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Ramouz A, Adeliansedehi A, Khajeh E, März K, Michael D, Wagner M, Müller-Stich BP, Mehrabi A, Majlesara A. Introducing and Validating the Multiphasic Evidential Decision-Making Matrix (MedMax) for Clinical Management in Patients with Intrahepatic Cholangiocarcinoma. Cancers (Basel) 2024; 17:52. [PMID: 39796681 PMCID: PMC11718823 DOI: 10.3390/cancers17010052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 11/22/2024] [Accepted: 12/17/2024] [Indexed: 01/13/2025] Open
Abstract
Background: Despite the significant advancements of liver surgery in the last few decades, the survival rate of patients with liver and pancreatic cancers has improved by only 10% in 30 years. Precision medicine offers a patient-centered approach, which, when combined with machine learning, could enhance decision making and treatment outcomes in surgical management of ihCC. This study aims to develop a decision support model to optimize treatment strategies for patients with ihCC, a prevalent primary liver cancer. Methods: The decision support model, named MedMax, was developed using three data sources: studies retrieved through a systematic literature review, expert opinions from HPB surgeons, and data from ihCC patients treated at Heidelberg University Hospital. Expert opinions were collected via surveys, with factors rated on a Likert scale, while patient data were used to validate the model's accuracy. Results: The model is structured into four decision-making phases, assessing diagnosis, treatment modality, surgical approach, and prognosis. Prospectively, 44 patients with ihCC were included for internal primary validation of the model. MedMax could predict the appropriate treatment considering the resectability of the lesions in 100% of patients. Also, MedMax could predict a decent surgical approach in 77% of the patients. The model proved effective in making decisions regarding surgery and patient management, demonstrating its potential as a clinical decision support tool. Conclusions: MedMax offers a transparent, personalized approach to decision making in HPB surgery, particularly for ihCC patients. Initial results show high accuracy in treatment selection, and the model's flexibility allows for future expansion to other liver tumors and HPB surgeries. Further validation with larger patient cohorts is required to enhance its clinical utility.
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Affiliation(s)
- Ali Ramouz
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg (LCCH), University of Heidelberg, 69120 Heidelberg, Germany
| | - Ali Adeliansedehi
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
| | - Elias Khajeh
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg (LCCH), University of Heidelberg, 69120 Heidelberg, Germany
| | - Keno März
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Division of Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Dominik Michael
- Division of Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Martin Wagner
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Center for the Tactile Internet with Human in the Loop (CeTI), Technical University Dresden, 01069 Dresden, Germany
| | - Beat Peter Müller-Stich
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Department of Surgery, Clarunis University Center for Gastrointestinal and Liver Disease, University Hospital and St. Clara Hospital Basel, 4052 Basel, Switzerland
| | - Arianeb Mehrabi
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg (LCCH), University of Heidelberg, 69120 Heidelberg, Germany
| | - Ali Majlesara
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg (LCCH), University of Heidelberg, 69120 Heidelberg, Germany
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Nakatake R, Funatsuki T, Koshikawa Y, Okuyama T, Ishizaki M, Takekita Y, Kato M, Kitade H. C reactive protein albumin ratio as a new predictor of postoperative delirium after cholecystectomy for acute cholecystitis. Sci Rep 2024; 14:21704. [PMID: 39289445 PMCID: PMC11408503 DOI: 10.1038/s41598-024-72856-4] [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: 06/21/2024] [Accepted: 09/11/2024] [Indexed: 09/19/2024] Open
Abstract
Postoperative delirium (POD) is one of the most common complications of surgery. This study aimed to identify the risk factors for POD in patients undergoing cholecystectomy for acute cholecystitis. This retrospective study included 77 patients who underwent cholecystectomy for acute cholecystitis between January 2015, and December 2020. Multiple logistic regression analysis was used to identify the factors associated with the development of delirium as the primary endpoint. Patients were divided into POD (n = 18) and non-POD (n = 59) groups and their demographic features and clinical results were compared. A significant model associated with delirium onset was predicted (Nagelkerke's R2 = 0.382), and the significantly correlated factors were C-reactive protein/albumin ratio (CAR), Subjective Global Assessment (SGA) score, and history of psychiatric disease. The predictive value of CAR for POD was evaluated using ROC analysis; the area under the curve of CAR was 0.731, with a cutoff value of 3.69. CAR, SGA score, and a history of psychiatric disease were identified as factors associated with the development of POD in patients with acute cholecystitis. In particular, the new preoperative evaluation of CAR may be beneficial as an assessment measure of the risk factor for the development of POD.
