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Nater M, Brügger M, Cecconi V, Pereira P, Forni G, Köksal H, Dimakou D, Herbst M, Calvanese AL, Lucchiari G, Schneider C, Valenta T, van den Broek M. Hepatic iNKT cells facilitate colorectal cancer metastasis by inducing a fibrotic niche in the liver. iScience 2025; 28:112364. [PMID: 40292307 PMCID: PMC12032931 DOI: 10.1016/j.isci.2025.112364] [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: 09/19/2024] [Revised: 03/05/2025] [Accepted: 04/02/2025] [Indexed: 04/30/2025] Open
Abstract
The liver is an important metastatic organ that contains many innate immune cells, yet little is known about their role in anti-metastatic defense. We investigated how invariant natural killer T (iNKT) cells influence colorectal cancer-derived liver metastasis using different models in immunocompetent mice. We found that hepatic iNKT cells promote metastasis by creating a supportive niche for disseminated cancer cells. Mechanistically, iNKT cells respond to disseminating cancer cells by producing the fibrogenic cytokines interleukin-4 (IL-4) and IL-13 in a T cell receptor-independent manner. Selective abrogation of IL-4 and IL-13 sensing in hepatic stellate cells prevented their transdifferentiation into extracellular matrix-producing myofibroblasts, which hindered metastatic outgrowth of disseminated cancer cells. This study highlights a novel tumor-promoting axis driven by iNKT cells in the initial stages of metastasis.
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Affiliation(s)
- Marc Nater
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Michael Brügger
- Department of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
| | - Virginia Cecconi
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Paulo Pereira
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Geo Forni
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Hakan Köksal
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Despoina Dimakou
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Michael Herbst
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | | | - Giulia Lucchiari
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | | | - Tomas Valenta
- Department of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
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Yıldırım MS, Güzel Y, Can C, Kaplan İ, Şenses V, Solmaz İ, Başgöz BB, Alakuş ÖF, İleri S, Kömek H. Predictive value of the FIB-4 index, APRI, ALBI score, and GPR for overall survival in treatment-naïve metastatic colorectal cancer patients. BMC Gastroenterol 2025; 25:97. [PMID: 39979908 PMCID: PMC11844044 DOI: 10.1186/s12876-025-03676-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 02/11/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND The prevalence of metastatic colorectal cancer (mCRC) is increasing and is linked to poor overall survival (OS). Previous studies have aimed to determine the predictive value of scores and laboratory tests for OS in mCRC patients, but their findings have been inconclusive. In this research, we focused on determining the prognostic significance of the fibrosis-4 (FIB-4) index, the aspartate aminotransferase (AST) to platelet (PLT) ratio index (APRI), the albumin-bilirubin (ALBI) score, and the gamma-glutamyl transpeptidase to PLT ratio (GPR) with respect to OS in treatment-naïve mCRC patients. METHODS This retrospective study included treatment-naïve mCRC patients. The FIB-4 index, ALBI score, APRI, and GPR were calculated for each participant, and their mortality dates were recorded. The clinical importance of these scores for survival outcomes was evaluated via the Cox regression model, Kaplan-Meier method, and log-rank test. RESULTS The study enrolled 123 untreated mCRC patients. Univariate Cox regression analysis demonstrated that sex and AST/PLT and ALT/PLT counts were not associated with OS (p > 0.05 for all). However, a higher FIB-4 index (p = 0.025), ALBI score (p < 0.001), GPR (p < 0.001), and AST/ALT ratio (p < 0.001) were all associated with poor OS. Additionally, multivariate Cox regression analysis indicated that age (95% CI: 1.009-1.053, p = 0.006), ALBI score (95% CI: 1.234-2.983, p = 0.004), GPR (95% CI: 1.442-2.701, p < 0.001), and AST/ALT (95% CI: 1.193-2.911, p = 0.006) were independent prognostic factors for OS. CONCLUSION The affordable and easily accessible ALBI score, GPR, and AST/ ALT have prognostic value in untreated patients with mCRC.
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Affiliation(s)
- Mehmet Serdar Yıldırım
- Department of Internal Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Elazig Road 10th Km. No:1 21070 Uçkuyular, Diyarbakir, Turkey
| | - Yunus Güzel
- Department of Nuclear Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
| | - Canan Can
- Department of Nuclear Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
| | - İhsan Kaplan
- Department of Nuclear Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
| | - Veysi Şenses
- Department of Nuclear Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
| | - İhsan Solmaz
- Department of Internal Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Elazig Road 10th Km. No:1 21070 Uçkuyular, Diyarbakir, Turkey
| | - Bilgin Bahadır Başgöz
- Department of Internal Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Elazig Road 10th Km. No:1 21070 Uçkuyular, Diyarbakir, Turkey.
| | - Ömer Faruk Alakuş
- Department of Internal Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Elazig Road 10th Km. No:1 21070 Uçkuyular, Diyarbakir, Turkey
| | - Serdar İleri
- Department of Medical Oncology, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
| | - Halil Kömek
- Department of Nuclear Medicine, University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Diyarbakir, Turkey
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Yin K, Liao G, Peng H, Lai S, Guo J. CT assessment of liver fat fraction and abdominal fat composition can predict postoperative liver metastasis of colorectal cancer. Eur J Radiol 2024; 181:111814. [PMID: 39546999 DOI: 10.1016/j.ejrad.2024.111814] [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: 07/28/2024] [Revised: 10/23/2024] [Accepted: 11/04/2024] [Indexed: 11/17/2024]
Abstract
OBJECTIVE The aim of this study is to investigate the clinical value of liver fat fraction assessed by CT(CT-LFF) and abdominal fat components. We focus on predicting liver metastasis (LM) after colorectal cancer (CRC) surgery. METHODS Clinical and imaging data from 79 patients who underwent radical CRC surgery between January 2019 and December 2021 were retrospectively collected. Semi-automatic software was used to quantify the area of different body tissues at the level of the third lumbar vertebra, and liver fat fraction was calculated based on the CT values. Patients were grouped according to BMI, tumor grade, T stage, N stage, vascular invasion (VI), perineural invasion (PNI), and preoperative levels of CEA and CA199. A multivariate logistic regression model was used to identify independent risk factors for early LM after surgery. The diagnostic performance was assessed using the receiver operating characteristic analysis with 5-fold cross-validation. The Kaplan-Meier method was used to draw survival curves, and Log-Rank test was used for survival analysis. RESULTS The study found that the occurrence of LM after CRC surgery was significantly associated with CA199 positivity, VI, PNI, N1-2 stage, CT-LFF, VAT index (VATI). Multivariate logistic regression analysis showed that CA199 positivity (OR = 7.659), N1-2 stage (OR = 6.394), CT-LFF (OR = 1.271), VATI (OR = 1.043) were independent risk factors for predicting LM after CRC surgery. The multivariate logistic regression model, constructed using these independent risk factors, demonstrated robust predictive performance across 5-fold cross-validations, with an average AUC of 0.898 (95 % CI: 0.828-0.969). Survival analysis showed a significant difference in liver metastasis-free survival rates between the high-risk and low-risk groups (P < 0.001). CONCLUSION CT-LFF and VATI assessed by CT are independent risk factors for predicting LM after CRC surgery. The multivariate prediction model combining CA199 and N stage shows high predictive performance.
