | - Anna Villa
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
| | - Paolo Vezzoni
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
| | - Barbara Cassani
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, National Research Council, Milan, Italy
- Humanitas Clinical and Research Center, Rozzano, Italy
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