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Qiu ZC, Cai HZ, Wu YW, Dai JL, Qi WL, Chen CW, Xu YQ, Li C, Wen TF. Nomogram for predicting early cancer-related death due to recurrence after liver resection in hepatocellular carcinoma patients with Barcelona Clinic Liver Cancer (BCLC) stage B/C: a multicenter study. BMC Gastroenterol 2025; 25:14. [PMID: 39800706 PMCID: PMC11727159 DOI: 10.1186/s12876-025-03588-6] [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] [Received: 09/05/2024] [Accepted: 01/02/2025] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Early identification of the risk of early cancer-related death (within one year, ECRD) due to recurrence after liver resection for hepatocellular carcinoma (HCC) patients with Barcelona Clinic Liver Cancer (BCLC) stage B/C is important for surgeons to make clinical decisions. Our study aimed to establish a nomogram to predict the ECRD due to recurrence for HCC patients with BCLC stage B/C. METHODS A total of 672 HCC patients with BCLC stages B/C from four medical centers between January 2012 and December 2018 were included in our study. The patients were randomly divided into a training cohort (n = 404) and a validation cohort (n = 268) at a ratio of 6:4. The least absolute shrinkage and selection operator (LASSO) logistic regression model was used to establish a nomogram model. RESULTS In our LASSO-logistic regression model, three variables were independently associated with the ECRD due to recurrence: the alpha-fetoprotein-tumor burden score (ATS score, Odd Ratio [OR]: 1.12, p = 0.001), BCLC stage (OR: 4.39, p < 0.001) and the aspartate transaminase (AST) to alanine transaminase (ALT) ratio (AAR, OR: 1.49, p = 0.027) and we established the nomogram model based on these three variables. The nomogram model showed superior predictive ability in the training cohort (Area under the curve [AUC]: 0.754, 95%CI: 0.703-0.804) and the validation cohort (AUC: 0.741, 95%CI: 0.660-0.823). Compared with the ATS score, BCLC stage and AAR, the nomogram both had better predictive ability in both the training cohort (ATS score, AUC: 0.699, 95%CI: 0.646-0.752, p = 0.010; BCLC stage, AUC: AUC: 0.684, 95%CI: 0.637-0.732, p < 0.001; AAR, AUC: 0.593, 95%CI: 0.522-0.663, p < 0.001) and the validation cohort (ATS score, AUC: 0.659, 95%CI: 0.577-0.740, p = 0.002; BCLC stage, AUC: 0.688, 95%CI: 0.622-0.753, p = 0.009; AAR, AUC: 0.540, 95%CI: 0.436-0.645, p < 0.001). CONCLUSIONS We established a nomogram that had excellent predictive power for predicting the ECRD due to recurrence in HCC patients with BCLC stage B/C, which might help surgeons to avoid futile liver resection.
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Affiliation(s)
- Zhan-Cheng Qiu
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Hao-Zheng Cai
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - You-Wei Wu
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Jun-Long Dai
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Wei-Li Qi
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Chu-Wen Chen
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Yue-Qing Xu
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Chuan Li
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Tian-Fu Wen
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.
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Wang F, Qin Y, Wang ZM, Yan CY, He Y, Liu D, Wen L, Zhang D. A Dynamic Online Nomogram Based on Gd-EOB-DTPA-Enhanced MRI and Inflammatory Biomarkers for Preoperative Prediction of Pathological Grade and Stratification in Solitary Hepatocellular Carcinoma: A Multicenter Study. Acad Radiol 2024; 31:4021-4033. [PMID: 38494348 DOI: 10.1016/j.acra.2024.02.035] [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: 11/19/2023] [Revised: 12/24/2023] [Accepted: 02/22/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is an inflammatory cancer. We aimed to explore whether preoperative inflammation biomarkers compared to the gadoxetic acid disodium (Gd-EOB-DTPA) enhanced MRI can add complementary value for predicting HCC pathological grade, and to develop a dynamic nomogram to predict solitary HCC pathological grade. METHODS 331 patients from the Institution A were divided chronologically into the training cohort (n = 231) and internal validation cohort (n = 100), and recurrence-free survival (RFS) was determined to follow up after surgery. 79 patients from the Institution B served as the external validation cohort. Overall, 410 patients were analyzed as the complete dataset cohort. Least absolute shrinkage and selection operator (LASSO) and multivariate Logistic regression were used to gradually filter features for model construction. The area under the receiver operating characteristic curve (AUC) and decision curve analysis were used to evaluate model's performance. RESULTS Five models of the inflammation, imaging, inflammation+AFP, inflammation+imaging and nomogram were developed. Adding inflammation to imaging model can improve the AUC in training cohort (from 0.802 to 0.869), internal validation cohort (0.827 to 0.870), external validation cohort (0.740 to 0.802) and complete dataset cohort (0.739 to 0.788), and obtain more net benefit. The nomogram had excellent performance for predicting high-grade HCC in four cohorts (AUCs: 0.882 vs. 0.869 vs. 0.829 vs. 0.806) with a good calibration, and accessed at https://predict-solitaryhccgrade.shinyapps.io/DynNomapp/. Additionally, the nomogram obtained an AUC of 0.863 (95% CI 0.797-0.913) for predicting high-grade HCC in the HCC≤ 3 cm. Kaplan-Meier survival curves demonstrated that the nomogram owned excellent stratification for HCC grade (P < 0.0001). CONCLUSION This easy-to-use dynamic online nomogram hold promise for use as a noninvasive tool in prediction HCC grade with high accuracy and robustness.
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Affiliation(s)
- Fei Wang
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China
| | - Yuan Qin
- Department of Radiology, Chongqing University Three Gorges Hospital, No.165, Xincheng Road, Wanzhou District, Chongqing 404031, China
| | - Zheng Ming Wang
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China
| | - Chun Yue Yan
- Department of gynaecology and obstetrics, Luzhou People's Hospital, No.316, Jiugu Avenue, Jiangyang District, Luzhou 646000, China
| | - Ying He
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China
| | - Dan Liu
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China
| | - Li Wen
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China
| | - Dong Zhang
- Department of Radiology, XinQiao Hospital of Army Medical University, No.83, Xinqiao Central Street, Shapingba District, Chongqing 400037, China.
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Li L, Liu C, Li H, Yang J, Pu M, Zhang S, Ma Y. Development and validation of a nomogram to predict cancer-specific survival of patients with large hepatocellular carcinoma accepting surgical resection: a real-world analysis based on the SEER database. J Gastrointest Oncol 2024; 15:1657-1673. [PMID: 39279946 PMCID: PMC11399871 DOI: 10.21037/jgo-24-285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 07/26/2024] [Indexed: 09/18/2024] Open
Abstract
Background Only a small percentage of patients with large hepatocellular carcinoma (HCC) can undergo surgical resection (SR) therapy while the prognosis of patients with large HCC is poor. However, innovations in surgical techniques have expanded the scope of surgical interventions accessible to patients with large HCC. Currently, most of the existing nomograms are focused on patients with large HCC, and research on patients who undergo surgery is limited. This study aimed to establish a nomogram to predict cancer-specific survival (CSS) in patients with large HCC who will undergo SR. Methods The study retrieved data from the Surveillance, Epidemiology, and End Results (SEER) database encompassing patients with HCC between 2010 and 2015. Patients with large HCC accepting SR were eligible participants. Patients were randomly divided into the training (70%) and internal validation (30%) groups. Patients from Air Force Medical Center between 2012 and 2019 who met the inclusion and exclusion criteria were used as external datasets. Demographic information such as sex, age, race, etc. and clinical characteristics such as chemotherapy, histological grade, fibrosis score, etc. were analyzed. CSS was the primary endpoint. All-subset regression and Cox regression were used to determine the relevant variables required for constructing the nomogram. Decision curve analysis (DCA) was used to evaluate the clinical utility of the nomogram. The area under the receiver operating characteristic curve (AUC) and calibration curve were used to validate the nomogram. The Kaplan-Meier curve was used to assess the CSS of patients with HCC in different risk groups. Results In total, 1,209 eligible patients from SEER database and 21 eligible patients from Air Force Medical Center were included. Most patients were male and accepted surgery to lymph node. The independent prognostic factors included sex, histological grade, T stage, chemotherapy, α-fetoprotein (AFP) level, and vascular invasion. The CSS rate for training cohort at 12, 24, and 36 months were 0.726, 0.731, and 0.725 respectively. The CSS rate for internal validation cohort at 12, 24, and 36 months were 0.785, 0.752, and 0.734 respectively. The CSS rate for external validation cohort at 12, 24, and 36 months were 0.937, 0.929, and 0.913 respectively. The calibration curve demonstrated good consistency between the newly established nomogram and real-world observations. The Kaplan-Meier curve showed significantly unfavorable CSS in the high-risk group (P<0.001). DCA demonstrated favorable clinical applicability of the nomogram. Conclusions The nomogram constructed based on sex, histological grade, T stage, chemotherapy and AFP levels can predict the CSS in patients with large HCC accepting SR, which may aid in clinical decision-making and treatment.
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Affiliation(s)
- Luyang Li
- Postgraduate Training Base of Air Force Medical Center, China Medical University, Beijing, China
| | - Chengli Liu
- Postgraduate Training Base of Air Force Medical Center, China Medical University, Beijing, China
- Department of Hepatobiliary Surgery, Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Haoming Li
- Postgraduate Training Base of Air Force Medical Center, China Medical University, Beijing, China
| | - Jun Yang
- Postgraduate Training Base of Air Force Medical Center, China Medical University, Beijing, China
| | - Meng Pu
- Department of Hepatobiliary Surgery, Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Shuhan Zhang
- Department of Hepatobiliary Surgery, Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Yingbo Ma
- Department of Hepatobiliary Surgery, Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
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Jiang D, Qian Y, Gu YJ, Wang R, Yu H, Dong H, Chen DY, Chen Y, Jiang HZ, Tan BB, Peng M, Li YR. Predicting hepatocellular carcinoma: A new non-invasive model based on shear wave elastography. World J Gastroenterol 2024; 30:3166-3178. [PMID: 39006386 PMCID: PMC11238667 DOI: 10.3748/wjg.v30.i25.3166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND Integrating conventional ultrasound features with 2D shear wave elastography (2D-SWE) can potentially enhance preoperative hepatocellular carcinoma (HCC) predictions. AIM To develop a 2D-SWE-based predictive model for preoperative identification of HCC. METHODS A retrospective analysis of 884 patients who underwent liver resection and pathology evaluation from February 2021 to August 2023 was conducted at the Oriental Hepatobiliary Surgery Hospital. The patients were divided into the modeling group (n = 720) and the control group (n = 164). The study included conventional ultrasound, 2D-SWE, and preoperative laboratory tests. Multiple logistic regression was used to identify independent predictive factors for malignant liver lesions, which were then depicted as nomograms. RESULTS In the modeling group analysis, maximal elasticity (Emax) of tumors and their peripheries, platelet count, cirrhosis, and blood flow were independent risk indicators for malignancies. These factors yielded an area under the curve of 0.77 (95% confidence interval: 0.73-0.81) with 84% sensitivity and 61% specificity. The model demonstrated good calibration in both the construction and validation cohorts, as shown by the calibration graph and Hosmer-Lemeshow test (P = 0.683 and P = 0.658, respectively). Additionally, the mean elasticity (Emean) of the tumor periphery was identified as a risk factor for microvascular invasion (MVI) in malignant liver tumors (P = 0.003). Patients receiving antiviral treatment differed significantly in platelet count (P = 0.002), Emax of tumors (P = 0.033), Emean of tumors (P = 0.042), Emax at tumor periphery (P < 0.001), and Emean at tumor periphery (P = 0.003). CONCLUSION 2D-SWE's hardness value serves as a valuable marker for enhancing the preoperative diagnosis of malignant liver lesions, correlating significantly with MVI and antiviral treatment efficacy.
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Affiliation(s)
- Dong Jiang
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Yi Qian
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Yi-Jun Gu
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Ru Wang
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Hua Yu
- Department of Pathology, Shanghai Eastern Hepatobiliary Surgery Hospital, Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Hui Dong
- Department of Pathology, Shanghai Eastern Hepatobiliary Surgery Hospital, Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Dong-Yu Chen
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Yan Chen
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Hao-Zheng Jiang
- Department of College of Art and Science, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Bi-Bo Tan
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Min Peng
- Ultrasound Diagnosis, PLA Naval Medical Center, Shanghai 200437, China
| | - Yi-Ran Li
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai 200433, China
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Panettieri E, Campisi A, De Rose AM, Mele C, Giuliante F, Vauthey JN, Ardito F. Emerging Prognostic Markers in Patients Undergoing Liver Resection for Hepatocellular Carcinoma: A Narrative Review. Cancers (Basel) 2024; 16:2183. [PMID: 38927889 PMCID: PMC11201456 DOI: 10.3390/cancers16122183] [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: 03/12/2024] [Revised: 05/27/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024] Open
Abstract
In patients with hepatocellular carcinoma (HCC), liver resection is potentially curative. Nevertheless, post-operative recurrence is common, occurring in up to 70% of patients. Factors traditionally recognized to predict recurrence and survival after liver resection for HCC include pathologic factors (i.e., microvascular and capsular invasion) and an increase in alpha-fetoprotein level. During the past decade, many new markers have been reported to correlate with prognosis after resection of HCC: liquid biopsy markers, gene signatures, inflammation markers, and other biomarkers, including PIVKA-II, immune checkpoint molecules, and proteins in urinary exosomes. However, not all of these new markers are readily available in clinical practice, and their reproducibility is unclear. Liquid biopsy is a powerful and established tool for predicting long-term outcomes after resection of HCC; the main limitation of liquid biopsy is represented by the cost related to its technical implementation. Numerous patterns of genetic expression capable of predicting survival after curative-intent hepatectomy for HCC have been identified, but published findings regarding these markers are heterogenous. Inflammation markers in the form of prognostic nutritional index and different blood cell ratios seem more easily reproducible and more affordable on a large scale than other emerging markers. To select the most effective treatment for patients with HCC, it is crucial that the scientific community validate new predictive markers for recurrence and survival after resection that are reliable and widely reproducible. More reports from Western countries are necessary to corroborate the evidence.
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Affiliation(s)
- Elena Panettieri
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Andrea Campisi
- Hepatobiliary Surgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.C.); (A.M.D.R.); (C.M.); (F.G.); (F.A.)
| | - Agostino M. De Rose
- Hepatobiliary Surgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.C.); (A.M.D.R.); (C.M.); (F.G.); (F.A.)
| | - Caterina Mele
- Hepatobiliary Surgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.C.); (A.M.D.R.); (C.M.); (F.G.); (F.A.)
| | - Felice Giuliante
- Hepatobiliary Surgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.C.); (A.M.D.R.); (C.M.); (F.G.); (F.A.)
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Francesco Ardito
- Hepatobiliary Surgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.C.); (A.M.D.R.); (C.M.); (F.G.); (F.A.)