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Affiliation(s)
- Ke Yin
- Department of Radiology, Bishan Hospital of Chongqing Medical University, Chongqing 402760, China
| | - Guanyi Liao
- Department of Gastroenterology Department, Bishan Hospital of Chongqing Medical University, Chongqing 402760, China
| | - Hong Peng
- Department of Gastroenterology Department, Bishan Hospital of Chongqing Medical University, Chongqing 402760, China
| | - Suhe Lai
- Department of Gastrointestinal Surgery, Bishan Hospital of Chongqing Medical University, Chongqing 402760, China
| | - Jinjun Guo
- Department of Gastroenterology Department, Bishan Hospital of Chongqing Medical University, Chongqing 402760, China.
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Cañellas-Socias A, Sancho E, Batlle E. Mechanisms of metastatic colorectal cancer. Nat Rev Gastroenterol Hepatol 2024; 21:609-625. [PMID: 38806657 DOI: 10.1038/s41575-024-00934-z] [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] [Accepted: 04/17/2024] [Indexed: 05/30/2024]
Abstract
Despite extensive research and improvements in understanding colorectal cancer (CRC), its metastatic form continues to pose a substantial challenge, primarily owing to limited therapeutic options and a poor prognosis. This Review addresses the emerging focus on metastatic CRC (mCRC), which has historically been under-studied compared with primary CRC despite its lethality. We delve into two crucial aspects: the molecular and cellular determinants facilitating CRC metastasis and the principles guiding the evolution of metastatic disease. Initially, we examine the genetic alterations integral to CRC metastasis, connecting them to clinically marked characteristics of advanced CRC. Subsequently, we scrutinize the role of cellular heterogeneity and plasticity in metastatic spread and therapy resistance. Finally, we explore how the tumour microenvironment influences metastatic disease, emphasizing the effect of stromal gene programmes and the immune context. The ongoing research in these fields holds immense importance, as its future implications are projected to revolutionize the treatment of patients with mCRC, hopefully offering a promising outlook for their survival.
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Affiliation(s)
- Adrià Cañellas-Socias
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
| | - Elena Sancho
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
| | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
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Krotenberg Garcia A, Ledesma-Terrón M, Lamprou M, Vriend J, van Luyk ME, Suijkerbuijk SJE. Cell competition promotes metastatic intestinal cancer through a multistage process. iScience 2024; 27:109718. [PMID: 38706869 PMCID: PMC11068562 DOI: 10.1016/j.isci.2024.109718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 02/28/2024] [Accepted: 04/08/2024] [Indexed: 05/07/2024] Open
Abstract
Cell competition plays an instrumental role in quality control during tissue development and homeostasis. Nevertheless, cancer cells can exploit this process for their own proliferative advantage. In our study, we generated mixed murine organoids and microtissues to explore the impact of cell competition on liver metastasis. Unlike competition at the primary site, the initial effect on liver progenitor cells does not involve the induction of apoptosis. Instead, metastatic competition manifests as a multistage process. Initially, liver progenitors undergo compaction, which is followed by cell-cycle arrest, ultimately forcing differentiation. Subsequently, the newly differentiated liver cells exhibit reduced cellular fitness, rendering them more susceptible to outcompetition by intestinal cancer cells. Notably, cancer cells leverage different interactions with different epithelial populations in the liver, using them as scaffolds to facilitate their growth. Consequently, tissue-specific mechanisms of cell competition are fundamental in driving metastatic intestinal cancer.
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Affiliation(s)
- Ana Krotenberg Garcia
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Mario Ledesma-Terrón
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
- Universidad Autónoma de Madrid (UAM), University City of Cantoblanco, 28049 Madrid, Spain
| | - Maria Lamprou
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Joyce Vriend
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Merel Elise van Luyk
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Saskia Jacoba Elisabeth Suijkerbuijk
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
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Dai S, Liu C, Chen L, Jiang K, Kong X, Li X, Chen H, Ding K. Hepatic steatosis predicts metachronous liver metastasis in colorectal cancer patients: a nested case-control study and systematic review. Am J Cancer Res 2024; 14:1292-1305. [PMID: 38590410 PMCID: PMC10998736 DOI: 10.62347/jhms4303] [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: 01/04/2024] [Accepted: 03/12/2024] [Indexed: 04/10/2024] Open
Abstract
Nearly twenty-five percent of colorectal cancer (CRC) patients develop metachronous colorectal liver metastasis (CRLM) after curative surgery. Hepatosteatosis is the most prevalent liver condition worldwide, but its impact on the incidence of metachronous CRLM is understudied. In the present study, we aimed to investigate the predictive value of hepatic steatosis on the development of metachronous CRLM. First, a nested case-control study was conducted, enrolling stage I to III CRC patients in the National Colorectal Cancer Cohort (NCRCC) database. Metachronous CRLM patients and recurrence-free patients were matched via propensity-score matching. Fatty liver was identified based on treatment-naïve CT scans and the degree of hepatic fibrosis was scored. Multivariable analysis was conducted to investigate the association between fatty liver and metachronous CRLM. In our database, a total of 414 patients were included. Metachronous CRLM patients had considerably higher rates of hepatic steatosis (30.9% versus 15.9%, P<0.001) and highly fibrotic liver (11.6% versus 2.9%, P=0.001) compared to recurrence-free patients. Multivariable analysis showed that fatty liver (odds ratios [OR]=1.99, 95% confidence interval [CI] 1.19-3.30, P=0.008) and fibrotic liver (OR=4.27, 95% CI 1.54-11.81, P=0.005) were associated with high risk of metachronous CRLM. Further, a systematic literature review was performed to assess available evidence on the association between hepatosteatosis and development of metachronous CRLM. In the systematic review, 1815 patients were pooled from eligible studies, and hepatic steatosis remained a significant risk factor for metachronous CRLM (OR=1.90, 95% CI 1.35-2.66, P<0.001, I2=25.3%). In conclusion, our data suggest that patients with a steatotic liver and a high fibrosis score at CRC diagnosis have elevated risk of developing metachronous CRLM.
