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Shao Q, Li J, Wu Y, Liu X, Wang N, Jiang Y, Zhao Q, Zhao G. Enhanced Predictive Value of Lipid Accumulation Product for Identifying Metabolic Syndrome in the General Population of China. Nutrients 2023; 15:3168. [PMID: 37513586 PMCID: PMC10383986 DOI: 10.3390/nu15143168] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/15/2023] [Accepted: 07/16/2023] [Indexed: 07/30/2023] Open
Abstract
The purpose of this research was to evaluate the lipid accumulation product (LAP)'s accuracy and predictive value for identifying metabolic syndrome (MS) in the general Chinese population compared with other obesity indicators. Baseline survey information from a population-based cohort study carried out in Shanghai's Songjiang District was used in this research. Odds ratios (OR) and a 95% confidence interval (CI) were obtained by logistic regression. The ability of each variable to detect MS was assessed using the receiver operating characteristic curve (ROC). The optimum cut-off point for each indicator was selected using Youden's index. The survey involved 35,446 participants in total. In both genders, the prevalence of MS rose as the LAP increased (p < 0.001). The LAP's AUC was 0.901 (95%CI: 0.895-0.906) in males and 0.898 (95%CI: 0.893-0.902) in females, making it substantially more predictive of MS than other variables (BMI, WC, WHR, WHtR). The optimal cutoff point of the LAP for men and women was 36.04 (Se: 81.91%, Sp: 81.06%) and 34.95 (Se: 80.93%, Sp: 83.04%). The Youden index of the LAP was 0.64 for both sexes. Our findings imply that the LAP, compared to other obesity markers in China, is a more accurate predictor of MS.
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Affiliation(s)
- Qi Shao
- Key Laboratory of Public Health Safety of Ministry of Education, Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China; (Q.S.); (X.L.); (N.W.); (G.Z.)
| | - Jing Li
- Zhongshan Community Health Center, Shanghai 201613, China;
| | - Yiling Wu
- Songjiang District Center for Disease Control and Prevention, Shanghai 201600, China; (Y.W.); (Y.J.)
| | - Xing Liu
- Key Laboratory of Public Health Safety of Ministry of Education, Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China; (Q.S.); (X.L.); (N.W.); (G.Z.)
| | - Na Wang
- Key Laboratory of Public Health Safety of Ministry of Education, Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China; (Q.S.); (X.L.); (N.W.); (G.Z.)
| | - Yonggen Jiang
- Songjiang District Center for Disease Control and Prevention, Shanghai 201600, China; (Y.W.); (Y.J.)
| | - Qi Zhao
- NHC Key Laboratory of Health Technology Assessment, Department of Social Medicine, School of Public Health, Fudan University, Shanghai 200032, China
| | - Genming Zhao
- Key Laboratory of Public Health Safety of Ministry of Education, Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China; (Q.S.); (X.L.); (N.W.); (G.Z.)
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2
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Leow YW, Chan WK, Goh GBB, Wong VWS, Fan JG, Kim YS, Kim SU, Nakajima A, Seto WK, Lee IC, Huang YH, Kim YJ, Young JJ, Chow WC. Hepatic steatosis and metabolic risk factors among patients with chronic hepatitis B: The multicentre, prospective CAP-Asia study. J Viral Hepat 2023; 30:319-326. [PMID: 36606597 DOI: 10.1111/jvh.13796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 12/14/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023]
Abstract
We aimed to compare the severity of liver disease, metabolic profile and cardiovascular disease (CVD) risk of chronic hepatitis B (CHB) patients with and without hepatic steatosis and patients with non-alcoholic fatty liver disease (NAFLD). Patients with NAFLD and CHB were prospectively enrolled from 10 Asian centres. Fibroscan was performed for all patients and hepatic steatosis was defined based on controlled attenuation parameter >248 dB/m. CVD risk was assessed using the Framingham risk score. The data for 1080 patients were analysed (67% NAFLD, 33% CHB). A high proportion (59%) of CHB patients had hepatic steatosis. There was a significant stepwise increase in alanine aminotransferase, aspartate aminotransferase, gamma-glutamyl transpeptidase, controlled attenuation parameter and liver stiffness measurement, from CHB patients without hepatic steatosis to CHB patients with hepatic steatosis to NAFLD patients (p < 0.001 for all comparisons). There was a significant stepwise increase in the proportion of patients with metabolic syndrome and in CVD risk, with very high or extreme CVD risk seen in 20%, 48% and 61%, across the groups (p < 0.001 between CHB patients with and without hepatic steatosis and p < 0.05 between CHB patients with hepatic steatosis and NAFLD patients). In conclusion, there was a high proportion of CHB patients with hepatic steatosis, which should be diagnosed, as they may have more severe liver disease, so that this and their metabolic risk factors can be assessed and managed accordingly for a better long-term outcome.