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Affiliation(s)
- Richi Nakatake
- Department of Hepato-Biliary-Pancreatic Surgery, Kansai Medical University Medical Center, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan.
- Department of Pancreatobiliary Surgery, Kansai Medical University, 2-5-1 Shin-Machiachi, Hirakata, Osaka, 573-1010, Japan.
| | - Toshiya Funatsuki
- Department of Neuropsychiatry, Kansai Medical University, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
| | - Yosuke Koshikawa
- Department of Neuropsychiatry, Kansai Medical University, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
| | - Tetsuya Okuyama
- Department of Pancreatobiliary Surgery, Kansai Medical University, 2-5-1 Shin-Machiachi, Hirakata, Osaka, 573-1010, Japan
| | - Morihiko Ishizaki
- Department of Hepato-Biliary-Pancreatic Surgery, Kansai Medical University Medical Center, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
| | - Yoshiteru Takekita
- Department of Neuropsychiatry, Kansai Medical University, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
| | - Masaki Kato
- Department of Neuropsychiatry, Kansai Medical University, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
| | - Hiroaki Kitade
- Department of Hepato-Biliary-Pancreatic Surgery, Kansai Medical University Medical Center, 10-15 Fumizono-Cho, Moriguchi, Osaka, 573-1010, Japan
- Department of Pancreatobiliary Surgery, Kansai Medical University, 2-5-1 Shin-Machiachi, Hirakata, Osaka, 573-1010, Japan
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Cheng DX, Xu KD, Liu HB, Liu Y. Prognostic value of a nomogram model for postoperative liver metastasis of colon cancer. World J Gastrointest Surg 2024; 16:1055-1065. [PMID: 38690047 PMCID: PMC11056678 DOI: 10.4240/wjgs.v16.i4.1055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/18/2024] [Accepted: 03/07/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Colon cancer is one of the most common malignant tumors of the digestive system. Liver metastasis after colon cancer surgery is the primary cause of death in patients with colon cancer. AIM To construct a novel nomogram model including various factors to predict liver metastasis after colon cancer surgery. METHODS We retrospectively analyzed 242 patients with colon cancer who were admitted and underwent radical resection for colon cancer in Zhejiang Provincial People's Hospital from December 2019 to December 2022. Patients were divided into liver metastasis and non-liver metastasis groups. Sex, age, and other general and clinicopathological data (preoperative blood routine and biochemical test indexes) were compared. The risk factors for liver metastasis were analyzed using single-factor and multifactorial logistic regression. A predictive model was then constructed and evaluated for efficacy. RESULTS Systemic inflammatory index (SII), C-reactive protein/albumin ratio (CAR), red blood cell distribution width (RDW), alanine aminotransferase, preoperative carcinoembryonic antigen level, and lymphatic metastasis were different between groups (P < 0.05). SII, CAR, and RDW were risk factors for liver metastasis after colon cancer surgery (P < 0.05). The area under the curve was 0.93 for the column-line diagram prediction model constructed based on these risk factors to distinguish whether liver metastasis occurred postoperatively. The actual curve of the column-line diagram predicting the risk of postoperative liver metastasis was close to the ideal curve, with good agreement. The prediction model curves in the decision curve analysis showed higher net benefits for a larger threshold range than those in extreme cases, indicating that the model is safer. CONCLUSION Liver metastases after colorectal cancer surgery could be well predicted by a nomogram based on the SII, CAR, and RDW.