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Affiliation(s)
- Siqi Dai
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Chengcheng Liu
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Lihao Chen
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Kai Jiang
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Xiangxing Kong
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Xiangyuan Li
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Haiyan Chen
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Department of Radiation Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine88 Jiefang Street, Hangzhou 310000, Zhejiang, China
| | - Kefeng Ding
- Department of Colorectal Surgery and Oncology (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine300 Yuanju Street, Hangzhou 310000, Zhejiang, China
- Center for Medical Research and Innovation in Digestive System Tumors88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Zhejiang Provincial Clinical Research Center for CANCER88 Jiefang Street, Hangzhou 310000, Zhejiang, China
- Cancer Center of Zhejiang University88 Jiefang Street, Hangzhou 310000, Zhejiang, China
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Shiner A, Sperandio RC, Naimi M, Emmenegger U. Prostate Cancer Liver Metastasis: An Ominous Metastatic Site in Need of Distinct Management Strategies. J Clin Med 2024; 13:734. [PMID: 38337427 PMCID: PMC10856097 DOI: 10.3390/jcm13030734] [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: 12/22/2023] [Revised: 01/22/2024] [Accepted: 01/24/2024] [Indexed: 02/12/2024] Open
Abstract
Prostate cancer liver metastasis (PCLM), seen in upwards of 25% of metastatic castration-resistant PC (mCRPC) patients, is the most lethal site of mCRPC with a median overall survival of 10-14 months. Despite its ominous prognosis and anticipated rise in incidence due to longer survival with contemporary therapy, PCLM is understudied. This review aims to summarize the existing literature regarding the risk factors associated with the development of PCLM, and to identify areas warranting further research. A literature search was conducted through Ovid MEDLINE from 2000 to March 2023. Relevant subject headings and text words were used to capture the following concepts: "Prostatic Neoplasms", "Liver Neoplasms", and "Neoplasm Metastasis". Citation searching identified additional manuscripts. Forty-one studies were retained for detailed analysis. The clinical risk factors for visceral/liver metastasis included <70 years, ≥T3 tumor, N1 nodal stage, de novo metastasis, PSA >20 ng/mL, and a Gleason score >8. Additional risk factors comprised elevated serum AST, LDH or ALP, decreased Hb, genetic markers like RB1 and PTEN loss, PIK3CB and MYC amplification, as well as numerous PC treatments either acting directly or indirectly through inducing liver injury. Further research regarding predictive factors, early detection strategies, and targeted therapies for PCLM are critical for improving patient outcomes.
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Affiliation(s)
- Audrey Shiner
- Division of Medical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (R.C.S.); (M.N.)
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Rubens Copia Sperandio
- Division of Medical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (R.C.S.); (M.N.)
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Mahdi Naimi
- Division of Medical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (R.C.S.); (M.N.)
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
| | - Urban Emmenegger
- Division of Medical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (R.C.S.); (M.N.)
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
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8
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Sleeboom JJF, van Tienderen GS, Schenke-Layland K, van der Laan LJW, Khalil AA, Verstegen MMA. The extracellular matrix as hallmark of cancer and metastasis: From biomechanics to therapeutic targets. Sci Transl Med 2024; 16:eadg3840. [PMID: 38170791 DOI: 10.1126/scitranslmed.adg3840] [Citation(s) in RCA: 42] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 12/06/2023] [Indexed: 01/05/2024]
Abstract
The extracellular matrix (ECM) is essential for cell support during homeostasis and plays a critical role in cancer. Although research often concentrates on the tumor's cellular aspect, attention is growing for the importance of the cancer-associated ECM. Biochemical and physical ECM signals affect tumor formation, invasion, metastasis, and therapy resistance. Examining the tumor microenvironment uncovers intricate ECM dysregulation and interactions with cancer and stromal cells. Anticancer therapies targeting ECM sensors and remodelers, including integrins and matrix metalloproteinases, and ECM-remodeling cells, have seen limited success. This review explores the ECM's role in cancer and discusses potential therapeutic strategies for cell-ECM interactions.