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Affiliation(s)
- Yong-Wen Leow
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - George Boon-Bee Goh
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore, Singapore
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Jian Gao Fan
- Department of Gastroenterology and Hepatology, Shanghai Jiaotong University School of Medicine Xinhua Hospital, Shanghai, China
| | - Young Seok Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, SoonChunHyang University, Bucheon Hospital, Bucheon-si, Korea
| | - Seung Up Kim
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Seoul, Korea
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - I-Cheng Lee
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yi-Hsiang Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yoon Jun Kim
- Department of Internal Medicine, Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | | | - Wan Cheng Chow
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore, Singapore
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3
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Clinical impact and mechanisms of hepatitis B virus infection concurrent with non-alcoholic fatty liver disease. Chin Med J (Engl) 2022; 135:1653-1663. [PMID: 35940901 PMCID: PMC9509100 DOI: 10.1097/cm9.0000000000002310] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
ABSTRACT Chronic hepatitis B (CHB) virus infection is an important threat to global health despite the administration of vaccines and the use of antiviral treatments. In recent years, as the prevalence of obesity and metabolic syndrome has increased, non-alcoholic fatty liver disease (NAFLD) in patients with CHB has become more common. Both diseases can lead to liver fibrosis and even hepatocellular carcinoma, but the risk of dual etiology, outcome, and CHB combined with NAFLD is not fully elucidated. In this review, we assess the overlapping prevalence of NAFLD and CHB, summarize recent studies of clinical and basic research related to potential interactions, and evaluate the progressive changes of treatments for CHB patients with NAFLD. This review increases the understanding of the relationship and mechanisms of interaction between steatosis and hepatitis B virus infection, and it provides new strategies for the future clinical management and treatment of CHB combined with NAFLD.
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4
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Huang Y, Gan Q, Lai R, Wang W, Guo S, Sheng Z, Chen L, Guo Q, Cai W, Wang H, Zhao G, Cao Z, Xie Q. Application of Fatty Liver Inhibition of Progression Algorithm and Steatosis, Activity, and Fibrosis Score to Assess the Impact of Non-Alcoholic Fatty Liver on Untreated Chronic Hepatitis B Patients. Front Cell Infect Microbiol 2022; 11:733348. [PMID: 35111690 PMCID: PMC8801606 DOI: 10.3389/fcimb.2021.733348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 12/13/2021] [Indexed: 11/14/2022] Open
Abstract
Backgrounds and Purpose Concurrent non-alcoholic fatty liver disease (NAFLD) in chronic hepatitis B (CHB) patients is a frequent and increasingly concerning problem because of the NAFLD pandemic. Admittedly, NAFLD can progress to non-alcoholic steatohepatitis (NASH) and severe fibrosis. Direct evidence of the fibrotic effect of NAFLD or NASH in chronic hepatitis B virus (HBV) infection remains lacking. We aimed to reveal the influence of concurrent histologically proven fatty liver diseases in fibrogenesis with chronic HBV infection. Methods We performed a retrospective cross-sectional study on a liver biopsy population of CHB patients without excessive alcohol intake to evaluate the prevalence of concurrent histologically proven NAFLD or NASH according to the fatty liver inhibition of progression (FLIP) algorithm and its association with the liver fibrosis stage. Results Among 1,081 CHB patients, concurrent NAFLD was found in 404 patients (37.4%), among whom 24.0% (97/404) have NASH. The presence of NASH was an independent predictor of significant fibrosis (odds ratio (OR), 2.53; 95% CI, 1.52–4.21; p < 0.001) and severe fibrosis (OR, 1.83; 95% CI, 1.09–3.09; p = 0.023) in all patients, as well as in patients with normal alanine aminotransferase (ALT) (predicting significant fibrosis, OR, 2.86, 95% CI, 1.34–6.10; p = 0.007). The presence of lobular inflammation (p < 0.001) or presence of cytological ballooning (p < 0.001), rather than presence of steatosis (p = 0.419), was related with severity of fibrosis in Spearman’s correlation analysis. Conclusions Concurrent NAFLD is common in CHB patients, and NASH is an independent risk factor potentiating significant fibrosis by 2.53-fold and severe fibrosis by 1.83-fold. While coping with chronic HBV infection, routine assessment of co-existing NAFLD or NASH is also important.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Gangde Zhao
- *Correspondence: Qing Xie, ; Zhujun Cao, ; Gangde Zhao,
| | - Zhujun Cao
- *Correspondence: Qing Xie, ; Zhujun Cao, ; Gangde Zhao,
| | - Qing Xie
- *Correspondence: Qing Xie, ; Zhujun Cao, ; Gangde Zhao,
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5
