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Gu J, Zhang L, Zhang Y, Chen X, Gu T, Cai J, Yao L, Yan L. Individualized prediction of conditional survival for colorectal signet-ring cell carcinoma patients. Ann Med Surg (Lond) 2024; 86:2524-2530. [PMID: 38694354 PMCID: PMC11060288 DOI: 10.1097/ms9.0000000000001982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/06/2024] [Indexed: 05/04/2024] Open
Abstract
Background Conditional survival (CS) considers the time already survived after surgery and may provide additional survival information. The authors sought to construct and validate novel conditional survival nomograms for the prediction of conditional overall survival (OS) and cancer-specific survival (CSS) of colorectal signet-ring cell carcinoma (SRCC) patients. Methods Patients diagnosed with stage I-III SRCC between 2010 and 2019 were identified from the Surveillance, Epidemiology, and End Results database. The formula calculating CS was: CS(x|y) = S(x+y)/S(x), where S(x) represents the survival at x years. CS nomograms were then constructed to predict the 5-year conditional OS and CSS, followed by internal validation. Results A total of 944 colorectal SRCC patients were finally identified in this study. The 5-year OS and CSS improved gradually with additional survival time. Univariate and multivariate Cox regression analysis conducted in training set revealed that age, race, T stage, LNR, and perineural invasion were independent risk factors for both OS and CSS. Two nomograms with considerable predictive ability were successfully constructed [area under the curve (AUC) for OS: 0.788; AUC for CSS: 0.847] and validated (AUC for OS: 0.773; AUC for CSS: 0.799) for the prediction of 5-year OS and CSS, based on the duration of 1-4 years post-surgery survival. Conclusions The probability of achieving 5-year OS and 5-year CSS in colorectal SRCC patients improved gradually with additional time. Conditional nomograms considering survival time will be more reliable and informative for risk stratification and postoperative follow-up.
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Affiliation(s)
- Jiani Gu
- Departments of Nursing
- Department of Oncology, Shanghai Medical College, Fudan University
| | - Lijun Zhang
- Critical Care
- Department of Oncology, Shanghai Medical College, Fudan University
| | - Yanjin Zhang
- Critical Care
- Department of Oncology, Shanghai Medical College, Fudan University
| | - Xia Chen
- Department of Neurology, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Ting Gu
- Critical Care
- Department of Oncology, Shanghai Medical College, Fudan University
| | - Jidong Cai
- Endoscopy, Fudan University Shanghai Cancer Center
| | - Lifeng Yao
- Departments of Nursing
- Department of Oncology, Shanghai Medical College, Fudan University
| | - Lihua Yan
- Departments of Nursing
- Department of Oncology, Shanghai Medical College, Fudan University
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2
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Görgec B, Verpalen IM, Sijberden JP, Abu Hilal M, Bipat S, Verhoef C, Swijnenburg RJ, Besselink MG, Stoker J. Added Value of Liver MRI in Patients Eligible for Surgical Resection or Ablation of Colorectal Liver Metastases Based on CT: A Systematic Review and Meta-Analysis. ANNALS OF SURGERY OPEN 2024; 5:e401. [PMID: 38883954 PMCID: PMC11175892 DOI: 10.1097/as9.0000000000000401] [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: 01/18/2024] [Accepted: 02/19/2024] [Indexed: 06/18/2024] Open
Abstract
Background Abdominal computed tomography (CT) is the standard imaging modality for detection and staging in patients with colorectal liver metastases (CRLM). Although liver magnetic resonance imaging (MRI) is superior to CT in detecting small lesions, guidelines are ambiguous regarding the added value of an additional liver MRI in the surgical workup of patients with CRLM. Therefore, this systematic review and meta-analysis aimed to evaluate the clinical added value of liver MRI in patients eligible for resection or ablation of CRLM based on CT. Methods A systematic search was performed in the PubMed, Embase, and Cochrane Library databases through June 23, 2023. Studies investigating the impact of additional MRI on local treatment plan following CT in patients with CRLM were included. Risk of bias was assessed using the QUADAS-2 tool. The pooled weighted proportions for the primary outcome were calculated using random effect meta-analysis. Results Overall, 11 studies with 1440 patients were included, of whom 468 patients (32.5%) were assessed for change in local treatment plan. Contrast-enhanced liver MRI was used in 10 studies, including gadoxetic acid in 9 studies. Liver MRI with diffusion-weighted imaging was used in 8 studies. Pooling of data found a 24.12% (95% confidence interval, 15.58%-32.65%) change in the local treatment plan based on the added findings of liver MRI following CT. Sensitivity analysis including 5 studies (268 patients) focusing on monophasic portal venous CT followed by gadoxetic acid-enhanced liver MRI with diffusion-weighted imaging showed a change of local treatment plan of 17.88% (95% confidence interval, 5.14%-30.62%). Conclusions This systematic review and meta-analysis found that liver MRI changed the preinterventional local treatment plan in approximately one-fifth of patients eligible for surgical resection or ablation of CRLM based on CT. These findings suggest a clinically relevant added value of routine liver MRI in the preinterventional workup of CRLM, which should be confirmed by large prospective studies.
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Affiliation(s)
- Burak Görgec
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Inez M Verpalen
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Jasper P Sijberden
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Mohammad Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Shandra Bipat
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus Medical Center, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Rutger-Jan Swijnenburg
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Marc G Besselink
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Jaap Stoker
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
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Stelzner S, Mehdorn M, Puffer E, Bleyl D, Kittner T, Rhode P, Gockel I, Mees ST. Sidedness is not a prognostic factor in an unselected cohort of patients with colon cancer but prognosis for caecal carcinoma is worse - A multivariate analysis of a large single institution database. Int J Colorectal Dis 2024; 39:27. [PMID: 38349566 PMCID: PMC10864445 DOI: 10.1007/s00384-023-04590-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/28/2023] [Indexed: 02/15/2024]
Abstract
PURPOSE Sidedness has emerged as a prognostic factor for metastatic colorectal cancer treated with modern systemic therapies. This study investigates whether it is also relevant for an unselected patient cohort including all stages. METHODS All consecutive patients admitted with colon cancer between 1995 and 2018 were retrieved from an institution-held database. Patients were divided into two cohorts. The first cohort included patients without distant metastases who were able to undergo curative resection. The second cohort presented with distant metastases (stage IV). Potentially prognostic factors were subjected to multivariate Cox Regression analysis. RESULTS Overall, 1,606 patients met the inclusion and exclusion criteria. An R0-resection was achieved in 1,222 patients without distant metastases. Five-year cause-specific survival rate was 89.3% for this group. There was no difference between right- and left-sided cancers (88.2% vs. 90.1%, p = 0.220). However, prognosis of caecal carcinoma was significantly worse than that of all other sites combined (83.5% vs. 90.2%, p = 0.007). In multivariate analysis, pT-category, pN-category, grading, vascular invasion, emergency operation, adjuvant chemotherapy, and caecal carcinoma remained as independent prognostic factors. In the 384 patients with stage IV-disease, 3-year overall survival for right- vs. left-sided cancers differed only in univariate analysis (17.7% vs. 28.6%, p = 0.013). CONCLUSION In non-metastatic colon cancer, location in the caecum is an independent prognostic factor. In unselected patients with stage IV colon cancer, sidedness was not found to be a prognostic factor. Differentiation into right- and left-sided tumors may be simplistic, and further studies on the biological behavior of different colonic sites are warranted.