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Affiliation(s)
- Jelle J F Sleeboom
- Department of Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Postbox 2040, 3000CA Rotterdam, Netherlands
- Department of Biomechanical Engineering, Delft University of Technology, Mekelweg 2, 2628CD Delft, Netherlands
| | - Gilles S van Tienderen
- Department of Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Postbox 2040, 3000CA Rotterdam, Netherlands
| | - Katja Schenke-Layland
- Institute of Biomedical Engineering, Department for Medical Technologies and Regenerative Medicine, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
- NMI Natural and Medical Sciences Institute at the University Tübingen, 72770 Reutlingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies," Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Luc J W van der Laan
- Department of Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Postbox 2040, 3000CA Rotterdam, Netherlands
| | - Antoine A Khalil
- Center for Molecular Medicine, University Medical Center Utrecht, Universiteitsweg 100, 3584 CG Utrecht, Netherlands
| | - Monique M A Verstegen
- Department of Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Postbox 2040, 3000CA Rotterdam, Netherlands
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Pucci M, Moschetti M, Urzì O, Loria M, Conigliaro A, Di Bella MA, Crescitelli R, Olofsson Bagge R, Gallo A, Santos MF, Puglisi C, Forte S, Lorico A, Alessandro R, Fontana S. Colorectal cancer-derived small extracellular vesicles induce TGFβ1-mediated epithelial to mesenchymal transition of hepatocytes. Cancer Cell Int 2023; 23:77. [PMID: 37072829 PMCID: PMC10114452 DOI: 10.1186/s12935-023-02916-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 03/31/2023] [Indexed: 04/20/2023] Open
Abstract
BACKGROUND Metastatic disease is the major cause of cancer-related deaths. Increasing evidence shows that primary tumor cells can promote metastasis by preparing the local microenvironment of distant organs, inducing the formation of the so-called "pre-metastatic niche". In recent years, several studies have highlighted that among the tumor-derived molecular components active in pre-metastatic niche formation, small extracellular vesicles (sEVs) play a crucial role. Regarding liver metastasis, the ability of tumor-derived sEVs to affect the activities of non-parenchymal cells such as Kupffer cells and hepatic stellate cells is well described, while the effects on hepatocytes, the most conspicuous and functionally relevant hepatic cellular component, remain unknown. METHODS sEVs isolated from SW480 and SW620 CRC cells and from clinical samples of CRC patients and healthy subjects were used to treat human healthy hepatocytes (THLE-2 cells). RT-qPCR, Western blot and confocal microscopy were applied to investigate the effects of this treatment. RESULTS Our study shows for the first time that TGFβ1-carrying CRC_sEVs impair the morphological and functional properties of healthy human hepatocytes by triggering their TGFβ1/SMAD-dependent EMT. These abilities of CRC_sEVs were further confirmed by evaluating the effects elicited on hepatocytes by sEVs isolated from plasma and biopsies from CRC patients. CONCLUSIONS Since it is known that EMT of hepatocytes leads to the formation of a fibrotic environment, a well-known driver of metastasis, these results suggest that CRC_sEV-educated hepatocytes could have an active and until now neglected role during liver metastasis formation.
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Affiliation(s)
- Marzia Pucci
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Marta Moschetti
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Ornella Urzì
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Marco Loria
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Alice Conigliaro
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Maria Antonietta Di Bella
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Rossella Crescitelli
- Sahlgrenska Center for Cancer Research, Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Roger Olofsson Bagge
- Sahlgrenska Center for Cancer Research, Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alessia Gallo
- Department of Research, IRCCS ISMETT, Palermo, Italy
| | - Mark F Santos
- Touro University College of Medicine, Henderson, NV, USA
| | | | | | - Aurelio Lorico
- Touro University College of Medicine, Henderson, NV, USA
- IOM Ricerca, Viagrande, Catania, Italy
| | - Riccardo Alessandro
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
- Institute for Biomedical Research and Innovation (IRIB), National Research Council (CNR), Palermo, Italy
| | - Simona Fontana
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy.
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10
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de Visser KE, Joyce JA. The evolving tumor microenvironment: From cancer initiation to metastatic outgrowth. Cancer Cell 2023; 41:374-403. [PMID: 36917948 DOI: 10.1016/j.ccell.2023.02.016] [Citation(s) in RCA: 1312] [Impact Index Per Article: 656.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/28/2023] [Accepted: 02/14/2023] [Indexed: 03/14/2023]
Abstract
Cancers represent complex ecosystems comprising tumor cells and a multitude of non-cancerous cells, embedded in an altered extracellular matrix. The tumor microenvironment (TME) includes diverse immune cell types, cancer-associated fibroblasts, endothelial cells, pericytes, and various additional tissue-resident cell types. These host cells were once considered bystanders of tumorigenesis but are now known to play critical roles in the pathogenesis of cancer. The cellular composition and functional state of the TME can differ extensively depending on the organ in which the tumor arises, the intrinsic features of cancer cells, the tumor stage, and patient characteristics. Here, we review the importance of the TME in each stage of cancer progression, from tumor initiation, progression, invasion, and intravasation to metastatic dissemination and outgrowth. Understanding the complex interplay between tumor cell-intrinsic, cell-extrinsic, and systemic mediators of disease progression is critical for the rational development of effective anti-cancer treatments.
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Affiliation(s)
- Karin E de Visser
- Division of Tumor Biology and Immunology, Oncode Institute, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Department of Immunology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands.
| | - Johanna A Joyce
- Department of Oncology, University of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, 1011 Lausanne, Switzerland; Agora Cancer Center Lausanne, and Swiss Cancer Center Léman, 1011 Lausanne, Switzerland.
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11
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Buxton AK, Abbasova S, Bevan CL, Leach DA. Liver Microenvironment Response to Prostate Cancer Metastasis and Hormonal Therapy. Cancers (Basel) 2022; 14:6189. [PMID: 36551674 PMCID: PMC9777323 DOI: 10.3390/cancers14246189] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Prostate cancer-associated deaths arise from disease progression and metastasis. Metastasis to the liver is associated with the worst clinical outcomes for prostate cancer patients, and these metastatic tumors can be particularly resistant to the currently widely used chemotherapy and hormonal therapies, such as anti-androgens which block androgen synthesis or directly target the androgen receptor. The incidence of liver metastases is reportedly increasing, with a potential correlation with use of anti-androgen therapies. A key player in prostate cancer progression and therapeutic response is the microenvironment of the tumor(s). This is a dynamic and adaptive collection of cells and proteins, which impart signals and stimuli that can alter biological processes within prostate cancer cells. Investigation in the prostate primary site has demonstrated that cells of the microenvironment are also responsive to hormones and hormonal therapies. In this review, we collate information about what happens when cancer moves to the liver: the types of prostate cancer cells that metastasize there, the response of resident mesenchymal cells of the liver, and how the interactions between the cancer cells and the microenvironment may be altered by hormonal therapy.