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Hepatitis B virus-associated hepatocellular carcinoma is still a matter of concern in the French Caribbean Island of Guadeloupe. Clin Res Hepatol Gastroenterol 2021; 45:101706. [PMID: 33930595 DOI: 10.1016/j.clinre.2021.101706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 04/03/2021] [Indexed: 02/04/2023]
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6
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Xia SJ, Gao BZ, Wang SH, Guttery DS, Li CD, Zhang YD. Modeling of diagnosis for metabolic syndrome by integrating symptoms into physiochemical indexes. Biomed Pharmacother 2021; 137:111367. [PMID: 33588265 DOI: 10.1016/j.biopha.2021.111367] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 02/02/2021] [Accepted: 02/02/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Metabolic syndrome (MS) is a major global health concern comprising a cluster of co-occurring conditions that increase the risk of heart disease, stroke and type 2 diabetes. MS is usually diagnosed using a combination of physiochemical indexes (such as BMI, abdominal circumference and blood pressure) but largely ignores clinical symptoms when investigating prevention and treatment of the disease. Exploring predictors of MS using multiple diagnostic indicators may improve early diagnosis and treatment of MS. Traditional Chinese medicine (TCM) attaches importance to the etiology of disease symptoms and indications using four diagnostic methods, which have long been used to treat metabolic disease. Therefore, in this study, we aimed to develop predictive indicators for MS using both physiochemical indexes and TCM methods. METHODS Clinical information (including both physiochemical and TCM indexes) was obtained from a cohort of 586 individuals across 4 hospitals in China, comprising 136 healthy controls and 450 MS cases. Using this cohort, we compared three classic machine learning methods: decision tree (DT), support vector machine (SVM) and random forest (RF) towards MS diagnosis using physiochemical and TCM indexes, with the best model selected by comparing the accuracy, specificity and sensitivity of the three models. In parallel, the best proportional partition of the training data to the test data was confirmed by observing the changes in evaluation indexes using each model. Next, three subsets containing different categories of variables (including both TCM and physicochemical indexes combined - termed the "fused indexes", only physicochemical indexes, and TCM indexes only) were compared and analyzed using the best performing model and optimum training to test data proportion. Next, the best subset was selected through comprehensive comparative analysis, and then the important prediction variables were selected according to their weight. RESULTS When comparing the three models, we found that the RF model had the highest average accuracy (average 0.942, 95%CI [0.925, 0.958]) and sensitivity (average 0.993, 95%CI [0.990, 0.996]). Besides, when the training set accounted for 80% of the cohort data, the specificity got the best value and the accuracy and sensitivity were also very high in RF model. In view of the performance of the three different subsets, the prediction accuracy and sensitivity of models analyzing the fused indexes and only physicochemical indexes remained at a high level. Further, the mean value of specificity of the model using fused indexes was 0.916, which was significantly higher than the model with only physicochemical indexes (average 0.822) and the model with only TCM indexes (average 0.403). Based on the RF model and data allocation ratio (8:2), we further extracted the top 20 most significant variables from the fused indexes, which included 14 physicochemical indexes and 6 TCM indexes including wiry pulse, chest tightness, spontaneous perspiration, greasy tongue coating etc. CONCLUSION: Compared with SVM and DT models, the RF model showed the best performance, especially when the ratio of the training set to test set is 8:2. Compared with single predictive indexes, the model constructed by combining physiochemical indexes with TCM indexes (i.e. the fused indexes) exhibited better predictive ability. In addition to common physicochemical indexes, some TCM indexes, such as wiry pulse, chest tightness, spontaneous perspiration, greasy tongue coating, can also improve diagnosis of MS.
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Affiliation(s)
- Shu-Jie Xia
- Research Base of Traditional Chinese Medicine Syndrome, Fujian University of Traditional Chinese Medicine, Fuzhou 350122, China.
| | - Bi-Zhen Gao
- College of Integrated Chinese and Western Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou 350122, China.
| | - Shui-Hua Wang
- Loughborough University, Leicestershire LE11 3TU, UK.
| | - David S Guttery
- Leicester Cancer Research Center, University of Leicester, Leicester LE1 7RH, UK.
| | - Can-Dong Li
- Research Base of Traditional Chinese Medicine Syndrome, Fujian University of Traditional Chinese Medicine, Fuzhou 350122, China.
| | - Yu-Dong Zhang
- School of Informatics, University of Leicester, Leicestershire LE1 7RH, UK.