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Affiliation(s)
- Sigmar Stelzner
- Department of General and Visceral Surgery, Dresden-Friedrichstadt General Hospital, Teaching Hospital of the Technical University Dresden, Friedrichstr. 41, D-01067, Dresden, Germany.
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig, Liebigstr. 20, D-04103, Leipzig, Germany.
| | - Matthias Mehdorn
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig, Liebigstr. 20, D-04103, Leipzig, Germany
| | - Erik Puffer
- Department of Pathology, Dresden-Friedrichstadt General Hospital, Teaching Hospital of the Technical University Dresden, Friedrichstr. 41, D-01067, Dresden, Germany
| | - Dorothea Bleyl
- Department of Medical Oncology, Dresden-Friedrichstadt General Hospital, Teaching Hospital of the Technical University Dresden, Friedrichstr. 41, D-01067, Dresden, Germany
| | - Thomas Kittner
- Department of Radiology, Dresden-Friedrichstadt General Hospital, Teaching Hospital of the Technical University Dresden, Friedrichstr. 41, D-01067, Dresden, Germany
| | - Philipp Rhode
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig, Liebigstr. 20, D-04103, Leipzig, Germany
| | - Ines Gockel
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig, Liebigstr. 20, D-04103, Leipzig, Germany
| | - Soeren T Mees
- Department of General and Visceral Surgery, Dresden-Friedrichstadt General Hospital, Teaching Hospital of the Technical University Dresden, Friedrichstr. 41, D-01067, Dresden, Germany
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4
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Görgec B, Hansen IS, Kemmerich G, Syversveen T, Abu Hilal M, Belt EJT, Bosscha K, Burgmans MC, Cappendijk VC, D'Hondt M, Edwin B, van Erkel AR, Gielkens HAJ, Grünhagen DJ, Gobardhan PD, Hartgrink HH, Horsthuis K, Klompenhouwer EG, Kok NFM, Kint PAM, Kuhlmann K, Leclercq WKG, Lips DJ, Lutin B, Maas M, Marsman HA, Meijerink M, Meyer Y, Morone M, Peringa J, Sijberden JP, van Delden OM, van den Bergh JE, Vanhooymissen IJS, Vermaas M, Willemssen FEJA, Dijkgraaf MGW, Bossuyt PM, Swijnenburg RJ, Fretland ÅA, Verhoef C, Besselink MG, Stoker J. MRI in addition to CT in patients scheduled for local therapy of colorectal liver metastases (CAMINO): an international, multicentre, prospective, diagnostic accuracy trial. Lancet Oncol 2024; 25:137-146. [PMID: 38081200 DOI: 10.1016/s1470-2045(23)00572-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/22/2023] [Accepted: 10/30/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Guidelines are inconclusive on whether contrast-enhanced MRI using gadoxetic acid and diffusion-weighted imaging should be added routinely to CT in the investigation of patients with colorectal liver metastases who are scheduled for curative liver resection or thermal ablation, or both. Although contrast-enhanced MRI is reportedly superior than contrast-enhanced CT in the detection and characterisation of colorectal liver metastases, its effect on clinical patient management is unknown. We aimed to assess the clinical effect of an additional liver contrast-enhanced MRI on local treatment plan in patients with colorectal liver metastases amenable to local treatment, based on contrast-enhanced CT. METHODS We did an international, multicentre, prospective, incremental diagnostic accuracy trial in 14 liver surgery centres in the Netherlands, Belgium, Norway, and Italy. Participants were aged 18 years or older with histological proof of colorectal cancer, a WHO performance status score of 0-4, and primary or recurrent colorectal liver metastases, who were scheduled for local therapy based on contrast-enhanced CT. All patients had contrast-enhanced CT and liver contrast-enhanced MRI including diffusion-weighted imaging and gadoxetic acid as a contrast agent before undergoing local therapy. The primary outcome was change in the local clinical treatment plan (decided by the individual clinics) on the basis of liver contrast-enhanced MRI findings, analysed in the intention-to-image population. The minimal clinically important difference in the proportion of patients who would have change in their local treatment plan due to an additional liver contrast-enhanced MRI was 10%. This study is closed and registered in the Netherlands Trial Register, NL8039. FINDINGS Between Dec 17, 2019, and July 31, 2021, 325 patients with colorectal liver metastases were assessed for eligibility. 298 patients were enrolled and included in the intention-to-treat population, including 177 males (59%) and 121 females (41%) with planned local therapy based on contrast-enhanced CT. A change in the local treatment plan based on liver contrast-enhanced MRI findings was observed in 92 (31%; 95% CI 26-36) of 298 patients. Changes were made for 40 patients (13%) requiring more extensive local therapy, 11 patients (4%) requiring less extensive local therapy, and 34 patients (11%) in whom the indication for curative-intent local therapy was revoked, including 26 patients (9%) with too extensive disease and eight patients (3%) with benign lesions on liver contrast-enhanced MRI (confirmed by a median follow-up of 21·0 months [IQR 17·5-24·0]). INTERPRETATION Liver contrast-enhanced MRI should be considered in all patients scheduled for local treatment for colorectal liver metastases on the basis of contrast-enhanced CT imaging. FUNDING The Dutch Cancer Society and Bayer AG - Pharmaceuticals.
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Affiliation(s)
- Burak Görgec
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Ingrid S Hansen
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Gunter Kemmerich
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Trygve Syversveen
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Mohammed Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Eric J T Belt
- Department of Surgery, Albert Schweitzer Hospital, Dordrecht, Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Hospital, 's-Hertogenbosch, Netherlands
| | - Mark C Burgmans
- Department of Radiology, Leiden University Medical Centre, Leiden, Netherlands
| | | | - Mathieu D'Hondt
- Department of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital, Kortrijk, Belgium
| | - Bjørn Edwin
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Arian R van Erkel
- Department of Radiology, Leiden University Medical Centre, Leiden, Netherlands
| | - Hugo A J Gielkens
- Department of Radiology, Medical Spectrum Twente, Enschede, Netherlands
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | | | - Henk H Hartgrink
- Department of Surgery, Leiden University Medical Centre, Leiden, Netherlands
| | - Karin Horsthuis
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | | | - Niels F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Peter A M Kint
- Department of Radiology, Amphia Hospital, Breda, Netherlands
| | - Koert Kuhlmann
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Daan J Lips
- Department of Surgery, Medical Spectrum Twente, Enschede, Netherlands
| | - Bart Lutin
- Department of Radiology, Groeninge Hospital, Kortrijk, Belgium
| | - Monique Maas
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Martijn Meijerink
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Yannick Meyer
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Mario Morone
- Department of Radiology, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Jan Peringa
- Department of Radiology, OLVG, Amsterdam, Netherlands
| | - Jasper P Sijberden
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Otto M van Delden
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Janneke E van den Bergh
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Inge J S Vanhooymissen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Maarten Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, Netherlands
| | | | - Marcel G W Dijkgraaf
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Public Health, Methodology, Amsterdam, Netherlands
| | - Patrick M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Åsmund A Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Jaap Stoker
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands.
