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Ammirabile A, Cavinato L, Ferro CAP, Fiz F, Savino MS, Russolillo N, Balbo Mussetto A, Ragaini EM, Lanza E, Akpinar R, Procopio F, Francone M, Terracciano LM, Gallo T, De Rosa G, Ferrero A, Di Tommaso L, Ieva F, Torzilli G, Viganò L. CT-radiomics and pathological tumor response to systemic therapy: A predictive analysis for colorectal liver metastases. Development and internal validation of a clinical-radiomic model. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 51:109557. [PMID: 39729863 DOI: 10.1016/j.ejso.2024.109557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 11/11/2024] [Accepted: 12/15/2024] [Indexed: 12/29/2024]
Abstract
INTRODUCTION The standard treatment of colorectal liver metastases (CRLM) is surgery with perioperative chemotherapy. A tumor response to systemic therapy confirmed at pathology examination is the strongest predictor of survival, but it cannot be adequately predicted in the preoperative setting. This bi-institutional retrospective study investigates whether CT-based radiomics of CRLM and peritumoral tissue provides a reliable non-invasive estimation of the pathological tumor response to chemotherapy. METHODS All consecutive patients undergoing liver resection for CRLM at the two institutions were considered. Only patients with a radiological partial response or stable disease at chemotherapy and with a preoperative/post-chemotherapy CT performed <60 days before surgery were included. The pathological response was evaluated according to the tumor regression grade (TRG). The tumor (Tumor-VOI) was manually segmented on the portal phase of the CT and a 5-mm ring of peritumoral tissue was automatically generated (Margin-VOI). The predictive models underwent internal validation. RESULTS Overall, 222 patients were included; 64 had a pathological response (29 %, TRG1-3). Two-third of patients displaying a radiological response (111/170) did not have a pathological one (TRG4-5). For TRG1-3 prediction, the clinical model performed fairly (Accuracy = 0.725, validation-AUC = 0.717 95%CI = 0.652-0.788). Radiomics improved the results: the model combining the clinical data and Tumor-VOI features had Accuracy = 0.743 and validation-AUC = 0.729 (95%CI = 0.665-0.798); the full model (clinical/Tumor-VOI/Margin-VOI) achieved Accuracy = 0.820 and validation-AUC = 0.768 (95%CI = 0.707-0.826). CONCLUSION CT-based radiomics of CRLM allows an insightful non-invasive assessment of TRG. The combined analysis of the tumor and peritumoral tissue improves the prediction. In association with clinical data, the radiomic indices outperform standard radiological and clinical evaluation.
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Affiliation(s)
- Angela Ammirabile
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Lara Cavinato
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy.
| | - Carola Anna Paolina Ferro
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Department of Surgery, Monza Hospital, University of Milano Bicocca, Monza, Italy.
| | - Francesco Fiz
- Nuclear Medicine Unit, Department of Diagnostic Imaging, Ente Ospedaliero "Ospedali Galliera", Genoa, Italy; Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital, Tübingen, Germany.
| | | | - Nadia Russolillo
- Department of General and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, Turin, Italy.
| | | | | | - Ezio Lanza
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Reha Akpinar
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Pathology Unit, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Fabio Procopio
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Marco Francone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Luigi Maria Terracciano
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Pathology Unit, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Teresa Gallo
- Department of Radiology, Mauriziano Umberto I Hospital, Turin, Italy.
| | - Giovanni De Rosa
- Department of Pathology, Mauriziano Umberto I Hospital, Turin, Italy.
| | - Alessandro Ferrero
- Department of General and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, Turin, Italy.
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Pathology Unit, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Francesca Ieva
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy; CHDS - Center for Health Data Science, Human Technopole, Milan, Italy.
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy.
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, Bergamo, Italy.
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Trehub Y, Fretland ÅA, Zelinskyi A, Kharkov D, Babashev O, Chieverdiuk D, Shchebetun A, Khyzhniak K, Pavlovskii M, Strokan A, Zemskov S. Initial experience of parenchyma-sparing liver resection with systematic selective hepatic vein reconstruction for colorectal metastases. BMJ SURGERY, INTERVENTIONS, & HEALTH TECHNOLOGIES 2024; 6:e000302. [PMID: 39687210 PMCID: PMC11647387 DOI: 10.1136/bmjsit-2024-000302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 10/21/2024] [Indexed: 12/18/2024] Open
Abstract
Objectives This study aims to assess the feasibility and short-term and intermediate-term technical success rate of the concept of systematic selective hepatic vein (HV) reconstruction for parenchyma-sparing hepatectomies (PSHs) in patients with colorectal liver metastases (CRLM) in accordance with stage 2a of the IDEAL framework. Design The prospective case series of patients deemed eligible and operated on according to the concept. Setting All patients were treated by a single surgical team in three hospitals in Ukraine from June 2022 to November 2023. Participants The study included nine cases of resectable CRLM with at least one lesion located in the hepatocaval confluence with HV(s) invasion, for whom reconstruction of the HV(s) allowed for additional parenchyma preservation, being an alternative to major or extended hepatectomy. Interventions Liver resections with different types of HVs reconstruction (primary closure, patching, end-to-end anastomosis with or without grafting) were performed after a thorough evaluation of the future liver remnant volume, volume of potentially additionally preserved parenchyma and possibility of future repeat hepatectomies. Main outcome measures Postoperative morbidity, short-term and long-term patency of the reconstructed vessels, and the volume of additionally preserved parenchyma were the focus. Results Segmental resection was performed in four cases, two with graft interposition. Patch reconstruction was performed for three HVs and two inferior vena cava resections. Two cases required primary closure. No mortality was observed, while the major morbidity rate was 33%. The short-term and long-term patency of the reconstructed HVs was 88.9% and 66.7%, respectively. HV reconstructions allowed the preservation of additional parenchyma (mean 495.4 mL, 95% CI 350.2 to 640.7). A decision-making algorithm to be used within the described approach is proposed. Conclusions Selective HV reconstruction is a feasible approach for PSH for CRLM. Further studies are needed to compare this approach to convenient major hepatectomies.