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Xie Q, Zhao Z, Yang Y, Wang X, Wu W, Jiang H, Hao W, Peng R, Luo C. A clinical-radiomic-pathomic model for prognosis prediction in patients with hepatocellular carcinoma after radical resection. Cancer Med 2024; 13:e7374. [PMID: 38864473 PMCID: PMC11167608 DOI: 10.1002/cam4.7374] [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: 08/22/2023] [Revised: 04/21/2024] [Accepted: 05/28/2024] [Indexed: 06/13/2024] Open
Abstract
PURPOSE Radical surgery, the first-line treatment for patients with hepatocellular cancer (HCC), faces the dilemma of high early recurrence rates and the inability to predict effectively. We aim to develop and validate a multimodal model combining clinical, radiomics, and pathomics features to predict the risk of early recurrence. MATERIALS AND METHODS We recruited HCC patients who underwent radical surgery and collected their preoperative clinical information, enhanced computed tomography (CT) images, and whole slide images (WSI) of hematoxylin and eosin (H & E) stained biopsy sections. After feature screening analysis, independent clinical, radiomics, and pathomics features closely associated with early recurrence were identified. Next, we built 16 models using four combination data composed of three type features, four machine learning algorithms, and 5-fold cross-validation to assess the performance and predictive power of the comparative models. RESULTS Between January 2016 and December 2020, we recruited 107 HCC patients, of whom 45.8% (49/107) experienced early recurrence. After analysis, we identified two clinical features, two radiomics features, and three pathomics features associated with early recurrence. Multimodal machine learning models showed better predictive performance than bimodal models. Moreover, the SVM algorithm showed the best prediction results among the multimodal models. The average area under the curve (AUC), accuracy (ACC), sensitivity, and specificity were 0.863, 0.784, 0.731, and 0.826, respectively. Finally, we constructed a comprehensive nomogram using clinical features, a radiomics score and a pathomics score to provide a reference for predicting the risk of early recurrence. CONCLUSIONS The multimodal models can be used as a primary tool for oncologists to predict the risk of early recurrence after radical HCC surgery, which will help optimize and personalize treatment strategies.
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Affiliation(s)
- Qu Xie
- Department of Hepato‐Pancreato‐Biliary & Gastric Medical OncologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
- Wenzhou Medical UniversityWenzhouZhejiangChina
| | - Zeyin Zhao
- Molecular Science and Biomedicine Laboratory (MBL), State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, College of Biology, Aptamer Engineering Center of Hunan Province, Hunan UniversityChangshaHunanChina
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Yanzhen Yang
- Department of Hepato‐Pancreato‐Biliary & Gastric Medical OncologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
- Wenzhou Medical UniversityWenzhouZhejiangChina
| | - Xiaohong Wang
- Department of Intestinal OncologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Wei Wu
- Department of PathologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Haitao Jiang
- Department of RadiologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Weiyuan Hao
- Department of InterventionZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Ruizi Peng
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
| | - Cong Luo
- Department of Hepato‐Pancreato‐Biliary & Gastric Medical OncologyZhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of SciencesHangzhouZhejiangChina
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Wang F, Yan CY, Qin Y, Wang ZM, Liu D, He Y, Yang M, Wen L, Zhang D. Multiple Machine-Learning Fusion Model Based on Gd-EOB-DTPA-Enhanced MRI and Aminotransferase-to-Platelet Ratio and Gamma-Glutamyl Transferase-to-Platelet Ratio to Predict Microvascular Invasion in Solitary Hepatocellular Carcinoma: A Multicenter Study. J Hepatocell Carcinoma 2024; 11:427-442. [PMID: 38440051 PMCID: PMC10911084 DOI: 10.2147/jhc.s449737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 02/20/2024] [Indexed: 03/06/2024] Open
Abstract
Background Currently, it is still confused whether preoperative aminotransferase-to-platelet ratio (APRI) and gamma-glutamyl transferase-to-platelet ratio (GPR) can predict microvascular invasion (MVI) in solitary hepatocellular carcinoma (HCC). We aimed to develop and validate a machine-learning integration model for predicting MVI using APRI, GPR and gadoxetic acid disodium (Gd-EOB-DTPA) enhanced MRI. Methods A total of 314 patients from XinQiao Hospital of Army Medical University were divided chronologically into training set (n = 220) and internal validation set (n = 94), and recurrence-free survival was determined to follow up after surgery. Seventy-three patients from Chongqing University Three Gorges Hospital and Luzhou People's Hospital served as external validation set. Overall, 387 patients with solitary HCC were analyzed as whole dataset set. Least absolute shrinkage and selection operator, tenfold cross-validation and multivariate logistic regression were used to gradually filter features. Six machine-learning models and an ensemble of the all models (ENS) were built. The area under the receiver operating characteristic curve (AUC) and decision curve analysis were used to evaluate model's performance. Results APRI, GPR, HBPratio3 ([liver SI‒tumor SI]/liver SI), PLT, peritumoral enhancement, non-smooth margin and peritumoral hypointensity were independent risk factors for MVI. Six machine-learning models showed good performance for predicting MVI in training set (AUCs range, 0.793-0.875), internal validation set (0.715-0.832), external validation set (0.636-0.746) and whole dataset set (0.756-0.850). The ENS achieved the highest AUCs (0.879 vs 0.858 vs 0.839 vs 0.851) in four cohorts with excellent calibration and more net benefit. Subgroup analysis indicated that ENS obtained excellent AUCs (0.900 vs 0.809 vs 0.865 vs 0.908) in HCC >5cm, ≤5cm, ≤3cm and ≤2cm cohorts. Kaplan‒Meier survival curves indicated that ENS achieved excellent stratification for MVI status. Conclusion The APRI and GPR may be new potential biomarkers for predicting MVI of HCC. The ENS achieved optimal performance for predicting MVI in different sizes HCC and may aid in the individualized selection of surgical procedures.
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Affiliation(s)
- Fei Wang
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
- Department of Medical Imaging, Luzhou People’s Hospital, Luzhou, 646000, People’s Republic of China
| | - Chun Yue Yan
- Department of Emergency Medicine, Luzhou People’s Hospital, Luzhou, 646000, People’s Republic of China
| | - Yuan Qin
- Department of Radiology, Chongqing University Three Gorges Hospital, Chongqing, 404031, People’s Republic of China
| | - Zheng Ming Wang
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
| | - Dan Liu
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
| | - Ying He
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
| | - Ming Yang
- Department of Medical Imaging, Luzhou People’s Hospital, Luzhou, 646000, People’s Republic of China
| | - Li Wen
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
| | - Dong Zhang
- Department of Radiology, XinQiao Hospital of Army Medical University, Chongqing, 400037, People’s Republic of China
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Zhou H, Zheng H, Wang Y, Lao M, Shu H, Huang M, Ou C. Nomogram for Predicting Postoperative Pulmonary Metastasis in Hepatocellular Carcinoma Based on Inflammatory Markers. Cancer Control 2024; 31:10732748241236333. [PMID: 38425007 PMCID: PMC10908236 DOI: 10.1177/10732748241236333] [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: 06/07/2023] [Revised: 01/14/2024] [Accepted: 02/08/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Uncertainty surrounds the usefulness of inflammatory markers in hepatocellular carcinoma (HCC) patients for predicting postoperative pulmonary metastasis (PM). The purpose of this study was to assess the predictive value of inflammatory markers as well as to create a new nomogram model for predicting PM. METHODS Cox regression was utilized to identify independent prognostic variables and to create a nomogram that predicted PM for comparison with a validation cohort and other prediction systems. We retrospectively analyzed a total of 1109 cases with HCC were included. RESULTS The systemic inflammatory response index (SIRI) and aspartate aminotransferase-to-platelet ratio index (APRI) were independent risk factors for PM, with a concordance index of .78 (95% CI: .74-.81) for the nomogram. The areas under the curve of the nomograms for PM predicted at 1-, 3-, and 5-year were .82 (95% CI: .77-.87), .82 (95% CI: .78-.87) and .81 (95% CI: .75-.86), respectively, which were better than those of Barcelona Clinic Liver Cancer and China liver cancer stage. Decision curve analyses demonstrated a broader range of nomogram threshold probabilities. CONCLUSION A nomogram based on SIRI and APRI can accurately predict postoperative PM in HCC.
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Affiliation(s)
- Huanjie Zhou
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Haiping Zheng
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Ying Wang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Ming Lao
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Hong Shu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Meifang Huang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Chao Ou
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
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Wu J, Chan YT, Lu Y, Wang N, Feng Y. The tumor microenvironment in the postsurgical liver: Mechanisms and potential targets of postoperative recurrence in human hepatocellular carcinoma. Med Res Rev 2023; 43:1946-1973. [PMID: 37102365 DOI: 10.1002/med.21967] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/23/2023] [Accepted: 04/13/2023] [Indexed: 04/28/2023]
Abstract
Surgery remains to be the mainstay of treatment for hepatocellular carcinoma (HCC). Nonetheless, its therapeutic efficacy is significantly impaired by postoperative recurrence, which occurs in more than half of cases as a result of intrahepatic metastasis or de novo tumorigenesis. For decades, most therapeutic strategies on inhibiting postoperative HCC recurrence have been focused on the residual tumor cells but satisfying therapeutic outcomes are barely observed in the clinic. In recent years, a better understanding of tumor biology allows us to shift our focus from tumor cells toward the postoperative tumor microenvironment (TME), which is gradually identified to play a pivotal role in tumor recurrence. In this review, we describe various surgical stress and surgical perturbation on postoperative TME. Besides, we discuss how such alternations in TME give rise to postoperative recurrence of HCC. Based on its clinical significance, we additionally highlight the potential of the postoperative TME as a target for postoperative adjuvant therapeutics.
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Affiliation(s)
- Junyu Wu
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yau-Tuen Chan
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yuanjun Lu
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ning Wang
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yibin Feng
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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10
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Zhang Y, Zhang B, Gong L, Xiong L, Xiao X, Bu C, Liang Z, Li L, Tang B, Lu Y. Preoperative alkaline phosphatase-to-platelet count ratio as a prognostic factor for hepatocellular carcinoma with microvascular invasion. Cancer Med 2023; 12:17545-17558. [PMID: 37492981 PMCID: PMC10524001 DOI: 10.1002/cam4.6368] [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: 12/07/2022] [Revised: 05/07/2023] [Accepted: 07/17/2023] [Indexed: 07/27/2023] Open
Abstract
OBJECTIVES The association between platelet status and hepatocellular carcinoma (HCC) prognoses remains controversial. Herein, we aimed to clarify the prognostic value of multiple platelet-related biomarkers, including platelet count, platelet/lymphocyte ratio (PLR), aspartate aminotransferase to platelet ratio index (APRI), and alkaline phosphatase-to-platelet count ratio index (APPRI) in HCC with microvascular invasion (MVI) after curative resection or liver transplantation. MATERIALS AND METHODS A retrospective review of 169 patients with solitary HCC and MVI who underwent resection or liver transplantation between January 2015 and December 2018 was conducted. Preoperative clinical, laboratory, pathologic, and imaging data were collected and analyzed. Overall survival (OS) and disease-free survival (DFS) were defined as the clinical endpoints. Univariate and multivariate Cox proportional hazards regression analyses were conducted to investigate potential predictors of DFS and OS. RESULTS Multivariate Cox regression analyses revealed that maximum tumor diameter, poor cell differentiation, and APPRI were independent predictors of DFS; while poor cell differentiation, APRI, APPRI, prothrombin time, and alpha-fetoprotein were independent prognostic factors for OS. The 1-, 3-, and 5-year DFS rates were 66.90%, 48.40%, and 37.40% for patients with APPRI ≤0.74 and 40.40%, 24.20%,and 24.20% for patients with APPRI>0.74. The corresponding rates of OS over 1, 3, and 5 years were 92.40%, 88.10% and 77.70%, and 72.30%, 38.20%, and 19.10%, respectively. The DFS and OS rates of patients whose APPRI was more than 0.74 were substantially lower than those of patients whose APPRI was less than or equal to 0.74 (p = 0.002 and p < 0.001, respectively). CONCLUSION Elevated preoperative APPRI is a noninvasive, simple, and easily assessable parameter linked to poor prognosis in individuals with single HCC and MVI after resection or liver transplantation.
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Affiliation(s)
- Yongxin Zhang
- Department of MRZhongshan City People's HospitalZhongshanChina
| | - Bin Zhang
- Department of RadiologyThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
| | - Lianggeng Gong
- Department of Medical Imaging CenterThe second affiliated Hospital of Nanchang UniversityNanchangChina
| | - Liangxia Xiong
- Department of Medical Imaging CenterThe second affiliated Hospital of Nanchang UniversityNanchangChina
| | - Xuehong Xiao
- Department of MRZhongshan City People's HospitalZhongshanChina
| | - Chao Bu
- Department of RadiologyThe Seventh Affiliated Hospital Sun Yat‐Sen UniversityShenzhenChina
| | - Zhiying Liang
- Department of Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapySun Yat‐sen University Cancer CenterGuangzhouChina
| | - Liangcai Li
- Department of CTZhongshan City People's HospitalZhongshanChina
| | - Binghang Tang
- Department of CTZhongshan City People's HospitalZhongshanChina
| | - Yangbai Lu
- Department of UrologyZhongshan City People's HospitalZhongshanChina
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11
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D'Aiello A, Rahman N, Patrik Brodin N, Dave M, Jasra S, Kaubisch A, Kabarriti R, Chuy J. Hepatocellular Carcinoma in HIV-Infected Patients: Clinical Presentation and Outcomes in a Racially Diverse Urban Population. J Gastrointest Cancer 2023; 54:536-544. [PMID: 35534673 DOI: 10.1007/s12029-022-00833-z] [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] [Accepted: 04/27/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE As life expectancy for HIV patients improve, hepatocellular carcinoma (HCC) has become a non-AIDS defining illness with a high impact on morbidity and mortality of HIV-infected individuals. We sought to compare outcomes in HIV- versus non-HIV-infected patients treated for HCC at a multiethnic academic medical health system. METHODS A retrospective chart review of patients diagnosed with HCC from 1/1/2005 to 12/31/2016 was performed. Differences in characteristics among HIV and non-HIV subjects were assessed. Associations between HIV status, viral load, CD4 count, and overall survival (OS) were also assessed. RESULTS We identified 915 subjects (842 non-HIV and 73 with HIV). HIV-infected subjects were younger, predominantly male non-Hispanic Blacks, and more likely to have HBV and HCV co-infection, and alcohol use at diagnosis compared to non-HIV counterparts. Stage, MELD score, Child-Pugh, and ECOG performance status were similar. HIV-positive patients received systemic therapy at significantly higher rates and liver transplantation for HCC at significantly lower rates than those without HIV. The actuarial 3- and 5-year overall survival (OS) for all patients was 48.3% and 39.4%. For HIV-infected subjects, 3- and 5-year OS was significantly worse at 36.8% and 28.3% compared to 49.3% and 40.4%, respectively, for non-HIV subjects (log rank p = 0.033). CONCLUSIONS HIV-infected HCC patients have lower survival rates compared to those without HIV. Despite younger age and similar stage, MELD, and ECOG at diagnosis, HIV portends worse outcomes in patients with HCC.
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Affiliation(s)
- Angelica D'Aiello
- Department of Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Numa Rahman
- Department of Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - N Patrik Brodin
- Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Manish Dave
- Department of Medicine (Hematology & Oncology), Saint Barnabas Medical Center, Livingston, NY, 07039, USA
| | - Sakshi Jasra
- Division of Hematology & Medical Oncology, University of Vermont, Larner College of Medicine, Burlington, VT, 05405, USA
| | - Andreas Kaubisch
- Department of Medicine (Hematology & Oncology), Saint Barnabas Medical Center, Livingston, NY, 07039, USA
| | - Rafi Kabarriti
- Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Jennifer Chuy
- Division of Hematology & Medical Oncology, NYU Langone Health, New York, NY, 10016, USA.