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5
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Wang H, Shan X, Zhang M, Qian K, Shen Z, Zhou W. Nomograms for predicting overall survival in colorectal cancer patients with metastasis to the liver, lung, bone, and brain. Cancer Causes Control 2023; 34:1059-1072. [PMID: 37486401 DOI: 10.1007/s10552-023-01744-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023]
Abstract
BACKGROUND The aim of this study was to identify the heterogeneous and homogeneous prognostic factors associated with distant metastasis to the liver, lung, bone, and brain in colorectal cancer (CRC) patients and then construct nomograms to predict the prognosis. METHODS CRC patients registered in the surveillance, epidemiology, and end results database between 2010 and 2017 were included. A Cox regression model was used to analyse homogeneous and heterogeneous prognostic factors, and Kaplan‒Meier analysis was performed to estimate overall survival (OS). Predictive nomograms were constructed, and their performance was evaluated with C-indexes, calibration curves and the area under the receiver operating characteristic (ROC) curve (AUC). RESULTS A total of 37,641 patients with distant metastasis to the liver, lung, bone, and brain were included. The median survival times of patients with liver metastasis, lung metastasis, bone metastasis, and brain metastasis were 12.00 months (95% CI 11.73-12.27 months), 10.00 months (95% CI 9.60-10.41 months), 5.00 months (95% CI 4.52-5.48 months), and 3.00 months (95% CI 2.28-3.72 months), respectively. An older age, higher N stage, elevated carcinoembryonic antigen level, no surgery at the primary site and no/unknown treatment with chemotherapy were identified as homogeneous prognostic factors for the four types of metastases. The calibration curves, C-indexes and AUCs exhibited good performance for predicting the OS of patients with distant metastases to the liver, lung, bone, and brain. CONCLUSIONS CRC patients with distant metastasis to the liver, lung, bone, and brain exhibited homogeneous and heterogeneous prognostic factors, all of which were associated with shorter survival. The nomograms showed good accuracy and may be used as tools for clinicians to predict the prognosis of CRC patients with distant metastasis.
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Affiliation(s)
- Hongmei Wang
- Department of Pharmacy, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Xuefeng Shan
- Department of Pharmacy, Bishan Hospital of Chongqing Medical University, Chongqing, 402760, China
| | - Min Zhang
- Department of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, 400016, China
| | - Kun Qian
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhengze Shen
- Department of pharmacy, Yongchuan Hospital of Chongqing Medical University, Chongqing, 402160, China.
| | - Weiying Zhou
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China.
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China.
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China.
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Uutela A, Nordin A, Osterlund E, Halonen P, Kallio R, Soveri LM, Salminen T, Ålgars A, Ristimäki A, Ovissi A, Lamminmäki A, Muhonen T, Kononen J, Ristamäki R, Heervä E, Stedt H, Lehtomäki K, Kytölä S, Sundström J, Mäkinen MJ, Nieminen L, Kuopio T, Keinänen M, Osterlund P, Isoniemi H. Resectability and resection rates of colorectal liver metastases according to RAS and BRAF mutational status: prospective study. Br J Surg 2023; 110:931-935. [PMID: 36511370 PMCID: PMC10361677 DOI: 10.1093/bjs/znac424] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/03/2022] [Accepted: 11/01/2022] [Indexed: 07/20/2023]
Affiliation(s)
- Aki Uutela
- Department of Transplantation and Liver Surgery, Abdominal Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Department of Transplant and Hepatopancreatobiliary Surgery, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Arno Nordin
- Department of Transplantation and Liver Surgery, Abdominal Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Emerik Osterlund
- Department of Transplantation and Liver Surgery, Abdominal Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Päivi Halonen
- Department of Oncology, Helsinki University Hospital Comprehensive Cancer Centre and University of Helsinki, Helsinki, Finland
| | - Raija Kallio
- Department of Oncology, Oulu University Hospital, Oulu, Finland
| | - Leena-Maija Soveri
- Home Care Geriatric Clinic and Palliative Care, Joint Municipal Authority for Health Care and Social Services in Keski-Uusimaa, Hyvinkää, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Tapio Salminen
- Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - Annika Ålgars
- Department of Oncology, Turku University Hospital and University of Turku, Turku, Finland
| | - Ari Ristimäki
- Department of Pathology, HUS Diagnostic Centre and Applied Tumour Genomics, Research Programmes Unit, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Ali Ovissi
- Department of Radiology, HUS Medical Imaging Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Annamarja Lamminmäki
- Department of Oncology, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Timo Muhonen
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Oncology, South Carelia Central Hospital, Lappeenranta, Finland
| | - Juha Kononen
- Department of Oncology, Central Finland Hospital Nova, Jyväskylä, Finland
- Docrates Cancer Center, Helsinki, Finland
| | - Raija Ristamäki
- Department of Oncology, Turku University Hospital and University of Turku, Turku, Finland
| | - Eetu Heervä
- Department of Oncology, Turku University Hospital and University of Turku, Turku, Finland
| | - Hanna Stedt
- Department of Oncology, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Kaisa Lehtomäki
- Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - Soili Kytölä
- Department of Genetics, HUSLAB, HUS Diagnostic Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Jari Sundström
- Department of Pathology, Turku University Hospital and University of Turku, Turku, Finland
| | - Markus J Mäkinen
- Department of Pathology, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Lasse Nieminen
- Department of Pathology, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - Teijo Kuopio
- Department of Pathology, Central Finland Central Hospital, Jyväskylä, Finland
| | - Mauri Keinänen
- Department of Genetics, FIMLAB laboratories, Tampere University Hospital, Tampere, Finland
| | - Pia Osterlund
- Department of Oncology, Helsinki University Hospital Comprehensive Cancer Centre and University of Helsinki, Helsinki, Finland
- Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland
- Department of Oncology/Pathology, Karolinska Institutet and Karolinska Sjukhuset, Cancer Centre of Excellence, Stockholm, Sweden
| | - Helena Isoniemi
- Department of Transplantation and Liver Surgery, Abdominal Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
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7
