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Tajiri T, Mima K, Beppu T, Hayashi H, Horino T, Adachi Y, Imai K, Masuda T, Miyamoto Y, Iwatsuki M. RAS-Beppu Classification: A New Recurrence Risk Classification System Incorporating the Beppu Score and RAS Status for Colorectal Liver Metastases. Cancers (Basel) 2025; 17:640. [PMID: 40002236 PMCID: PMC11853466 DOI: 10.3390/cancers17040640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 02/06/2025] [Accepted: 02/12/2025] [Indexed: 02/27/2025] Open
Abstract
Background: Preoperative recurrence risk stratification for colorectal liver metastases (CRLM) undergoing hepatectomy is essential when designing a treatment strategy. We developed a Beppu classification system consisting of three risk groups and found that the RAS mutation increased risk in low- and moderate-risk patients. Methods: A total of 173 patients undergoing initial hepatectomy for CRLM between 2004 and 2020 were analyzed. Disease-free survival (DFS) and overall survival (OS) were assessed. Patients in the low- and moderate-risk groups of the Beppu classification with RAS mutations were moved into the moderate- and high-risk groups, respectively, in the RAS-Beppu classification. Results: The DFS curves of the three risk groups in the Beppu and RAS-Beppu classification were significantly different. Five-year DFS rates were 57%, 31%, and 16% in the RAS-Beppu classification of low-, moderate-, and high-risk groups, respectively. With multivariate analysis, Beppu classifications (p = 0.0017) and RAS-Beppu classifications (p = 0.0002) were independent prognostic factors for DFS. The RAS-Beppu classification showed higher hazard ratios than the Beppu classification, as well as the genetic and morphological evaluation score and the modified clinical risk score, which include the RAS status. The hazard ratios in the RAS-Beppu classification were significant in all two-group comparisons (2.22 for moderate vs. low, 3.48 for high vs. low, and 1.70 for high vs. moderate). The multivariate analysis of OS showed benefits of the RAS-Beppu classification in the high- vs. low-risk and high- vs. moderate-risk comparisons. Conclusions: The RAS-Beppu classification using standard parameters is a novel suitable tool for predicting recurrence risk before liver resection.
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Affiliation(s)
- Takuya Tajiri
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Kosuke Mima
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Toru Beppu
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
- Department of Surgery, Yamaga City Medical Center, Yamaga 861-0593, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Taichi Horino
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Yuki Adachi
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Toshiro Masuda
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
- Department of Surgery, Yamaga City Medical Center, Yamaga 861-0593, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
| | - Masaaki Iwatsuki
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto 860-8555, Japan; (T.T.); (K.M.); (T.B.); (T.H.); (Y.A.); (K.I.); (T.M.); (Y.M.); (M.I.)
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Paramythiotis D, Karlafti E, Tsavdaris D, Apostolidou Kiouti F, Haidich AB, Ioannidis A, Panidis S, Michalopoulos A. The Effect of Hepatic Surgical Margins of Colorectal Liver Metastases on Prognosis: A Systematic Review and Meta-Analysis. J Clin Med 2024; 13:7776. [PMID: 39768699 PMCID: PMC11727772 DOI: 10.3390/jcm13247776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 12/14/2024] [Accepted: 12/16/2024] [Indexed: 01/16/2025] Open
Abstract
Introduction: Colorectal cancer is the third most common malignancy, with around half of patients developing liver metastases. Hepatectomy is the preferred treatment, but its success depends on several factors, including surgical margins. Various surgical margins have been suggested to achieve optimal results. This systematic review and meta-analysis aim to explore the impact of negative surgical margins ranging from 1 to 10 mm, and >10 mm on survival, with the objective of identifying optimal surgical margins. Methods: A systematic literature search was conducted on the MEDLINE, Scopus, and Cochrane databases. The six included studies that examined the effect of surgical margins at the aforementioned distances on patient survival. Studies were assessed for risk of bias using the Quality in Prognosis Studies tool. Statistical analysis was performed using SPSS software. Results: The results of the meta-analysis revealed the superiority of wider surgical margins (>10) on overall survival compared to smaller margins (1-10 mm), as the HR was calculated to be 1.38 [1.10; 1.73]. Specifically, negative margins between 1 and 10 mm are linked to a 38% increased risk of mortality compared to margins larger than 10 mm. The low heterogeneity indicates consistent findings across studies, and the statistically significant hazard ratio underscores the importance of aiming for larger surgical margins to enhance patient outcomes. In the subgroup that included only studies in which patients received neoadjuvant therapy, the HR was 1.48 [1.06; 2.07], further emphasizing the importance of ensuring negative surgical margins in today's era. Conclusions: In summary, this systematic review and meta-analysis highlights the impact of surgical margin width on the survival of patients with colorectal liver metastases, as well as the importance of margin optimization in surgical management strategies.