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Affiliation(s)
- Yevhenii Trehub
- The Centre of Innovative Surgery and Surgical Oncology, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
| | - Åsmund Avdem Fretland
- The Intervention Centre and Department of HPB Surgery, Oslo University Hospital, Oslo, Norway
| | - Artem Zelinskyi
- Department of Surgery, University Hospital of Schleswig-Holstein, Campus Luebeck, Lübeck, Germany
| | - Dzmitrii Kharkov
- The Centre of Organ and Anatomical Tissues Transplantation, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
| | - Oleksii Babashev
- The Centre of Innovative Surgery and Surgical Oncology, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
| | - Dmytro Chieverdiuk
- Department of Liver, Pancreatic Tumors and Oncovascular Surgery, Division of Thoraco-Abdominal Oncology, National Cancer Institute, Kyiv, Ukraine
| | - Artem Shchebetun
- Department of Liver, Pancreatic Tumors and Oncovascular Surgery, Division of Thoraco-Abdominal Oncology, National Cancer Institute, Kyiv, Ukraine
| | - Kyrylo Khyzhniak
- The Centre of Organ and Anatomical Tissues Transplantation, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
| | - Maksym Pavlovskii
- The Centre of Anaesthesiology, ECMO and Advanced Surgical Intensive Care, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
| | - Andrii Strokan
- Deputy Chief Doctor of the Medical Unit, Feofaniya Clinical Hospital of the State Management of Affairs of Ukraine, Kyiv, Ukraine
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Fiz F, Rossi N, Langella S, Conci S, Serenari M, Ardito F, Cucchetti A, Gallo T, Zamboni GA, Mosconi C, Boldrini L, Mirarchi M, Cirillo S, Ruzzenente A, Pecorella I, Russolillo N, Borzi M, Vara G, Mele C, Ercolani G, Giuliante F, Cescon M, Guglielmi A, Ferrero A, Sollini M, Chiti A, Torzilli G, Ieva F, Viganò L. Radiomics of Intrahepatic Cholangiocarcinoma and Peritumoral Tissue Predicts Postoperative Survival: Development of a CT-Based Clinical-Radiomic Model. Ann Surg Oncol 2024; 31:5604-5614. [PMID: 38797789 DOI: 10.1245/s10434-024-15457-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 04/28/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND For many tumors, radiomics provided a relevant prognostic contribution. This study tested whether the computed tomography (CT)-based textural features of intrahepatic cholangiocarcinoma (ICC) and peritumoral tissue improve the prediction of survival after resection compared with the standard clinical indices. METHODS All consecutive patients affected by ICC who underwent hepatectomy at six high-volume centers (2009-2019) were considered for the study. The arterial and portal phases of CT performed fewer than 60 days before surgery were analyzed. A manual segmentation of the tumor was performed (Tumor-VOI). A 5-mm volume expansion then was applied to identify the peritumoral tissue (Margin-VOI). RESULTS The study enrolled 215 patients. After a median follow-up period of 28 months, the overall survival (OS) rate was 57.0%, and the progression-free survival (PFS) rate was 34.9% at 3 years. The clinical predictive model of OS had a C-index of 0.681. The addition of radiomic features led to a progressive improvement of performances (C-index of 0.71, including the portal Tumor-VOI, C-index of 0.752 including the portal Tumor- and Margin-VOI, C-index of 0.764, including all VOIs of the portal and arterial phases). The latter model combined clinical variables (CA19-9 and tumor pattern), tumor indices (density, homogeneity), margin data (kurtosis, compacity, shape), and GLRLM indices. The model had performance equivalent to that of the postoperative clinical model including the pathology data (C-index of 0.765). The same results were observed for PFS. CONCLUSIONS The radiomics of ICC and peritumoral tissue extracted from preoperative CT improves the prediction of survival. Both the portal and arterial phases should be considered. Radiomic and clinical data are complementary and achieve a preoperative estimation of prognosis equivalent to that achieved in the postoperative setting.
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Affiliation(s)
- Francesco Fiz
- Nuclear Medicine Unit, Department of Diagnostic Imaging, Ente Ospedaliero "Ospedali Galliera", Genoa, Italy
- Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital, Tübingen, Germany
| | - Noemi Rossi
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy
| | - Serena Langella
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, Turin, Italy
| | - Simone Conci
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynaecology and Pediatrics, University Hospital G.B. Rossi, University of Verona, Verona, Italy
| | - Matteo Serenari
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesco Ardito
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
- Department of General Surgery, Morgagni-Pierantoni Hospital, Forlì, Italy
| | - Teresa Gallo
- Department of Radiology, Mauriziano Umberto I Hospital, Turin, Italy
| | - Giulia A Zamboni
- Department of Radiology, University Hospital G.B. Rossi, University of Verona, Verona, Italy
| | - Cristina Mosconi
- Department of Radiology, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Boldrini
- Department of Radiology, Radiation Oncology and Hematology, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | | | - Stefano Cirillo
- Department of Radiology, Mauriziano Umberto I Hospital, Turin, Italy
| | - Andrea Ruzzenente
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynaecology and Pediatrics, University Hospital G.B. Rossi, University of Verona, Verona, Italy
| | - Ilaria Pecorella
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Nadia Russolillo
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, Turin, Italy
| | - Martina Borzi
- Department of Radiology, University Hospital G.B. Rossi, University of Verona, Verona, Italy
| | - Giulio Vara
- Department of Radiology, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | - Caterina Mele
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giorgio Ercolani
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
- Department of General Surgery, Morgagni-Pierantoni Hospital, Forlì, Italy
| | - Felice Giuliante
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Matteo Cescon
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Alfredo Guglielmi
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynaecology and Pediatrics, University Hospital G.B. Rossi, University of Verona, Verona, Italy
| | - Alessandro Ferrero
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, Turin, Italy
| | - Martina Sollini
- Department of Nuclear Medicine, IRCCS San Raffaele, Milan, Italy
- Faculty of Medicine, Università Vita-Salute San Raffaele, Milan, Italy
| | - Arturo Chiti
- Department of Nuclear Medicine, IRCCS San Raffaele, Milan, Italy
- Faculty of Medicine, Università Vita-Salute San Raffaele, Milan, Italy
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Francesca Ieva
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy
- CHDS - Center for Health Data Science, Human Technopole, Milan, Italy
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.