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Affiliation(s)
- De-Xin Cheng
- Cancer Center, Department of Interventional Medicine, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou 310014, Zhejiang Province, China
| | - Kang-Di Xu
- General Surgery, Cancer Center, Department of Vascular Surgery, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou 310014, Zhejiang Province, China
| | - Han-Bo Liu
- Cancer Center, Department of Interventional Medicine, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou 310014, Zhejiang Province, China
| | - Yi Liu
- General Surgery, Cancer Center, Department of Vascular Surgery, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou 310014, Zhejiang Province, China
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Gwenzi T, Zhu A, Schrotz-King P, Schöttker B, Hoffmeister M, Edelmann D, Brenner H. Prognostic Value of Post-Operative C-Reactive Protein-Based Inflammatory Biomarkers in Colorectal Cancer Patients: Systematic Review and Meta-Analysis. Clin Epidemiol 2023; 15:795-809. [PMID: 37396024 PMCID: PMC10314753 DOI: 10.2147/clep.s415171] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 06/09/2023] [Indexed: 07/04/2023] Open
Abstract
Post-operative inflammation in cancer patients can be modulated by drugs and diets, but evidence on its prognostic role, which would be crucial for personalized treatment and surveillance schemes, remains rather limited. We aimed to systematically review and meta-analyse studies on the prognostic value of post-operative C-reactive protein (CRP)-based inflammatory biomarkers among patients with colorectal cancer (CRC) (PROSPERO#: CRD42022293832). PubMed, Web of Science and Cochrane databases were searched until February 2023. Studies reporting associations between post-operative CRP, Glasgow Prognostic Score (GPS) or modified Glasgow Prognostic Score (mGPS) with overall survival (OS), CRC-specific survival (CSS) and recurrence-free survival (RFS) were included. Hazard ratios (HRs) with 95% confidence intervals (CIs) for the predictor-outcome associations were pooled using R-software, version 4.2. Sixteen studies (n = 6079) were included in the meta-analyses. Elevated post-operative CRP was a predictor of poor OS, CSS and RFS compared with low CRP levels [HR (95% CI): 1.72 (1.32-2.25); 1.63 (1.30-2.05); 2.23 (1.44-3.47), respectively]. A unit increase in post-operative GPS predicted poor OS [HR (95% Cl): 1.31 (1.14-1.51)]. Moreover, a unit increase in post-operative mGPS was associated with poor OS and CSS [HR (95% Cl): 1.93 (1.37-2.72); 3.16 (1.48-6.76), respectively]. Post-operative CRP-based inflammatory biomarkers have a significant prognostic role for patients with CRC. Prognostic value of these easy-to-obtain routine measurements thereby seems to outperform most of the much more complex blood- or tissue-based predictors in the current focus of multi-omics-based research. Future studies should validate our findings, establish optimal time for biomarker assessment and determine clinically useful cut-off values of these biomarkers for post-operative risk-stratification and treatment-response monitoring.
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Affiliation(s)
- Tafirenyika Gwenzi
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, 69120, Germany
| | - Anna Zhu
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, 69120, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Petra Schrotz-King
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Dominic Edelmann
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Hermann Brenner
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
- Network Aging Research, Heidelberg University, Heidelberg, 69115, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
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Kawano N, Shimonodan H, Nagahiro Y, Yoshida S, Kuriyama T, Takigawa K, Tochigi T, Nakaike T, Makino S, Yamashita K, Marutsuka K, Ochiai H, Mori Y, Shimoda K, Ohshima K, Mashiba K, Kikuchi I. The clinical impact of the ratio of C-reactive protein to albumin (CAR) in patients with acute- and lymphoma-type adult T-cell leukemia-lymphoma (ATL). J Clin Exp Hematop 2023; 63:73-82. [PMID: 37380472 PMCID: PMC10410616 DOI: 10.3960/jslrt.22039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 03/30/2023] [Accepted: 04/06/2023] [Indexed: 06/30/2023] Open
Abstract
Recently, the ratio of C-reactive protein to albumin (CAR) is used as an inflammatory marker that has been demonstrated to be a simple and reliable prognostic factor in solid tumors and hematological malignancy. However, no studies of the CAR have been performed in patients with adult T-cell leukemia-lymphoma (ATL). We retrospectively analyzed the clinical features and outcomes in 68 newly diagnosed acute- and lymphoma-type ATL [(acute-(n=42) or lymphoma-type (n=26)] patients in Miyazaki Prefecture from 2013 to 2017. Furthermore, we investigated correlations between pretreatment CAR levels and clinical features. The median age was 67 years (range, 44 - 87). Patients were initially treated by either palliative therapy (n=14) or chemotherapy [n=54; CHOP therapy (n=37)/ VCAP-AMP-VECP therapy (n=17)], and showed median survival durations of 0.5 months and 7.4 months, respectively. The factors affecting OS by multivariate analysis were age, BUN, and CAR. Importantly, we revealed that the high CAR group (optimal cut-off point; 0.553) was a significant indicator of worse OS by multivariate analysis (p< 0.001, HR; 5.46). The median survival of patients with a CAR< 0.553 was 8.37 months, while patients with a CAR>0.553 had a median survival of 3.94 months. The different clinical features between high CAR and low CAR groups were hypoproteinemia and the implementation of chemotherapy. Furthermore, in the chemotherapy group, but not the palliative therapy group, CAR was a significant prognostic marker. Our study indicated that CAR may be a new simple and significant independent prognostic marker in acute- and lymphoma-type ATL patients.