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Kong C, Zheng L, Fang S, Chen M, Lin G, Qiu R, Zhao Z, Chen W, Song J, Yang Y, Ji J. Predictive Models for Colon Adenocarcinoma Diagnosis, Prognosis, and Immune Microenvironment Based on 2 Hypoxia-Related Genes: KDM3A and ENO3. Technol Cancer Res Treat 2023; 22:15330338231195494. [PMID: 37650153 PMCID: PMC10475241 DOI: 10.1177/15330338231195494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/31/2023] [Accepted: 06/30/2023] [Indexed: 09/01/2023] Open
Abstract
Background: Hypoxia is known to play a critical role in tumor occurrence, progression, prognosis, and therapy resistance. However, few studies have investigated hypoxia markers for diagnosing and predicting prognosis in colon adenocarcinoma (COAD). This study aims to identify a hypoxia genes-based biomarker for predicting COAD patients' prognosis and response to immunotherapy on an individual basis. Methods: Hypoxia-related genes were extracted from the Molecular Signatures Database. Gene expression, clinical data, and mutation data of COAD were collected retrospectively from the Cancer Genome Atlas, the Gene Expression Omnibus, and the International Cancer Genome Consortium databases. Univariate and multivariate cox regression, and the least absolute shrinkage and selection operator method were used to select the genes most associated with the prognosis of COAD patients. Kaplan-Meier survival analysis, receiver operating characteristic curves, calibration curves, and decision curve analyses were performed to validate the efficacy of the signature in predicting the prognosis of COAD patients. EdU incorporation assays, cell survival assays, western blot assays, and trans-well invasion assays were performed to further confirm the function of the screened genes in tumorigenesis. Results: ENO3 and KDM3A were identified as key genes for constructing prognostic and diagnostic signatures, which were found to be independent risk factors for predicting the prognosis and diagnosis of COAD patients. Using these signatures, COAD patients could be stratified into high-risk and low-risk groups, with the latter exhibiting better overall survival outcomes. Moreover, the high-risk group displayed elevated levels of immune checkpoint genes and tumor mutation burden, indicating that these patients may benefit from immune checkpoint inhibitor therapy. Conclusion: The signature developed in this study demonstrates excellent efficacy in prognosticating the outcomes of COAD patients. Moreover, it can serve as a valuable tool for clinicians to identify COAD patients who are suitable for ICI therapy.
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Affiliation(s)
- Chunli Kong
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Liyun Zheng
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Shiji Fang
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Minjiang Chen
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Guihan Lin
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Rongfang Qiu
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Zhongwei Zhao
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Weiqian Chen
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Jingjing Song
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Yang Yang
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
| | - Jiansong Ji
- Department of Radiology, Clinical College of The Affiliated Central Hospital, Lishui University, Lishui, China
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Institute of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China
- Department of Radiology, Lishui Hospital of Zhejiang University, Lishui, China
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8
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Sabanov A, Mehdorn M, Gockel I, Stelzner S. [64/m-Fresh blood on the stool : Preparation for the medical specialist examination: part 20]. CHIRURGIE (HEIDELBERG, GERMANY) 2022; 93:88-94. [PMID: 36156162 DOI: 10.1007/s00104-022-01724-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 06/16/2023]
Affiliation(s)
- A Sabanov
- Klinik und Poliklinik für Viszeral‑, Transplantations‑, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig, AöR, Liebigstr. 20, 04103, Leipzig, Deutschland
| | - M Mehdorn
- Klinik und Poliklinik für Viszeral‑, Transplantations‑, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig, AöR, Liebigstr. 20, 04103, Leipzig, Deutschland
| | - I Gockel
- Klinik und Poliklinik für Viszeral‑, Transplantations‑, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig, AöR, Liebigstr. 20, 04103, Leipzig, Deutschland
| | - S Stelzner
- Klinik und Poliklinik für Viszeral‑, Transplantations‑, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig, AöR, Liebigstr. 20, 04103, Leipzig, Deutschland.
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9
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Wu B, Yang J, Qin Z, Yang H, Shao J, Shang Y. Prognosis prediction of stage IV colorectal cancer patients by mRNA transcriptional profile. Cancer Med 2022; 11:4900-4912. [PMID: 35587572 PMCID: PMC9761091 DOI: 10.1002/cam4.4824] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/27/2022] [Accepted: 05/05/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Stage IV colorectal cancer patients with liver metastasis represent a special group of CRC patients with poor prognosis. The prognostic factors have not been investigated for stage IV CRC patients undergoing primary cancer resection but not candidates for metastasis resection. METHODS Ninety-nine stage IV CRC patients who underwent primary cancer resection without metastasis resection were retrospectively recruited. Both whole-exome sequencing (WES) and RNA-seq were performed with frozen primary cancer tissues, using para-cancerous normal tissues as the control. Valid data were obtained from 78 patients for WES and 84 patients for RNA-seq. Univariate, multivariate Cox analyses were performed and Nomogram model was established to predict patient prognosis. RESULTS The correlation between patient prognosis and clinicopathological factors, mutational status, or mRNA level changes was examined. Univariate (p = 0.0007) and subsequent multivariate analyses on clinicopathological factors showed that location (left or right) was the only independent risk factor for patient prognosis (HR = 3.63; 95% CI: 1.56-8.40, p = 0.003), while T, N, M staging, gender, race, location (rectum or colon), and pathological types were not stratifying factors. The mutational status of APC, TP53, KRAS, TTN, SYNE1, SMAD4, PIK3CA, RYR2, and BRAF did not show significant stratification in patient prognosis. RNA-seq showed that genes related to membrane function, ion channels, transporters, or receptors were among those with significant mRNA level alterations. Univariate analysis identified 97 genes with significantly altered mRNA levels, while NEUROD1, FGF18, SFTA2, PLAC1, SAA2, DSCAML1, and OTOP3 were significant in multivariate analysis. A risk model was established to stratify the prognosis of stage IV CRC patients. A Nomogram model was established with these genes to predict individual patient prognosis. CONCLUSIONS A panel of eight genes with significant mRNA level alterations was capable of predicting the prognosis and risk of the specific patient group. Future prospective study is needed to validate the model.