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Affiliation(s)
| | | | - Charlotte L. Bevan
- Division of Cancer, Imperial Centre for Translational & Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, UK
| | - Damien A. Leach
- Division of Cancer, Imperial Centre for Translational & Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, UK
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12
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Sakai N, Hayano K, Mishima T, Furukawa K, Takayashiki T, Kuboki S, Takano S, Kawasaki Y, Matsubara H, Ohtsuka M. Fat signal fraction assessed with MRI predicts hepatic recurrence following hepatic resection for colorectal liver metastases. Langenbecks Arch Surg 2022; 407:1981-1989. [PMID: 35362752 DOI: 10.1007/s00423-022-02482-z] [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: 10/04/2021] [Accepted: 02/20/2022] [Indexed: 12/24/2022]
Abstract
PURPOSE The effect of hepatic steatosis on the development of colorectal liver metastases (CRLM) remains unknown. This study evaluated the usefulness of fat signal fraction assessed with magnetic resonance imaging (MRI) and the effect of hepatic steatosis on hepatic recurrences following initial hepatectomy for CRLM. METHODS Between January 2013 and December 2019, 64 patients underwent initial hepatectomy for CRLM. The medical records of these patients were reviewed to evaluate the recurrence and survival outcomes. RESULTS The fat signal fraction was positively correlated with the nonalcoholic fatty liver disease activity score and liver-spleen ratio. Recurrence following the initial hepatectomy was observed in 48/64 patients, and hepatic recurrence was observed in 30/64 patients. The fat signal fraction was significantly higher in patients with hepatic recurrence after initial hepatectomy. The hepatic recurrence rate was 69.2% in patients with fat signal fraction ≥ 0.0258, which was significantly higher than that in patients with fat signal fraction < 0.0258. Hepatic recurrence-free survival rate was significantly higher in patients with fat signal fraction < 0.0258 than in those with fat signal fraction ≥ 0.0258. Multivariate analyses revealed that fat signal fraction ≥ 0.0258 was an independent risk factor for hepatic recurrence. CONCLUSION The fat signal fraction assessed with MRI was significantly associated with hepatic recurrence following initial hepatectomy for CRLM.
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Affiliation(s)
- Nozomu Sakai
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Koichi Hayano
- Department of Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takashi Mishima
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Katsunori Furukawa
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Tsukasa Takayashiki
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Satoshi Kuboki
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Shigetsugu Takano
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yohei Kawasaki
- Faculty of Nursing, Japanese Red Cross College of Nursing, Tokyo, Japan
| | - Hisahiro Matsubara
- Department of Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Masayuki Ohtsuka
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
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13
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Lim AR, Ghajar CM. Thorny ground, rocky soil: Tissue-specific mechanisms of tumor dormancy and relapse. Semin Cancer Biol 2022; 78:104-123. [PMID: 33979673 PMCID: PMC9595433 DOI: 10.1016/j.semcancer.2021.05.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 04/30/2021] [Accepted: 05/04/2021] [Indexed: 02/07/2023]
Abstract
Disseminated tumor cells (DTCs) spread systemically yet distinct patterns of metastasis indicate a range of tissue susceptibility to metastatic colonization. Distinctions between permissive and suppressive tissues are still being elucidated at cellular and molecular levels. Although there is a growing appreciation for the role of the microenvironment in regulating metastatic success, we have a limited understanding of how diverse tissues regulate DTC dormancy, the state of reversible quiescence and subsequent awakening thought to contribute to delayed relapse. Several themes of microenvironmental regulation of dormancy are beginning to emerge, including vascular association, co-option of pre-existing niches, metabolic adaptation, and immune evasion, with tissue-specific nuances. Conversely, DTC awakening is often associated with injury or inflammation-induced activation of the stroma, promoting a proliferative environment with DTCs following suit. We review what is known about tissue-specific regulation of tumor dormancy on a tissue-by-tissue basis, profiling major metastatic organs including the bone, lung, brain, liver, and lymph node. An aerial view of the barriers to metastatic growth may reveal common targets and dependencies to inform the therapeutic prevention of relapse.
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Affiliation(s)
- Andrea R Lim
- Public Health Sciences Division/Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA; Graduate Program in Molecular and Cellular Biology, University of Washington/Fred Hutchinson Cancer Research Center, Seattle, WA, USA; Human Biology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Cyrus M Ghajar
- Public Health Sciences Division/Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA; Human Biology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
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14
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Leveraging cellular mechano-responsiveness for cancer therapy. Trends Mol Med 2021; 28:155-169. [PMID: 34973934 DOI: 10.1016/j.molmed.2021.11.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/30/2021] [Accepted: 11/30/2021] [Indexed: 12/21/2022]
Abstract
Cells sense the biophysical properties of the tumor microenvironment (TME) and adopt these signals in their development, progression, and metastatic dissemination. Recent work highlights the mechano-responsiveness of cells in tumors and the underlying mechanisms. Furthermore, approaches to mechano-modulating diverse types of cell have emerged aiming to inhibit tumor growth and metastasis. These include targeting mechanosensitive machineries in cancer cells to induce apoptosis, intervening matrix stiffening incurred by cancer-associated fibroblasts (CAFs) in both primary and metastatic tumor sites, and modulating matrix mechanics to improve immune cell therapeutic efficacy. This review is envisaged to help scientists and clinicians in cancer research to advance understanding of the cellular mechano-responsiveness in TME, and to harness these concepts for cancer mechanotherapies.
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15
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Akkoc Y, Gozuacik D. Autophagy and Hepatic Tumor Microenvironment Associated Dormancy. J Gastrointest Cancer 2021; 52:1277-1293. [PMID: 34921672 DOI: 10.1007/s12029-021-00774-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2021] [Indexed: 02/08/2023]
Abstract
The goal of successful cancer treatment is targeting the eradication of cancer cells. Although surgical removal of the primary tumors and several rounds of chemo- and radiotherapy reduce the disease burden, in some cases, asymptomatic dormant cancer cells may still exist in the body. Dormant cells arise from the disseminated tumor cells (DTCs) from the primary lesion. DTCs escape from immune system and cancer therapy and reside at the secondary organ without showing no sign of proliferation. However, under some conditions. dormant cells can be re-activated and enter a proliferative state even after decades. As a stress response mechanism, autophagy may help the adaptation of DTCs at this futile foreign microenvironment and may control the survival and re-activation of dormant cells. Studies indicate that hepatic microenvironment serves a favorable condition for cancer cell dormancy. Although, no direct study was pointing out the role of autophagy in liver-assisted dormancy, involvement of autophagy in both liver microenvironment, health, and disease conditions has been indicated. Therefore, in this review article, we will summarize cancer dormancy and discuss the role and importance of autophagy and hepatic microenvironment in this context.