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Laparoscopic versus open hepatectomy for intrahepatic cholangiocarcinoma in patients aged 60 and older: a retrospective cohort study. World J Surg Oncol 2022; 20:396. [PMID: 36510298 PMCID: PMC9746004 DOI: 10.1186/s12957-022-02870-1] [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: 06/28/2022] [Accepted: 12/04/2022] [Indexed: 12/15/2022] Open
Abstract
Objective laparoscopic surgical excision is the recommended treatment for liver cancers, yet its benefits in patients aged 60 and older remain poorly understood. Thus, this study evaluated the feasibility, safety, and clinical outcomes of laparoscopic hepatectomy for patients aged 60 and older with intrahepatic cholangiocarcinoma (ICC).MethodsAfter screening, 107 patients who underwent hepatectomy for ICC were enrolled and grouped into either laparoscopic (LH) or open hepatectomy (OH) groups. Baseline characteristics, pathological findings, and long-term outcomes were compared between the two groups. Independent prognostic factors for overall survival (OS) and disease-free survival (DFS) were identified using univariate and multivariate analyses.ResultsAmong baseline characteristics and pathological findings, only pre-operative albumin was higher in the LH group. The LH group had more favorable short-term outcomes such as incision length, level of postoperative total bilirubin, and length of postoperative stays than the OH group. The postoperative complication, lymph node dissection and R0 resection rate, and long-term outcomes including OS and DFS were not significantly different between the two groups. Cancer Antigen-19-9(CA-19-9) and pathological differentiation were independent prognostic factors for OS, whereas CA-19-9 and neutrophil count were independent prognostic factors for DFS.ConclusionLH is safe, reliable, and feasible for treatment of ICC patients aged 60 and older as it had better short-term clinical outcomes than OH and achieved long-term prognoses that were comparable to those of OH.
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Kaibori M, Yoshii K, Kosaka H, Ota M, Komeda K, Ueno M, Hokutou D, Iida H, Matsui K, Sekimoto M. Preoperative Serum Markers and Risk Classification in Intrahepatic Cholangiocarcinoma: A Multicenter Retrospective Study. Cancers (Basel) 2022; 14:5459. [PMID: 36358877 PMCID: PMC9658667 DOI: 10.3390/cancers14215459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/29/2022] [Accepted: 11/02/2022] [Indexed: 11/10/2022] Open
Abstract
Accurate risk stratification selects patients who are expected to benefit most from surgery. This retrospective study enrolled 225 Japanese patients with intrahepatic cholangiocellular carcinoma (ICC) who underwent hepatectomy between January 2009 and December 2020 and identified preoperative blood test biomarkers to formulate a classification system that predicted prognosis. The optimal cut-off values of blood test parameters were determined by ROC curve analysis, with Cox univariate and multivariate analyses identifying prognostic factors. Risk classifications were established using classification and regression tree (CART) analysis. CART analysis revealed decision trees for recurrence-free survival (RFS) and overall survival (OS) and created three risk classifications based on machine learning of preoperative serum markers. Five-year rates differed significantly (p < 0.001) between groups: 60.4% (low-risk), 22.8% (moderate-risk), and 4.1% (high-risk) for RFS and 69.2% (low-risk), 32.3% (moderate-risk), and 9.2% (high-risk) for OS. No difference in OS was observed between patients in the low-risk group with or without postoperative adjuvant chemotherapy, although OS improved in the moderate group and was prolonged significantly in the high-risk group receiving chemotherapy. Stratification of patients with ICC who underwent hepatectomy into three risk groups for RFS and OS identified preoperative prognostic factors that predicted prognosis and were easy to understand and apply clinically.