- Hepatobiliary Unit, Department of Minimally Invasive General and Oncologic Surgery, Humanitas Gavazzeni University Hospital, Bergamo, Italy.
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Zhang XC, Zhou YW, Wei GX, Luo YQ, Qiu M. Locoregional therapies combined with immune checkpoint inhibitors for liver metastases. Cancer Cell Int 2024; 24:302. [PMID: 39217341 PMCID: PMC11365172 DOI: 10.1186/s12935-024-03484-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024] Open
Abstract
Immune checkpoint inhibitors (ICIs) have achieved remarkable success in clinical research and practice. Notably, liver metastasis is not sensitive to ICIs. Liver locoregional therapies can cause irreversible damage to tumor cells and release tumor antigens, thereby providing a rationale for immunotherapy treatments in liver metastasis. The combination therapy of ICIs with locoregional therapies is a promising option for patients with liver metastasis. Preclinical studies have demonstrated that combining ICIs with locoregional therapies produces a significantly synergistic anti-tumor effect. However, the current evidence for the efficacy of ICIs combined with locoregional therapies remains insufficient. Therefore, we review the literature on the mechanisms of locoregional therapies in treating liver metastasis and the clinical research progress of their combination with ICIs.
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Affiliation(s)
- Xing-Chen Zhang
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, 37 Guoxue Xiang Street, Chengdu, 610041, Sichuan Province, China
| | - Yu-Wen Zhou
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, 37 Guoxue Xiang Street, Chengdu, 610041, Sichuan Province, China
| | - Gui-Xia Wei
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Yi-Qiao Luo
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Meng Qiu
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, 37 Guoxue Xiang Street, Chengdu, 610041, Sichuan Province, China.
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Fiz F, Ragaini EM, Sirchia S, Masala C, Viganò S, Francone M, Cavinato L, Lanzarone E, Ammirabile A, Viganò L. Radiomic Gradient in Peritumoural Tissue of Liver Metastases: A Biomarker for Clinical Practice? Analysing Density, Entropy, and Uniformity Variations with Distance from the Tumour. Diagnostics (Basel) 2024; 14:1552. [PMID: 39061691 PMCID: PMC11276558 DOI: 10.3390/diagnostics14141552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
The radiomic analysis of the tissue surrounding colorectal liver metastases (CRLM) enhances the prediction accuracy of pathology data and survival. We explored the variation of the textural features in the peritumoural tissue as the distance from CRLM increases. We considered patients with hypodense CRLMs >10 mm and high-quality computed tomography (CT). In the portal phase, we segmented (1) the tumour, (2) a series of concentric rims at a progressively increasing distance from CRLM (from one to ten millimetres), and (3) a cylinder of normal parenchyma (Liver-VOI). Sixty-three CRLMs in 51 patients were analysed. Median peritumoural HU values were similar to Liver-VOI, except for the first millimetre around the CRLM. Entropy progressively decreased (from 3.11 of CRLM to 2.54 of Liver-VOI), while uniformity increased (from 0.135 to 0.199, p < 0.001). At 10 mm from CRLM, entropy was similar to the Liver-VOI in 62% of cases and uniformity in 46%. In small CRLMs (≤30 mm) and responders to chemotherapy, normalisation of entropy and uniformity values occurred in a higher proportion of cases and at a shorter distance. The radiomic analysis of the parenchyma surrounding CRLMs unveiled a wide halo of progressively decreasing entropy and increasing uniformity despite a normal radiological aspect. Underlying pathology data should be investigated.
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Affiliation(s)
- Francesco Fiz
- Nuclear Medicine Unit, Department of Diagnostic Imaging, Ente Ospedaliero “Ospedali Galliera”, 16128 Genoa, Italy
- Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital, 72076 Tübingen, Germany
| | - Elisa Maria Ragaini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
| | - Sara Sirchia
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Chiara Masala
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Samuele Viganò
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (S.V.); (L.C.)
| | - Marco Francone
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, 20089 Milan, Italy
| | - Lara Cavinato
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (S.V.); (L.C.)
| | - Ettore Lanzarone
- Department of Management, Information and Production Engineering, University of Bergamo, 24129 Bergamo, Italy; (S.S.); (C.M.); (E.L.)
| | - Angela Ammirabile
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, 20089 Milan, Italy
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (E.M.R.); (M.F.); (A.A.)
- Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, 24125 Bergamo, Italy
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6
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Wong P, Wong GYM, Toon CW, Chapuis P, Hugh TJ. The association between KRAS and histopathological growth patterns and the impact on resection margins around vasculature and bile ducts in colorectal liver metastases. ANZ J Surg 2024; 94:560-565. [PMID: 38366706 DOI: 10.1111/ans.18886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 02/18/2024]
Abstract
The liver is the most frequent and often the only site of distant disease in colorectal cancer and, of all treatment protocols currently in use, resection is the most likely to result in long-term cure. Within the liver, tumour proximity to major vasculature and biliary structures poses a resection challenge, requiring a balance of achieving negative margins while preserving adequate vascular circulation and biliary drainage. The focus on parenchymal sparing resections are important but just as important may be the 'biological' behaviour of the tumour. In colorectal liver metastases (CRLM), biomarkers such as the Kirsten rat sarcoma oncogene homologue (KRAS) gene and histological growth patterns (HGPs) further improve the prognostication after resection. However, to date, the association between the KRAS status and HGPs in CRLM and their impact on resection margins around major vasculature or biliary structures in terms of overall survival and recurrence rates are unclear. The aim of this review was to explore the available evidence for the association between KRAS and HGPs in CRLM and attempt to define their impact on resection margins near major structures.