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Affiliation(s)
- Yunus Akkoc
- Koç University Research Centre for Translational Medicine (KUTTAM), Istanbul, 34010, Turkey.
| | - Devrim Gozuacik
- Koç University Research Centre for Translational Medicine (KUTTAM), Istanbul, 34010, Turkey.,Koç University School of Medicine, Istanbul, 34010, Turkey
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16
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Deasy SK, Erez N. A glitch in the matrix: organ-specific matrisomes in metastatic niches. Trends Cell Biol 2021; 32:110-123. [PMID: 34479765 DOI: 10.1016/j.tcb.2021.08.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/02/2021] [Accepted: 08/09/2021] [Indexed: 02/07/2023]
Abstract
Modification of the extracellular matrix (ECM) is a critical aspect of developing a metastasis-supportive organ niche. Recent work investigating ECM changes that facilitate metastasis has revealed ways in which different metastatic organ niches are similar as well as the distinct characteristics that make them unique. In this review, we present recent findings regarding how ECM modifications support metastasis in four frequent metastatic sites: the lung, liver, bone, and brain. We discuss ways in which these modifications are shared between metastatic organs as well as features specific to each location. We also discuss areas of technical innovation that could be advantageous to future research and areas of inquiry that merit further investigation.
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Affiliation(s)
- Sarah K Deasy
- Department of Pathology, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Neta Erez
- Department of Pathology, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
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17
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Guo Q, Wang Y, An J, Wang S, Dong X, Zhao H. A Prognostic Model for Patients With Gastric Signet Ring Cell Carcinoma. Technol Cancer Res Treat 2021; 20:15330338211027912. [PMID: 34190015 PMCID: PMC8258759 DOI: 10.1177/15330338211027912] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background: The aim of our study was to develop a nomogram model to predict overall survival (OS) and cancer-specific survival (CSS) in patients with gastric signet ring cell carcinoma (GSRC). Methods: GSRC patients from 2004 to 2015 were collected from the Surveillance, Epidemiology, and End Results (SEER) database and randomly assigned to the training and validation sets. Multivariate Cox regression analyses screened for OS and CSS independent risk factors and nomograms were constructed. Results: A total of 7,149 eligible GSRC patients were identified, including 4,766 in the training set and 2,383 in the validation set. Multivariate Cox regression analysis showed that gender, marital status, race, AJCC stage, TNM stage, surgery and chemotherapy were independent risk factors for both OS and CSS. Based on the results of the multivariate Cox regression analysis, prognostic nomograms were constructed for OS and CSS. In the training set, the C-index was 0.754 (95% CI = 0.746-0.762) for the OS nomogram and 0.762 (95% CI: 0.753-0.771) for the CSS nomogram. In the internal validation, the C-index for the OS nomogram was 0.758 (95% CI: 0.746-0.770), while the C-index for the CSS nomogram was 0.762 (95% CI: 0.749-0.775). Compared with TNM stage and SEER stage, the nomogram had better predictive ability. In addition, the calibration curves also showed good consistency between the predicted and actual 3-year and 5-year OS and CSS. Conclusion: The nomogram can effectively predict OS and CSS in patients with GSRC, which may help clinicians to personalize prognostic assessments and clinical decisions.
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Affiliation(s)
- Qinping Guo
- Department of General Surgery, Shanxi Bethune Hospital, Taiyuan, Shanxi Province, China
| | - Yinquan Wang
- Department of General Surgery, Shanxi Bethune Hospital, Taiyuan, Shanxi Province, China
| | - Jie An
- Department of General Surgery, Shanxi Bethune Hospital, Taiyuan, Shanxi Province, China
| | - Siben Wang
- Department of Thoracic Surgery, Huainan First People's Hospital, Huainan, Anhui Province, China
| | - Xiushan Dong
- Department of General Surgery, Shanxi Bethune Hospital, Taiyuan, Shanxi Province, China
| | - Haoliang Zhao
- Department of General Surgery, Shanxi Bethune Hospital, Taiyuan, Shanxi Province, China
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18
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Ge Y, Xiang R, Ren J, Song W, Lu W, Fu T. A Nomogram for Predicting Multiple Metastases in Metastatic Colorectal Cancer Patients: A Large Population-Based Study. Front Oncol 2021; 11:633995. [PMID: 34055605 PMCID: PMC8155489 DOI: 10.3389/fonc.2021.633995] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 04/15/2021] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVES The present study aims to discover the risk factors of multiple metastases and develop a functional nomogram to forecast multiple metastases in metastatic colorectal cancer (mCRC) patients. METHODS mCRC cases were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2016. Survival times between multiple metastases and single metastasis were compared using Kaplan-Meier analysis and log-rank tests. Risk factors for multiple metastases were determined by univariate and multivariate logistic regression analyses, and a nomogram was developed to forecast the probability of multiple metastases in mCRC patients. We assessed the nomogram performance in terms of discrimination and calibration, including concordance index (C-index), area under the curve (AUC), and decision curve analysis (DCA). Bootstrap resampling was used as an internal verification method, and at the same time we select external data from Renmin Hospital of Wuhan University as independent validation sets. RESULTS A total of 5,302 cases were included in this study as training group, while 120 cases were as validation group. The patients with single metastasis and multiple metastases were 3,531 and 1,771, respectively. The median overall survival (OS) and cancer-specific survival (CSS) for patients with multiple metastases or single metastasis were 19 vs. 31 months, and 20 vs. 33 months, respectively. Based on the univariate and multivariate analyses, clinicopathological characteristics were associated with number of metastasis and were used to establish nomograms to predict the risk of multiple metastases. The C-indexes and AUC for the forecast of multiple metastases were 0.715 (95% confidence interval (CI), 0.707-0.723), which showed the nomogram had good discrimination and calibration curves of the nomogram showed no significant bias from the reference line, indicating a good degree of calibration. In the validation group, the AUC was 0.734 (95% CI, 0.653-0.834), and calibration curve also showed no significant bias, indicating the favorable effects of our nomogram. CONCLUSIONS We developed a new nomogram to predict the risk of multiple metastases. The nomogram shows the good prediction effect and can provide assistance for clinical diagnosis and treatment.