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Affiliation(s)
- Bian Wu
- Department of General Surgery IIthe First People's Hospital of Yunnan ProvinceKunmingYunnanChina
| | - Jinwei Yang
- Department of General Surgery IIthe First People's Hospital of Yunnan ProvinceKunmingYunnanChina
| | - Zhiwei Qin
- Department of General SurgeryWenshan people's Hospital of Yunnan ProvinceYunnanChina
| | - Hongping Yang
- Department of Anus and Intestine SurgeryQujing Hospital of Traditional Chinese MedicineQujingYunnanChina
| | - Jingyi Shao
- Department of Reproductive Medicinethe First People's Hospital of Yunnan ProvinceKunmingYunnanChina
| | - Yun Shang
- Department of General Surgery IIthe First People's Hospital of Yunnan ProvinceKunmingYunnanChina
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10
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Welten VM, Fields AC, Yoo J, Irani JL, Goldberg JE, Bleday R, Melnitchouk N. Survival Outcomes for Colorectal Cancer with Isolated Liver Metastases at Academic Versus Community Hospitals. J Gastrointest Surg 2022; 26:209-213. [PMID: 34145493 DOI: 10.1007/s11605-021-05062-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/01/2021] [Indexed: 01/31/2023]
Affiliation(s)
- Vanessa M Welten
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA. .,Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, 1620 Tremont St, Boston, MA, 02120, Boston, USA.
| | - Adam C Fields
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - James Yoo
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Jennifer L Irani
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Joel E Goldberg
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Ronald Bleday
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Nelya Melnitchouk
- Division of General and Gastrointestinal Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA.,Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, 1620 Tremont St, Boston, MA, 02120, Boston, USA
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11
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Görgec B, Hansen I, Kemmerich G, Syversveen T, Abu Hilal M, Belt EJT, Bisschops RHC, Bollen TL, Bosscha K, Burgmans MC, Cappendijk V, De Boer MT, D'Hondt M, Edwin B, Gielkens H, Grünhagen DJ, Gillardin P, Gobardhan PD, Hartgrink HH, Horsthuis K, Kok NFM, Kint PAM, Kruimer JWH, Leclercq WKG, Lips DJ, Lutin B, Maas M, Marsman HA, Morone M, Pennings JP, Peringa J, Te Riele WW, Vermaas M, Wicherts D, Willemssen FEJA, Zonderhuis BM, Bossuyt PMM, Swijnenburg RJ, Fretland ÅA, Verhoef C, Besselink MG, Stoker J. Clinical added value of MRI to CT in patients scheduled for local therapy of colorectal liver metastases (CAMINO): study protocol for an international multicentre prospective diagnostic accuracy study. BMC Cancer 2021; 21:1116. [PMID: 34663243 PMCID: PMC8524830 DOI: 10.1186/s12885-021-08833-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/04/2021] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Abdominal computed tomography (CT) is the standard imaging method for patients with suspected colorectal liver metastases (CRLM) in the diagnostic workup for surgery or thermal ablation. Diffusion-weighted and gadoxetic-acid-enhanced magnetic resonance imaging (MRI) of the liver is increasingly used to improve the detection rate and characterization of liver lesions. MRI is superior in detection and characterization of CRLM as compared to CT. However, it is unknown how MRI actually impacts patient management. The primary aim of the CAMINO study is to evaluate whether MRI has sufficient clinical added value to be routinely added to CT in the staging of CRLM. The secondary objective is to identify subgroups who benefit the most from additional MRI. METHODS In this international multicentre prospective incremental diagnostic accuracy study, 298 patients with primary or recurrent CRLM scheduled for curative liver resection or thermal ablation based on CT staging will be enrolled from 17 centres across the Netherlands, Belgium, Norway, and Italy. All study participants will undergo CT and diffusion-weighted and gadoxetic-acid enhanced MRI prior to local therapy. The local multidisciplinary team will provide two local therapy plans: first, based on CT-staging and second, based on both CT and MRI. The primary outcome measure is the proportion of clinically significant CRLM (CS-CRLM) detected by MRI not visible on CT. CS-CRLM are defined as liver lesions leading to a change in local therapeutical management. If MRI detects new CRLM in segments which would have been resected in the original operative plan, these are not considered CS-CRLM. It is hypothesized that MRI will lead to the detection of CS-CRLM in ≥10% of patients which is considered the minimal clinically important difference. Furthermore, a prediction model will be developed using multivariable logistic regression modelling to evaluate the predictive value of patient, tumor and procedural variables on finding CS-CRLM on MRI. DISCUSSION The CAMINO study will clarify the clinical added value of MRI to CT in patients with CRLM scheduled for local therapy. This study will provide the evidence required for the implementation of additional MRI in the routine work-up of patients with primary and recurrent CRLM for local therapy. TRIAL REGISTRATION The CAMINO study was registered in the Netherlands National Trial Register under number NL8039 on September 20th 2019.
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Affiliation(s)
- B Görgec
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.,Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - I Hansen
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - G Kemmerich
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - T Syversveen
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - M Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - E J T Belt
- Department of Surgery, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - R H C Bisschops
- Department of Radiology, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - T L Bollen
- Department of Radiology, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - K Bosscha
- Department of Surgery, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - M C Burgmans
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - V Cappendijk
- Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - M T De Boer
- Department of Surgery, University Medical Centre Groningen, Groningen, The Netherlands
| | - M D'Hondt
- Department of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital, Kortrijk, Belgium
| | - B Edwin
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - H Gielkens
- Department of Radiology, Medical Spectrum Twente, Enschede, The Netherlands
| | - D J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands.,Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, The Netherlands
| | - P Gillardin
- Department of Radiology, Hospital Oost-Limburg, Genk, Belgium
| | - P D Gobardhan
- Department of Surgery, Amphia Hospital, Breda, The Netherlands
| | - H H Hartgrink
- Department of Surgery, Leiden University Medical Centre, Leiden, The Netherlands
| | - K Horsthuis
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - N F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - P A M Kint
- Department of Radiology, Amphia Hospital, Breda, The Netherlands
| | - J W H Kruimer
- Department of Radiology, Máxima Medical Centre, Veldhoven, The Netherlands
| | - W K G Leclercq
- Department of Surgery, Máxima Medical Centre, Veldhoven, The Netherlands
| | - D J Lips
- Department of Surgery, Medical Spectrum Twente, Enschede, The Netherlands
| | - B Lutin
- Department of Radiology, Groeninge Hospital, Kortrijk, Belgium
| | - M Maas
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - H A Marsman
- Department of Surgery, OLVG, Amsterdam, The Netherlands
| | - M Morone
- Department of Radiology, Poliambulanza Foundation Hospital, Brescia, Italy
| | - J P Pennings
- Department of Radiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - J Peringa
- Department of Radiology, OLVG, Amsterdam, The Netherlands
| | - W W Te Riele
- Department of Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - M Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, The Netherlands
| | - D Wicherts
- Department of Surgery, Hospital Oost-Limburg, Genk, Belgium
| | - F E J A Willemssen
- Department of Radiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - B M Zonderhuis
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - P M M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - R J Swijnenburg
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.,Department of Surgery, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Å A Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - C Verhoef
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands.,Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, The Netherlands
| | - M G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - J Stoker
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.