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Affiliation(s)
- Pearl Wong
- Upper Gastrointestinal Surgery Unit, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Geoffrey Yuet Mun Wong
- Upper Gastrointestinal Surgery Unit, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Christopher W Toon
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
- Anatomical Pathology Unit, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Pierre Chapuis
- Colorectal Unit and the Concord Institute of Academic Surgery, Concord Repatriation General Hospital, University of Sydney, Sydney, New South Wales, Australia
| | - Thomas J Hugh
- Upper Gastrointestinal Surgery Unit, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
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7
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Achterberg FB, Bijlstra OD, Slooter MD, Sibinga Mulder BG, Boonstra MC, Bouwense SA, Bosscha K, Coolsen MME, Derksen WJM, Gerhards MF, Gobardhan PD, Hagendoorn J, Lips D, Marsman HA, Zonderhuis BM, Wullaert L, Putter H, Burggraaf J, Mieog JSD, Vahrmeijer AL, Swijnenburg RJ. ICG-Fluorescence Imaging for Margin Assessment During Minimally Invasive Colorectal Liver Metastasis Resection. JAMA Netw Open 2024; 7:e246548. [PMID: 38639939 PMCID: PMC11031680 DOI: 10.1001/jamanetworkopen.2024.6548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/31/2024] [Indexed: 04/20/2024] Open
Abstract
Importance Unintended tumor-positive resection margins occur frequently during minimally invasive surgery for colorectal liver metastases and potentially negatively influence oncologic outcomes. Objective To assess whether indocyanine green (ICG)-fluorescence-guided surgery is associated with achieving a higher radical resection rate in minimally invasive colorectal liver metastasis surgery and to assess the accuracy of ICG fluorescence for predicting the resection margin status. Design, Setting, and Participants The MIMIC (Minimally Invasive, Indocyanine-Guided Metastasectomy in Patients With Colorectal Liver Metastases) trial was designed as a prospective single-arm multicenter cohort study in 8 Dutch liver surgery centers. Patients were scheduled to undergo minimally invasive (laparoscopic or robot-assisted) resections of colorectal liver metastases between September 1, 2018, and June 30, 2021. Exposures All patients received a single intravenous bolus of 10 mg of ICG 24 hours prior to surgery. During surgery, ICG-fluorescence imaging was used as an adjunct to ultrasonography and regular laparoscopy to guide and assess the resection margin in real time. The ICG-fluorescence imaging was performed during and after liver parenchymal transection to enable real-time assessment of the tumor margin. Absence of ICG fluorescence was favorable both during transection and in the tumor bed directly after resection. Main Outcomes and Measures The primary outcome measure was the radical (R0) resection rate, defined by the percentage of colorectal liver metastases resected with at least a 1 mm distance between the tumor and resection plane. Secondary outcomes were the accuracy of ICG fluorescence in detecting margin-positive (R1; <1 mm margin) resections and the change in surgical management. Results In total, 225 patients were enrolled, of whom 201 (116 [57.7%] male; median age, 65 [IQR, 57-72] years) with 316 histologically proven colorectal liver metastases were included in the final analysis. The overall R0 resection rate was 92.4%. Re-resection of ICG-fluorescent tissue in the resection cavity was associated with a 5.0% increase in the R0 percentage (from 87.4% to 92.4%; P < .001). The sensitivity and specificity for real-time resection margin assessment were 60% and 90%, respectively (area under the receiver operating characteristic curve, 0.751; 95% CI, 0.668-0.833), with a positive predictive value of 54% and a negative predictive value of 92%. After training and proctoring of the first procedures, participating centers that were new to the technique had a comparable false-positive rate for predicting R1 resections during the first 10 procedures (odds ratio, 1.36; 95% CI, 0.44-4.24). The ICG-fluorescence imaging was associated with changes in intraoperative surgical management in 56 (27.9%) of the patients. Conclusions and Relevance In this multicenter prospective cohort study, ICG-fluorescence imaging was associated with an increased rate of tumor margin-negative resection and changes in surgical management in more than one-quarter of the patients. The absence of ICG fluorescence during liver parenchymal transection predicted an R0 resection with 92% accuracy. These results suggest that use of ICG fluorescence may provide real-time feedback of the tumor margin and a higher rate of complete oncologic resection.
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Affiliation(s)
- Friso B. Achterberg
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
- Department of Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Department of Surgery, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Okker D. Bijlstra
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
- Department of Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Department of Surgery, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Maxime D. Slooter
- Department of Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Mark C. Boonstra
- Department of Surgery, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Stefan A. Bouwense
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Ziekenhuis, Den Bosch, the Netherlands
| | - Mariëlle M. E. Coolsen
- Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Wouter J. M. Derksen
- Department of Surgery, St. Antonius Hospital, Nieuwegein/Regionaal Academisch Kankercentrum Utrecht, Utrecht, the Netherlands
| | - Michael F. Gerhards
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands
| | | | - Jeroen Hagendoorn
- Department of Surgery, University Medical Center Utrecht/Regionaal Academisch Kankercentrum Utrecht, Utrecht, the Netherlands
| | - Daan Lips
- Department of Surgery, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Hendrik A. Marsman
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands
| | - Babs M. Zonderhuis
- Department of Surgery, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Lissa Wullaert
- Department of Surgery, Amphia Ziekenhuis, Breda, the Netherlands
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Hein Putter
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, the Netherlands
| | - Jacobus Burggraaf
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
- Centre for Human Drug Research, Leiden, the Netherlands
| | - J. Sven D. Mieog
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Department of Surgery, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
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8
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Dasari BVM, Raptis D, Syn N, Serrablo A, Ramia JM, Laurenzi A, Sturesson C, Pawlik TM, Siriwardena AK, Lesurtel M. Development and validation of a novel risk score to predict overall survival following surgical clearance of bilobar colorectal liver metastases. BJS Open 2023; 7:zrad085. [PMID: 37738617 PMCID: PMC10516618 DOI: 10.1093/bjsopen/zrad085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 07/11/2023] [Accepted: 07/16/2023] [Indexed: 09/24/2023] Open
Abstract
BACKGROUND Bilobar liver metastases from colorectal cancer pose a challenge for obtaining a satisfactory oncological outcome with an adequate future liver remnant. This study aimed to assess the clinical and pathological determinants of overall survival and recurrence-free survival among patients undergoing surgical clearance of bilobar liver metastases from colorectal cancer. METHODS A retrospective international multicentre study of patients who underwent surgery for bilobar liver metastases from colorectal cancer between January 2012 and December 2018 was conducted. Overall survival and recurrence-free survival at 1, 2, 3 and 5 years after surgery were the primary outcomes evaluated. The secondary outcomes were duration of postoperative hospital stay, and 90-day major morbidity and mortality rates. A prognostic nomogram was developed using covariates selected from a Cox proportional hazards regression model, and internally validated using a 3:1 random partition into derivation and validation cohorts. RESULTS A total of 1236 patients were included from 70 centres. The majority (88 per cent) of the patients had synchronous liver metastases. Overall survival at 1, 2, 3 and 5 years was 86.4 per cent, 67.5 per cent, 52.6 per cent and 33.8 per cent, and the recurrence-free survival rates were 48.7 per cent, 26.6 per cent, 19.2 per cent and 10.5 per cent respectively. A total of 25 per cent of patients had recurrent disease within 6 months. Margin positivity and progressive disease at liver resection were poor prognostic factors, while adjuvant chemotherapy in margin-positive resections improved overall survival. The bilobar liver metastases from colorectal cancer-overall survival nomogram was developed from the derivation cohort based on pre- and postoperative factors. The nomogram's ability to forecast overall survival at 1, 2, 3 and 5 years was subsequently validated on the validation cohort and showed high accuracy (overall C-index = 0.742). CONCLUSION Despite the high recurrence rates, overall survival of patients undergoing surgical resection for bilobar liver metastases from colorectal cancer is encouraging. The novel bilobar liver metastases from colorectal cancer-overall survival nomogram helps in counselling and informed decision-making of patients planned for treatment of bilobar liver metastases from colorectal cancer.