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Affiliation(s)
- Daniel Paramythiotis
- First Propaedeutic Surgery Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (D.P.); (D.T.); (A.I.); (S.P.); (A.M.)
| | - Eleni Karlafti
- Emergency Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
- First Propaedeutic Department of Internal Medicine, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Dimitrios Tsavdaris
- First Propaedeutic Surgery Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (D.P.); (D.T.); (A.I.); (S.P.); (A.M.)
| | - Fani Apostolidou Kiouti
- Department of Hygiene, Social-Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, University Campus, 54124 Thessaloniki, Greece (A.-B.H.)
| | - Anna-Bettina Haidich
- Department of Hygiene, Social-Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, University Campus, 54124 Thessaloniki, Greece (A.-B.H.)
| | - Aristeidis Ioannidis
- First Propaedeutic Surgery Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (D.P.); (D.T.); (A.I.); (S.P.); (A.M.)
| | - Stavros Panidis
- First Propaedeutic Surgery Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (D.P.); (D.T.); (A.I.); (S.P.); (A.M.)
| | - Antonios Michalopoulos
- First Propaedeutic Surgery Department, University General Hospital of Thessaloniki AHEPA, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (D.P.); (D.T.); (A.I.); (S.P.); (A.M.)
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3
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Akahoshi K, Shindoh J, Tanabe M, Ariizumi S, Eguchi S, Okamura Y, Kaibori M, Kubo S, Shimada M, Taketomi A, Takemura N, Nagano H, Nakamura M, Hasegawa K, Hatano E, Yoshizumi T, Endo I, Kokudo N. Oncological Resectability Criteria for Hepatocellular Carcinoma in the Era of Novel Systemic Therapies: The Japan Liver Cancer Association and Japanese Society of Hepato-Biliary-Pancreatic Surgery Expert Consensus Statement 2023. Liver Cancer 2024; 13:0-10. [PMID: 39524972 PMCID: PMC11547340 DOI: 10.1159/000538627] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 03/22/2024] [Indexed: 11/16/2024] Open
Abstract
Recent advances in systemic therapy for hepatocellular carcinoma (HCC) have led to debates about the feasibility of combination therapies, such as systemic therapy combined with surgery or transarterial chemoembolization, for patients with advanced HCC. However, a lack of consensus on the oncological resectability criteria has hindered discussions of "conversion therapy" and the optimal management in patients with HCC. To address this issue, the Japan Liver Cancer Association (JLCA) and the Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS) established a working group and discussed the concept of borderline resectable HCC. Herein, we present a consensus statement from this expert panel on the resectability criteria for HCC from the oncological standpoint under the assumption of technically and liver-functionally resectable situations. The criteria for oncological resectability in HCC are classified into three grades: resectable, representing an oncological status for which surgery alone may be expected to offer clearly better survival outcomes as compared with other treatments; borderline resectable 1, representing an oncological status for which surgical intervention as a part of multidisciplinary treatment may be expected to offer survival benefit; and borderline resectable 2, representing an oncological status for which the efficacy of surgery is uncertain and the indication for surgery should be determined carefully under the standard multidisciplinary treatment. These criteria aim to provide a common language for discussing and analyzing the treatment strategies for advanced HCC. It is also expected that these criteria will be optimized, modified, and updated based on further advancements in systemic therapies and future validation studies.