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7
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Fan Y, Wang L, Ding Y, Sheng Q, Zhang C, Li Y, Han C, Dou X. Controlled attenuation parameter value-based diagnostic algorithm improves the accuracy of liver stiffness measurement in chronic hepatitis B patients. Aging (Albany NY) 2020; 12:16072-16082. [PMID: 32836216 PMCID: PMC7485708 DOI: 10.18632/aging.103522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 06/05/2020] [Indexed: 11/25/2022]
Abstract
Liver stiffness measurement (LSM) frequently overestimates the severity of liver fibrosis because of steatosis. However, the impact of the controlled attenuation parameter (CAP) on liver stiffness cutoff values remains unknown; CAP was used to quantify and diagnose the severity of hepatic steatosis. The study was conducted to determine the effect of CAP on liver stiffness cutoff values in chronic hepatitis B (CHB) patients. A retrospective cross-sectional study was performed in liver biopsy-proven CHB patients. The median LSM (kPa) in the elevated CAP group was higher than that in the normal CAP group at the same fibrosis stage. For S2-4, the area under the receiver operating characteristic (AUROC) curve of LSM was 0.78 and 0.72 in the normal and elevated CAP groups, respectively. When a cutoff value of 8.9 kPa was used, the diagnostic accuracy was 77.82% and 63.41% in the normal and elevated CAP groups, respectively. Compared with the alanine transaminase (ALT)-based LSM algorithm, the CAP-based LSM algorithm had a similar correct diagnosis rate (33.64% vs. 33.94%, respectively) but a lower misdiagnosis rate (16.97% vs. 20.30%, respectively). The new CAP-based LSM diagnostic algorithm will improve the diagnostic accuracy of liver fibrosis in CHB patients.
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Affiliation(s)
- Yaoxin Fan
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Lin Wang
- Department of Health Management, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Yang Ding
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Qiuju Sheng
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Chong Zhang
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Yanwei Li
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Chao Han
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
| | - Xiaoguang Dou
- Department of Infectious Diseases, Shengjing Hospital of China Medical University, Shenyang Liaoning Province, China
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8
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Jung YW, Kim M, Kim BK, Park JY, Kim DY, Ahn SH, Han KH, Kim SU. Influence of Besifovir Dipivoxil Maleate Combined with L-Carnitine on Hepatic Steatosis in Patients with Chronic Hepatitis B. J Korean Med Sci 2020; 35:e104. [PMID: 32356416 PMCID: PMC7200179 DOI: 10.3346/jkms.2020.35.e104] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 02/26/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Besifovir dipivoxil maleate (BSV) with L-carnitine is the first-line antiviral agent for chronic hepatitis B (CHB) infection. We investigated whether BSV combined with L-carnitine improves hepatic steatosis (HS). METHODS Treatment-naïve patients with CHB who were initiated on antiviral therapy (AVT) were enrolled. The magnitude of HS was assessed using hepatic steatosis index (HSI), and HS improvement was defined as a ≥ 10% reduction in the HSI score from the baseline. RESULTS The mean age of the study patients was 56 years with a male predominance (n = 178, 64.7%). The mean body mass index (BMI), aspartate aminotransferase (AST), alanine aminotransferase (ALT), and platelet count were 23.5 kg/m², 49.6 IU/L, 49.0 IU/L, and 191.3 × 10⁹/L, respectively. The mean HSI and fibrosis (FIB)-4 index were 32.6 and 0.5, respectively. After 6 months of AVT, platelet count (mean, 191.3→167.0 × 10⁹/L), fasting glucose (mean, 113.1→105.9 mg/dL), AST (mean, 49.6→28.0 IU/L), ALT (mean, 49.0→33.9 IU/L), and total cholesterol (mean, 170.0→162.1 mg/dL) levels significantly decreased (all P < 0.05). In the BSV group, AST (mean, 95.2→30.2 IU/L) and ALT (mean, 81.1→31.1 IU/L) levels significantly reduced (all P < 0.05), whereas HSI and FIB-4 index were maintained (all P > 0.05). In the univariate analysis, age, BMI, diabetes, cirrhosis, fasting glucose level, and ALT were significantly associated with HS improvement (all P < 0.05). CONCLUSION BSV with L-carnitine did not show any improvement of HS in patients with CHB. Further prospective randomized controlled studies are needed to validate the potential beneficial effects of BSV with L-carnitine in CHB infection.
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Affiliation(s)
- Yeon Woo Jung
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Moonhyun Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Jun Yong Park
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Do Young Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Sang Hoon Ahn
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Kwang Hyub Han
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea.