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Affiliation(s)
- Bobby V M Dasari
- Institute of Immunology and Immunotherapy, University of Birmingham,
Birmingham, UK
- Department of HPB Surgery and Liver Transplantation, Queen Elizabeth
Hospital, Birmingham, UK
| | - Dimitri Raptis
- Department of HPB Surgery and Liver Transplantation, Royal Free
Hospital, London, UK
| | - Nicholas Syn
- Department of HPB Surgery and Liver Transplantation, National University of
Singapore, Singapore
| | - Alejandro Serrablo
- HBP Surgical Division, Miguel Servet University Hospital,
Zaragoza, Spain
| | - Jose Manuel Ramia
- Department of Hepatobiliary Surgery and Liver Transplantation, Hospital
General Universitario de Alicante, Alicante,
Spain
| | - Andrea Laurenzi
- Hepatobiliary Surgery and Organ Transplantation, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna,
Italy
| | - Christian Sturesson
- Division of Surgery, Department of Clinical Science, Intervention and
Technology (CLINTEC), Karolinska Institutet and Karolinska University
Hospital, Stockholm, Sweden
| | - Timothy M Pawlik
- Division of Surgery, Oncology, and Health Services Management and Policy,
The Ohio State University Wexner Medical Center, Ohio, USA
| | - Ajith K Siriwardena
- Department of Hepatobiliary Surgery, Manchester Royal
Infirmary, Manchester, UK
| | - Mickael Lesurtel
- Department of HPB Surgery & Liver Transplantation, Beaujon
Hospital—University of Paris Cité, Paris,
France
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9
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Fiz F, Rossi N, Langella S, Ruzzenente A, Serenari M, Ardito F, Cucchetti A, Gallo T, Zamboni G, Mosconi C, Boldrini L, Mirarchi M, Cirillo S, De Bellis M, Pecorella I, Russolillo N, Borzi M, Vara G, Mele C, Ercolani G, Giuliante F, Ravaioli M, Guglielmi A, Ferrero A, Sollini M, Chiti A, Torzilli G, Ieva F, Viganò L. Radiomic Analysis of Intrahepatic Cholangiocarcinoma: Non-Invasive Prediction of Pathology Data: A Multicenter Study to Develop a Clinical-Radiomic Model. Cancers (Basel) 2023; 15:4204. [PMID: 37686480 PMCID: PMC10486795 DOI: 10.3390/cancers15174204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 08/08/2023] [Accepted: 08/16/2023] [Indexed: 09/10/2023] Open
Abstract
Standard imaging cannot assess the pathology details of intrahepatic cholangiocarcinoma (ICC). We investigated whether CT-based radiomics may improve the prediction of tumor characteristics. All consecutive patients undergoing liver resection for ICC (2009-2019) in six high-volume centers were evaluated for inclusion. On the preoperative CT, we segmented the ICC (Tumor-VOI, i.e., volume-of-interest) and a 5-mm parenchyma rim around the tumor (Margin-VOI). We considered two types of pathology data: tumor grading (G) and microvascular invasion (MVI). The predictive models were internally validated. Overall, 244 patients were analyzed: 82 (34%) had G3 tumors and 139 (57%) had MVI. For G3 prediction, the clinical model had an AUC = 0.69 and an Accuracy = 0.68 at internal cross-validation. The addition of radiomic features extracted from the portal phase of CT improved the model performance (Clinical data+Tumor-VOI: AUC = 0.73/Accuracy = 0.72; +Tumor-/Margin-VOI: AUC = 0.77/Accuracy = 0.77). Also for MVI prediction, the addition of portal phase radiomics improved the model performance (Clinical data: AUC = 0.75/Accuracy = 0.70; +Tumor-VOI: AUC = 0.82/Accuracy = 0.73; +Tumor-/Margin-VOI: AUC = 0.82/Accuracy = 0.75). The permutation tests confirmed that a combined clinical-radiomic model outperforms a purely clinical one (p < 0.05). The addition of the textural features extracted from the arterial phase had no impact. In conclusion, the radiomic features of the tumor and peritumoral tissue extracted from the portal phase of preoperative CT improve the prediction of ICC grading and MVI.