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Nomogram of conditional survival probability of long-term Survival for Metastatic Colorectal Cancer: A Real-World Data Retrospective Cohort Study from SEER database. Int J Surg 2021; 92:106013. [PMID: 34233209 DOI: 10.1016/j.ijsu.2021.106013] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 06/08/2021] [Accepted: 07/02/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Many patients with metastatic colorectal cancer (mCRC) have better prognosis than the prediction at diagnosis. Compared with invariable traditional Kaplan Meier assessment, conditional survival (CS) assessment has become a more accurate and informative assessment method to predict survival time. MATERIALS AND METHODS Patients with mCRC between 2010 and 2015 were extracted from Surveillance, Epidemiology and End Results linked database. CS analysis was applied to depict exact survival for patients who have survived for specific year and standardized difference (d) was used to evaluate the differences between subgroups in CS analysis. Based on variables selected by Lasso analysis, nomograms for each year after diagnosis were fitted to estimate 3-year survival of stage IV CRC, respectively. RESULTS Of 9732 patients, overall actuarial survival (OS) decreased from 24% at 4-year to 16% at 6-year, while corresponding 3-year CS (CS3) increased from 33% at 1-year to 48% at 3-year. Overall, CS3 was higher than corresponding actuarial survival. All clinicopathological characteristics were associated with actuarial survival (p < 0.05). However, in CS3 analysis, survival difference caused by gender, race and tumor size gradually disappeared over time (|d|>0.1→ |d|<0.1). Furthermore, survival difference caused by histological type, brain metastasis and chemotherapy reversed over time (d > 0→d<0 or d<0→d>0). Based on lasso analysis, nomograms for 1st, 2nd and 3rd year after diagnosis were conducted respectively. The AUC of nomogram for 1st year was 0.705, for 2nd year was 0.675, and for 3rd year was 0.648. CONCLUSION Patients with mCRC demonstrated a substantial increase in CS over time. Risk factors collected at diagnosis may change gradually. Nomograms constructed by survival time can predict more accurate survival for patients with mCRC. Conditional survival assessments provide important quantitative information about the probability of survival and are therefore of great value to patients and health care professionals.
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13
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Arhin ND, Shen C, Bailey CE, Matsuoka LK, Hawkins AT, Holowatyj AN, Ciombor KK, Hopkins MB, Geiger TM, Kam AE, Roth MT, Lebeck Lee CM, Lapelusa M, Dasari A, Eng C. Surgical resection and survival outcomes in metastatic young adult colorectal cancer patients. Cancer Med 2021; 10:4269-4281. [PMID: 34132476 PMCID: PMC8267130 DOI: 10.1002/cam4.3940] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/09/2021] [Accepted: 04/12/2021] [Indexed: 12/17/2022] Open
Abstract
Background The incidence of colorectal cancer in adults younger than age 50 has increased with rates expected to continue to increase over the next decade. The objective of this study is to examine the survival benefit of surgical resection (primary and/or metastatic) versus palliative therapy in this patient population. Methods We identified 6708 young adults aged 18–45 years diagnosed with metastatic colorectal cancer (mCRC) from 2004 to 2015 from the SEER database. Overall survival (OS) was analyzed using Kaplan–Meier estimation, log rank test, and multivariate Cox proportional hazards model. Results Sixty‐three percent of patients in our study underwent primary tumor resection (PTR), with 40% undergoing PTR alone and 23% undergoing both resection of primary disease and metastasectomy. The median OS for patients who underwent both PTR and metastasectomy was 36 months, compared to 13 months for those who did not receive any surgical intervention. The multivariate analysis showed significant OS benefit of receiving both PTR and metastasectomy (HR 0.34, 95% CI: 0.31–0.37, p < 0.001) compared to palliative therapy. Undergoing PTR only and metastasectomy only were also associated with improved OS (HR 0.46, 95% CI: 0.43–0.49, p < 0.001 and HR 0.64, 95% CI: 0.55–0.76, p < 0.001, respectively). Conclusion This is the largest observational study to evaluate survival outcomes in young‐onset mCRC patients and the role of surgical intervention of the primary and/or metastatic site. Our study provides evidence of statistically significant increase in OS for young mCRC patients who undergo surgical intervention of the primary and/or metastatic site.
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Affiliation(s)
- Nina D Arhin
- Division of Hematology and Oncology, Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Chan Shen
- Department of Surgery, Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Christina E Bailey
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lea K Matsuoka
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alexander T Hawkins
- Section of Colon & Rectal Surgery, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andreana N Holowatyj
- Department of Medicine, Vanderbilt University Medical Center/Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | - Kristen K Ciombor
- Division of Hematology and Oncology, Department of Internal Medicine, Vanderbilt University Medical Center/Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | - Michael B Hopkins
- Division of General Surgery, Colon and Rectal Surgery, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Timothy M Geiger
- Division of General Surgery, Colon and Rectal Surgery, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Audrey E Kam
- Division of Hematology, Oncology and Cell Therapy, Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Marc T Roth
- Division of Hematology and Oncology, Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Michael Lapelusa
- Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Arvind Dasari
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cathy Eng
- Division of Hematology and Oncology, Department of Internal Medicine, Vanderbilt University Medical Center/Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
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Kanzaki R, Fukui E, Kanou T, Ose N, Funaki S, Minami M, Shintani Y, Okumura M. Preoperative evaluation and indications for pulmonary metastasectomy. J Thorac Dis 2021; 13:2590-2602. [PMID: 34012607 PMCID: PMC8107542 DOI: 10.21037/jtd-19-3791] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Pulmonary metastasectomy (PM) is an established treatment that can provide improved long-term survival for patients with metastatic tumor(s) in the lung. In the current era, where treatment options other than PM such as stereotactic body radiation therapy (SBRT), immunotherapy, and molecular-targeted therapy are available, thoracic surgeons should review the approach to the preoperative evaluation and the indications. Preoperative evaluation consists of history and physical examinations, physiological tests, and radiological examinations. Radiological examinations serve to identify the differential diagnosis of the pulmonary nodules, evaluate their precise number, location, and features, and search for extra thoracic metastases. The indication of PM should be considered from both physiological and oncological points of view. The general criteria for PM are as follows; (I) the patient has a good general condition, (II) the primary malignancy is controlled, (III) there is no other extrapulmonary metastases, and (IV) the pulmonary lesion(s) are thought to be completely resectable. In addition to the general eligibility criteria of PM, prognostic factors of each tumor type should be considered when deciding the indication for PM. When patients have multiple poor prognostic factors and/or a short disease-free interval (DFI), thoracic surgeons should not hesitate to observe the patient for a certain period before deciding on the indication for PM. A multidisciplinary discussion is needed in order to decide the indication for PM.