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9
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Wong GLH, Wong VWS, Yuen BWY, Tse YK, Luk HWS, Yip TCF, Hui VWK, Liang LY, Lui GCY, Chan HLY. An Aging Population of Chronic Hepatitis B With Increasing Comorbidities: A Territory-Wide Study From 2000 to 2017. Hepatology 2020; 71:444-455. [PMID: 31237366 DOI: 10.1002/hep.30833] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 06/10/2019] [Indexed: 12/16/2022]
Abstract
Patients with chronic hepatitis B (CHB) are aging because of improved survival under better health care. This has an important implication on the choice of antiviral treatment (AVT), given that long-term safety would be a concern in the presence of multiple comorbidities. We aimed to determine the prevalence of key comorbidities and concomitant medications in a territory-wide CHB cohort in Hong Kong in 2000-2017. CHB patients who have been under the care at primary, secondary, and tertiary medical centers in the public sector were identified through the Clinical Data Analysis and Reporting System of the Hospital Authority, Hong Kong. The demographics and prevalence of key comorbidities, including diabetes mellitus, hypertension, chronic kidney disease, osteopenia/osteoporosis based on diagnosis codes, relevant medications, and/or laboratory parameters, were determined according to CHB patients' first appearance in four time periods: 2000-2004, 2005-2009, 2010-2013, and 2014-2017. In the final analysis, 135,395 CHB patients were included; the mean age increased with time: 41 ± 15 years in 2000-2004; 46 ± 17 years in 2005-2009; 51 ± 16 years in 2010-2013; and 55 ± 15 years in 2014-2017. There was a trend of increasing prevalence of several common comorbidities over the four periods: hypertension 25.5%, 23.8%, 27.2%, and 28.6%; diabetes mellitus 10.6%, 12.5%, 16.1%, and 20.1%; cardiovascular disease 12.5%, 16.9%, 20.9%, and 22.2%; and malignancy 7.0%, 13.2%, 17.3%, and 23.6%, respectively (all P < 0.001). Conclusion: CHB patients are getting older with increasing prevalence of common comorbidities. These comorbidities should be taken into account when choosing AVT.
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Affiliation(s)
- Grace Lai-Hung Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Vincent Wai-Sun Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Becky Wing-Yan Yuen
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yee-Kit Tse
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Hester Wing-Sum Luk
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Terry Cheuk-Fung Yip
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Vicki Wing-Ki Hui
- Department of Statistics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Lilian Yan Liang
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Grace Chung-Yan Lui
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Henry Lik-Yuen Chan
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong SAR, China
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10
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Pei C, Wu CZ, Hsieh CH, Chang JB, Liang YJ, Chen YL, Pei D, Lin JD. Protective Effect of Hepatitis B Against Metabolic Syndrome in Patients with Nonalcoholic Fatty Liver Disease But Not in Normal Individuals. Metab Syndr Relat Disord 2019; 17:458-464. [PMID: 31545133 DOI: 10.1089/met.2019.0032] [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: 11/13/2022] Open
Abstract
Background: Both hepatitis B (HB) and nonalcoholic fatty liver disease (NAFLD) are related to metabolic syndrome (MetS); however, this relationship remains controversial. In this study, we determined the effects of NAFLD and HB infection on the risk of MetS among elderly individuals. Methods: In total, 24,500 individuals aged >65 years were enrolled; they were classified into four groups: normal individuals (N), patients with only HB infection without abnormal echogenicity (HB-alone), patients with only abnormal echogenicity or fatty liver alone (FL-alone), and patients with both HB infection and abnormal echogenicity (HB-FL). Results: After adjustment for age, compared with group N, men and women with NAFLD (FL-alone and HB-FL) had a significantly higher risk of MetS, whereas no significant difference was observed in the incidence of MetS between groups HB-alone and N. However, group HB-FL had a lower risk of MetS than did group FL-alone. HB infection (HB-alone and HB-FL) was associated with a lower risk of high triglycerides (TGs) and fasting plasma glucose (FPG) than HB infection absence (groups N and FL-alone) in men and women. Lower risk of TG derangement was observed in group HB-alone than in group N. In addition, both men and women in group HB-FL had a lower risk of TG and FPG abnormalities than in group FL-alone, whereas a decrease in incidence of high waist circumference and blood pressure was observed only in men. Conclusion: HB infection protects against MetS development, only in patients with HB infection and NAFLD, but not in normal individuals. Additional studies are warranted to clarify the pathogenesis.