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Affiliation(s)
- Francesco Fiz
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, 20089 Milan, Italy; (F.F.); (M.S.); (A.C.)
| | - Noemi Rossi
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (N.R.); (F.I.)
| | - Serena Langella
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, 10128 Turin, Italy; (S.L.); (N.R.); (A.F.)
| | - Andrea Ruzzenente
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (A.R.); (M.D.B.); (A.G.)
| | - Matteo Serenari
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant’Orsola-Malpighi Hospital, 40138 Bologna, Italy; (M.S.); (M.R.)
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.C.); (G.E.)
| | - Francesco Ardito
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (F.A.); (C.M.); (F.G.)
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.C.); (G.E.)
- Department of General Surgery, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy;
| | - Teresa Gallo
- Department of Radiology, Mauriziano Umberto I Hospital, 10128 Turin, Italy; (T.G.); (S.C.)
| | - Giulia Zamboni
- Department of Radiology, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (G.Z.); (M.B.)
| | - Cristina Mosconi
- Department of Radiology, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant’Orsola-Malpighi Hospital, 40138 Bologna, Italy; (C.M.); (G.V.)
| | - Luca Boldrini
- Department of Radiology, Radiation Oncology and Hematology, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy;
| | - Mariateresa Mirarchi
- Department of General Surgery, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy;
| | - Stefano Cirillo
- Department of Radiology, Mauriziano Umberto I Hospital, 10128 Turin, Italy; (T.G.); (S.C.)
| | - Mario De Bellis
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (A.R.); (M.D.B.); (A.G.)
| | - Ilaria Pecorella
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (I.P.); (G.T.)
| | - Nadia Russolillo
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, 10128 Turin, Italy; (S.L.); (N.R.); (A.F.)
| | - Martina Borzi
- Department of Radiology, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (G.Z.); (M.B.)
| | - Giulio Vara
- Department of Radiology, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant’Orsola-Malpighi Hospital, 40138 Bologna, Italy; (C.M.); (G.V.)
| | - Caterina Mele
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (F.A.); (C.M.); (F.G.)
| | - Giorgio Ercolani
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.C.); (G.E.)
- Department of General Surgery, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy;
| | - Felice Giuliante
- Hepatobiliary Surgery Unit, A. Gemelli Hospital, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (F.A.); (C.M.); (F.G.)
| | - Matteo Ravaioli
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant’Orsola-Malpighi Hospital, 40138 Bologna, Italy; (M.S.); (M.R.)
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.C.); (G.E.)
| | - Alfredo Guglielmi
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (A.R.); (M.D.B.); (A.G.)
| | - Alessandro Ferrero
- Department of Digestive and Hepatobiliary Surgery, Mauriziano Umberto I Hospital, 10128 Turin, Italy; (S.L.); (N.R.); (A.F.)
| | - Martina Sollini
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, 20089 Milan, Italy; (F.F.); (M.S.); (A.C.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (I.P.); (G.T.)
| | - Arturo Chiti
- Department of Nuclear Medicine, IRCCS Humanitas Research Hospital, 20089 Milan, Italy; (F.F.); (M.S.); (A.C.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (I.P.); (G.T.)
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (I.P.); (G.T.)
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Francesca Ieva
- MOX Laboratory, Department of Mathematics, Politecnico di Milano, 20133 Milan, Italy; (N.R.); (F.I.)
- CHDS—Center for Health Data Science, Human Technopole, 20157 Milan, Italy
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (I.P.); (G.T.)
- Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, 24125 Bergamo, Italy
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10
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Kong B, Zhou J, Wang H, Li Y, Pan Y, Zhu H, Zhang Q, Fan Q, Wang X, Zhang G. Histopathological growth pattern evolution of tumor in VX2 liver cancer model. Pathol Res Pract 2023; 244:154401. [PMID: 36905696 DOI: 10.1016/j.prp.2023.154401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/27/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023]
Abstract
The histopathological growth pattern (HGP) is a morphological reflection of interactions between cancer cells and the surrounding tissue, and has been identified with a remarkably predictive value in liver metastases. However, there is still a lack of studies on HGP of primary liver cancer even furtherly on HGP evolution. We employed VX2 tumor-bearing rabbits as the primary liver cancer model of which tumor size and distant metastasis were investigated. HGP assessment and computed tomography scanning was performed in four cohorts of different time points to map the HGP evolution. Additionally, Fibrin deposition and neovascularization were evaluated by Masson staining and immunohistochemical analysis of CD31, hypoxia-inducible factor-1 alpha (HIF1A) and vascular endothelial growth factor (VEGF). Tumors displayed exponential growth in the VX2 liver cancer model, but these tumor-bearing animals did not show any visible metastasis until they reached a specific stage of development. Correspondingly, the components of HGPs changed along with the tumor growth. The proportion of desmoplastic HGP (dHGP) decreased initially and then grew, but in contrast, the level of replacement HGP (rHGP) rose from the 7th day, reached a peak at around the 21st day, and then appeared drop. Importantly, the collagen deposition and expression of HIF1A and VEGF correlated with dHGP, while CD31 did not. HGP evolution presents a two-way switch including dHGP to rHGP and rHGP to dHGP, in which the emergence of rHGP may be linked to metastases. HIF1A-VEGF partially participates in the HGP evolution and presumably plays a key role in the formation of dHGP.
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Affiliation(s)
- Bingtan Kong
- School of Graduates, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Jie Zhou
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Hao Wang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Yinan Li
- School of Graduates, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Yuancan Pan
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Hui Zhu
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Qing Zhang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China
| | - Qingsheng Fan
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China.
| | - Xiaomin Wang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China.
| | - Ganlin Zhang
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, China.