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Chen J, Huang W, Xu X, Fan S, Zhang Q, Li X, Zeng Z, He J. Prognostic implications of systemic immune-inflammation index in patients with bone metastases from hepatocellular carcinoma treated with radiotherapy. Front Oncol 2023; 13:1076428. [PMID: 37251953 PMCID: PMC10218693 DOI: 10.3389/fonc.2023.1076428] [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: 10/21/2022] [Accepted: 04/26/2023] [Indexed: 05/31/2023] Open
Abstract
Background Previous studies have shown that systemic inflammation indicators could predict the survival outcomes of patients with malignant tumors receiving various treatments. Radiotherapy, as a crucial treatment modality, effectively alleviates discomfort in patients with bone metastasis (BM) and greatly improves the quality of life for them. This study aimed to investigate the prognostic value of systemic inflammation index in hepatocellular carcinoma (HCC) patients with BM treated with radiotherapy. Methods We retrospectively analyzed clinical data collected from HCC patients with BM who received radiotherapy in our institution between January 2017 and December 2021. The pre-treatment neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and systemic immune-inflammation index (SII) were derived to determine their relationship with overall survival (OS) and progression-free survival (PFS), using the Kaplan-Meier survival curves. The optimal cut-off value of the systemic inflammation indicators for predicting prognosis was assessed by receiver operating characteristic (ROC) curves. Univariate and multivariate analyses were performed to ultimately evaluate the factors associated with survival. Results The study included 239 patients with a median 14-month follow-up. The median OS was 18 months (95% confidence interval [CI] = 12.0-24.0) and the median PFS was 8.5 months (95% CI = 6.5-9.5). The optimal cut-off values for the patients were determined by ROC curve analysis as follows: SII =395.05, NLR=5.43 and PLR = 108.23. The area under the receiver operating characteristic curve values for SII, NLR and PLR in disease control prediction were 0.750, 0.665 and 0.676, respectively. Elevated systemic immune-inflammation index (SII>395.05) and higher NLR (NLR>5.43) were independently associated with poor OS and PFS. In multivariate analysis, Child-Pugh class (P = 0.038), intrahepatic tumor controlled (P = 0.019), SII (P = 0.001) and NLR (P = 0.007) were independent prognostic factors of OS and Child-Pugh class (P = 0.042), SII (P < 0.001) and NLR (P = 0.002) were independently correlated with PFS. Conclusion NLR and SII were associated with poor prognosis in HCC patients with BM receiving radiotherapy and might be considered reliable and independent prognostic biomarkers for HCC patients with BM.
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Affiliation(s)
- Jingyao Chen
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenhan Huang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaohong Xu
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shaonan Fan
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qi Zhang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xuan Li
- Jinshan Hospital Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University Shanghai Medical School, Shanghai, China
| | - Zhaochong Zeng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian He
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
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Neutrophil-to-lymphocyte ratio (NLR) as a predictive index for liver and coagulation dysfunction in preeclampsia patients. BMC Pregnancy Childbirth 2023; 23:4. [PMID: 36600195 DOI: 10.1186/s12884-022-05335-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 12/24/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Pre-eclampsia (PE) is a pregnancy disorder that is related to an enhanced immune response. Immune cell characteristics such as neutrophil or monocyte to lymphocyte ratios (NLR, MLR) are known to be related to kidney and liver dysfunction in hypertensive patients. Here, we aimed to analyze the correlations between NLR, MLR and platelet to lymphocyte ratio (PLR) and liver, renal and coagulation functional parameters and the impacts of these immune cell profiles to the prognostic significance in PE patients. METHODS Pre-delivery hematological and biochemical parameters of 320 first-time pregnant women registered at the Obstetrics Department of Yanbian University Hospital from 2016 to 2019 were analyzed retrospectively. Patients were divided into normal pregnancy (normal, n = 161), mild PE (mPE, n = 28) and severe PE (sPE, n = 131) groups according to diagnostic criteria. Pearson correlation analysis were performed and area under the curve (AUC) were conducted for the diagnostic values of NLR, MLR and PLR. Results were validated with data from the Department of Obstetrics and Gynecology of Seoul National University Hospital (SNUH). RESULTS Kidney functional indexes were adversative in mPE and sPE and liver and coagulation indexes were worse in sPE compared to normal groups. Among immune cells, lymphocytes were increased in mPE and sPE patients, resulted in reduced NLR, MLR and PLR in PE groups, more significant difference were shown in sPE. NLR and PLR were associated with CREA and/or BUN negatively and positive associations were observed with total protein (TP) and albumin (ALB) in sPE. Only NLR showed positive associations with coagulation indexes (PT and APTT) in sPE. AUC analysis for NLR, MLR and PLR were 0.700, 0.656, 0.643, respectively, and NLR < 3.7 predicted hypertension (95% CI in all participants: 0.647-0.749, p < 0.001). Blood pressure, liver, kidney and coagulation indexes were worse at cut off value (NLR < 3.7), and this was validated with the data from SNUH. CONCLUSION NLR could be used as an independent predictor of liver and coagulation dysfunction in PE patients. Our results may provide non-invasive and efficient way of the risk assessment among PE patients.
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Li DZ, Guo J, Song QK, Hu XJ, Bao XL, Lu J. Prognostic prediction of the platelet-to-lymphocyte ratio in hepatocellular carcinoma: a systematic review and meta-analysis. Transl Cancer Res 2022; 11:4037-4050. [PMID: 36523315 PMCID: PMC9745370 DOI: 10.21037/tcr-22-1197] [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: 04/28/2022] [Accepted: 09/25/2022] [Indexed: 11/06/2022]
Abstract
Background Platelet-to-lymphocyte ratio (PLR) has been used to predict the prognosis of patients with hepatocellular carcinoma (HCC) with inconsistent results. This meta-analysis aimed to clarify the prognostic value of PLR in patients with HCC. Methods We systematically retrieved relevant literature published in the PubMed, Embase, Web of Science, and Cochrane databases up to November 20, 2021. The primary outcomes were the hazard ratios (HRs) and their 95% confidence intervals (CIs) for overall survival (OS), and secondary study outcomes were recurrence-free survival (RFS), disease-free survival (DFS), progression-free survival (PFS). All statistical analyses were conducted by Review Manager 5.4.1 and STATA 16.0 software. Results A total of 21 studies comprising 8,779 patients were included in this meta-analysis. Pooled results suggested that a high PLR was significantly associated with poor OS (HR: 1.34, 95% CI: 1.18-1.52, P<0.00001; I2=59%, P=0.0005), RFS or DFS (HR: 1.35, 95% CI: 1.13-1.63, P=0.001; I2=69%, P=0.002), and PFS (HR: 1.55, 95% CI: 1.09-2.22, P=0.02; I2=73%, P=0.02). The subgroup analysis for OS showed, when the PLR cutoff value was greater than 150, the heterogeneity decreased to 0 (HR: 1.48, 95% CI: 1.33-1.68, P<0.00001; I2=0%, P=0.56); when the HBsAg positive population was increased to 100%, the heterogeneity decreased to 0 (HR: 1.46, 95% CI: 1.22-1.73, P<0.0001; I2=0%, P=0.45); compared with other regions in the world, it was more significant in China (HR: 1.43, 95% CI: 1.26-1.62, P<0.00001; I2=52%, P=0.01). In addition, scatter plot showed that the HR was negatively correlated with the proportion of patients with liver cirrhosis. Conclusions This meta-analysis suggests that PLR is a negative correlation prognostic biomarker for HCC, high PLR values indicate poor OS, RFS, DFS and PFS, especially in hepatitis B virus (HBV) related patients.
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Affiliation(s)
- De-Zhao Li
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jia Guo
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Qing-Kun Song
- Department of Clinical Epidemiology Research, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xiang-Jin Hu
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xu-Li Bao
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jun Lu
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
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Ni J, Li Z, Song W, Zhang H, Wang Y, Zhang Y, Zhang H, Yang G, Xie J, Wang K, Peng B, Mao W. Prognostic value of glucose to lymphocyte ratio for patients with renal cell carcinoma undergoing laparoscopic nephrectomy: A multi-institutional, propensity score matching cohort study. Front Surg 2022; 9:911411. [PMID: 36248373 PMCID: PMC9556963 DOI: 10.3389/fsurg.2022.911411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Accepted: 09/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background We evaluated the prognostic value of preoperative blood glucose to lymphocyte ratio (GLR) in renal cell carcinoma (RCC) patients who underwent laparoscopic nephrectomy through a multi-institutional clinical study. Methods A total of 420 patients with RCC from three medical centers from 2014 to 2019 were included in this study. The effect of GLR on overall survival (OS) and cancer-specific survival (CSS) in RCC patients was assessed by Kaplan-Meier survival curves, univariate and multivariate Cox regression analysis. Moreover, a 1:1 propensity score matching (PSM) analysis of different GLR groups was utilized to further confirm the prognostic ability of GLR. Results The optimal cut-off value for GLR was 6.8. Patients were divided into high GLR and low GLR groups according to the optimal cut-off value. GLR was significant association with diabetes, cardiovascular disease and AJCC stage. High GLR predicted adverse OS (P = 0.002) and CSS (P < 0.01) in RCC patients. Multivariate Cox regression analysis revealed that high GLR was an independent prognostic factor for OS [hazard ratio (HR): 2.389, 95% confidence interval (CI), 1.136–5.027, P = 0.008] and CSS (HR: 3.474, 95% CI, 1.555–7.761, P = 0.002). After PSM analysis of the patients in the high GLR and low GLR groups, high GLR still predicted poor OS (P = 0.021) and CSS (P = 0.037). Conclusions High GLR is associated with adverse prognosis in RCC patients, and GLR can serve as an independent prognostic marker for OS and CSS in RCC patients receiving laparoscopic nephrectomy.
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Affiliation(s)
- Jinliang Ni
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
- Shanghai Clinical College, Anhui Medical University, Shanghai, China
| | - Ziye Li
- Shanghai Clinical College, Anhui Medical University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Wei Song
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
- Shanghai Clinical College, Anhui Medical University, Shanghai, China
| | - Houliang Zhang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Yidi Wang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Yifan Zhang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Haipeng Zhang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Guangcan Yang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Jun Xie
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
| | - Keyi Wang
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
- Correspondence: Weipu Mao ; Bo Peng ; Keyi Wang
| | - Bo Peng
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, Shanghai, China
- Shanghai Clinical College, Anhui Medical University, Shanghai, China
- Correspondence: Weipu Mao ; Bo Peng ; Keyi Wang
| | - Weipu Mao
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
- Correspondence: Weipu Mao ; Bo Peng ; Keyi Wang
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Combination of Preoperative Circulating Tumor Cell Count and Neutrophil-Lymphocyte Ratio for Prognostic Prediction in Hepatocellular Carcinoma Patients after Curative Hepatectomy. BIOMED RESEARCH INTERNATIONAL 2022; 2022:7305953. [PMID: 35880030 PMCID: PMC9308538 DOI: 10.1155/2022/7305953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 06/12/2022] [Accepted: 06/14/2022] [Indexed: 11/23/2022]
Abstract
Background Both the preoperative neutrophil-lymphocyte ratio (NLR) and circulating tumor cell count (CTC) are associated with poor prognosis in hepatocellular carcinoma (HCC). The purpose of this study was to explore the prognostic value of these two indices (CTC-NLR) in HCC. Methods We retrospectively collected demographic and clinical data, including NLR and CTC, from 97 patients with HCC who underwent curative hepatectomy at our institution from March 2014 to May 2017. X-Tile software was used to confirm the optimal cut-off value of NLR and CTC for predicting overall survival (OS) in this study. OS were also analyzed using Kaplan-Meier and Cox regression methods. Based on preoperative CTC and NLR, patients were divided into three groups: CTC-NLR (0), CTC-NLR (1), and CTC-NLR (2). Relationships of CTC-NLR with clinicopathological factors and survival were evaluated. Results Preoperatively, CTC positively correlated with NLR. Patients with NLR and CTC higher than the cut-offs had shorter OS than patients with low NLR and CTC. Kaplan-Meier analysis, and log-rank tests revealed significantly lower OS among patients with CTC-NLR scores of 0, 1, and 2. Uni- and multivariate analyses showed that CTC-NLR (hazard ratio 2.050, P = 0.005), CTC (hazard ratio 2.285, P = 0.032), and NLR (hazard ratio 1.902, P = 0.048) were independent predictor of OS. A time-dependent ROC curve indicated that the prognostic efficacy of the CTC-NLR at 1 year (0.714) was better than that of NLR (0.687) and CTC (0.590); the prognostic efficacy of the CTC-NLR at 2 years (0.746) was better than that of NLR (0.711) and CTC (0.601); the prognostic efficacy of the CTC-NLR at 3 years (0.742) was better than that of NLR (0.694) and CTC (0.629). Conclusions HCC patients with higher NLR and CTC tend to show shorter OS. Preoperative CTC-NLR may be associated with poor survival and might be a reliable prognostic predictor in HCC after curative hepatectomy.
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Takamoto T, Nara S, Ban D, Nagashima D, Mizui T, Esaki M, Shimada K. Application of albumin-bilirubin grade and platelet count to indocyanine green-based criteria for hepatectomy: Predicting impaired liver function and postoperative outcomes of hepatocellular carcinoma. J Surg Oncol 2022; 126:680-688. [PMID: 35689605 DOI: 10.1002/jso.26982] [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: 02/27/2022] [Revised: 04/27/2022] [Accepted: 05/29/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Applicability of the albumin-bilirubin (ALBI) grade in preoperative decision-making criteria based on the indocyanine green retention (ICG) test remains unclear. This study aimed to predict abnormal ICG values using standard blood tests and evaluate the impact on postoperative outcomes among patients undergoing hepatectomy for hepatocellular carcinoma (HCC). METHODS Data on 949 consecutive HCC patients undergoing curative-intent hepatectomy between 1996 and 2014 were retrospectively assessed. A nomogram using preoperative standard blood tests was created to predict abnormal ICGR15 (>15%). RESULTS Three-hundred nine patients had abnormal ICGR15. Predictors of abnormal ICGR15 included in the nomogram were: ALBI grade >1 (hazard ratio [HR]: 2.16, 95% confidence interval [CI]: 1.59-2.94), platelet count <130 000/mm3 (HR: 2.27, 95% CI: 1.68-3.08), aspartate aminotransferase >50 (IU/L) (HR: 1.90, 95% CI: 1.29-2.81), and viral hepatitis infection (HR: 1.46, 95% CI: 1.03-2.07). The nomogram named the PLT-ALBI score was discriminative [C-statistics: 0.719 (0.684-0.754)], and reliable (Hosmer-Lemeshow Chi-Square: 9.05, p = 0.338). The higher PLT-ALBI score was associated with a more frequent incidence of clinically relevant posthepatectomy liver failure and poor overall survival. CONCLUSIONS The PLT-ALBI score is applicable in distinguishing HCC patients with abnormal ICGR15. Patients with higher PLT-ALBI score require more careful postoperative care, despite following the ICG criteria.
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Affiliation(s)
- Takeshi Takamoto
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Satoshi Nara
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Daisuke Ban
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Daisuke Nagashima
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Takahiro Mizui
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Minoru Esaki
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Kazuaki Shimada
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, Japan
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18
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Shen Y, Xu Y, Wei J, Li W. The Prognostic Role of Circulating FPR Before Operation in Patients with BCLC A-C Hepatocellular Carcinoma: A Retrospective Cohort Study. J Hepatocell Carcinoma 2022; 9:467-476. [PMID: 35669908 PMCID: PMC9167061 DOI: 10.2147/jhc.s369168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 05/25/2022] [Indexed: 12/24/2022] Open
Abstract
Background This research aimed to comprehensively assess the prognostic role of fibrinogen to prealbumin ratio (FPR) in BCLC A-C HCC patients treated by TACE and RFA. Methods The research included 240 patients at stage BCLC A-C treated by TACE and RFA at Beijing Ditan Hospital of Capital Medical University from May 2011 to November 2018. Results The results showed that the size of the tumor, vascular invasion, α-foetoprotein, cirrhosis, NLR, LMR, and PLR showed prognostic value in predicting 5-year OS. Besides, FPR (95% confidence interval: 1.006–1.013, hazard ratio: 1.009) was a prognostic factor for the prediction of 5-year OS in HCC. Conclusion Our research indicated that FPR was a potential indicator for patients with BCLC A-C hepatocellular carcinoma after treatment of RFA and TACE.