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Affiliation(s)
- Keiichi Akahoshi
- Department of Hepatobiliary and Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Junichi Shindoh
- Department of Gastroenterological Surgery, Toranomon Hospital, Tokyo, Japan
| | - Minoru Tanabe
- Department of Hepatobiliary and Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shunichi Ariizumi
- Institute of Gastroenterology, Tokyo Women's Medical University, Tokyo, Japan
| | - Susumu Eguchi
- Department of Surgery, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Yukiyasu Okamura
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Masaki Kaibori
- Department of Surgery, Kansai Medical University, Osaka, Japan
| | - Shoji Kubo
- Department of Hepato-Biliary-Pancreatic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Mitsuo Shimada
- Department of Digestive and Transplant Surgery, Tokushima University Hospital, Tokushima, Japan
| | - Akinobu Taketomi
- Department of Gastroenterological Surgery I, Hokkaido University Graduate School of Medicine, Hokkaido, Japan
| | - Nobuyuki Takemura
- Department of Surgery, Hepato-Biliary Pancreatic Surgery Division, National Center for Global Health and Medicine, Tokyo, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Masafumi Nakamura
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kiyoshi Hasegawa
- Hepato-Biliary-Pancreatic Surgery Division, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Etsuro Hatano
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University, Kanagawa, Japan
| | - Norihiro Kokudo
- Department of Surgery, Hepato-Biliary Pancreatic Surgery Division, National Center for Global Health and Medicine, Tokyo, Japan
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Tanaka Y, Nakanishi R, Sato S, Otake A, Ryujin K, Ikeda S, Ebata Y, Harima T, Natsugoe K, Yoshiyama T, Shin Y, Kawazoe T, Kudo K, Zaitsu Y, Hisamatsu Y, Ando K, Nakashima Y, Itoh S, Oki E, Oda Y, Yoshizumi T. RAS mutant transverse colon cancer with multiple liver metastases achieving long-term disease-free survival with postoperative maintenance therapy with aflibercept + FOLFIRI and four repeated radical resections: a case report. Surg Case Rep 2024; 10:231. [PMID: 39377932 PMCID: PMC11461724 DOI: 10.1186/s40792-024-02033-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Accepted: 09/25/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Management of patients with colorectal liver metastases (CRLMs) requires a multidisciplinary approach. For patients with progression of RAS mutant tumors, the choice of angiogenesis inhibitors can be controversial. Here, we report a patient with RAS mutant CRLMs achieving long-term disease-free survival with repeated R0 resections and perioperative treatment, especially aflibercept + FOLFIRI (5-fluorouracil, levofolinate, irinotecan), which may have prevented long-term recurrence. CASE PRESENTATION The patient was a 37 year-old woman diagnosed with RAS mutant transverse colon cancer with 19 LMs. As the metastases were limited to the liver, we introduced systemic chemotherapy aiming at conversion surgery. After six cycles of bevacizumab + FOLFOXIRI (5-fluorouracil, levofolinate, oxaliplatin, irinotecan), we performed partial hepatectomy for all LMs, and left hemicolectomy for the primary tumor after another four cycles of bevacizumab + FOLFIRI. Three months after surgery, the patient presented with massive ovarian metastases with carcinomatous ascites. We conducted bilateral oophorectomy, and initiated aflibercept + FOLFIRI therapy considering the possibility of resistance to bevacizumab. The patient was recurrence-free for 2 years during aflibercept + FOLFIRI treatment. After its discontinuation, two distant metastases developed. Both were resectable and the patient achieved recurrence-free survival of 2 years and 3 months after the last operation (6 years since initiation of treatment), without additional chemotherapy. CONCLUSIONS We believe that multidisciplinary treatment aimed at complete resection could lead to long-term survival even in patients with repeated recurrence of CRLMs. Aflibercept + FOLFIRI could be effective in controlling metastasis of RAS mutant colon cancer even after treatment with bevacizumab.
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Affiliation(s)
- Yasushi Tanaka
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan.