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Affiliation(s)
| | | | | | | | | | - Tao Fu
- Department of Gastrointestinal Surgery II, Renmin Hospital of Wuhan University, Wuhan, China
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19
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Dawood RM, Salum GM, El-Meguid MA, Elsayed A, Yosry A, Abdelaziz A, Shousha HI, Nabeel MM, El Awady MK. Development of a gene signature for predicting cirrhosis risk score of chronic liver disease associated with HCV infection in Egyptians. Microb Pathog 2021; 153:104805. [PMID: 33609649 DOI: 10.1016/j.micpath.2021.104805] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Complex diseases such as fibrosis are likely polygenic. Lately, cirrhosis risk score (CRS) clearly discriminated Chronic HCV patients with high-risk versus those with low-risk for cirrhosis better than clinical factors. METHODS Herein, the CRS was assessed via genotyping by allelic discrimination assays in 243 HCV Egyptian patients categorized into 164 patients didn't develop HCC (93 mild, 71 advanced fibrosis); and 79 patients developed HCC. APRI and FIB-4 scores were calculated, compared with CRS and correlated with degree of fibrosis progression. RESULTS Median of the three CRS, APRI and FIB-4 scores were significantly elevated in late fibrotic and HCC patients (p < 0.001); however CRS displayed proper discrimination (mild fibrosis (0.59; 0.4-0.75), advanced fibrosis (0.75; 0.7-0.86) and HCC (0.73; 0.57-0.77); (p < 0.001)). The ROC analysis of CRS score displayed modest accuracy to discriminate between mild and advanced fibrotic patient; AUC was 0.73; p < 0.0001), while AUC was only 0.57 (p = 0.05) for the discrimination between HCC and no HCC. Moreover, the combination of CRS, APRI and FIB4 lessened the power of correlation (AUC, 0.63 (p < 0.0001)) in fibrosis prognosis. In HCC prognosis, the combination of CRS, APRI and FIB4 in HCC patients showed modest accuracy with AUC, 0.59 (p = 0.0001). CONCLUSION The diagnostic accuracy of FIB-4 for predicting liver fibrosis was nearly identical to that of CRS, however the strength of CRS score stemmed from that it is built on 7 SNPs host genetic factor. Our study validates non invasive algorithms for fibrosis prognosis purposes which may aid in decision making for therapeutic intervention.
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Affiliation(s)
- Reham M Dawood
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt.
| | - Ghada M Salum
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Mai Abd El-Meguid
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Ahmed Elsayed
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ayman Yosry
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ashraf Abdelaziz
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Hend Ibrahim Shousha
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Mohamed Mahmoud Nabeel
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Mostafa K El Awady
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
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20
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Wang X, Fan J. Spatiotemporal molecular medicine: A new era of clinical and translational medicine. Clin Transl Med 2021; 11:e294. [PMID: 33463066 PMCID: PMC7811994 DOI: 10.1002/ctm2.294] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 01/10/2021] [Indexed: 12/17/2022] Open
Affiliation(s)
- Xiangdong Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital Institute for Clinical Science, Shanghai Institute of Clinical Bioinformatics, Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
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21
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Marvin DL, Heijboer R, ten Dijke P, Ritsma L. TGF-β signaling in liver metastasis. Clin Transl Med 2020; 10:e160. [PMID: 33252863 PMCID: PMC7701955 DOI: 10.1002/ctm2.160] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/07/2020] [Accepted: 08/11/2020] [Indexed: 12/12/2022] Open
Abstract
The presence of liver metastases drastically worsens the prognosis of cancer patients. The liver is the second most prevalent metastatic site in cancer patients, but systemic therapeutic opportunities that target liver metastases are still limited. To aid the discovery of novel treatment options for metastatic liver disease, we provide insight into the cellular and molecular steps required for liver colonization. For successful colonization in the liver, adaptation of tumor cells and surrounding stroma is essential. This includes the formation of a pre-metastatic niche, the creation of a fibrotic and immune suppressive environment, angiogenesis, and adaptation of tumor cells. We illustrate that transforming growth factor β (TGF-β) is a central cytokine in all these processes. At last, we devise that future research should focus on TGF-β inhibitory strategies, especially in combination with immunotherapy. This promising systemic treatment strategy has potential to eliminate distant metastases as the efficacy of immunotherapy will be enhanced.
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Affiliation(s)
- Dieuwke L Marvin
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Rosan Heijboer
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Peter ten Dijke
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Laila Ritsma
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
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Vidal-Vanaclocha F, Crende O, García de Durango C, Herreros-Pomares A, López-Doménech S, González Á, Ruiz-Casares E, Vilboux T, Caruso R, Durán H, Gil A, Ielpo B, Lapuente F, Quijano Y, Vicente E, Vidal-Lartitegui L, Sotomayor EM. Liver prometastatic reaction: Stimulating factors and responsive cancer phenotypes. Semin Cancer Biol 2020; 71:122-133. [PMID: 32805395 DOI: 10.1016/j.semcancer.2020.08.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 08/04/2020] [Indexed: 02/07/2023]
Abstract
Cancer is first a localized tissue disorder, whose soluble and exosomal molecules and invasive cells induce a host response providing the stromal components of the primary tumor microenvironment (TME). Once the TME is developed, cancer-derived molecules and cells can more efficiently spread out and a whole-body response takes place, whose pathophysiological changes may result in a paraneoplastic syndrome. Remote organ-specific prometastatic reactions may also occur at this time, facilitating metastatic activities of circulating tumor cells (CTCs) through premetastatic niche development at targeted organs. However, additional signaling factors from the inter-organ communication network involved in the pathophysiology and comorbidities of cancer patients may also regulate prometastatic reaction-stimulating effects of cancer and non-cancer tissue factors. This article provides a conceptual overview of our ongoing clinical research on the liver prometastatic reaction (LPR) of patients with colorectal cancer (CRC), their portal vein- and hepatic artery-driven LPR-Stimulating Factors (LPR-SF), and their resulting LPR-derived Metastasis-Stimulating Factors (LPR-MSF) acting on liver-invading CRC cells. In addition, we also provide new insights on the molecular subtyping of LPR-responsive cancer phenotypes in patients with CRC and melanoma; and on how to investigate and interpret the prometastatic infrastructure in the real pathophysiological context of patients with cancer undergoing surgical procedures and receiving pharmacological treatments with multiple side effects, including those affecting the LPR, its stimulating factors and responsive cancer phenotypes.