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Affiliation(s)
- Yanjun Shen
- Department of Oncology, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Yawen Xu
- Department of Oncology, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Jianying Wei
- Department of Oncology, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Wendong Li
- Department of Oncology, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
- Correspondence: Wendong Li, Department of Oncology, Beijing Ditan Hospital, Capital Medical University, 8 Jingshun East Street, Chaoyang District, Beijing, People’s Republic of China, Tel +86-010-84322470, Email
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Mao S, Yu X, Sun J, Yang Y, Shan Y, Sun J, Mugaanyi J, Fan R, Wu S, Lu C. Development of nomogram models of inflammatory markers based on clinical database to predict prognosis for hepatocellular carcinoma after surgical resection. BMC Cancer 2022; 22:249. [PMID: 35255845 PMCID: PMC8900373 DOI: 10.1186/s12885-022-09345-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 02/28/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Inflammation plays a significant role in tumour development, progression, and metastasis. In this study, we focused on comparing the predictive potential of inflammatory markers for overall survival (OS), recurrence-free survival (RFS), and 1- and 2-year RFS in hepatocellular carcinoma (HCC) patients. METHODS A total of 360 HCC patients were included in this study. A LASSO regression analysis model was used for data dimensionality reduction and element selection. Univariate and multivariate Cox regression analyses were performed to identify the independent risk factors for HCC prognosis. Nomogram prediction models were established and decision curve analysis (DCA) was conducted to determine the clinical utility of the nomogram model. RESULTS Multivariate Cox regression analysis indicated that the prognostic nutritional index (PNI) and neutrophil-to-lymphocyte ratio (NLR) were independent prognostic factors of OS, and aspartate aminotransferase-to-platelet ratio (APRI) was a common independent prognostic factor among RFS, 1-year RFS, and 2-year RFS. The systemic inflammation response index (SIRI) was an independent prognostic factor for 1-year RFS in HCC patients after curative resection. Nomograms established and achieved a better concordance index of 0.772(95% CI: 0.730-0.814), 0.774(95% CI: 0.734-0.815), 0.809(95% CI: 0.766-0.852), and 0.756(95% CI: 0.696-0.816) in predicting OS, RFS, 1-year RFS, and 2-year RFS respectively. The risk scores calculated by nomogram models divided HCC patients into high-, moderate- and low-risk groups (P < 0.05). DCA analysis revealed that the nomogram models could augment net benefits and exhibited a wider range of threshold probabilities in the prediction of HCC prognosis. CONCLUSIONS The nomograms showed high predictive accuracy for OS, RFS, 1-year RFS, and 2-year RFS in HCC patients after surgical resection. The nomograms could be useful clinical tools to guide a rational and personalized treatment approach and prognosis judgement.
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Affiliation(s)
- Shuqi Mao
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Xi Yu
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Jihan Sun
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Yong Yang
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Yuying Shan
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Jiannan Sun
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Joseph Mugaanyi
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China
| | - Rui Fan
- Medical quality management office, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China.
| | - Shengdong Wu
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China.
| | - Caide Lu
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, 315040, Ningbo, Zhejiang, China.
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Qu Z, Lu YJ, Feng JW, Chen YX, Shi LQ, Chen J, Rambaran N, Duan YF, He XZ. Preoperative Prognostic Nutritional Index and Neutrophil-to-Lymphocyte Ratio Predict Survival Outcomes of Patients With Hepatocellular Carcinoma After Curative Resection. Front Oncol 2022; 11:823054. [PMID: 35155212 PMCID: PMC8831760 DOI: 10.3389/fonc.2021.823054] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 12/29/2021] [Indexed: 11/28/2022] Open
Abstract
Increasing evidence indicates that preoperative prognostic indices can serve as independent predictors of survival in patients with cancer. However, the applicability of these indices in patients with hepatocellular carcinoma (HCC) is controversial. This study aims to investigate the prognostic value of these indices in patients with HCC after curative hepatectomy. We retrospectively analyzed the data of 215 patients who underwent curative resection for HCC. Prognostic indices including prognostic nutritional index (PNI) and neutrophil-to-lymphocyte ratio (NLR) were evaluated by comparing by the area under the curve (AUC). Univariate analysis and multivariate analysis were performed to identify independent prognostic factors. Additionally, risk factors were combined to predict the survival of patients. We found that serum albumin concentration, tumor diameter, tumor stage, degree of differentiation, PNI, and NLR were independent prognostic factors for overall survival (OS). Vascular invasion, tumor stage, degree of differentiation, and PNI were independent prognostic factors for recurrence-free survival (RFS). The cutoff value of the PNI and NLR was 43.75 and 3.29, respectively. Patients with low NLR and high PNI had the best outcomes, potentially indicative of the intensive antitumor effects of the immune system. Moreover, patients with at least three risk factors had a significantly lower OS and RFS compared with those with two or fewer risk factors. This new nomogram based on PNI and NLR may provide an accessible and individualized prediction of survival and recurrence for HCC patients.
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Affiliation(s)
- Zhen Qu
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Yun-Jie Lu
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Jia-Wei Feng
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Yu-Xiang Chen
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Long-Qing Shi
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Jing Chen
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Navin Rambaran
- Department of General Surgery, Georgetown Hospital Complex, Georgetown, Guyana
| | - Yun-Fei Duan
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
| | - Xiao-Zhou He
- The Third Affiliated Hospital of Soochow University, Changzhou First People's Hospital, Changzhou, China
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21
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Mao W, Wang K, Wu Y, Ni J, Zhang H, Wang Y, Wu Z, Liu R, Geng J, Chen S, Chen M. Prognostic Significance of Modified Advanced Lung Cancer Inflammation Index in Patients With Renal Cell Carcinoma Undergoing Laparoscopic Nephrectomy: A Multi-Institutional, Propensity Score Matching Cohort Study. Front Nutr 2022; 8:781647. [PMID: 35127784 PMCID: PMC8811296 DOI: 10.3389/fnut.2021.781647] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 12/24/2021] [Indexed: 12/19/2022] Open
Abstract
Background We conducted a multi-institutional clinical study to assess the prognostic value of the advanced lung cancer inflammatory index (ALI) and modified ALI (mALI) in patients with renal cell carcinoma (RCC). Methods We collected 440 patients who underwent laparoscopic nephrectomy at three centers from 2014 to 2019. ALI was defined as body mass index (BMI) × serum albumin (ALB)/neutrophil-to-lymphocyte ratio (NLR) and mALI as L3 muscle index × ALB/NLR. Kaplan-Meier curves, receiver operating characteristic (ROC) curves and Cox survival analysis were used to assess the effect of ALI and mALI on overall survival (OS). In addition, we performed 1:1 propensity score matching (PSM) for the high mALI and low mALI groups to further explore the impact of mALI on survival in RCC patients. Results The optimal cut-off values for ALI and mALI were 40.6 and 83.0, respectively. Based on the cut-off values, we divided the patients into high ALI and low ALI groups, high mALI and low mALI groups. ALI and mALI were significantly associated with the AJCC stage, Fuhrman grade, T stage, and M stage. Low ALI (p = 0.002) or low mALI (p < 0.001) was associated with poorer prognosis. ROC curves showed that mALI was a better predictor of OS than ALI. Multivariate Cox regression analysis showed that low mALI (aHR = 2.22; 95% CI 1.19–4.13, p = 0.012) was an independent risk factor for OS in RCC patients who underwent nephrectomy, while ALI (aHR = 1.40; 95% CI 0.73–2.66, p = 0.309) was not significantly associated. Furthermore, after PSM analysis, we found that mALI remained an independent risk factor for OS (aHR = 2.88; 95% CI 1.33–6.26, p = 0.007) in patients with RCC. Conclusions For RCC patients undergoing laparoscopic nephrectomy, low ALI and low mALI were associated with poor prognosis, and preoperative mALI can be used as a potential independent prognostic indicator for RCC patients.
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Affiliation(s)
- Weipu Mao
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Keyi Wang
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
| | - Yuan Wu
- Department of Urology, Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Jinliang Ni
- Department of Urology, School of Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
| | - Houliang Zhang
- Department of Urology, School of Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
| | - Yidi Wang
- Department of Urology, School of Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
| | - Zonglin Wu
- Department of Urology, Shidong Hospital of Yangpu District, Shanghai, China
| | - Ruiji Liu
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Jiang Geng
- Department of Urology, School of Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
- Jiang Geng
| | - Shuqiu Chen
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
- Shuqiu Chen
| | - Ming Chen
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
- *Correspondence: Ming Chen
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Mouchli M, Reddy S, Gerrard M, Boardman L, Rubio M. Usefulness of neutrophil-to-lymphocyte ratio (NLR) as a prognostic predictor after treatment of hepatocellular carcinoma." Review article. Ann Hepatol 2021; 22:100249. [PMID: 32896610 DOI: 10.1016/j.aohep.2020.08.067] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 08/07/2020] [Accepted: 08/08/2020] [Indexed: 02/06/2023]
Abstract
The neutrophil-to-lymphocyte ratio (NLR) is an inflammatory marker which has been investigated as a prognostic indicator in post-therapeutic recurrence and survival of patients with HCC. Our aim was to review all studies that assessed the prognostic value of pre-treatment NLR in predicting patient survival, cancer recurrence, and graft survival in patients undergoing various therapies for HCC. We searched the database of PubMed and Google Scholar to review all studies that have the word "NLR" and the word "HCC." We included all studies that assessed pre-treatment NLR as a prognostic factor in predicting outcomes in HCC patients. We excluded studies that assessed the correlation between post-treatment NLR or dynamic changes in NLR after treatment and HCC outcomes in an effort to minimize the confounding effect of each treatment on NLR. We reviewed 123 studies that studied the correlation between pre-treatment NLR and patient survival, 72 studies that evaluated the correlation between pre-treatment NLR and tumor recurrence, 21 studies that evaluated the correlation between NLR and tumor behavior, and 4 studies that assessed the correlation between NLR and graft survival. We found a remarkable heterogeneity between the methods of the studies, which is likely responsible for the differences in outcomes. The majority of the studies suggested a correlation between higher levels of pre-treatment NLR and poor outcomes. We concluded that NLR is a reliable and inexpensive biomarker and should be incorporated into other prognostic models to help determine outcomes following HCC treatment.
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Affiliation(s)
- Mohamad Mouchli
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Division of Gastroenterology & Hepatology, Roanoke, VA, United States; Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States; Mayo Clinic, Division of Gastroenterology & Hepatology, Rochester, MN, United States; Cleveland Clinic Foundation, Division of Gastroenterology & Hepatology, Cleveland, OH, United States.
| | - Shravani Reddy
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States
| | - Miranda Gerrard
- Virginia Tech Carilion School of Medicine, Roanoke, VA, United States
| | - Lisa Boardman
- Mayo Clinic, Division of Gastroenterology & Hepatology, Rochester, MN, United States
| | - Marrieth Rubio
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Division of Gastroenterology & Hepatology, Roanoke, VA, United States; Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States
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23
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Zhang X, Svn Z, Liv M, Liu M, Zhang Y, Sun Q. Assessment of Prognostic Value of Aspartate Aminotransferase-to-Platelet Ratio Index in Patients With Hepatocellular Carcinoma: Meta-Analysis of 28 Cohort Studies. Front Med (Lausanne) 2021; 8:756210. [PMID: 34901068 PMCID: PMC8661594 DOI: 10.3389/fmed.2021.756210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/20/2021] [Indexed: 01/14/2023] Open
Abstract
Background: Hepatocellular carcinoma (HCC) is one of the most common malignant tumors globally; it is valuable to predict its prognosis after treatment. Aspartate aminotransferase-to-platelet index (APRI), a non-invasive biomarker consists of two routine test parameters easily available in all the patients. Our study aimed to investigate whether APRI can serve as an independent prognostic marker in the patients with HCC. Methods: We extensively searched PubMed, Embase, and Web of Science databases on June 20, 2021 to determine all relevant literature. The studies that explored the association between the APRI levels and prognosis of patients with HCC and reported risk estimate data were included. The Newcastle-Ottawa Scale was used to assess the quality of the included studies. Results: A total of 1,097 articles were initially identified, of which 28 studies involving 11,041 patients met the eligibility criteria for the meta-analysis. The pooled hazard ratios (HRs) for overall survival (OS) and disease-free survival (DFS) were 1.77 (95% CI: 1.53–2.05, P < 0.001) and 1.59 (95% CI: 1.47–1.71, P < 0.001), respectively, suggesting a significant correlation between the increased APRI levels and poor prognosis in the patients with HCC. In the subgroup analyses, statistical significance of the correlation disappeared in the Korean and Japanese population and in the patients undergoing transarterial chemoembolization (TACE). Of note, the current results may be overestimated due to publication bias, but the conclusion remained unchanged when the bias was adjusted. Conclusion: High APRI levels are associated with poor OS and DFS in the patients with HCC. In most cases, pretreatment APRI can be used as an independent prognostic factor, but it is necessary to incorporate other predictive prognostic systems to ensure accuracy. Further studies are needed to determine the specific beneficiary population and the optimal cutoff value.
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Affiliation(s)
- XinYue Zhang
- Affiliated Hospital of Traditional Chinese Medicine, School of Integrated Traditional Chinese and Western Medicine, Southwest Medical University, Luzhou, China
| | - Zhen Svn
- Hengyang Medical School, University of South China, Hengyang, China
| | - MengSi Liv
- Hengyang Medical School, University of South China, Hengyang, China
| | - MengNan Liu
- Department of Cardiovascular Medicine, National Traditional Chinese Medicine Clinical Research Base, Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - YiHan Zhang
- Medical Record Room, Affiliated Hospital of Traditional Chinese Medicine, Southwest Medical University, Luzhou, China
| | - Qin Sun
- Affiliated Hospital of Traditional Chinese Medicine, School of Integrated Traditional Chinese and Western Medicine, Southwest Medical University, Luzhou, China.,National Traditional Chinese Medicine Clinical Research Base, Drug Research Center of Integrated Traditional Chinese and Western Medicine, Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
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24
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Mao W, Sun S, He T, Jin X, Wu J, Xu B, Zhang G, Wang K, Chen M. Systemic Inflammation Response Index is an Independent Prognostic Indicator for Patients with Renal Cell Carcinoma Undergoing Laparoscopic Nephrectomy: A Multi-Institutional Cohort Study. Cancer Manag Res 2021; 13:6437-6450. [PMID: 34429652 PMCID: PMC8379394 DOI: 10.2147/cmar.s328213] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 08/09/2021] [Indexed: 12/27/2022] Open
Abstract
Background We conducted a multicenter clinical study to examine the prognostic value of the systemic inflammation response index (SIRI) in renal cell carcinoma (RCC) patients. Methods We collected patients who underwent nephrectomy from 2014 to 2019 at three centers (343 in the training group and 100 in the validation group). SIRI was created based on hemoglobin and lymphocyte to monocyte ratio (LMR). Kaplan–Meier curves and receiver operating characteristic (ROC) curves were used to analyze the effect of LMR, hemoglobin and SIRI on overall survival (OS) and cancer-specific survival (CSS) effects. Results In both the training and validation groups, SIRI was a better predictor of OS and CSS than LMR and hemoglobin. A total of 192 (56.0%) patients were included in grade 1, 108 (31.5%) in grade 2, and 43 (12.5%) in grade 3 based on SIRI in the training group. Higher SIRI was associated with worse prognosis. Multivariate cox regression analysis showed that SIRI was an independent prognostic risk factor for OS (grade 3 vs grade 1: HR=4.93; 95% CI 2.21–11.00, p < 0.001) and CSS (grade 3 vs grade 1: HR=6.29; 95% CI 2.28–17.39, p < 0.001) in patients with RCC. In addition, SIRI-based prognostic nomograms were able to better predict OS and CSS in RCC patients. Conclusion SIRI is an independent prognostic factor for patients undergoing laparoscopic nephrectomy for RCC, and a prognostic nomogram covering SIRI can better predict survival of RCC patients.