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11
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Wensink GE, Bolhuis K, Elferink MAG, Fijneman RJA, Kranenburg O, Borel Rinkes IHM, Koopman M, Swijnenburg RJ, Vink GR, Hagendoorn J, Punt CJA, Roodhart JML, Elias SG. Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases. Br J Surg 2023; 110:362-371. [PMID: 36655278 PMCID: PMC10364507 DOI: 10.1093/bjs/znac461] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 11/16/2022] [Accepted: 12/19/2022] [Indexed: 01/20/2023]
Abstract
BACKGROUND Patients who develop early extrahepatic recurrence (EHR) may not benefit from local treatment of colorectal liver metastases (CRLMs). This study aimed to develop a prediction model for early EHR after local treatment of CRLMs using a national data set. METHODS A Cox regression prediction model for EHR was developed and validated internally using data on patients who had local treatment for CRLMs with curative intent. Performance assessment included calibration, discrimination, net benefit, and generalizability by internal-external cross-validation. The prognostic relevance of early EHR (within 6 months) was evaluated by landmark analysis. RESULTS During a median follow-up of 35 months, 557 of the 1077 patients had EHR and 249 died. Median overall survival was 19.5 (95 per cent c.i. 15.6 to 23.0) months in patients with early EHR after CRLM treatment, compared with not reached (45.3 months to not reached) in patients without an early EHR. The EHR prediction model included side and stage of the primary tumour, RAS/BRAFV600E mutational status, and number and size of CRLMs. The range of 6-month EHR predictions was 5.9-56.0 (i.q.r. 12.9-22.0) per cent. The model demonstrated good calibration and discrimination. The C-index through 6 and 12 months was 0.663 (95 per cent c.i. 0.624 to 0.702) and 0.661 (0.632 to 0.689) respectively. The observed 6-month EHR risk was 6.5 per cent for patients in the lowest quartile of predicted risk compared with 32.0 per cent in the highest quartile. CONCLUSION Early EHR after local treatment of CRLMs can be predicted.
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Affiliation(s)
- G E Wensink
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Karen Bolhuis
- Department of Medical Oncology, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands.,Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marloes A G Elferink
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
| | - Remond J A Fijneman
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Onno Kranenburg
- Department of Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands.,Utrecht Platform for Organoid Technology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Inne H M Borel Rinkes
- Department of Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
| | - Geraldine R Vink
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands.,Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
| | - Jeroen Hagendoorn
- Department of Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Cornelis J A Punt
- Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Jeanine M L Roodhart
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Sjoerd G Elias
- Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
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12
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Fleischer JR, Schmitt AM, Haas G, Xu X, Zeisberg EM, Bohnenberger H, Küffer S, Teuwen LA, Karras PJ, Beißbarth T, Bleckmann A, Planque M, Fendt SM, Vermeulen P, Ghadimi M, Kalucka J, De Oliveira T, Conradi LC. Molecular differences of angiogenic versus vessel co-opting colorectal cancer liver metastases at single-cell resolution. Mol Cancer 2023; 22:17. [PMID: 36691028 PMCID: PMC9872436 DOI: 10.1186/s12943-023-01713-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 12/31/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Colorectal cancer liver metastases (CRCLM) are associated with a poor prognosis, reflected by a five-year survival rate of 14%. Anti-angiogenic therapy through anti-VEGF antibody administration is one of the limited therapies available. However, only a subgroup of metastases uses sprouting angiogenesis to secure their nutrients and oxygen supply, while others rely on vessel co-option (VCO). The distinct mode of vascularization is reflected by specific histopathological growth patterns (HGPs), which have proven prognostic and predictive significance. Nevertheless, their molecular mechanisms are poorly understood. METHODS We evaluated CRCLM from 225 patients regarding their HGP and clinical data. Moreover, we performed spatial (21,804 spots) and single-cell (22,419 cells) RNA sequencing analyses to explore molecular differences in detail, further validated in vitro through immunohistochemical analysis and patient-derived organoid cultures. RESULTS We detected specific metabolic alterations and a signature of WNT signalling activation in metastatic cancer cells related to the VCO phenotype. Importantly, in the corresponding healthy liver of CRCLM displaying sprouting angiogenesis, we identified a predominantly expressed capillary subtype of endothelial cells, which could be further explored as a possible predictor for HGP relying on sprouting angiogenesis. CONCLUSION These findings may prove to be novel therapeutic targets to the treatment of CRCLM, in special the ones relying on VCO.
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Affiliation(s)
- Johannes Robert Fleischer
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Alexandra Maria Schmitt
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Gwendolyn Haas
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Xingbo Xu
- Department of Cardiology and Pneumology, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site, Göttingen, Germany
| | - Elisabeth Maria Zeisberg
- Department of Cardiology and Pneumology, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site, Göttingen, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straβe40, 37075, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straβe40, 37075, Göttingen, Germany
| | - Laure-Anne Teuwen
- Department of Oncology, Antwerp University Hospital (UZA), Drie Eikenstraat 655, 2650, Edegem, Belgium
| | - Philipp Johannes Karras
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- Department of General- and Visceral Surgery, Raphaelsklinik Münster, Loerstraße 23, 48143, Münster, Germany
| | - Tim Beißbarth
- Department of Medical Bioinformatics, University Medical Center Göttingen, Goldschmidtstraße 1, 37077, Göttingen, Germany
| | - Annalen Bleckmann
- Department of Medicine A, Hematology, Oncology, and Pneumology, University Hospital Münster, 48149, Münster, Germany
| | - Mélanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Peter Vermeulen
- Translational Cancer Research Unit, GZA Hospitals, Sint-Augustinus, University of Antwerp, Antwerp, Belgium
| | - Michael Ghadimi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Joanna Kalucka
- Department of Biomedicine, Aarhus University, Høegh-Guldbergsgade 10, 8000, Aarhus C, Denmark
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
| | - Tiago De Oliveira
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Lena-Christin Conradi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany.