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Affiliation(s)
- Chun Pei
- Department of Rehabilitation Treatment, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China
| | - Chung-Ze Wu
- Division of Endocrinology, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan, ROC.,Division of Endocrinology and Metabolism, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, New Taipei City, Taiwan, ROC
| | - Chang-Hsun Hsieh
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical School, Taipei, Taiwan, ROC
| | - Jin-Biou Chang
- Department of Pathology, National Defense Medical Center, Division of Clinical Pathology, Tri-Service General Hospital, Taipei, Taiwan, ROC
| | - Yao-Jen Liang
- Department and Institute of Life Science, Fu Jen Catholic University, New Taipei City, Taiwan, ROC
| | - Yen-Lin Chen
- Department of Pathology, Cardinal Tien Hospital, School of Medicine, Catholic Fu Jen University, Taipei, Taiwan, ROC
| | - Dee Pei
- Department of Internal Medicine, Fu Jen Catholic Hospital, School of Medicine, Catholic Fu Jen University, Taipei, Taiwan, ROC
| | - Jiunn-Diann Lin
- Division of Endocrinology, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan, ROC.,Division of Endocrinology and Metabolism, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, New Taipei City, Taiwan, ROC
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11
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Ren H, Wang J, Gao Y, Yang F, Huang W. Metabolic syndrome and liver-related events: a systematic review and meta-analysis. BMC Endocr Disord 2019; 19:40. [PMID: 31023282 PMCID: PMC6485158 DOI: 10.1186/s12902-019-0366-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Accepted: 04/08/2019] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Previous studies have suggested that metabolic syndrome (MetS) and its component conditions are linked to the development of many benign or malignant diseases. Some studies have described relationships among metabolic syndrome or diabetes and liver cancer, but not many articles described the relationships between MetS and cirrhosis, acute hepatic failure, end-stage liver disease, and even death. However, liver cancers, cirrhosis, acute hepatic failure, end-stage liver disease, and liver-related mortality-collectively described as liver-related events (LREs)-may have different relationships with MetS. We undertook this meta-analysis to examine the association between MetS and LREs, and to determine whether geographic region or hepatitis B virus (HBV) positivity might influence the association. METHODS Relevant studies were identified from PubMed, EMBASE, and the Cochrane database. Two reviewers independently searched records from January 1980 to December 2017. The search terms included 'metabolic syndrome', 'diabetes mellitus', 'insulin resistance syndrome', and 'metabolic abnormalities', combined with 'cirrhosis', 'hepatic fibrosis ', 'hepatocellular carcinoma', 'complication', 'LRE', 'HCC', 'liver-related events', and 'liver cancer'. No language restriction was applied to the search. We chose the studies reporting an association between MetS and LREs. We used Begg's and Egger's tests and visually examined a funnel plot to assess publication bias. All analyses were conducted in Stata 14.0 software. RESULTS There were 19 studies (18 cohort and 1 case-control) included in the analysis, with a total of 1,561,457 participants. The subjects' ages ranged from 18 to 84 years. The combined analysis showed an overall 86% increase risk of LREs in cases with MetS (RR: 1.86,95% CI: 1.56-2.23). The funnel plot was asymmetrical, and the Egger's test p values showed a publication bias in this meta analysis. However, through the trim and fill method, we obtained a new RR value for LREs with MetS of 1.49 (95% CI: 1.40-1.58, p = 0.000). There was no obvious difference with the two answers, so we concluded that the results were robust. For hepatitis B positive patients, the RR for MetS and LREs was 2.15 (95% CI:1.02-4.53, p = 0.038), but for the hepatitis B negative patients, the RR was 1.85 (95% CI:1.53-2.24, p = 0.000). And for non-Asians, the RR for MetS and LREs was 2.21 (95% CI: 1.66-2.69, p = 0.000), while for Asians, the RR was 1.73 (95% CI: 1.35-2.22, p = 0.000). CONCLUSIONS This meta-analysis showed that MetS is associated with a moderately increased risk of LREs prevalence. Patients with MetS together with hepatitis B are more likely to develop hepatic events. For non-Asians, MetS is more likely to increase the incidence of LREs.
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Affiliation(s)
- Huina Ren
- Department of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Junna Wang
- Department of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Yue Gao
- Department of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Fuwei Yang
- Department of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Wenxiang Huang
- Department of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
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12
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Liang LY, Wong GLH. Unmet need in chronic hepatitis B management. Clin Mol Hepatol 2019; 25:172-180. [PMID: 30754963 PMCID: PMC6589853 DOI: 10.3350/cmh.2018.0106] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 12/12/2018] [Indexed: 02/06/2023] Open
Abstract
Despite all these exciting developments, there remain some unmet needs in the management for patients with chronic hepatitis B (CHB). As majority of CHB patients are going to use oral nucleos(t)ide analogues (NAs) for decades, Safety profile of NAs is of no doubt an important issue. The newest nucleotide analogue tenofovir alafenamide is potent in terms of viral suppression, together with favourable renal and bone safety profile. Biochemical response as reflected by alanine aminotransferase (ALT) normalization is recently found to be prognostically important. Patients who achieved ALT normalization have reduced the risk of hepatic events by 49%. Functional cure as reflected by hepatitis B surface antigen seroclearance not only implies patients may stop NA treatment, it also confers to a reduced risk of hepatocellular carcinoma and other hepatic events. Hence functional cure should be the ultimate treatment goal in CHB patients. Preemptive antiviral treatment may reduce mother-to-child transmission of hepatitis B virus, especially if birth dose of vaccination cannot be given in the first two hours after delivery. Lastly, despite the currently first-line NAs have high-genetic barrier to drug resistance mutations, there are still are many patients who were previously treated with low barrier of resistance including lamivudine, telbivudine or adefovir dipivoxil which could lead to antiviral resistance and affecting the choice of NAs.