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Affiliation(s)
- Weipu Mao
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China.,Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, 210009, People's Republic of China.,Department of Urology, Nanjing Lishui District People's Hospital, Zhongda Hospital Lishui Branch, Southeast University, Nanjing, 211200, People's Republic of China
| | - Si Sun
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China
| | - Ting He
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China
| | - Xin Jin
- Department of Urology, Taizhou People's Hospital, Taizhou, 225700, People's Republic of China
| | - Jianping Wu
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China
| | - Bin Xu
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China
| | - Guangyuan Zhang
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China
| | - Keyi Wang
- Department of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, People's Republic of China
| | - Ming Chen
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, People's Republic of China.,Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, 210009, People's Republic of China.,Department of Urology, Nanjing Lishui District People's Hospital, Zhongda Hospital Lishui Branch, Southeast University, Nanjing, 211200, People's Republic of China
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Kong J, Li G, Chai J, Yu G, Liu Y, Liu J. Impact of Postoperative Complications on Long-Term Survival After Resection of Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. Ann Surg Oncol 2021; 28:8221-8233. [PMID: 34160708 DOI: 10.1245/s10434-021-10317-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 05/06/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Controversy exists over the relationship between postoperative complications (POCs) and long-term survival for hepatocellular carcinoma (HCC) after hepatectomy. This study aimed to evaluate the impact of POCs on overall survival (OS) and disease-free survival (DFS) for HCC after liver resection. PATIENTS AND METHODS The PubMed, EMBASE, and Cochrane Library databases were used to search for eligible studies published through 18 April 2020, and studies comparing the long-term outcomes between HCC patients with and without POCs after hepatectomy were included. A random-effects model was used to calculate the pooled hazard ratio (HR) with a 95% confidence interval (CI). Subgroup analysis and meta-regression were performed to assess the potential influence of study-, patient-, and tumor-related factors on the relationship between POCs and oncologic outcomes and to adjust their effect. This study was registered at the International Prospective Register of Systematic Reviews (CRD42019136109). RESULTS Thirty-seven studies, including 14,096 patients, were deemed eligible and included in this study. Compared with those without POCs, patients who developed POCs had a significant reduction in OS (HR 1.39, 95% CI 1.28-1.50, P < 0.001; prediction interval 1.04-1.85) and tended to have worse DFS (HR 1.25, 95% CI 1.16-1.35, P < 0.001; prediction interval 0.98-1.60). Contour-enhanced funnel plots suggested a risk of publication bias. Subgroup analysis and meta-regression showed that POCs remained a threat to OS and DFS regardless of the influence of clinicopathological factors. CONCLUSION This study demonstrated that POCs had an adverse impact on OS and DFS in HCC patients after liver resection.
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Affiliation(s)
- Junjie Kong
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, China.,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China
| | - Guangbing Li
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China
| | - Jiawei Chai
- Department of Breast and Thyroid Surgery, Shandong Maternity and Child Care Hospital, Jinan, Shandong Province, China
| | - Guangsheng Yu
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China
| | - Yong Liu
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, China
| | - Jun Liu
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, China. .,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China.
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Chen Y, Yang Y, Zhang XY, Fan QS, Li X, Xin YJ, Cao XJ, Wang YN, Zhou X. Nomogram Based on Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio to Predict Recurrence in Patients with Hepatocellular Carcinoma after Radiofrequency Ablation. Cardiovasc Intervent Radiol 2021; 44:1551-1560. [PMID: 34036405 DOI: 10.1007/s00270-021-02872-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 05/12/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVES To investigate the prognostic value of pre-procedure neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) and construct a nomogram to predict disease-free survival (DFS) in patients receiving radiofrequency ablation (RFA) for hepatocellular carcinoma (HCC) within Milan criteria. METHODS The data of 515 patients of HCC within Milan criteria receiving RFA were retrospectively collected. The patients were divided into two groups: the training group (n = 382) and the validation group (n = 133). Several preprocedural variables were analyzed in the two groups to determine the prognostic factors. RESULTS The median DFS time of the training and validation group was 28.4 months and 24.5 months, respectively. Multivariate analyses showed that number of lesions, alpha-feto protein levels, NLR and PLR were independent risk factors of DFS. According to the time-dependent receiver operating characteristic curve (t-ROC), the optimal cutoff value of the NLR and PLR was 1.55 and 75.30, respectively, with sensitivity of 0.737 and 0.648 and specificity of 0.541 and 0.508, respectively. The area under curve (AUC) of the t-ROC curves for the NLR was 0.662 and PLR was 0.597. The DFS was significantly higher in the NLR ≤ 1.55 group compared to NLR > 1.55 group and the PLR ≤ 75.30 group compared to PLR > 75.30 group in both training and validation datasets. Nomogram was developed based on the prognostic factors indicated by the Cox regression to predict 1-, 2-, 3- and 5-year DFS probabilities. CONCLUSIONS The cutoff value of the NLR and PLR was 1.55 and 75.30. This new nomogram based on NLR and PLR may provide good and individualized prediction of recurrence for HCC patients within Milan criteria after RFA.
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Affiliation(s)
- Yi Chen
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.,Department of Interventional Radiology, First Hospital of Shanxi Medical University, Shanxi Province, Taiyuan, 030001, China
| | - Yi Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xin-Yuan Zhang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Qing-Sheng Fan
- Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, 100021, China
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yu-Jing Xin
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xiao-Jing Cao
- Department of Interventional Ultrasound, China-Japan Friendship Hospital, Beijing, 100021, China
| | - Ya-Nan Wang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xiang Zhou
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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Linye H, Zijing X, Wei P, Chao H, Chuan L, Tianfu W. Thymosin alpha-1 therapy improves postoperative survival after curative resection for solitary hepatitis B virus-related hepatocellular carcinoma: A propensity score matching analysis. Medicine (Baltimore) 2021; 100:e25749. [PMID: 34011034 PMCID: PMC8137107 DOI: 10.1097/md.0000000000025749] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 04/08/2021] [Indexed: 02/05/2023] Open
Abstract
Thymosin alpha-1 (Tα1) is an immunomodulatory and antiviral agent with potential effects on chronic hepatitis B and liver cancer. Its impact on solitary hepatocellular carcinoma (HCC) remains controversial, so we aimed to investigate the efficacy of Tα1 in solitary HBV-related HCC patients after curative resection.Between May 2010 and April 2016, 468 patients with solitary HBV-related HCC after curative resection were analyzed. Propensity score matching (PSM) was used to minimize confounding variables. Risk factors were identified by the Cox proportional hazards model. Recurrence-free survival (RFS) rates, overall survival (OS) rates, immunological, and virologic response were compared.The median follow up was 60.0 months. Immunological response improved in the Tα1 group compared with the control group (P < .001) but the virologic response was similar between 2 groups after 24 months. Patients with Tα1 therapy had better RFS and OS before (P = .018 and P < .001) and after (P = .006 and P < .001) propensity matching. Multivariate analysis revealed that Tα1 therapy was an independent prognostic factor for both OS (P < .001, HR = 0.308, 95% CI: 0.175-0.541) and RFS (P < .001, HR = 0.381, 95% CI: 0.229-0.633).Tα1 as an adjuvant therapy improves the prognosis of solitary HBV-related HCC patients after curative liver resection.
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MESH Headings
- Adult
- Carcinoma, Hepatocellular/mortality
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/therapy
- Carcinoma, Hepatocellular/virology
- Chemotherapy, Adjuvant/methods
- Disease-Free Survival
- Female
- Follow-Up Studies
- Hepatectomy
- Hepatitis B virus/isolation & purification
- Hepatitis B, Chronic/mortality
- Hepatitis B, Chronic/pathology
- Hepatitis B, Chronic/therapy
- Hepatitis B, Chronic/virology
- Humans
- Liver/pathology
- Liver/surgery
- Liver/virology
- Liver Neoplasms/mortality
- Liver Neoplasms/pathology
- Liver Neoplasms/therapy
- Liver Neoplasms/virology
- Male
- Middle Aged
- Neoplasm Recurrence, Local/epidemiology
- Neoplasm Recurrence, Local/prevention & control
- Prognosis
- Propensity Score
- Retrospective Studies
- Risk Factors
- Survival Rate
- Thymalfasin/therapeutic use
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Affiliation(s)
- He Linye
- Department of Thyroid & Parathyroid Surgery
| | - Xia Zijing
- Department of Rheumatology and Immunology
| | - Peng Wei
- Department of Liver Surgery and Liver Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - He Chao
- Department of Liver Surgery and Liver Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Li Chuan
- Department of Liver Surgery and Liver Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Wen Tianfu
- Department of Liver Surgery and Liver Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
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Gemcioglu E, Davutoglu M, Catalbas R, Karabuga B, Kaptan E, Aypak A, Kalem AK, Özdemir M, Yeşilova NY, Kalkan EA, Civak M, Kücüksahin O, Erden A, Ates I. Predictive values of biochemical markers as early indicators for severe COVID-19 cases in admission. Future Virol 2021. [PMCID: PMC8114836 DOI: 10.2217/fvl-2020-0319] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Aim: COVID-19 is a pandemic that causes high morbidity and mortality, especially in severe patients. In this study, we aimed to search and explain the relationship between biochemical markers, which are more common, easily available and applicable to diagnose and to stage the disease. Materials & methods: In this study, 609 patients were evaluated retrospectively. 11 biochemical parameters were included in analysis to explain the relationship with severity of disease. Results: Nearly, all the parameters that have been evaluated in this study were statistically valuable as a predictive parameter for severe disease. Areas under the curve of blood urea nitrogen (BUN)/albumin ratio (BAR), CALL score and lymphocyte/C-reactive protein ratio were 0.795, 0.778 and 0.770. The BAR and neutrophil/albumin ratios provide important prognostic information for decision-making in severe patients with COVID-19. Conclusion: High BAR and neutrophil/albumin ratios may be a better predictor of severity COVID-19 than other routinely used parameters in admission.
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Affiliation(s)
- Emin Gemcioglu
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Mehmet Davutoglu
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Ramis Catalbas
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Berkan Karabuga
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Enes Kaptan
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Adalet Aypak
- Ankara City Hospital, Department of Infectious Diseases & Clinical Microbiology, Ankara 06800, Turkey
| | - Ayse K Kalem
- Yıldırım Beyazıt University School of Medicine, Department of Infectious Diseases & Clinical Microbiology, Ankara 06800, Turkey
| | - Mustafa Özdemir
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Necati Y Yeşilova
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Emra A Kalkan
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Musa Civak
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Orhan Kücüksahin
- Yıldırım Beyazıt University School of Medicine, Department of Rheumatology, Ankara 06800, Turkey
| | - Abdulsamet Erden
- Ankara City Hospital, Department of Rheumatology, Ankara 06800, Turkey
| | - Ihsan Ates
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
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Kong W, Yang M, Zhang J, Cheng Y, Dai T, Zhang J, Wang G, Zhang J. Prognostic value of inflammation-based indices in patients with resected hepatocellular carcinoma. BMC Cancer 2021; 21:469. [PMID: 33906632 PMCID: PMC8077869 DOI: 10.1186/s12885-021-08153-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 04/06/2021] [Indexed: 01/20/2023] Open
Abstract
Background As is well recognized that inflammation plays a crucial role in the genesis and progression of various cancer. Here we investigate the prognostic value of a novel index: the combination of neutrophil to lymphocyte ratio and platelet distribution width (coNLR-PDW) in post-operation patients with resectable hepatocellular carcinoma (HCC). Methods The receiver operating characteristic (ROC) curve was utilized to determine the optimal cutoff values of continuous variables, including the neutrophil-lymphocyte ratio (NLR) and platelet distribution width (PDW). Kaplan-Meier method and the Log-rank test were used to compare survival differences across three groups stratified by the coNLR-PDW score. Univariate and multivariate Cox proportional hazard regression analyses were adopted to identify independent factors of HCC patient’s prognosis. Results 1.59 and 13.0 were perceived as the optimal cutoff value for NLR and PDW based on the ROC curve, respectively. Kaplan-Meier method revealed that a higher coNLR-PDW score predicts poorer overall survival (OS) and disease-free survival (DFS) (P < 0.001). coNLR-PDW was demonstrated as an independent factor for both OS and DFS using Cox regression analysis in training and validation cohort. Conclusion coNLR-PDW is recognized as a valuable biomarker for predicting the survival of patients with HCC. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08153-4.
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Affiliation(s)
- Weihao Kong
- Department of Emergency Surgery, Department of Emergency Medicine, the First affiliated hospital of Anhui Medical University, 218 Jixi Avenue, Hefei, 230022, China
| | - Mingwei Yang
- Department of Radiation Oncology, the First affiliated hospital of Anhui Medical University, Hefei, China
| | - Jianfeng Zhang
- Department of Hepatic Surgery and Liver Transplantation Center, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, China
| | - Ya Cheng
- Department of Emergency Surgery, Department of Emergency Medicine, the First affiliated hospital of Anhui Medical University, 218 Jixi Avenue, Hefei, 230022, China
| | - Tianxing Dai
- Department of Hepatic Surgery and Liver Transplantation Center, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, China
| | - Jian Zhang
- Department of Hepatic Surgery and Liver Transplantation Center, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, China.,Organ Transplantation Institute of Sun Yat-sen University, Guangzhou, China
| | - Guoying Wang
- Department of Hepatic Surgery and Liver Transplantation Center, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, China. .,Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
| | - Jianlin Zhang
- Department of Emergency Surgery, Department of Emergency Medicine, the First affiliated hospital of Anhui Medical University, 218 Jixi Avenue, Hefei, 230022, China.