- Department of Anatomic Pathology, Pathological Sciences, Graduate School of Medical Sciences, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan.
| | - Ryota Nakanishi
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Shota Sato
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Akihiko Otake
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Keiichiro Ryujin
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Shinichiro Ikeda
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yuho Ebata
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Tomoya Harima
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Keita Natsugoe
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Takayuki Yoshiyama
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yuki Shin
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Tetsuro Kawazoe
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Kensuke Kudo
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yoko Zaitsu
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yuichi Hisamatsu
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Koji Ando
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yuichiro Nakashima
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Shinji Itoh
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Eiji Oki
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yoshinao Oda
- Department of Anatomic Pathology, Pathological Sciences, Graduate School of Medical Sciences, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Kyushu University, 3-1-1, Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
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O'Connell RM, Hoti E. Challenges and Opportunities for Precision Surgery for Colorectal Liver Metastases. Cancers (Basel) 2024; 16:2379. [PMID: 39001441 PMCID: PMC11240734 DOI: 10.3390/cancers16132379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 06/24/2024] [Accepted: 06/26/2024] [Indexed: 07/16/2024] Open
Abstract
The incidence of colorectal cancer and colorectal liver metastases (CRLM) is increasing globally due to an interaction of environmental and genetic factors. A minority of patients with CRLM have surgically resectable disease, but for those who have resection as part of multimodal therapy for their disease, long-term survival has been shown. Precision surgery-the idea of careful patient selection and targeting of surgical intervention, such that treatments shown to be proven to benefit on a population level are the optimal treatment for each individual patient-is the new paradigm of care. Key to this is the understanding of tumour molecular biology and clinically relevant mutations, such as KRAS, BRAF, and microsatellite instability (MSI), which can predict poorer overall outcomes and a poorer response to systemic therapy. The emergence of immunotherapy and hepatic artery infusion (HAI) pumps show potential to convert previously unresectable disease to resectable disease, in addition to established systemic and locoregional therapies, but the surgeon must be wary of poor-quality livers and the spectre of post-hepatectomy liver failure (PHLF). Volume modulation, a cornerstone of hepatic surgery for a generation, has been given a shot in the arm with the advent of liver venous depletion (LVD) ensuring significantly more hypertrophy of the future liver remnant (FLR). The optimal timing of liver resection for those patients with synchronous disease is yet to be truly established, but evidence would suggest that those patients requiring complex colorectal surgery and major liver resection are best served with a staged approach. In the operating room, parenchyma-preserving minimally invasive surgery (MIS) can dramatically reduce the surgical insult to the patient and lead to better perioperative outcomes, with quicker return to function.
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Affiliation(s)
- Robert Michael O'Connell
- Department of Hepatopancreaticobiliary and Transplantation Surgery, Saint Vincent's University Hospital, D04 T6F4 Dublin, Ireland
| | - Emir Hoti
- Department of Hepatopancreaticobiliary and Transplantation Surgery, Saint Vincent's University Hospital, D04 T6F4 Dublin, Ireland
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Pourfaraji SM, Moghadam MN, Moradi AM, Shirmard FO, Mohammadzadeh N, Jafarian A. Long-term survival after hepatic resection for colorectal liver metastases: a single-center study in Iran. BMC Surg 2024; 24:131. [PMID: 38702645 PMCID: PMC11067153 DOI: 10.1186/s12893-024-02420-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/18/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND Surgical resection of colorectal cancer liver metastasis (CRLM) has been associated with improved survival in these patients. The purpose of this study was to investigate the usefulness of liver metastasectomy, also finding independent factors related to survival after liver metastasectomy. METHODS In a retrospective study, all patients with CRLM who underwent resection of liver metastases between 2012 and 2022 at Imam Khomeini Hospital Complex in Tehran, Iran, were enrolled. All patients were actively followed based on clinicopathologic and operative data. RESULTS A total of 248 patients with a median follow-up time of 46 months (Range, 12 to 122) were studied. Eighty-six patients (35.0%) underwent major hepatectomy, whereas 160 (65.0%) underwent minor hepatectomy. The median overall survival was 43 months (Range, 0 to 122 months), with estimated 1-, 3- and 5-year overall survival rates of 91%, 56%, and 42%, respectively. Multivariate analysis demonstrated that a metastasis size > 6 cm, major hepatectomy, rectum as the primary tumor site, and involved margin (< 1 mm) were independent factors associated with decreased overall survival (OS). CONCLUSION Surgical resection is an effective treatment for patients with CRLM that is associated with relatively favorable survival. A negative margin of 1 mm seems to be sufficient for oncological resection.