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Affiliation(s)
- Lilian Yan Liang
- Department of Medicine and Therapeutics, Prince of Wales Hospital, Hong Kong SAR, China
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, Prince of Wales Hospital, Hong Kong SAR, China
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13
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Wong GLH, Chan HLY, Tse YK, Yip TCF, Lam KLY, Lui GCY, Wong VWS. Normal on-treatment ALT during antiviral treatment is associated with a lower risk of hepatic events in patients with chronic hepatitis B. J Hepatol 2018; 69:793-802. [PMID: 29758335 DOI: 10.1016/j.jhep.2018.05.009] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 04/30/2018] [Accepted: 05/02/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Recent studies reveal that the rate of normal on-treatment alanine aminotransferase (ALT) appears different for different nucleos(t)ide analogues (NAs); yet its clinical significance is unclear. We aimed to evaluate the impact of normal on-treatment ALT during antiviral treatment with entecavir (ETV) or tenofovir disoproxil fumarate (TDF) in patients with chronic hepatitis B (CHB). METHODS A territory-wide cohort of patients with CHB who received ETV and/or TDF in 2005-2016 was identified. Serial on-treatment ALT levels were collected and analyzed. Normal on-treatment ALT (ALT-N) was defined as ALT <30 U/L in males and <19 U/L in females. The primary and secondary outcomes were composite hepatic events (including hepatocellular carcinoma) based on diagnostic codes. Patients with hepatic events before or during the first year of antiviral treatment or follow-up <1 year were excluded. RESULTS A total of 21,182 patients with CHB (10,437 with and 10,745 without ALT-N at 12 months after antiviral treatment) were identified and followed for 4.0 ± 1.7 years. Patients with and without ALT-N differed in baseline ALT (58 vs. 61 U/L), hepatitis B virus DNA (4.9 vs. 5.1 log10 IU/ml) and cirrhosis status (8.8% vs. 10.5%). A total of 627 (3.0%) patients developed composite hepatic events. Compared to no ALT-N, ALT-N at 3, 6, 9 and 12 months reduced the risk of hepatic events, after adjustment for baseline ALT and other important covariates, with adjusted hazard ratios (95% CI) of 0.61 (0.49-0.77), 0.55 (0.45-0.67), 0.54 (0.44-0.65) and 0.51 (0.42-0.61) respectively (all p <0.001). The cumulative incidence (95% CI) of composite hepatic events at six years was 3.51% (3.06%-4.02%) in ALT-N and 5.70% (5.15%-6.32%) in the no ALT-N group (p <0.001). CONCLUSIONS Normal on-treatment ALT is associated with a lower risk of hepatic events in patients with CHB receiving NA treatment, translating into improved clinical outcomes in these patients. LAY SUMMARY We investigated 21,182 patients with chronic hepatitis B receiving antiviral treatment. Alanine aminotransferase is a laboratory marker of liver function, with raised levels indicating liver dysfunction and in severe cases hepatitis. Normal on-treatment alanine aminotransferase during the first year of treatment in patients with CHB is associated with a lower risk of hepatic events.
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Affiliation(s)
- Grace Lai-Hung Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.
| | - Henry Lik-Yuen Chan
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Yee-Kit Tse
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Terry Cheuk-Fung Yip
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Kelvin Long-Yan Lam
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Chung-Yan Lui
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.