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30
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Nakano M, Kuromatsu R, Niizeki T, Okamura S, Iwamoto H, Shimose S, Shirono T, Noda Y, Kamachi N, Koga H, Torimura T. Immunological inflammatory biomarkers as prognostic predictors for advanced hepatocellular carcinoma. ESMO Open 2021; 6:100020. [PMID: 33399083 PMCID: PMC7807940 DOI: 10.1016/j.esmoop.2020.100020] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/29/2020] [Accepted: 10/31/2020] [Indexed: 12/24/2022] Open
Abstract
Background The immunological inflammatory biomarkers for advanced hepatocellular carcinoma are unclear. We aimed to investigate the association of immunity and inflammatory status with treatment outcomes in patients with advanced hepatocellular carcinoma who received molecular-targeted agents as primary treatment. Patients and methods We enrolled 728 consecutive patients with advanced hepatocellular carcinoma who received sorafenib (n = 554) or lenvatinib (n = 174) as primary treatment in Japan between May 2009 and June 2020. Changes in the neutrophil-to-lymphocyte ratio before and 1 month after treatment and their impact on survival were evaluated. The cut-off values of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio for predicting overall and progression-free survival were calculated using receiver operating characteristic curves. Results The neutrophil-to-lymphocyte ratio, but not the platelet-to-lymphocyte ratio, was an independent prognostic factor. Patients with decreased neutrophil-to-lymphocyte ratio survived significantly longer than patients with increased neutrophil-to-lymphocyte ratio (median overall survival: 14.7 versus 10.4 months, P = 0.0110). Among patients with a low pre-treatment neutrophil-to-lymphocyte ratio, the overall survival did not differ significantly between those with decreased and those with increased neutrophil-to-lymphocyte ratio after 1 month (median: 19.0 versus 14.8 months, P = 0.1498). However, among patients with high pre-treatment neutrophil-to-lymphocyte ratio, those whose neutrophil-to-lymphocyte ratio decreased after 1 month showed significantly longer survival than those whose neutrophil-to-lymphocyte ratio increased (median: 12.7 versus 5.5 months, P < 0.0001). The therapeutic effect was not correlated with pre-treatment neutrophil-to-lymphocyte ratio or platelet-to-lymphocyte ratio. Conclusions The neutrophil-to-lymphocyte ratio is a prognostic factor, along with liver function and tumor markers, in patients with advanced hepatocellular carcinoma who received molecular-targeted agents as primary treatment. Thus, the neutrophil-to-lymphocyte ratio could be a prognostic biomarker for advanced hepatocellular carcinoma primarily treated with immunotherapy. NLR was an independent prognostic factor with advanced HCC, along with liver function and tumor markers. Patients with decreased NLR 1 month after treatment survived significantly longer than patients with increased NLR. The therapeutic effect was not correlated with pre-treatment NLR or PLR. NLR is a prognostic factor in patients with advanced HCC who received molecular-targeted agents as primary treatment. Thus, NLR could be a prognostic biomarker for advanced HCC treated with immunotherapy.
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Affiliation(s)
- M Nakano
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan.
| | - R Kuromatsu
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - T Niizeki
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - S Okamura
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - H Iwamoto
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - S Shimose
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - T Shirono
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Y Noda
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - N Kamachi
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - H Koga
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - T Torimura
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
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- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
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31
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Cha DI, Jang KM, Kim SH, Kim YK, Kim H, Ahn SH. Preoperative Prediction for Early Recurrence Can Be as Accurate as Postoperative Assessment in Single Hepatocellular Carcinoma Patients. Korean J Radiol 2020; 21:402-412. [PMID: 32193888 PMCID: PMC7082657 DOI: 10.3348/kjr.2019.0538] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 11/19/2019] [Indexed: 12/12/2022] Open
Abstract
Objective To evaluate the performance of predicting early recurrence using preoperative factors only in comparison with using both pre-/postoperative factors. Materials and Methods We retrospectively reviewed 549 patients who had undergone curative resection for single hepatcellular carcinoma (HCC) within Milan criteria. Multivariable analysis was performed to identify pre-/postoperative high-risk factors of early recurrence after hepatic resection for HCC. Two prediction models for early HCC recurrence determined by stepwise variable selection methods based on Akaike information criterion were built, either based on preoperative factors alone or both pre-/postoperative factors. Area under the curve (AUC) for each receiver operating characteristic curve of the two models was calculated, and the two curves were compared for non-inferiority testing. The predictive models of early HCC recurrence were internally validated by bootstrap resampling method. Results Multivariable analysis on preoperative factors alone identified aspartate aminotransferase/platelet ratio index (OR, 1.632; 95% CI, 1.056–2.522; p = 0.027), tumor size (OR, 1.025; 95% CI, 0.002–1.049; p = 0.031), arterial rim enhancement of the tumor (OR, 2.350; 95% CI, 1.297–4.260; p = 0.005), and presence of nonhypervascular hepatobiliary hypointense nodules (OR, 1.983; 95% CI, 1.049–3.750; p = 0.035) on gadoxetic acid-enhanced magnetic resonance imaging as significant factors. After adding postoperative histopathologic factors, presence of microvascular invasion (OR, 1.868; 95% CI, 1.155–3.022; p = 0.011) became an additional significant factor, while tumor size became insignificant (p = 0.119). Comparison of the AUCs of the two models showed that the prediction model built on preoperative factors alone was not inferior to that including both pre-/postoperative factors {AUC for preoperative factors only, 0.673 (95% confidence interval [CI], 0.623–0.723) vs. AUC after adding postoperative factors, 0.691 (95% CI, 0.639–0.744); p = 0.0013}. Bootstrap resampling method showed that both the models were valid. Conclusion Risk stratification solely based on preoperative imaging and laboratory factors was not inferior to that based on postoperative histopathologic risk factors in predicting early recurrence after curative resection in within Milan criteria single HCC patients.
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Affiliation(s)
- Dong Ik Cha
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyung Mi Jang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
| | - Seong Hyun Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Young Kon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Honsoul Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Soo Hyun Ahn
- Department of Mathematics, Ajou University, Suwon, Korea
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Arora SP, Ananth S, Ketchum N, Gelfond J, Michalek J, Mahalingam D. The efficacy and safety of sorafenib in older adults with advanced hepatocellular carcinoma: An analysis of a majority Hispanic cohort. J Geriatr Oncol 2020; 11:1157-1160. [PMID: 32273248 PMCID: PMC11147650 DOI: 10.1016/j.jgo.2020.03.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 03/01/2020] [Accepted: 03/30/2020] [Indexed: 01/14/2023]
Affiliation(s)
- Sukeshi Patel Arora
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA.
| | - Snegha Ananth
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Norma Ketchum
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jonathan Gelfond
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Joel Michalek
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Devalingam Mahalingam
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA; Feinberg School of Medicine at Northwestern University, Chicago, IL, USA
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Can Hematological Inflammatory Parameters Predict Mortality in Hepatocellular Carcinoma? J Gastrointest Cancer 2020; 52:666-675. [PMID: 32617832 DOI: 10.1007/s12029-020-00448-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is one of the most common malignant tumors. Inflammatory and hematological parameters such as neutrophil/lymphocyte ratio (NLR) and platelet/lymphocyte ratio (PLR) provided useful information especially in the diagnosis, treatment, and follow-up of malignancies. In this study, we planned to demonstrate the efficacy of NLR and PLR levels in the evaluation of the prognosis of patients with HCC in our clinic. MATERIAL AND METHODS This study was planned as a prospective observational cohort study. The study included 105 patients with HCC on the base of cirrhosis. Our study group was classified according to Barcelona Clinic Liver Cancer (BCLC), Okuda staging system, and Milan criteria at the time of admission. RESULTS The mean age of all cases was 60.6 ± 12.4 years, and 77 (73.3%) of the patients were male. The mean life expectancy of all patients was 7.7 ± 4.3 months. During 1-year follow-up, 61 (58.1%) HCC patients died. The mean survival of the patients who died was 4.6 ± 3.0 months. In our study, patients with NLR > 2.7, patients with PLR > 100.29, BCLC advanced stage, and Okuda advanced stage, and patients who did not meet the Milan criteria had shorter survival duration. NLR > 2.7, BCLC advanced stage, and Child C were determined as independent risk factors affecting mortality. CONCLUSION There was a strong correlation between NLR-PLR levels and mortality. PLR and NLR levels can be used in conjunction with other staging systems to regulate, monitor, and predict the survival of HCC patients.
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Szilasi Z, Jósa V, Zrubka Z, Mezei T, Vass T, Merkel K, Helfferich F, Baranyai Z. Neutrophil-To-Lymphocyte and Platelet-To-Lymphocyte Ratios as Prognostic Markers of Survival in Patients with Head and Neck Tumours-Results of a Retrospective Multicentric Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17051742. [PMID: 32155982 PMCID: PMC7084240 DOI: 10.3390/ijerph17051742] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/27/2020] [Accepted: 03/03/2020] [Indexed: 01/05/2023]
Abstract
BACKGROUND The neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) may be useful for drawing conclusions about the survival of head and neck squamous cell carcinoma (HNSCC) patients. METHODS Clinical data of 156 patients managed for HNSCC at two head and neck surgery centres were analyzed retrospectively. We studied the relationships between survival and PLR as well as NLR. RESULTS With regards to 5-year survival, the difference between the two groups with PLR values lower or higher than the threshold was statistically significant (p = 0.004), and we found the same for disease-free survival (p = 0.05), and tumour-specific mortality (p = 0.009). Concerning NLR, the difference in tumour-specific survival was statistically significant (p = 0.006). According to the multivariate analysis, NLR values higher than the threshold indicated an enhanced risk for overall as well as for tumour-specific mortality. CONCLUSION In HNSCC patients, a high NLR may be considered as an independent risk factor for 5-year overall survival.
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Affiliation(s)
- Zsuzsanna Szilasi
- Department of Otorhinolaryngology and Head and Neck Surgery, HDF Medical Centre, H-1134 Budapest, Hungary;
- Correspondence: ; Tel.: +36-30-280-3053; Fax: +36-1-4752711
| | - Valéria Jósa
- Department of Otorhinolaryngology and Head and Neck Surgery, Jahn Ferenc Hospital, H-1204 Budapest, Hungary;
| | - Zsombor Zrubka
- Department of Health Economics, Corvinus University of Budapest, H-1093 Budapest, Hungary;
| | - Tünde Mezei
- Department of Urology, Jahn Ferenc Hospital, H-1204 Budapest, Hungary;
| | - Tamás Vass
- Department of Surgery, Szent Imre Hospital, H-1115 Budapest, Hungary; (T.V.); (K.M.)
| | - Keresztély Merkel
- Department of Surgery, Szent Imre Hospital, H-1115 Budapest, Hungary; (T.V.); (K.M.)
| | - Frigyes Helfferich
- Department of Otorhinolaryngology and Head and Neck Surgery, HDF Medical Centre, H-1134 Budapest, Hungary;
| | - Zsolt Baranyai
- 1st Department of Surgery, Semmelweis University, H-1082 Budapest, Hungary;
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Chen L, Zeng F, Yao L, Fang T, Liao M, Long J, Xiao L, Deng G. Nomogram based on inflammatory indices for differentiating intrahepatic cholangiocarcinoma from hepatocellular carcinoma. Cancer Med 2020; 9:1451-1461. [PMID: 31903730 PMCID: PMC7013079 DOI: 10.1002/cam4.2823] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 12/18/2019] [Accepted: 12/22/2019] [Indexed: 12/12/2022] Open
Abstract
Objective To establish nomogram based on inflammatory indices for differentiating intrahepatic cholangiocarcinoma (ICC) from hepatocellular carcinoma (HCC). Methods A cohort of 422 patients with HCC or ICC hospitalized at Xiangya Hospital between January 2014 and December 2018 was included in the study. Univariate and multivariate analysis was performed to identify the independent differential factors. Through combining these independent differential factors, a nomogram was established for differential diagnosis between ICC and HCC. The accuracy of nomogram was evaluated by using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA). The results were validated using a prospective study on 98 consecutive patients operated on from January 2019 to November 2019 at the same institution. Results Sex (OR = 9.001, 95% CI: 3.268‐24.792, P < .001), hepatitis (OR = 0.323, 95% CI: 0.121‐0.860, P = .024), alpha‐fetoprotein (AFP) (OR = 0.997, 95% CI: 0.995‐1.000, P = .046), carbohydrate antigen 19‐9 (CA199) (OR = 1.016, 95% CI: 1.007‐1.025, P < .001), and aspartate transaminase‐to‐neutrophil ratio index (ANRI) (OR = 0.904, 95% CI: 0.843‐0.969, P = .004) were the independent differential factors for ICC. Nomogram was established with well‐fitted calibration curves through incorporating these 5 factors. Comparing model 1 including gender, hepatitis, AFP, and CA199 (C index = 0.903, 95% CI: 0.849‐0.957) and model 2 enrolling AFP and CA199 (C index = 0.850, 95% CI: 0.791‐0.908), the nomogram showed a better discrimination between ICC and HCC, with a C index of 0.920 (95% CI, 0.872‐0.968). The results were consistent in the validation cohort. DCA also confirmed the conclusion. Conclusion A nomogram was established for the differential diagnosis between ICC and HCC preoperatively, and better therapeutic choice would be made if it was applied in clinical practice.
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Affiliation(s)
- Lang Chen
- Xiangya Hospital, Central South University, Changsha, China
| | - Furong Zeng
- Xiangya Hospital, Central South University, Changsha, China
| | - Lei Yao
- Xiangya Hospital, Central South University, Changsha, China
| | - Tongdi Fang
- Xiangya Hospital, Central South University, Changsha, China
| | - Mengting Liao
- Xiangya Hospital, Central South University, Changsha, China
| | - Jing Long
- Xiangya Hospital, Central South University, Changsha, China
| | - Liang Xiao
- Xiangya Hospital, Central South University, Changsha, China
| | - Guangtong Deng
- Xiangya Hospital, Central South University, Changsha, China
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Yang Y, Xu H, Yang G, Yang L, Li J, Wang Y. The value of blood biomarkers of progression and prognosis in ALK-positive patients with non-small cell lung cancer treated with crizotinib. Asia Pac J Clin Oncol 2019; 16:63-69. [PMID: 31721468 DOI: 10.1111/ajco.13284] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Accepted: 10/10/2019] [Indexed: 12/22/2022]
Abstract
AIM Valuable and convenient prognostic predictors are essential for targeted therapy of non-small cell lung cancer (NSCLC). Patients with early-stage cancer and EGFR mutations who's neutrophils-to-lymphocytes rate (NLR) could be prognostic factor to evaluate efficacy. However, the prognostic role of NLR in patients receiving ALK inhibitors has not been established. Additionally, the relation between the efficacy of ALK inhibitors and derived NLR (dNLR), platelets-to-lymphocytes rate (PLR), white blood cells (WBC) and hemoglobin (HGB) are still unknown. METHODS This is a retrospective single-center study and enrolled 113 staged IIIB-IV ALK-positive NSCLC patients who had received crizotinib treatment. Pretreatment NLR, dNLR, PLR, WBC, HGB were collected and calculated. Cox regression analysis were conducted to study the prognostic roles of NLR, dNLR, PLR, WBC, and HGB on progression-free survival (PFS) and overall survival (OS). Z-test was utilized to identify the difference among all predictive factors' receiver-operating characteristics (ROC) curves. RESULTS The median PFS and OS were 10.1 and 23.4 months. Elevated NLR, dNLR, PLR and decreased HGB were associated with worse PFS (95% confidence interval [CI], 1.078-2.304, P = 0.018; 95% CI, 1.043-2.222, P = 0.028; 95% CI, 1.257-2.757, P = 0.002; 95% CI, 0.368-0.843, P = 0.005, respectively) and OS (95% CI, 1.698-5.721, P < 0.001; 95% CI, 1.273-3.984, P = 0.005; 95% CI, 2.174-6.347, P < 0.001; 95% CI, 0.246-0.710, P = 0.001, respectively). Z-test revealed there were no significant differences between single factors or combination of them to predict the efficacy. CONCLUSIONS Trend of NLR, dNLR, PLR and WBC could be used to identify patients progress status in ALK-positive NSCLC patients receiving crizotinib. Combination of all biomarkers is no superior to single biomarker.