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Affiliation(s)
| | - Mehdi Nazari Moghadam
- Division of Hepatopancreatobiliary and Liver Transplantation, School of Medicine, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Mohammad Moradi
- Division of Hepatopancreatobiliary and Liver Transplantation, School of Medicine, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Narjes Mohammadzadeh
- Department of Surgery, Imam Khomeini Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Ali Jafarian
- Division of Hepatopancreatobiliary and Liver Transplantation, School of Medicine, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
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Tay SB, Low GH, Wong GJE, Tey HJ, Leong FL, Li C, Chua MLK, Tan DSW, Thng CH, Tan IBH, Tan RSYC. Use of Natural Language Processing to Infer Sites of Metastatic Disease From Radiology Reports at Scale. JCO Clin Cancer Inform 2024; 8:e2300122. [PMID: 38788166 PMCID: PMC11371090 DOI: 10.1200/cci.23.00122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 03/02/2024] [Accepted: 04/01/2024] [Indexed: 05/26/2024] Open
Abstract
PURPOSE To evaluate natural language processing (NLP) methods to infer metastatic sites from radiology reports. METHODS A set of 4,522 computed tomography (CT) reports of 550 patients with 14 types of cancer was used to fine-tune four clinical large language models (LLMs) for multilabel classification of metastatic sites. We also developed an NLP information extraction (IE) system (on the basis of named entity recognition, assertion status detection, and relation extraction) for comparison. Model performances were measured by F1 scores on test and three external validation sets. The best model was used to facilitate analysis of metastatic frequencies in a cohort study of 6,555 patients with 53,838 CT reports. RESULTS The RadBERT, BioBERT, GatorTron-base, and GatorTron-medium LLMs achieved F1 scores of 0.84, 0.87, 0.89, and 0.91, respectively, on the test set. The IE system performed best, achieving an F1 score of 0.93. F1 scores of the IE system by individual cancer type ranged from 0.89 to 0.96. The IE system attained F1 scores of 0.89, 0.83, and 0.81, respectively, on external validation sets including additional cancer types, positron emission tomography-CT ,and magnetic resonance imaging scans, respectively. In our cohort study, we found that for colorectal cancer, liver-only metastases were higher in de novo stage IV versus recurrent patients (29.7% v 12.2%; P < .001). Conversely, lung-only metastases were more frequent in recurrent versus de novo stage IV patients (17.2% v 7.3%; P < .001). CONCLUSION We developed an IE system that accurately infers metastatic sites in multiple primary cancers from radiology reports. It has explainable methods and performs better than some clinical LLMs. The inferred metastatic phenotypes could enhance cancer research databases and clinical trial matching, and identify potential patients for oligometastatic interventions.
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Affiliation(s)
- See Boon Tay
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- NUS Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Guat Hwa Low
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
| | | | - Han Jieh Tey
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
| | - Fun Loon Leong
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
| | - Constance Li
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
| | - Melvin Lee Kiang Chua
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
- Singapore Duke-NUS Medical School, Singapore, Singapore
- Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore
| | - Daniel Shao Weng Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Singapore Duke-NUS Medical School, Singapore, Singapore
- Division of Clinical Trials and Epidemiological Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Choon Hua Thng
- Singapore Duke-NUS Medical School, Singapore, Singapore
- Division of Oncologic Imaging, National Cancer Centre Singapore, Singapore, Singapore
| | - Iain Bee Huat Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
- Singapore Duke-NUS Medical School, Singapore, Singapore
| | - Ryan Shea Ying Cong Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Data and Computational Science Core, National Cancer Centre Singapore, Singapore, Singapore
- Singapore Duke-NUS Medical School, Singapore, Singapore
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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8
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Beppu T, Yamamura K, Imai K, Hayashi H, Miyamoto Y. Recurrence-risk stratification using the Beppu score and selection of perioperative chemotherapy for colorectal liver metastases. J Surg Oncol 2024; 129:893-900. [PMID: 38239092 DOI: 10.1002/jso.27590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/06/2024] [Indexed: 04/02/2024]
Abstract
The annual postoperative disease-free survival for colorectal liver metastases can be easily estimated by weighting six preoperative clinical parameters (Beppu score). We identified three recurrence-risk stratification groups: the low (≤6 points), moderate (7-10 points), and high-risk (≥11 points). For low-, moderate-, and high-risk patients, hepatectomy alone, hepatectomy with adjuvant chemotherapy, and hepatectomy with preoperative chemotherapy are recommended, respectively. The Beppu score enables the decision on the necessity and timing of perioperative chemotherapy.
