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Hsu YJ, Chern YJ, Wu ZE, Yu YL, Liao CK, Tsai WS, You JF, Lee CW. The oncologic outcome and prognostic factors for solitary colorectal liver metastasis after liver resection. J Gastrointest Surg 2024; 28:267-275. [PMID: 38445919 DOI: 10.1016/j.gassur.2024.01.003] [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: 10/04/2023] [Revised: 12/15/2023] [Accepted: 01/05/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND Studies on prognostic factors for patients undergoing surgery to treat solitary liver metastases originating from colorectal cancer (CRC) are limited. This study aimed to analyze significant prognostic factors associated with tumor recurrence and long-term survival after liver resection for solitary colorectal liver metastasis. METHODS Data from 230 patients with solitary liver metastases from CRC who received liver resection between 2010 and 2019 were retrospectively analyzed. Recurrence-free survival (RFS) and overall survival (OS) were accessed with the Kaplan-Meier method and log-rank test. Cox regression multivariate analysis identified independent variables associated with RFS and OS. Nomograms were developed to predict patient outcomes after surgery. RESULTS The 3- and 5-year OS rates were 72.3% and 59.8%, respectively. The 3- and 5-year RFS rates were 40.0% and 27.1%, respectively. Multivariate analysis revealed age ≥ 70 years, resection margin width < 10 mm, initial N2 stage, hypoalbuminemia before surgery, and neutrophil-to-lymphocyte ratio (NLR) ≥ 3 after surgery as independent prognostic factors for OS. For RFS, initial N2 stage, hypoalbuminemia before surgery, NLR ≥ 3 after surgery, elevated carcinoembryonic antigen (CEA) levels after surgery, and CEA ratio (after/before liver resection) < 0.3 were identified as independent prognostic factors. CONCLUSION This study demonstrated that initial N2 stage, hypoalbuminemia before liver resection, and NLR ≥ 3 after liver resection exert a significant association on the RFS and OS of patients undergoing surgery for solitary liver metastases from CRC. Thus, upfront chemotherapy, prompt postoperative chemotherapy, and intensive postoperative surveillance are mandatory for patients having these adverse factors.
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Affiliation(s)
- Yu-Jen Hsu
- Division of Colon and Rectal Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Yih-Jong Chern
- Division of Colon and Rectal Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Zhong-En Wu
- Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan
| | - Yen-Lin Yu
- Division of Colon and Rectal Surgery, Department of Surgery, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Chun-Kai Liao
- Division of Colon and Rectal Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Wen-Sy Tsai
- Division of Colon and Rectal Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Jeng-Fu You
- Division of Colon and Rectal Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Chao-Wei Lee
- College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, Chang Gung University, Guishan, Taoyuan, Taiwan; Division of General Surgery, Department of Surgery, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan.
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Plahuta I, Mencinger M, Peruš I, Magdalenić T, Turk Š, Brumec A, Potrč S, Ivanecz A. Ranking as a Procedure for Selecting a Replacement Variable in the Score Predicting the Survival of Patients Treated with Curative Intent for Colorectal Liver Metastases. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:2003. [PMID: 38004052 PMCID: PMC10673064 DOI: 10.3390/medicina59112003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/04/2023] [Accepted: 11/13/2023] [Indexed: 11/26/2023]
Abstract
Background and Objectives: The issue of a missing variable precludes the external validation of many prognostic models. For example, the Liverpool score predicts the survival of patients undergoing surgical therapy for colorectal liver metastases, but it includes the neutrophil-lymphocyte ratio, which cannot be measured retrospectively. Materials and Methods: We aimed to find the most appropriate replacement for the neutrophil-lymphocyte ratio. Survival analysis was performed on data representing 632 liver resections for colorectal liver metastases from 2000 to 2020. Variables associated with the Liverpool score, C-reactive protein, albumins, and fibrinogen were ranked. The rankings were performed in four ways: The first two were based on the Kaplan-Meier method (log-rank statistics and the definite integral IS between two survival curves). The next method of ranking was based on univariate and multivariate Cox regression analyses. Results: The ranks were as follows: the radicality of liver resection (rank 1), lymph node infiltration of primary colorectal cancer (rank 2), elevated C-reactive protein (rank 3), the American Society of Anesthesiologists Classification grade (rank 4), the right-sidedness of primary colorectal cancer (rank 5), the multiplicity of colorectal liver metastases (rank 6), the size of colorectal liver metastases (rank 7), albumins (rank 8), and fibrinogen (rank 9). Conclusions: The ranking methodologies resulted in almost the same ranking order of the variables. Elevated C-reactive protein was ranked highly and can be considered a relevant replacement for the neutrophil-lymphocyte ratio in the Liverpool score. These methods are suitable for ranking variables in similar models for medical research.