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Affiliation(s)
- Yaning Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Haiyan Xu
- Department of Comprehensive, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Guangjian Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lu Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Junling Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Takahashi K, Liang C, Oda T, Ohkohchi N. Platelet and liver regeneration after liver surgery. Surg Today 2019; 50:974-983. [PMID: 31720801 DOI: 10.1007/s00595-019-01890-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 08/03/2019] [Indexed: 02/06/2023]
Abstract
The success of liver surgery, including resection and transplantation, is largely dependent on the ability of the liver to regenerate. Despite substantial improvement in surgical techniques and perioperative care, one of the main concerns is post-hepatectomy liver failure and early allograft dysfunction, both of which are associated with impaired liver regeneration. Recent studies have demonstrated the positive role of platelets in promoting liver regeneration and protecting hepatocytes; however, the underlying mechanisms responsible for these effects are not fully understood. In this review, we updated the accumulated evidence of the role of platelets in promoting liver regeneration, with a focus on liver resection and liver transplantation. The goal of these studies was to support the clinical implementation of platelet agents, such as thrombopoietin receptor agonists, to augment liver regeneration after liver surgery. This "platelet therapy" may become a treatment choice for post-hepatectomy liver failure and early allograft dysfunction.
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Affiliation(s)
- Kazuhiro Takahashi
- Department of Surgery, University of Tsukuba, 1-1-1, Tennoudai, Tsukuba, Ibaraki, 305-8575, Japan.,Department of Surgery, Mito Central Hospital, 1136-1, Rokutanda-cho, Mito, 311-1135, Japan
| | - Chen Liang
- Department of Surgery, University of Tsukuba, 1-1-1, Tennoudai, Tsukuba, Ibaraki, 305-8575, Japan.,Department of Surgery, Mito Central Hospital, 1136-1, Rokutanda-cho, Mito, 311-1135, Japan
| | - Tatsuya Oda
- Department of Surgery, University of Tsukuba, 1-1-1, Tennoudai, Tsukuba, Ibaraki, 305-8575, Japan.,Department of Surgery, Mito Central Hospital, 1136-1, Rokutanda-cho, Mito, 311-1135, Japan
| | - Nobuhiro Ohkohchi
- Department of Surgery, University of Tsukuba, 1-1-1, Tennoudai, Tsukuba, Ibaraki, 305-8575, Japan. .,Department of Surgery, Mito Central Hospital, 1136-1, Rokutanda-cho, Mito, 311-1135, Japan.
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38
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Sun S, Wang X, Chen J. Using Pre-Treatment Neutrophil-to-Lymphocyte Ratio to Predict the Prognosis of Young Patients with Hepatocellular Carcinoma Implemented Minimally Invasive Treatment. J Adolesc Young Adult Oncol 2019; 9:85-89. [PMID: 31621472 DOI: 10.1089/jayao.2019.0046] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Purpose: Neutrophil-to-lymphocyte ratio (NLR) is considered as a prognostic factor in some patients with hepatocellular carcinoma (HCC). This factor has not been extensively examined in young HCC patients. The objective of this study is to assess whether pre-treatment NLR could predict the survival in young HCC patients implemented minimally invasive treatment. Methods: Young HCC patients treated by transarterial chemoembolization (TACE) combined with radiofrequency ablation (RFA) at our institutes from 2008 to 2017 were retrospectively reviewed. The best cutoff value of NLR was determined with time-dependent receiver operating characteristic curve analysis. The associations between overall survival and various potential risk factors, including tumor size, vascular invasion, hepatitis B virus infection, Child-Pugh scores, Barcelona Clinic Liver Cancer (BCLC) stage, aspartate aminotransferase (AST), and NLR, were analyzed. Results: Data were collected from 47 HCC patients who were <45 years old (range 30-44). In univariate analysis, vascular invasion (p = 0.001), tumor maximum diameter (p = 0.000), BCLC stage (p = 0.001), HBsAg positive (p = 0.025), AST ≥2 × upper limits of normal (ULN) (p = 0.027), and NLR ≥3.09 (p = 0.027) were predictors for poor survival in young HCC patients treated by TACE combined with RFA. The multivariate Cox proportional hazard model analysis showed that except NLR (hazard ratio [HR] = 0.720, 95% CI 0.287-1.808, p = 0.485), tumor maximum diameter ≥5 cm (HR = 0.444, 95% CI 0.199-0.991, p = 0.047) and AST ≥2 × ULN (HR = 4.578, 95% CI 1.544-13.575, p = 0.006) were independent indicators for poor prognosis. Conclusion: Pre-treatment NLR ≥3.09 is related to poor prognosis of young HCC patients implemented minimally invasive treatment. However, it is not an independent indicator for prognosis.
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Affiliation(s)
- Shasha Sun
- Department of Oncology, Capital Medical University Affiliated Beijing Ditan Hospital, Beijing, China
| | - Xiangyi Wang
- Department of Oncology, Peking University International Hospital, Beijing, China
| | - Jinglong Chen
- Department of Oncology, Capital Medical University Affiliated Beijing Ditan Hospital, Beijing, China
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39
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Platelets and Hepatocellular Cancer: Bridging the Bench to the Clinics. Cancers (Basel) 2019; 11:cancers11101568. [PMID: 31618961 PMCID: PMC6826649 DOI: 10.3390/cancers11101568] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 10/10/2019] [Accepted: 10/14/2019] [Indexed: 02/06/2023] Open
Abstract
Growing interest is recently being focused on the role played by the platelets in favoring hepatocellular cancer (HCC) growth and dissemination. The present review reports in detail both the experimental and clinical evidence published on this topic. Several growth factors and angiogenic molecules specifically secreted by platelets are directly connected with tumor progression and neo-angiogenesis. Among them, we can list the platelet-derived growth factor, the vascular endothelial growth factor, the endothelial growth factor, and serotonin. Platelets are also involved in tumor spread, favoring endothelium permeabilization and tumor cells’ extravasation and survival in the bloodstream. From the bench to the clinics, all of these aspects were also investigated in clinical series, showing an evident correlation between platelet count and size of HCC, tumor biological behavior, metastatic spread, and overall survival rates. Moreover, a better understanding of the mechanisms involved in the platelet–tumor axis represents a paramount aspect for optimizing both current tumor treatment and development of new therapeutic strategies against HCC.
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40
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Guo Y, Chua DW, Koh YX, Lee SY, Cheow PC, Kam JH, Teo JY, Chow PK, Chung AY, Ooi LL, Chan CY, Goh BKP. Preoperative Predictors Including the Role of Inflammatory Indices in Predicting Early Recurrence After Re-resection for Recurrent Hepatocellular Carcinoma. World J Surg 2019; 43:2587-2594. [PMID: 31222641 DOI: 10.1007/s00268-019-05051-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Repeat liver resection (RLR) for recurrent HCC (rHCC) is a widely accepted treatment modality. However, early recurrence rate is high, frequently resulting in futile resection. We performed this study to evaluate preoperative factors, including the value of inflammatory indices, in predicting early (<1 year) recurrence in patients who underwent RLR for rHCC. This may help clinicians better select patients for RLR, while excluding cases in which RLR for rHCC would likely be futile. METHODS This is a retrospective study of 80 patients where 90 operative cases of RLR and 84 cases of early recurrence (<1 year) post-RLR were evaluated. Preoperative predictors of early recurrence and overall survival (OS) were assessed. RESULTS There were 31 (34.4%) early recurrences with a 5-year OS of 38.9%. Elevated platelet-to-lymphocyte ratio (PLR) >103.6 was a significant independent preoperative predictor of both early recurrence, relative risk (RR) 4.284 (P = 0.001) and OS, RR 2.139 (P = 0.027), while alphafetoprotein (AFP) ≥ 200 was a significant independent preoperative predictor of early recurrence only, RR 11.655 (P = 0.030). Patients were followed-up at a median of 14.3 months with 54.8% developing intrahepatic recurrences and 19.4% developing extrahepatic recurrences. CONCLUSION Both, elevated PLR and AFP ≥ 200 were independent predictors of early (<1 year) recurrence after RLR for rHCC, while only an elevated PLR was an independent preoperative prognosticators of overall survival. Indication for RLR should be carefully discussed in patients with relapsed HCC with an elevated PLR, due to the potential of early recurrence and poor overall survival.
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Affiliation(s)
- Yuxin Guo
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
| | - Darren W Chua
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
| | - Ye-Xin Koh
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Ser-Yee Lee
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Peng-Chung Cheow
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Juinn-Huar Kam
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Jin-Yao Teo
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
| | - Pierce K Chow
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Alexander Y Chung
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - London L Ooi
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Chung-Yip Chan
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Brian K P Goh
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, 20 College Road, Singapore, 169608, Singapore.
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore.
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Guner A, Kim HI. Biomarkers for Evaluating the Inflammation Status in Patients with Cancer. J Gastric Cancer 2019; 19:254-277. [PMID: 31598370 PMCID: PMC6769371 DOI: 10.5230/jgc.2019.19.e29] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 08/01/2019] [Accepted: 08/14/2019] [Indexed: 12/13/2022] Open
Abstract
Inflammation can be a causative factor for carcinogenesis or can result from a consequence of cancer progression. Moreover, cancer therapeutic interventions can also induce an inflammatory response. Various inflammatory parameters are used to assess the inflammatory status during cancer treatment. It is important to select the most optimal biomarker among these parameters. Additionally, suitable biomarkers must be examined if there are no known parameters. We briefly reviewed the published literature for the use of inflammatory parameters in the treatment of patients with cancer. Most studies on inflammation evaluated the correlation between host characteristics, effect of interventions, and clinical outcomes. Additionally, the levels of C-reactive protein, albumin, lymphocytes, and platelets were the most commonly used laboratory parameters, either independently or in combination with other laboratory parameters and clinical characteristics. Furthermore, the immune parameters are classically examined using flow cytometry, immunohistochemical staining, and enzyme-linked immunosorbent assay techniques. However, gene expression profiling can aid in assessing the overall peri-interventional immune status. The checklists of guidelines, such as STAndards for Reporting of Diagnostic accuracy and REporting recommendations for tumor MARKer prognostic studies should be considered when designing studies to investigate the inflammatory parameters. Finally, the data should be interpreted after adjusting for clinically important variables, such as age and cancer stage.
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Affiliation(s)
- Ali Guner
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea.,Department of General Surgery, Faculty of Medicine, Karadeniz Technical University, Trabzon, Turkey.,Department of Biostatistics and Medical Informatics, Institute of Medical Science, Karadeniz Technical University, Trabzon, Turkey
| | - Hyoung-Il Kim
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea.,Open NBI Convergence Technology Research Laboratory, Severance Hospital, Yonsei University Health System, Seoul, Korea.,Gastric Cancer Center, Yonsei Cancer Hospital; Seoul, Korea
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Wu MT, He SY, Chen SL, Li LF, He ZQ, Zhu YY, He X, Chen H. Clinical and prognostic implications of pretreatment albumin to C-reactive protein ratio in patients with hepatocellular carcinoma. BMC Cancer 2019; 19:538. [PMID: 31164099 PMCID: PMC6549313 DOI: 10.1186/s12885-019-5747-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 05/23/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Despite recent advances in the treatments of hepatocellular carcinoma (HCC), the prognosis of HCC patients remains controversial. The purpose of this study was to investigate the prognostic performance of pretreatment albumin to C-reactive protein ratio (ACR) in patients with HCC. METHODS This study included 409 initially diagnosed HCC patients retrospectively. The optimal cut-off points for distinguishing high and low ACR value was determined by the X-tile software. The chi-squared test was used for comparing the baseline clinicopathologic parameters in different groups and subgroups. The Cox regression with log-rank tests was used to analyze OS and DFS, and Kaplan-Meier curves was used to estimate the prognosis of HCC patients. RESULTS Patients with lower ACR were significantly correlated with advanced clinical parameters, using a cut-off points of 5.4 (high ACR, n = 236 vs. low ACR, n = 173). Multivariate analysis demonstrated that ACR was associated with OS (HR = 0.544, 95% CI: 0.385-0.769, p = 0.001), with DFS (HR = 0.550, 95% CI: 0.392-0.772, p = 0.001). Treatment exposure (HR = 2.191; 95% CI: 1.533-3.132; p < 0.001), tumor size (HR = 1.973; 95% CI: 1.230-3.164; p = 0.005), serum AFP level (HR = 1.752; 95% CI: 1.277-2.403; p = 0.001), and TNM stage (HR = 0.470; 95% CI: 0.319-2.504; p < 0.001), were independent factors for OS in HCC patients. Treatment exposure (HR = 2.244; 95% CI: 1.590-3.166; p < 0.001), TNM stage (HR = 2.075; 95% CI: 1.436-3.000; p < 0.001), serum AFP level (HR = 1.819; 95% CI: 1.340-2.469; p = 0.001), tumor size (HR = 1.730; 95% CI: 1.113-2.689; p = 0.015), and ACR (HR = 0.550; 95% CI: 0.392-0.772; p = 0.001) were independent factors for DFS in HCC patients. CONCLUSIONS Pretreatment ACR is a convenient and useful parameter for HCC patients predicting OS and DFS. Lower ACR was associated with advanced TNM stage, larger tumor size, and a high concentration of AFP. These results may help to design strategies to personalize management approaches among HCC patients.
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Affiliation(s)
- Mian-Tao Wu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Su-Yin He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Shu-Lin Chen
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lin-Fang Li
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zheng-Qiang He
- Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yuan-Ying Zhu
- Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xia He
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China. .,Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
| | - Hao Chen
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China. .,Department of Laboratory Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
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Meischl T, Rasoul-Rockenschaub S, Györi G, Sieghart W, Reiberger T, Trauner M, Soliman T, Berlakovich G, Pinter M. C-reactive protein is an independent predictor for hepatocellular carcinoma recurrence after liver transplantation. PLoS One 2019; 14:e0216677. [PMID: 31141535 PMCID: PMC6541257 DOI: 10.1371/journal.pone.0216677] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Accepted: 04/26/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Serum C-reactive protein (CRP) is a prognostic factor for overall survival (OS) and recurrence of hepatocellular carcinoma (HCC) in patients treated with resection or non-surgical treatment. Here, we investigated the association of elevated CRP (≥1 vs. <1 mg/dL) with (i) recurrence of HCC and (ii) OS after liver transplantation (LT). METHODS Adult HCC patients undergoing orthotopic deceased donor LT at the Medical University of Vienna between 1997 and 2014 were retrospectively analysed. RESULTS Among 216 patients included, 132 (61.1%) were transplanted within the Milan criteria and forty-two patients (19.4%) had microvascular invasion on explant histology. Seventy patients (32.4%) showed elevated CRP (≥ 1 mg/dL). On multivariate analysis, a CRP ≥ 1 mg/dL was an independent risk factor for HCC recurrence with a 5-year recurrence rate of 27.4% vs. 16.4% (HR 2.33; 95% CI 1.13-4.83; p = 0.022). OS was similar in patients with normal vs. elevated CRP levels. CONCLUSIONS Elevated serum CRP is associated with HCC recurrence after LT and may be a marker for more aggressive tumor biology. Future studies should evaluate whether patients with elevated pre-transplant CRP levels benefit from closer monitoring for HCC recurrence.