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Affiliation(s)
- Toru Beppu
- Department of Surgery, Yamaga City Medical Center, Yamaga, Japan
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kensuke Yamamura
- Department of Surgery, Yamaga City Medical Center, Yamaga, Japan
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
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9
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Choong K, Wong P, Thornblade L, Melstrom K, Lai L, Kaiser A, Singh G, Warner SG, Fakih M, Fong Y, Melstrom LG. Combined Liver and Colon Resection of Synchronous Colorectal Liver Metastases at a Quaternary Center. J Surg Res 2023; 288:252-260. [PMID: 37030183 DOI: 10.1016/j.jss.2023.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 02/23/2023] [Accepted: 03/09/2023] [Indexed: 04/10/2023]
Abstract
INTRODUCTION Existing literature on the safety of combined liver and colorectal resections for synchronous colorectal liver metastases is mixed. Using a retrospective review of our institutional data, we aimed to show that combined colorectal and liver resections for synchronous metastases is both feasible and safe in a quaternary center. METHODS A retrospective review of combined resections for synchronous colorectal liver metastases at a quaternary referral center from 2015 to 2020 was completed. Clinicopathologic and perioperative data was collected. Univariate and multivariable analyses were performed to identify risk factors for major postoperative complications. RESULTS One hundred one patients were identified, with 35 undergoing major liver resections ( ≥ 3 segments) and 66 undergoing minor liver resections. The vast majority of patients (94%) received neoadjuvant therapy. There was no difference in postoperative major complications (Clavien-Dindo grade 3+) between major and minor liver resections (23.9% versus 12.1%, P = 0.16). On univariate analysis, Albumin-Bilirubin (ALBI) score >1 (P < 0.05) was predictive of major complication. However, on multivariable regression analysis, no factor was associated with significantly increased odds of major complication. CONCLUSIONS This work demonstrates that with thoughtful patient selection, combined resection for synchronous colorectal liver metastases can be safely performed at a quaternary referral center.
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Affiliation(s)
- Kevin Choong
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Paul Wong
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Lucas Thornblade
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Kurt Melstrom
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Lily Lai
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Andreas Kaiser
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Gagandeep Singh
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Susanne G Warner
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Marwan Fakih
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Yuman Fong
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Laleh G Melstrom
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California.
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10
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Taniai T, Furukawa K, Igarashi Y, Shirai Y, Haruki K, Onda S, Iwase R, Matsumoto M, Fujioka S, Ikegami T. Dynamics of the prognostic nutritional index in preoperative chemotherapy in patients with colorectal liver metastases. Surg Oncol 2023; 49:101966. [PMID: 37419043 DOI: 10.1016/j.suronc.2023.101966] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/02/2023] [Accepted: 06/19/2023] [Indexed: 07/09/2023]
Abstract
BACKGROUND Identifying the prognostic indicators that reflect the efficacy of preoperative chemotherapy is necessary. In this study, we investigated the prognostic indicators targeting the systemic inflammatory response for the administration of preoperative chemotherapy in patients with colorectal liver metastases. METHODS Data for 192 patients were retrospectively analyzed. The relationship between overall survival and clinicopathological variables, including biomarkers such as the prognostic nutritional index, was investigated in patients who underwent upfront surgery or preoperative chemotherapy. RESULTS In the upfront surgery group, extrahepatic lesion (p=0.01) and low prognostic nutritional index (p < 0.01) were significant prognostic indicators, whereas a decrease in the prognostic nutritional index (p=0.01) during preoperative chemotherapy were independent poor prognostic factors in the preoperative chemotherapy group. In particular, a decrease in the prognostic nutritional index was a significant prognostic marker in patients aged <75 years (p=0.04). In patients with a low prognostic nutritional index aged <75 years, preoperative chemotherapy significantly prolonged overall survival (p=0.02). CONCLUSION A decrease in the prognostic nutritional index during preoperative chemotherapy predicted overall survival of patients with colorectal liver metastases after hepatic resection, and preoperative chemotherapy may be effective for patients aged <75 years with a low prognostic nutritional index.