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Affiliation(s)
- Ryu Kanzaki
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Eriko Fukui
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Takashi Kanou
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Naoko Ose
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Soichiro Funaki
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Masato Minami
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Yasushi Shintani
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Meinoshin Okumura
- Department of General Thoracic Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.,Department of General Thoracic Surgery, National Hospital Organization Toneyama Hospital, Toyonaka, Japan
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15
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Isoniemi H, Uutela A, Nordin A, Lantto E, Kellokumpu I, Ovissi A, Kosunen J, Kallio R, Soveri LM, Salminen T, Ålgars A, Lamminmäki A, Halonen P, Ristamäki R, Räsänen J, Karjula H, Vaalavuo Y, Lavonius M, Osterlund P. Centralized repeated resectability assessment of patients with colorectal liver metastases during first-line treatment: prospective study. Br J Surg 2021; 108:817-825. [PMID: 33749772 PMCID: PMC10364914 DOI: 10.1093/bjs/znaa145] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 11/05/2020] [Accepted: 11/24/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Metastasectomy is probably underused in metastatic colorectal cancer. The aim of this study was to investigate the effect of centralized repeated assessment on resectability rate of liver metastases. METHODS The prospective RAXO study was a nationwide study in Finland. Patients with treatable metastatic colorectal cancer at any site were eligible. This planned substudy included patients with baseline liver metastases between 2012 and 2018. Resectability was reassessed by the multidisciplinary team at Helsinki tertiary referral centre upfront and twice during first-line systemic therapy. Outcomes were resectability rates, management changes, and survival. RESULTS Of 812 patients included, 301 (37.1 per cent) had liver-only metastases. Of these, tumours were categorized as upfront resectable in 161 (53.5 per cent), and became amenable to surgery during systemic treatment in 63 (20.9 per cent). Some 207 patients (68.7 per cent) eventually underwent liver resection or ablation. At baseline, a discrepancy in resectability between central and local judgement was noted for 102 patients (33.9 per cent). Median disease-free survival (DFS) after first resection was 20 months and overall survival (OS) 79 months. Median OS after diagnosis of metastatic colorectal cancer was 80, 32, and 21 months in R0-1 resection, R2/ablation, and non-resected groups, and 5-year OS rates were 68, 37, and 9 per cent, respectively. Liver and extrahepatic metastases were present in 511 patients. Of these, tumours in 72 patients (14.1 per cent) were categorized as upfront resectable, and 53 patients (10.4 per cent) became eligible for surgery. Eventually 110 patients (21.5 per cent) underwent liver resection or ablation. At baseline, a discrepancy between local and central resectability was noted for 116 patients (22.7 per cent). Median DFS from first resection was 7 months and median OS 55 months. Median OS after diagnosis of metastatic colorectal cancer was 79, 42, and 17 months in R0-1 resection, R2/ablation, and non-resected groups, with 5-year OS rates of 65, 39, and 2 per cent, respectively. CONCLUSION Repeated centralized resectability assessment in patients with colorectal liver metastases improved resection and survival rates.
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Affiliation(s)
- H Isoniemi
- Department of Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - A Uutela
- Department of Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - A Nordin
- Department of Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - E Lantto
- Department of Radiology, Helsinki University Hospital, Päijät-Häme Central Hospital, Lahti, Finland
| | - I Kellokumpu
- Department of Surgery, Central Hospital of Central Finland, Jyväskylä, Finland
| | - A Ovissi
- Department of Radiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - J Kosunen
- Department of Radiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - R Kallio
- Department of Oncology, Oulu University Hospital, Oulu, Finland
| | - L M Soveri
- Department of Oncology, Helsinki University Hospital, Helsinki, Finland.,Hyvinkää Hospital and Home Care, Hyvinkää, Finland
| | - T Salminen
- Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - A Ålgars
- Department of Oncology, Turku University Hospital and University of Turku, Turku, Finland
| | - A Lamminmäki
- Department of Oncology, Kuopio University Hospital, Kuopio, Finland
| | - P Halonen
- Department of Oncology, Helsinki University Hospital, Helsinki, Finland
| | - R Ristamäki
- Department of Oncology, Turku University Hospital and University of Turku, Turku, Finland
| | - J Räsänen
- Department of Thoracic Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - H Karjula
- Department of Surgery, Oulu University Hospital, Oulu, Finland
| | - Y Vaalavuo
- Department of Surgery, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - M Lavonius
- Department of Surgery, Turku University Hospital and University of Turku, Turku, Finland
| | - P Osterlund
- Department of Oncology, Helsinki University Hospital, Helsinki, Finland.,Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland
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16
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Dai S, Ye Y, Kong X, Li J, Ding K. A predictive model for early recurrence of colorectal-cancer liver metastases based on clinical parameters. Gastroenterol Rep (Oxf) 2021; 9:241-251. [PMID: 34316374 PMCID: PMC8309687 DOI: 10.1093/gastro/goaa092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 10/20/2020] [Accepted: 11/13/2020] [Indexed: 12/24/2022] Open
Abstract
Background The prognosis for patients with colorectal-cancer liver metastases (CRLM) after curative surgery remains poor and shows great heterogeneity. Early recurrence, defined as tumor recurrence within 6 months of curative surgery, is associated with poor survival, requiring earlier detection and intervention. This study aimed to develop and validate a bedside model based on clinical parameters to predict early recurrence in CRLM patients and provide insight into post-operative surveillance strategies. Material and methods A total of 202 consecutive CRLM patients undergoing curative surgeries between 2012 and 2019 were retrospectively enrolled and randomly assigned to the training (n = 150) and validation (n = 52) sets. Baseline information and radiological, pathological, and laboratory findings were extracted from medical records. Predictive factors for early recurrence were identified via a multivariate logistic-regression model to develop a predictive nomogram, which was validated for discrimination, calibration, and clinical application. Results Liver-metastases number, lymph-node suspicion, neurovascular invasion, colon/rectum location, albumin and post-operative carcinoembryonic antigen, and carbohydrate antigen 19–9 levels (CA19–9) were independent predictive factors and were used to construct the nomogram for early recurrence after curative surgery. The area under the curve was 0.866 and 0.792 for internal and external validation, respectively. The model significantly outperformed the clinical risk score and Beppu’s model in our data set. In the lift curve, the nomogram boosted the detection rate in post-operative surveillance by two-fold in the top 30% high-risk patients. Conclusion Our model for early recurrence in CRLM patients after curative surgeries showed superior performance and could aid in the decision-making for selective follow-up strategies.