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Affiliation(s)
- Fernando Vidal-Vanaclocha
- Dept. Biochemistry and Molecular Medicine, GW Cancer Center, School of Medicine and Health Sciences, George Washington University, Washington, DC, USA; Institute of Applied Molecular Medicine (IMMA), CEU-San Pablo University School of Medicine, Boadilla del Monte, Madrid, Spain; Persona Biomed Inc., Alexandria, Virginia, USA.
| | - Olatz Crende
- Dept Cell Biology and Histology, Basque Country University School of Pharmacy, Vitoria/Gasteiz, Spain
| | | | | | | | - Álvaro González
- Institute of Applied Molecular Medicine (IMMA), CEU-San Pablo University School of Medicine, Boadilla del Monte, Madrid, Spain
| | - Eva Ruiz-Casares
- Institute of Applied Molecular Medicine (IMMA), CEU-San Pablo University School of Medicine, Boadilla del Monte, Madrid, Spain
| | | | - Riccardo Caruso
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | - Hipólito Durán
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | - Antonio Gil
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | - Benedetto Ielpo
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | - Fernando Lapuente
- Department General Surgery, Bariatric and Metabolic Surgery, Clínica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Yolanda Quijano
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | - Emilio Vicente
- Division of General Surgery, HM-Sanchinarro University Hospital, CEU San Pablo University, Madrid, Spain
| | | | - Eduardo M Sotomayor
- Department of Hematology and Oncology, George Washington University, Washington, DC, USA
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23
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Ma B, Wells A, Wei L, Zheng J. Prostate cancer liver metastasis: Dormancy and resistance to therapy. Semin Cancer Biol 2020; 71:2-9. [PMID: 32663571 DOI: 10.1016/j.semcancer.2020.07.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 07/06/2020] [Indexed: 12/24/2022]
Abstract
Liver metastasis causes nearly half of death from solid tumors. Metastatic lesions, to the liver in particular, can become detectable years or decades after primary tumor removal, leaving an uncertain long-term prognosis in patients. Prostate cancer (PCa), a prominent metastatic dormant cancer, has the worst prognosis when found in the liver compared to other metastatic sites. These metastatic nodules display a therapy resistance in the liver pro-metastatic microenvironment; the resistance appears to be conferred by both dormancy and independent of dormancy when the nodules emerge. Within the review, the molecular underpinnings of how the liver aids and protects PCa cells seeding, colonization and resistance will be discussed.
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Affiliation(s)
- Bo Ma
- Cancer Institute, Xuzhou Medical University, 84 Huaihai Xi Road, Quanshan, Xuzhou, Jiangsu 221002, China; Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Alan Wells
- Department of Pathology, University of Pittsburgh, S713 Scaife Hall, 3550 Terrace St, Pittsburgh, PA 15261, USA; Pittsburgh VA Medical Center, VA Pittsburgh Healthcare System, Pittsburgh, USA; McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA; Department of Computational & Systems Biology, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Liang Wei
- Cancer Institute, Xuzhou Medical University, 84 Huaihai Xi Road, Quanshan, Xuzhou, Jiangsu 221002, China; Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Junnian Zheng
- Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.
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24
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Mo S, Cai X, Zhou Z, Li Y, Hu X, Ma X, Zhang L, Cai S, Peng J. Nomograms for predicting specific distant metastatic sites and overall survival of colorectal cancer patients: A large population-based real-world study. Clin Transl Med 2020; 10:169-181. [PMID: 32508027 PMCID: PMC7240852 DOI: 10.1002/ctm2.20] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/19/2020] [Accepted: 03/20/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND This study aims to develop functional nomograms to predict specific distant metastatic sites and overall survival (OS) of colorectal cancer (CRC) patients. METHODS CRC case data were retrospectively recruited from a large population-based public dataset. Nomograms were developed to predict the probabilities of specific distant metastatic sites and OS of CRC patients. The performance of nomogram was evaluated with the concordance index (C-index), calibration curves, area under the curve (AUC), and decision curve analysis (DCA). RESULTS A total of 142 343 cases were included in the current study. On the basis of univariate and multivariate analyses, clinicopathological features were correlated with specific distant metastatic sites and survival outcomes and were used to establish nomograms. The nomograms showed excellent accuracy in predicting specific distant metastatic sites. The C-indexes for the prediction of liver, lung, bone, and brain metastases were 0.82 (95% confidence interval (CI), 0.81-0.83), 0.80 (95% CI, 0.78-0.81), 0.83 (95% CI, 0.79-0.86), and 0.73 (95% CI, 0.72-0.84), respectively. Then, a prognostic nomogram integrating clinicopathological features and specific distant metastatic sites was established to predict 1-, 3-, and 5-year OS of CRC, with AUCs of 0.764 (95% CI, 0.741-0.783), 0.762 (95% CI, 0.745-0.781), and 0.745 (95% CI, 0.730-0.761), respectively. DCA showed that the prognostic nomogram had a better clinical application value than current TNM staging system. CONCLUSIONS Based on clinicopathological features, original nomograms were constructed for clinicians to predict specific distant metastatic sites and OS of CRC patients. These models could help to support the postoperative personalized assessment.
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Affiliation(s)
- Shaobo Mo
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Xin Cai
- Department of Radiation OncologyShanghai Proton and Heavy Ion CenterShanghaiChina
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation TherapyShanghaiChina
| | - Zheng Zhou
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Yaqi Li
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Xiang Hu
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Xiaoji Ma
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Long Zhang
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Cancer InstituteFudan University Shanghai Cancer CenterFudan UniversityShanghaiChina
| | - Sanjun Cai
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
| | - Junjie Peng
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
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