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Affiliation(s)
- Irena Plahuta
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
- Department of Surgery, Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000 Maribor, Slovenia
| | - Matej Mencinger
- Faculty of Civil Engineering, Transportation Engineering, and Architecture, University of Maribor, Smetanova ulica 17, 2000 Maribor, Slovenia; (M.M.); (I.P.)
- Institute of Mathematics, Physics and Mechanics, Jadranska 19, 1000 Ljubljana, Slovenia
| | - Iztok Peruš
- Faculty of Civil Engineering, Transportation Engineering, and Architecture, University of Maribor, Smetanova ulica 17, 2000 Maribor, Slovenia; (M.M.); (I.P.)
- Faculty of Natural Science and Engineering, University of Ljubljana, Aškerčeva cesta 12, 1000 Ljubljana, Slovenia
| | - Tomislav Magdalenić
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
| | - Špela Turk
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
| | - Aleks Brumec
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
| | - Stojan Potrč
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
- Department of Surgery, Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000 Maribor, Slovenia
| | - Arpad Ivanecz
- Clinical Department of Abdominal and General Surgery, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia; (I.P.); (T.M.); (Š.T.); (A.B.); (S.P.)
- Department of Surgery, Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000 Maribor, Slovenia
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Frühling P, Urdzik J, Strömberg C, Isaksson B. Composite Score: prognostic tool to predict survival in patients undergoing surgery for colorectal liver metastases. BJS Open 2021; 5:6410111. [PMID: 34697642 PMCID: PMC8545612 DOI: 10.1093/bjsopen/zrab104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 09/16/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Several existing scoring systems predict survival of patients with colorectal liver metastases. Many lack validation, rely on old clinical data, and have been found to be less accurate since the introduction of chemotherapy. This study aimed to construct and validate a clinically relevant preoperative prognostic model for patients with colorectal liver metastases. METHODS A predictive model with data available before surgery was developed. Survival was analysed by Cox regression analysis, and the quality of the model was assessed using discrimination and calibration. The model was validated using multifold cross-validation. RESULTS The model included 1212 consecutive patients who underwent liver resection for colorectal liver metastases between 2005 and 2015. Prognostic factors for survival included advanced age, raised C-reactive protein level, hypoalbuminaemia, extended liver resection, larger number of metastases, and midgut origin of the primary tumour. A Composite Score was developed based on the prognostic variables. Patients were classified into those at low, medium, and high risk. Survival differences between the groups were significant; median overall survival was 87.4 months in the low-risk group, 50.1 months in the medium-risk group, and 22.6 months in the high-risk group. The discriminative performance, assessed by the concordance index, was 0.71, 0.67, and 0.67 respectively at 1, 3, and 5 years. Calibration, assessed graphically, was close to perfect. A multifold cross-validation of the model confirmed its internal validity (C-index 0.63 versus 0.62). CONCLUSION The Composite Score categorizes patients into risk strata, and may help identify patients who have a poor prognosis, for whom surgery is questionable.
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Affiliation(s)
- Petter Frühling
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Jozef Urdzik
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Cecilia Strömberg
- Division of Surgery, Department for Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Bengt Isaksson
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
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