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Affiliation(s)
- Siqi Dai
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (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 Medicine, Hangzhou, Zhejiang, P. R. China
| | - Yao Ye
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (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 Medicine, Hangzhou, Zhejiang, P. R. China
| | - Xiangxing Kong
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (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 Medicine, Hangzhou, Zhejiang, P. R. China
| | - Jun Li
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (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 Medicine, Hangzhou, Zhejiang, P. R. China
| | - Kefeng Ding
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (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 Medicine, Hangzhou, Zhejiang, P. R. China
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17
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Dai S, Xu S, Ye Y, Ding K. Identification of an Immune-Related Gene Signature to Improve Prognosis Prediction in Colorectal Cancer Patients. Front Genet 2020; 11:607009. [PMID: 33343640 PMCID: PMC7746810 DOI: 10.3389/fgene.2020.607009] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 11/10/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Despite recent advance in immune therapy, great heterogeneity exists in the outcomes of colorectal cancer (CRC) patients. In this study, we aimed to analyze the immune-related gene (IRG) expression profiles from three independent public databases and develop an effective signature to forecast patient's prognosis. METHODS IRGs were collected from the ImmPort database. The CRC dataset from The Cancer Genome Atlas (TCGA) database was used to identify a prognostic gene signature, which was verified in another two CRC datasets from the Gene Expression Omnibus (GEO). Gene function enrichment analysis was conducted. A prognostic nomogram was built incorporating the IRG signature with clinical risk factors. RESULTS The three datasets had 487, 579, and 224 patients, respectively. A prognostic six-gene-signature (CCL22, LIMK1, MAPKAPK3, FLOT1, GPRC5B, and IL20RB) was developed through feature selection that showed good differentiation between the low- and high-risk groups in the training set (p < 0.001), which was later confirmed in the two validation groups (log-rank p < 0.05). The signature outperformed tumor TNM staging for survival prediction. GO and KEGG functional annotation analysis suggested that the signature was significantly enriched in metabolic processes and regulation of immunity (p < 0.05). When combined with clinical risk factors, the model showed robust prediction capability. CONCLUSION The immune-related six-gene signature is a reliable prognostic indicator for CRC patients and could provide insight for personalized cancer management.
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Affiliation(s)
- Siqi Dai
- Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang University Cancer Center, Hangzhou, China
| | - Shuang Xu
- Department of Clinical Laboratory, Peking University People’s Hospital, Beijing, China
| | - Yao Ye
- Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang University Cancer Center, Hangzhou, China
| | - Kefeng Ding
- Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang University Cancer Center, Hangzhou, China
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18
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Ma ZH, Wang YP, Zheng WH, Ma J, Bai X, Zhang Y, Wang YH, Chi D, Fu XB, Hua XD. Prognostic factors and therapeutic effects of different treatment modalities for colorectal cancer liver metastases. World J Gastrointest Oncol 2020; 12:1177-1194. [PMID: 33133385 PMCID: PMC7579728 DOI: 10.4251/wjgo.v12.i10.1177] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/18/2020] [Accepted: 09/14/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the most common malignant tumors in China, and the liver is the most common metastatic site in patients with advanced CRC. Hepatectomy is the gold standard treatment for colorectal liver metastases. For patients who cannot undergo radical resection of liver metastases for various reasons, ablation therapy, interventional therapy, and systemic chemotherapy can be used to improve their quality of life and prolong their survival time.
AIM To explore the prognostic factors and treatments of liver metastases of CRC.
METHODS A retrospective analysis was conducted on 87 patients with liver metastases from CRC treated at the Liaoning Cancer Hospital and Institute between January 2005 and March 2011. According to different treatments, the patients were divided into the following four groups: Surgical resection group (36 patients); ablation group (23 patients); intervention group (15 patients); and drug group (13 patients). The clinicopathological data and postoperative survival of the four groups were analyzed. The Kaplan-Meier method was used for survival analysis, and the Cox proportional hazards regression model was used for multivariate analysis.
RESULTS The median survival time of the 87 patients was 38.747 ± 3.062 mo, and the 1- and 3-year survival rates were 87.5% and 53.1%, respectively. The Cox proportional hazards model showed that the following factors were independent factors affecting prognosis: The degree of tumor differentiation, the number of metastases, the size of metastases, and whether the metastases are close to great vessels. The results of treatment factor analysis showed that the effect of surgical treatment was better than that of drugs, intervention, or ablation alone, and the median survival time was 48.83 ± 4.36 mo. The drug group had the worst prognosis, with a median survival time of only 13.5 ± 0.7 mo (P < 0.05). For patients with liver metastases of CRC near the great vessels, the median survival time (27.3 mo) of patients undergoing surgical resection was better than that of patients using other treatments (20.6 mo) (P < 0.05).
CONCLUSION Patients with a low degree of primary tumor differentiation, multiple liver metastases (number of tumors > 4), and maximum diameter of liver metastases > 5 cm have a poor prognosis. Among drug therapy, intervention, ablation, and surgical treatment options, surgical treatment is the first choice for liver metastases. When liver metastases are close to great vessels, surgical treatment is significantly better than drug therapy, intervention, and ablation alone.
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Affiliation(s)
- Zuo-Hong Ma
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Yong-Peng Wang
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Wen-Heng Zheng
- Department of Medical Imaging, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Ji Ma
- Department of Pathology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Xue Bai
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Yong Zhang
- Department of Pathology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Yuan-He Wang
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Da Chi
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Xi-Bo Fu
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
| | - Xiang-Dong Hua
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, Liaoning Province, China
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19
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Enhanced Rim on MDCT of Colorectal Liver Metastases: Assessment of Ability to Predict Progression-Free Survival and Response to Bevacizumab-Based Chemotherapy. AJR Am J Roentgenol 2020; 215:1377-1383. [PMID: 32991216 DOI: 10.2214/ajr.19.22280] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE. The purpose of this article is to evaluate the enhanced rim on the portal venous phase (PVP) on MDCT as a predictor of 1-year progression-free survival (PFS) and response to bevacizumab-based chemotherapy in patients with colorectal liver metastases (CRLM). MATERIALS AND METHODS. We retrospectively identified 111 patients with primary unresectable CRLM treated with bevacizumab-based chemotherapy at two institutions between 2012 and 2018. Pretreatment contrast-enhanced MDCT images were reviewed and data on clinical characteristics were collected from the electronic medical records. Univariable and multivariable analyses were conducted to assess several imaging features and clinical characteristics as potential predictors of 1-year PFS and objective response rate (ORR). RESULTS. After 1 year of follow-up, liver metastatic tumor progression was detected in 52 patients (46.8%) after bevacizumab-based chemotherapy. A log-rank test showed that enhanced rim on PVP (chi-square test, 5.862; p = 0.015) and the occurrence of liver resection surgery (chi-square test, 7.836; p = 0.005) were significant predictors of 1-year PFS. Multivariable analysis showed that enhanced rim on PVP images was an independent predictor of 1-year PFS (hazard ratio, 0.510; 95% CI, 0.282-0.926; p = 0.027) and ORR (odds ratio, 4.694; p < 0.001). CONCLUSION. The presence of an enhanced rim on PVP MDCT is an independent predictor of survival and response to bevacizumab-based chemotherapy among patients with CRLM.
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