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Affiliation(s)
- Tomohiko Taniai
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Kenei Furukawa
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan.
| | - Yosuke Igarashi
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Yoshihiro Shirai
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Koichiro Haruki
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Shinji Onda
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Ryota Iwase
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Michinori Matsumoto
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Shuichi Fujioka
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Toru Ikegami
- Department of Surgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shinbashi, Minato-ku, Tokyo, 105-8461, Japan
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11
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Wang D, Zhao P, Lu T, Ren J, Zhu L, Han X, Zhang G, Dong X, Ma H, Yu M, Cai H. ctDNA as a prognostic biomarker in resectable CLM: Systematic review and meta-analysis. Open Life Sci 2023; 18:20220615. [PMID: 37250841 PMCID: PMC10224622 DOI: 10.1515/biol-2022-0615] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 03/20/2023] [Accepted: 04/12/2023] [Indexed: 05/31/2023] Open
Abstract
Cell-free circulating tumor DNA (ctDNA) is synthesized by tumor cells, including metastatic tumors, and circulates in the bloodstream. Evidence suggests that ctDNA is a potential predictive and prognostic biomarker for colorectal cancer (CRC), but its predictive efficacy in detecting CRC liver metastasis (CLM) remains unclear. Additionally, its utility in the clinical setting needs further investigation. We conducted a meta-analysis to determine the utility of ctDNA as a biomarker for predicting the prognosis of CLM and investigate the relationship between CLM and ctDNA positivity. A literature search was performed in electronic databases to identify relevant studies published up to March 19, 2022. We retrieved data on overall survival (OS), disease-free survival (DFS), and recurrence-free survival (RFS) for both ctDNA-positive and ctDNA-negative colorectal liver metastasis (CLM) patients from the selected articles. Hazard ratios (HRs) were also calculated for these survival outcomes analysis was also performed. The stability of the combined meta-analysis was verified by sensitivity analysis and publication bias evaluation. Ten trials were included, and 615 patients were evaluated. In patients with CLM, pooled HRs revealed a substantial link between ctDNA positivity and RFS/DFS. Subgroup analysis revealed that ctDNA had a prospective detection value. Sensitivity analysis and publication bias evaluation indicated stable results. Although the results on pooled HR for OS suggested that ctDNA-positive patients had a shorter survival time, their pooled HRs had a relatively evident heterogeneity, and sensitivity analysis and publication bias evaluation indicated that pooled HRs were extremely unstable. In conclusion, our results demonstrate that ctDNA appears to be a prognostic biomarker for resectable CLM patients.
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Affiliation(s)
- Da Wang
- School of Medicine Jiangsu University, Zhenjiang, 212000, China
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Penglai Zhao
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- The First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Tingting Lu
- Institution of Clinical Research and Evidence Based Medicine, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Jingyao Ren
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Lihui Zhu
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Xiaoyong Han
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Guangming Zhang
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- The First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Xiaohua Dong
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- First Clinical College of Medicine, Lanzhou University, Lanzhou, 730000, China
| | - Haizhong Ma
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Miao Yu
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Hui Cai
- School of Medicine Jiangsu University, Zhenjiang, 212000, China
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
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12
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Surgical management of liver metastasis from colorectal cancer. MEMO - MAGAZINE OF EUROPEAN MEDICAL ONCOLOGY 2023. [DOI: 10.1007/s12254-022-00868-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
SummaryThis short review illustrates the benefits of a multidisciplinary team approach, especially when it comes to the treatment of patients with colorectal cancer liver metastasis. Therefore, the classification to resectable and primarily unresectable disease has to be determined prior to the first treatment decision. Particularly the use of conversion chemotherapy has the potential of altering initially unresectable liver metastasis to a potentially resectable disease. The three possible therapy choices for synchronously metastasized colorectal cancer will be reflected in this review, as well as local therapeutic alternatives or combinations.
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