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Affiliation(s)
- Masaki Kaibori
- Department of Surgery, Kansai Medical University, Osaka 573-1191, Japan
| | - Kengo Yoshii
- Department of Mathematics and Statistics in Medical Sciences, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Hisashi Kosaka
- Department of Surgery, Kansai Medical University, Osaka 573-1191, Japan
| | - Masato Ota
- Department of General and Gastroenterological Surgery, Osaka Medical College, Takatsuki 569-8686, Japan
| | - Koji Komeda
- Department of General and Gastroenterological Surgery, Osaka Medical College, Takatsuki 569-8686, Japan
| | - Masaki Ueno
- Second Department of Surgery, Wakayama Medical University, Wakayama 641-8509, Japan
| | - Daisuke Hokutou
- Department of Surgery, Nara Medical University, Kashihara 634-8521, Japan
| | - Hiroya Iida
- Department of Surgery, Shiga University of Medical Science, Otsu 520-2192, Japan
| | - Kosuke Matsui
- Department of Surgery, Kansai Medical University, Osaka 573-1191, Japan
| | - Mitsugu Sekimoto
- Department of Surgery, Kansai Medical University, Osaka 573-1191, Japan
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Dai M, Zhao X, Yu A, Zhao L, Kang Q, Yan S, Zhang X, Liu J. Prognostic and Clinicopathological Significance of C-Reactive Protein to Albumin Ratio in Patients with Bile Duct Cancer: A Meta-Analysis. Nutr Cancer 2022; 76:914-926. [PMID: 35920450 DOI: 10.1080/01635581.2022.2104876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 05/15/2022] [Accepted: 07/18/2022] [Indexed: 12/24/2022]
Abstract
Recent studies have explored the prognostic role of the C-reactive protein to albumin ratio (CAR) in patients with bile duct cancer (BTC), but the results have been inconsistent. This study aimed to provide insight into the prognostic significance of the CAR in BTC prior to treatment using a meta-analysis. Summarized hazard ratios (HRs) or odds ratios (ORs) and 95% confidence intervals (CIs) were calculated for prognosis and clinicopathological features using fixed or random effects models. Fourteen studies with a total of 1,543 subjects were included in this meta-analysis. Elevated CAR was significantly associated with poor overall survival (HR = 2.17, 95% CI = 1.81-2.60, P < 0.001) and decreased disease-free survival or recurrence-free survival (HR = 2.53, 95% CI = 1.98-3.25, P < 0.001) in BTC. In addition, high CAR was significantly associated with the presence of lymph node metastasis (OR = 1.54, 95% CI = 1.12- 2.13, P = 0.008), bile duct invasion (OR = 2.64, 95% CI = 1.54-4.54, P < 0.001), and tumor stages III-IV (OR = 3.11, 95% CI = 1.05-9.20, P = 0.040). However, there was no significant association between CAR and sex, microvascular invasion, or resection. An elevated CAR was significantly related to worse long-term and short-term survival and advanced clinicopathological features of BTC. CAR could serve as a valuable, noninvasive prognostic marker in patients with BTC.