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Affiliation(s)
- Tobias Meischl
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
- Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
| | | | - Georg Györi
- Division of Transplantation, Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Wolfgang Sieghart
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
- Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
| | - Thomas Reiberger
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Medical University of Vienna, Vienna, Austria
| | - Michael Trauner
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Thomas Soliman
- Division of Transplantation, Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Gabriela Berlakovich
- Division of Transplantation, Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Matthias Pinter
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
- Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
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Kabir T, Ye M, Mohd Noor NA, Woon W, Junnarkar SP, Shelat VG. Preoperative Neutrophil-to-Lymphocyte Ratio Plus Platelet-to-Lymphocyte Ratio Predicts the Outcomes after Curative Resection for Hepatocellular Carcinoma. Int J Hepatol 2019; 2019:4239463. [PMID: 31065387 PMCID: PMC6466930 DOI: 10.1155/2019/4239463] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 10/21/2018] [Accepted: 01/02/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND In recent years, inflammation-based scoring systems have been reported to predict survival in Hepatocellular Carcinoma (HCC). The aim of our study was to validate combined preoperative Neutrophil-to-Lymphocyte ratio (NLR)-Platelet-to-Lymphocyte ratio (PLR) in predicting overall survival (OS) and recurrence free survival (RFS) in patients who underwent curative resection for HCC. METHODS We conducted a retrospective study of HCC patients underwent liver resection with curative intent from January 2010 to December 2013. Receiver-operating characteristic (ROC) curve analysis was used to determine the optimal cut-off values for NLR and PLR. Patients with both NLR and PLR elevated were allocated a score of 2; patients showing one or neither of these indices elevated were accorded a score of 1 or 0, respectively. RESULTS 132 patients with a median age of 66 years (range 18-87) underwent curative resection for HCC. Overall morbidity was 30.3%, 30-day mortality was 2.3%, and 90-day mortality was 6.8%. At a median follow-up of 24 months (range 1-88), 25% patients died, and 40.9% had recurrence. On multivariate analysis, elevated preoperative NLR-PLR was predictive of both OS (HR 2.496; CI 1.156-5.389; p=0.020) and RFS (HR 1.917; CI 1.161-3.166; p=0.011). The 5-year OS was 76% for NLR-PLR=0 group, 21.7% for the NLR-PLR=1 group, and 61.1% for the NLR-PLR=2 group, respectively. The 5-year RFS was 39.3% for the NLR-PLR=0 group, 18.4% for the NLR-PLR=1 group, and 21.1% for the NLR-PLR=2 group, respectively. CONCLUSION The preoperative NLR-PLR is predictive of both OS and RFS in patients with HCC undergoing curative liver resection.
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Affiliation(s)
- T. Kabir
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
| | - M. Ye
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
| | - N. A. Mohd Noor
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
| | - W. Woon
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
| | - S. P. Junnarkar
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
| | - V. G. Shelat
- Department of General Surgery, Tan Tock Seng Hospital, Singapore
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Wang J, Zhu QW, Cheng XY, Liu JY, Zhang LL, Tao YM, Cui YB, Wei Y. Assessment efficacy of neutrophil-lymphocyte ratio and monocyte-lymphocyte ratio in preeclampsia. J Reprod Immunol 2019; 132:29-34. [PMID: 30861482 DOI: 10.1016/j.jri.2019.02.001] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2018] [Revised: 01/29/2019] [Accepted: 02/04/2019] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Abnormal changes in immune-mediated inflammation contribute to the pathogenesis of preeclampsia (PE). We aim to investigate the value of systemic immune inflammation indices-neutrophil-lymphocyte ratio (NLR) and monocyte-lymphocyte ratio (MLR)-to identify and evaluate the prognosis of patients with PE. METHODS This study reviewed clinical records of 367 PE patients (162 with mild PE and 205 with severe PE), in addition to a control group of 172 normal pregnancies. Blood cell counts were performed at the first diagnosis of PE, and NLR and MLR were calculated by absolute cell count. RESULTS Absolute neutrophil, lymphocyte, and monocyte counts and NLR and MLR values in PE were significantly different from controls, although monocyte counts did not significantly differ between mild and severe PE. Receiver operating characteristics curve (ROC) analysis showed NLR and MLR had better diagnostic accuracy in distinguishing PE from controls [NLR area under the curve (AUC) = 0.70; MLR AUC = 0.78]. Further, NLR was the best predictor of disease severity (AUC = 0.71). Cutoff values of NLR > 4.198 or MLR > 0.325 for control and PE groups or a cutoff value of NLR > 4.182 for PE groups indicated that patients were more likely to encounter preterm delivery, have shorter admission-to-delivery interval, and develop maternal and neonatal complications. CONCLUSION Secondary analyses of white blood cell differential count parameters effectively evaluate the systemic inflammatory/immune state. Compared with absolute cell counts, NLR and MLR offer more effective indicators of clinical assessment, disease severity evaluation, and prognosis evaluation of PE.
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Affiliation(s)
- Jing Wang
- Department of Clinical Laboratory, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Qing-Wen Zhu
- Department of Clinical Laboratory, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Xiao-Yan Cheng
- Department of Obstetrics, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Jiang-Yue Liu
- Department of Clinical Laboratory, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Lin-Li Zhang
- Department of Clinical Laboratory, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Yu-Mei Tao
- Department of Pathology, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China
| | - Yu-Bao Cui
- Department of Clinical Laboratory, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi, Jiangsu, China.
| | - Ye Wei
- Department of Clinical Laboratory, Nantong Women and Children Health Care Hospital, Nantong, Jiangsu, China.
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Hu Z, Chen H, Chen S, Huang Z, Qin S, Zhong J, Qin X, Li S. The value of neutrophil to lymphocyte ratio and gamma-glutamyl transpeptidase to platelet ratio in patients with hepatocellular carcinoma. Medicine (Baltimore) 2019; 98:e14749. [PMID: 30817633 PMCID: PMC6831363 DOI: 10.1097/md.0000000000014749] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Our study aimed to evaluate the value of neutrophil to lymphocyte ratio (NLR) and gamma-glutamyl transpeptidase to platelet ratio (GPR) in patients with hepatocellular carcinoma (HCC).A total of 565 patients with pathological diagnosis of HCC were retrospectively analyzed and 414 patients diagnosed with cirrhosis were treated as a control group. All clinical materials were collected from the First Affiliated Hospital of Guangxi Medical University.The preintervention NLR, GPR, and α-fetoprotein (AFP) were significantly higher in HCC patients than in the controls (PNLR < .000, PGPR < .000, PAFP < .000). The NLR and GPR were correlated with the Barcelona clinic liver cancer (BCLC) stages, Child-Pugh grades, and tumor size, but not with Edmondson-Steiner grades. Combined use of NLR or GPR with AFP produced larger area under the curve (AUC) (AUCNLR+AFP = 0.916; AUCNLR+AFP = 0.953) than NLR (P < .000), GPR (P < .000), or AFP (P < .000) used alone.The preintervention hematologic parameters (NLR and GPR) studied herein were associated with the BCLC stages of HCC. Combined use of NLR or GPR with AFP may improve early detection and diagnosis of HCC.
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Affiliation(s)
- Zuojian Hu
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Huaping Chen
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Siyuan Chen
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Zhili Huang
- Department of Blood Transfusion of the Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shanzi Qin
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Jianing Zhong
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Xue Qin
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
| | - Shan Li
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University
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Zarour LR, Billingsley KG, Walker BS, Enestvedt CK, Orloff SL, Maynard E, Mayo SC. Hepatic resection of solitary HCC in the elderly: A unique disease in a growing population. Am J Surg 2019; 217:899-905. [PMID: 30819401 DOI: 10.1016/j.amjsurg.2019.01.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 12/11/2018] [Accepted: 01/14/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Management of elderly patients with solitary hepatocellular carcinoma (sHCC) is challenging with perceived clinicopathologic differences driving treatment options. We sought to determine factors predictive of disease control and survival after hepatic resection of sHCC in elderly patients. METHODS We identified n = 45 elderly patients (³≥65 yo) with sHCC treated with hepatic resection alone from our prospective database from 2003-16. Clinicopathologic data were analyzed and survival was assessed from the time of hepatic resection. RESULTS The median age was 75-years-old. Less than half of patients (47%) had viral hepatitis. At resection, the median Child-Pugh score was A6, median tumor size 5 cm, and mean AFP of 1050 (ng/mL). Major hepatectomy was performed in 23 patients (51%) with R0 resection achieved in 96%. Two patients (4%) had Grade III complications with no mortalities at 30 days and one death (2%) at 90-days. After R0 resection 44% (n = 20) had intrahepatic recurrence at a median of 32 months (95% CI: 15-46) with 20% (n = 9) developing extrahepatic recurrence at a median of 78 months (95% CI: 78-.). The median survival was 72 months (95% CI: 30-108 months). For patients with at least 3 years of follow-up, the 1-, 3-, and 5-year overall survival was 74%, 59%, and 50%, respectively. Mortality was associated with higher AFP and lower Prognostic Nutritional Index (PNI). CONCLUSION Carefully selected elderly patients with sHCC appear to have unique disease that is amenable to hepatic resection with low morbidity and mortality with excellent overall and recurrence-free survival.
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Affiliation(s)
- Luai R Zarour
- Oregon Heath & Science University (OHSU), Department of Surgery, Division of Surgical Oncology, Portland, OR, 97239, USA
| | - Kevin G Billingsley
- Oregon Heath & Science University (OHSU), Department of Surgery, Division of Surgical Oncology, Portland, OR, 97239, USA; The Knight Cancer Institute at OHSU, Portland, OR, 97239, USA
| | - Brett S Walker
- Oregon Heath & Science University (OHSU), Department of Surgery, Division of Surgical Oncology, Portland, OR, 97239, USA
| | - C Kristian Enestvedt
- OHSU, Department of Surgery, Division of Transplant Surgery, Portland, OR, 97239, USA
| | - Susan L Orloff
- OHSU, Department of Surgery, Division of Transplant Surgery, Portland, OR, 97239, USA
| | - Erin Maynard
- OHSU, Department of Surgery, Division of Transplant Surgery, Portland, OR, 97239, USA
| | - Skye C Mayo
- Oregon Heath & Science University (OHSU), Department of Surgery, Division of Surgical Oncology, Portland, OR, 97239, USA; The Knight Cancer Institute at OHSU, Portland, OR, 97239, USA.
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Pardo F, Pons JA, Castells L, Colmenero J, Gómez MÁ, Lladó L, Pérez B, Prieto M, Briceño J. VI consensus document by the Spanish Liver Transplantation Society. Cir Esp 2019; 96:326-341. [PMID: 29776591 DOI: 10.1016/j.ciresp.2017.12.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 11/19/2017] [Accepted: 12/13/2017] [Indexed: 12/20/2022]
Abstract
The goal of the Spanish Liver Transplantation Society (La Sociedad Española de Trasplante Hepático) is to promote and create consensus documents about current topics in liver transplantation with a multidisciplinary approach. To this end, on October 20, 2016, the 6th Consensus Document Meeting was held, with the participation of experts from the 24 authorized Spanish liver transplantation programs. This Edition discusses the following subjects, whose summary is offered below: 1) limits of simultaneous liver-kidney transplantation; 2) limits of elective liver re-transplantation; and 3) liver transplantation after resection and hepatocellular carcinoma with factors for a poor prognosis. The consensus conclusions for each of these topics is provided below.
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Affiliation(s)
- Fernando Pardo
- Sociedad Española de Trasplante Hepático, Unidad de Trasplante Hepático, Clínica Universitaria de Navarra, Pamplona, España
| | - José Antonio Pons
- Sociedad Española de Trasplante Hepático, Unidad de Trasplante Hepático, Hospital Virgen de la Arrixaca, Murcia, España
| | - Lluís Castells
- Unidad de Trasplante Hepático, Hospital Vall d'Hebron, Barcelona, España
| | - Jordi Colmenero
- Unidad de Trasplante Hepático, Hospital Clínic, Barcelona, España
| | - Miguel Ángel Gómez
- Unidad de Trasplante Hepático, Hospital Virgen del Rocío, Sevilla, España
| | - Laura Lladó
- Unidad de Trasplante Hepático, Hospital de Bellvitge, Barcelona, España
| | - Baltasar Pérez
- Unidad de Trasplante Hepático, Hospital Universitario de Valladolid, Valladolid, España
| | - Martín Prieto
- Unidad de Trasplante Hepático, Hospital Universitario La Fe, Valencia, España
| | - Javier Briceño
- Comité Científico de la Sociedad Española de Trasplante Hepático, Unidad de Trasplante Hepático, Hospital Universitario Reina Sofía, Córdoba, España.
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Uchinaka E, Amisaki M, Morimoto M, Tokuyasu N, Sakamoto T, Honjo S, Saito H, Fujiwara Y. Utility and Limitation of Preoperative Neutrophil Lymphocyte Ratio as a Prognostic Factor in Hepatocellular Carcinoma. Yonago Acta Med 2018. [PMID: 30636915 DOI: 10.33160/yam.2018.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Background The neutrophil lymphocyte ratio (NLR) has been proposed to be a surrogate marker of inflammation and immunological status and to have prognostic value in various malignancies. This study was conducted to clarify the prognostic significance of preoperative NLR in hepatocellular carcinoma (HCC). Methods We enrolled 135 patients with histologically-proven HCC who underwent initial curative hepatectomy. Based on the median NLR values, patients were divided into: NLR ≥ 2.0 (NLR-high, n = 69) and NLR < 2.0 (NLR-low, n = 66). Results In univariate analysis, the 5-year overall survival (OS) rates were 59.8 % ± 6.7% and 75.6% ± 6.5% (P = 0.028) in the NLR-high and NLR-low groups, respectively. Furthermore, the 5-year disease specific survival rates were 68.6% ± 6.7%, and 81.2 ± 6.4% (P = 0.048) in the NLR-high and NLR-low groups, respectively. Conclusion Our results showed that high NLR was an independent predictor for OS in hepatectomy-treated HCC, suggesting that NLR may be a novel prognostic biomarker for HCC. On the other hand, NLR also has a limitation to predict postoperative prognosis of HCC patients by itself.
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Affiliation(s)
- Ei Uchinaka
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Masataka Amisaki
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Masaki Morimoto
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Naruo Tokuyasu
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Teruhisa Sakamoto
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Soichiro Honjo
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Hiroaki Saito
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
| | - Yoshiyuki Fujiwara
- Division of Surgical Oncology, Department of Surgery, School of Medicine, Tottori University Faculty of Medicine, Yonago 683-8504, Japan
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Low levels of glycoprotein 96 indicate a worse prognosis in early-stage hepatocellular carcinoma patients after hepatectomy. Hum Pathol 2018; 86:193-202. [PMID: 30529751 DOI: 10.1016/j.humpath.2018.11.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/17/2018] [Accepted: 11/23/2018] [Indexed: 02/08/2023]
Abstract
Heat shock proteins are a highly conserved group of cellular proteins and are up-expressed in hepatocellular carcinoma (HCC). As a member of the heat shock protein-90 family, glycoprotein 96 (gp96) modulates immunity and tumorigenicity, is increased during the development of HCC from normal liver tissue, and is considered a pro-oncogenic chaperone. However, the prognostic value of gp96 has not been well clarified. The purpose of this study was to investigate the relationship between gp96 and survival of postoperative HCC patients. The expressions of gp96 protein and messenger RNA were measured by immunohistochemistry and real-time quantitative polymerase chain reaction, respectively. The relations between gp96 expression level and clinicopathological factors were analyzed. Kaplan-Meier survival and Cox regression analyses were used to identify factors associated with prognosis. All normal liver tissue exhibited low gp96 expression, whereas high gp96 expression was present in 54% of HCC tissues. The expression of gp96 protein was inversely correlated with TNM stage (P = .037) and tumor recurrence (P = .004). Low gp96 expression was an independent risk factor for poor postoperative disease-free survival (hazard ratio, 0.385; 95% confidence interval, 0.226-0.655; P < .001), and overall survival (hazard ratio, 0.345; 95% confidence interval, 0.187-0.637; P = .001). Stratification analysis indicated that high gp96 had better predictive value for tumor recurrence in HCC patients with normal serum α-fetoprotein levels or with TNM stage I and tumor differentiation I-II HCC. In conclusion, gp96 is a potential and reliable prognostic biomarker for tumor recurrence and overall survival in HCC patients after curative resection.
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