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13
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Zaharia C, Veen T, Lea D, Kanani A, Alexeeva M, Søreide K. Histopathological Growth Pattern in Colorectal Liver Metastasis and The Tumor Immune Microenvironment. Cancers (Basel) 2022; 15:cancers15010181. [PMID: 36612177 PMCID: PMC9818232 DOI: 10.3390/cancers15010181] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/23/2022] [Accepted: 12/24/2022] [Indexed: 12/29/2022] Open
Abstract
Almost half of all patients with colorectal cancer present with or eventually develop metastasis, most frequently in the liver. Understanding the histopathological growth patterns and tumor immune microenvironment of colorectal liver metastases may help determine treatment strategies and assess prognosis. A literature search was conducted to gather information on cancer biology, histopathological growth patterns, and the tumor immune microenvironment in colorectal liver metastases, including their mechanisms and their impact on clinical outcomes. A first consensus on histopathological growth patterns emerged in 2017, identifying five growth patterns. Later studies found benefits from a two-tier system, desmoplastic and non-desmoplastic, incorporated into the updated 2022 consensus. Furthermore, the tumor immune microenvironment shows additional characteristic features with relevance to cancer biology. This includes density of T-cells (CD8+), expression of claudin-2, presence of vessel co-option versus angiogenesis, as well as several other factors. The relation between histopathological growth patterns and the tumor immune microenvironment delineates distinct subtypes of cancer biology. The distinct subtypes are found to correlate with risk of metastasis or relapse, and hence to clinical outcome and long-term survival in each patient. In order to optimize personalized and precision therapy for patients with colorectal liver metastases, further investigation into the mechanisms of cancer biology and their translational aspects to novel treatment targets is warranted.
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Affiliation(s)
- Claudia Zaharia
- Department of Pathology, Stavanger University Hospital, N-4068 Stavanger, Norway
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Torhild Veen
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Dordi Lea
- Department of Pathology, Stavanger University Hospital, N-4068 Stavanger, Norway
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Arezo Kanani
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Marina Alexeeva
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
| | - Kjetil Søreide
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Gastrointestinal Surgery, Stavanger University Hospital, N-4068 Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, N-7804 Bergen, Norway
- Correspondence:
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14
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Symeonidis D, Tepetes K, Tzovaras G, Kissa L, Samara AA, Bompou E, Zacharoulis D. Colorectal Cancer Liver Metastases: Is an R1 Hepatic Resection Accepted? Clin Pract 2022; 12:1102-1110. [PMID: 36547120 PMCID: PMC9777184 DOI: 10.3390/clinpract12060112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/09/2022] [Accepted: 12/11/2022] [Indexed: 12/23/2022] Open
Abstract
Metastatic colorectal cancer is associated with a rather dismal 5-year overall survival. The liver is the most commonly affected organ. Improved 5-year survival rates after successful hepatic resections for metastases confined to the liver have been reported. Certainly, a hepatectomy that results in an incomplete tumor resection, in terms of leaving macroscopic residual tumor in the future liver remnant, is not associated with survival benefits. However, the prognostic implications of a microscopically positive surgical margin or a clear margin of less than 1 mm (R1) on pathology are debatable. Although it has been a field of extensive research, the relevant literature often reports contradictory results. The purpose of the present study was to define, assess the risk factors for, and, ultimately, analyze the effect that an R1 hepatic resection for colorectal cancer liver metastases might have on local recurrence rates and long-term prognosis by reviewing the relevant literature. Achieving an R0 hepatic resection, optimally with more than 1 mm of clear margin, should always be the goal. However, in the era of the aggressive multimodality treatment of liver metastatic colorectal cancer, an R1 resection might be the cost of increasing the pool of patients finally eligible for resection. The majority of literature reports have highlighted the detrimental effect of R1 resections on local recurrence and overall survival. However, there are indeed studies that degraded the prognostic handicap as a consequence of an R1 resection in selected patients and highlighted the presence of RAS mutations, the response to chemotherapy, and, in general, factors that reflect the biology of the disease as important, if not the determinant, prognostic factors. In these patients, the aggressive disease biology seems to outperform the resection margin status as a prognostic factor, and the recorded differences between R1 and R0 resections are equalized. Properly and accurately defining this patient group is a future challenge in the field of the surgical treatment of colorectal cancer liver metastases.
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15
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Kanno H, Hisaka T, Fujiyoshi K, Akiba J, Hashimoto K, Fujita F, Akagi Y. Prognostic Significance of the Histopathological Growth Pattern and Tumor-Infiltrating Lymphocytes in Stratifying Survival After Hepatectomy for Colorectal Liver Metastases. Ann Surg Oncol 2022; 30:3139-3147. [PMID: 36520232 DOI: 10.1245/s10434-022-12905-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/16/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND A histopathological growth pattern (HGP) occurs at the interface between tumor cells and the surrounding liver parenchyma. Desmoplastic HGP (dHGP) is associated with a favorable prognosis and shows denser infiltration of lymphocytes than other HGPs. Tumor-infiltrating lymphocytes (TILs) exert antitumor immunity, nonetheless, their prognostic significance in patients with dHGP is unknown. This study aimed to identify the prognostic significance of HGP and TILs in colorectal liver metastasis (CRLM). METHODS The study analyzed 140 patients who underwent hepatectomy for CRLM. Depending on the type of HGP and TIL, the patients were categorized into four groups (dHGP/high TIL, dHGP/low TIL, non-dHGP/high TIL, and non-dHGP/low TIL) for a comparison of their recurrence-free survival (RFS) and overall survival (OS). Uni- and multivariate analyses were performed using a Cox proportional hazards model. RESULTS The RFS and OS curves differed significantly between the groups. The multivariate analysis showed that a combination of HGP and TIL could stratify the recurrence and survival outcomes. CONCLUSION This study indicated that a combination of HGP and TIL can stratify the risk of survival after hepatectomy in patients with CRLM.
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Affiliation(s)
- Hiroki Kanno
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan.
| | - Toru Hisaka
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Kenji Fujiyoshi
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Jun Akiba
- Department of Diagnostic Pathology, Kurume University Hospital, Kurume, Japan
| | - Kazuaki Hashimoto
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Fumihiko Fujita
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
| | - Yoshito Akagi
- Department of Surgery, Kurume University School of Medicine, Kurume, Japan
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16
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Viganò L, Branciforte B, Laurenti V, Torzilli G. ASO Author Reflections: The Histopathological Growth Pattern of Colorectal Liver Metastases: A New Biomarker to Drive Surgical Strategy. Ann Surg Oncol 2022; 29:5525-5526. [PMID: 35505145 DOI: 10.1245/s10434-022-11846-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 04/20/2022] [Indexed: 11/18/2022]
Affiliation(s)
- L Viganò
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - B Branciforte
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - V Laurenti
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - G Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Milan, Italy. .,Department of Biomedical Sciences, Humanitas University, Milan, Italy.
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