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Affiliation(s)
- Menglu Dai
- Clinical Laboratory, Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China
| | - Xiaohui Zhao
- Clinical Laboratory, Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China
| | - Aijun Yu
- The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Luwen Zhao
- The First Department of Gynecology, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Qingmin Kang
- The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Shujun Yan
- The Department of General Surgery, The Sixth Hospital of Chengde, Chengde, Hebei, China
| | - Xuejun Zhang
- The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Jinlong Liu
- The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
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The Impact of a Preoperative Staging System on Accurate Prediction of Prognosis in Intrahepatic Cholangiocarcinoma. Cancers (Basel) 2022; 14:cancers14051107. [PMID: 35267414 PMCID: PMC8909481 DOI: 10.3390/cancers14051107] [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] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 02/18/2022] [Accepted: 02/21/2022] [Indexed: 02/05/2023] Open
Abstract
Background: Non-invasive biomarkers detected preoperatively are still inadequate for treatment decision making for patients with intrahepatic cholangiocarcinoma (ICC). In this study, we analyzed preoperative findings to establish a novel preoperative staging system (PRE-Stage) for patients with ICC. Methods: The clinical data of 227 consecutive patients with histologically confirmed ICC following hepatectomy at five university hospitals were analyzed. Results: Cox proportional hazards regression analysis of survival revealed that a CRP−albumin−lymphocyte index < 3, central tumor location, and CA19-9 level > 40 U/mL were prognostic factors among the preoperatively obtained clinical findings (hazard ratios (HRs) of all three factors for disease-specific survival (DSS) and disease-free survival (DFS: 2.4−3.3 and 1.7−2.9; all p < 0.05). The PRE-Stage was developed using these three prognostic factors, and it was able to significantly predict DSS and DFS when the patients were stratified into four stages (p < 0.05). In addition, the PRE-Stage resulted in similar HRs as those of the Liver Cancer Study Group of Japan (LCSGJ) stage (HRs for DSS: PRE-Stage, 1.985; LCSGJ stage, 1.923; HRs for DFS: LCSGJ stage, 1.909, and PRE-Stage, 1.623, all p < 0.05). Conclusion: The PRE-Stage demonstrated similar accuracy in predicting the prognosis of ICC as that of the LCSGJ stage, which is based on postoperative findings. The PRE-Stage may contribute to appropriate treatment decision making.
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Amygdalos I, Bednarsch J, Meister FA, Erren D, Mantas A, Strnad P, Lang SA, Ulmer TF, Boecker J, Liu W, Jiang D, Bruners P, Neumann UP, Czigany Z. Clinical value and limitations of the preoperative C-reactive-protein-to-albumin ratio in predicting post-operative morbidity and mortality after deceased-donor liver transplantation: a retrospective single-centre study. Transpl Int 2021; 34:1468-1480. [PMID: 34157178 DOI: 10.1111/tri.13957] [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] [Received: 03/19/2021] [Revised: 06/03/2021] [Accepted: 06/16/2021] [Indexed: 12/17/2022]
Abstract
Liver transplantation is still associated with a high risk of severe complications and post-operative mortality. This study examines the predictive value of the preoperative C-reactive-protein-to-albumin ratio (CAR) regarding perioperative morbidity and mortality in deceased-donor liver transplantation (DDLT) recipients. In total, 390 DDLT recipients between 05/2010 and 03/2020 were eligible. Predictive abilities of CAR were examined through receiver operating characteristic curve (ROC) analyses. Groups were compared using parametric and non-parametric tests as appropriate. Independent risk factors for morbidity and mortality were identified using uni- and multivariable logistic regression analyses. A good predictive ability for CAR was shown regarding perioperative morbidity (comprehensive complication index ≥75, Clavien-Dindo score ≥4a) and 12-month mortality, with an ideal cut-off of CAR = 26%. Patients with CAR>26% had significantly higher median CCI scores (60 vs. 43, P < 0.001), longer intensive care unit (ICU, 5 vs. 4 days, P < 0.001) and hospital (28 vs. 21 days, P < 0.001) stays and higher 12-month mortality rates (20% vs 6%, P < 0.001). Multivariable analyses identified CAR>26%, pre-OLT inpatient hospitalization (including ICU) and post-operative red blood cell transfusions as independent predictors of severe cumulative morbidity (CCI≥75). Preoperative CAR might be a reliable additional tool to predict perioperative morbidity and mortality in DDLT recipients.
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Affiliation(s)
- Iakovos Amygdalos
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | | | - David Erren
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Anna Mantas
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Pavel Strnad
- Department of Internal Medicine III, Faculty of Medicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Sven Arke Lang
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Tom Florian Ulmer
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Joerg Boecker
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Wenjia Liu
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Decan Jiang
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Philipp Bruners
- Institute of Radiology, Faculty of Medicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Ulf Peter Neumann
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany.,Department of Surgery, Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands
| | - Zoltan Czigany
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
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