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14
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Chitturi S, Wong VWS, Chan WK, Wong GLH, Wong SKH, Sollano J, Ni YH, Liu CJ, Lin YC, Lesmana LA, Kim SU, Hashimoto E, Hamaguchi M, Goh KL, Fan J, Duseja A, Dan YY, Chawla Y, Farrell G, Chan HLY. The Asia-Pacific Working Party on Non-alcoholic Fatty Liver Disease guidelines 2017-Part 2: Management and special groups. J Gastroenterol Hepatol 2018; 33:86-98. [PMID: 28692197 DOI: 10.1111/jgh.13856] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 05/31/2017] [Accepted: 06/25/2017] [Indexed: 12/17/2022]
Affiliation(s)
- Shiv Chitturi
- Gastroenterology and Hepatology Unit, The Canberra Hospital, Canberra, Australian Capital Territory, Australia
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wah-Kheong Chan
- Department of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Simon Kin-Hung Wong
- Department of Surgery, The Chinese University of Hong Kong, Shatin, Hong Kong
| | | | - Yen-Hsuan Ni
- Hepatitis Research Center, National Taiwan University, Taipei, Taiwan
| | - Chun-Jen Liu
- Department of Internal Medicine, Hepatitis Research Center, Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
| | - Yu-Cheng Lin
- Hepatitis Research Center, National Taiwan University, Taipei, Taiwan
| | | | - Seung Up Kim
- Department of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Etsuko Hashimoto
- Department of Internal Medicine and Gastroenterology, Tokyo Women's Medical University, Tokyo, Japan
| | | | - Khean-Lee Goh
- Department of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Jiangao Fan
- Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Yock Young Dan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yogesh Chawla
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Geoff Farrell
- Gastroenterology and Hepatology Unit, The Canberra Hospital, Canberra, Australian Capital Territory, Australia
| | - Henry Lik-Yuen Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Shatin, Hong Kong
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15
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Prognostic Value of Controlled Attenuation Parameter by Transient Elastography. Am J Gastroenterol 2017; 112:1812-1823. [PMID: 29087391 DOI: 10.1038/ajg.2017.389] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 09/12/2017] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Liver stiffness measurement (LSM) by transient elastography (TE) has been shown to predict outcomes in patients with liver disease. While controlled attenuation parameter (CAP) measurement can accurately quantify hepatic steatosis, its prognostic value is unknown. We aim to determine if CAP is predictive for liver-related events (LRE), non-hepatocellular carcinoma (HCC) cancers, and cardiovascular events (CVE). METHODS Consecutive patients with both a reliable LSM and ≥10 successful CAP measurements by TE from August 2012 to March 2016 were included in the analysis. LRE were defined as HCC or hepatic decompensation. CVE were defined as acute coronary syndrome (ACS), cerebrovascular accident (CVA), or coronary intervention (stenting or bypass). RESULTS Of the 5,848 patients that were examined, 4,282 (56.7% male, median age 57 years) had adequate follow-up, reliable LSM (median 6.1 kPa), and ≥10 CAP measurements (median 250 dB/m). Indications for TE were: suspected non-alcoholic fatty liver disease (NAFLD) (40.7%), hepatitis B (HBV) (37.0%), hepatitis C (2.9%), and others (19.4%). During 8,540 patient-years of follow-up, there were 45 patients with LRE (34 HCC, 33 decompensations), 73 with newly diagnosed non-HCC cancers, and 65 with CVE (27 ACS, 25 CVA, and 35 coronary interventions). CAP did not predict LRE, non-HCC cancer, or CVE on univariate analysis. On multivariate analysis, LSM, male sex, platelet count, serum albumin, and HBV etiology independently predicted LRE; age was the only independent predictor of non-HCC cancer; while age, fasting blood glucose, total cholesterol, and creatinine predicted for CVE. Subgroup analyses of viral hepatitis and NAFLD patients revealed similar results. CONCLUSION Neither the presence nor the severity of hepatic steatosis as measured by CAP predict LRE, cancer, or CVE in the short term.
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16
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Wang T, Li H, Su P, Yu Y, Sun X, Liu Y, Yuan Z, Xue F. Sensitivity analysis for mistakenly adjusting for mediators in estimating total effect in observational studies. BMJ Open 2017; 7:e015640. [PMID: 29162569 PMCID: PMC5719285 DOI: 10.1136/bmjopen-2016-015640] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVES In observational studies, epidemiologists often attempt to estimate the total effect of an exposure on an outcome of interest. However, when the underlying diagram is unknown and limited knowledge is available, dissecting bias performances is essential to estimating the total effect of an exposure on an outcome when mistakenly adjusting for mediators under logistic regression. Through simulation, we focused on six causal diagrams concerning different roles of mediators. Sensitivity analysis was conducted to assess the bias performances of varying across exposure-mediator effects and mediator-outcome effects when adjusting for the mediator. SETTING Based on the causal relationships in the real world, we compared the biases of varying across the effects of exposure-mediator with those of varying across the effects of mediator-outcome when adjusting for the mediator. The magnitude of the bias was defined by the difference between the estimated effect (using logistic regression) and the total effect of the exposure on the outcome. RESULTS In four scenarios (a single mediator, two series mediators, two independent parallel mediators or two correlated parallel mediators), the biases of varying across the effects of exposure-mediator were greater than those of varying across the effects of mediator-outcome when adjusting for the mediator. In contrast, in two other scenarios (a single mediator or two independent parallel mediators in the presence of unobserved confounders), the biases of varying across the effects of exposure-mediator were less than those of varying across the effects of mediator-outcome when adjusting for the mediator. CONCLUSIONS The biases were more sensitive to the variation of effects of exposure-mediator than the effects of mediator-outcome when adjusting for the mediator in the absence of unobserved confounders, while the biases were more sensitive to the variation of effects of mediator-outcome than those of exposure-mediator in the presence of an unobserved confounder.
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Affiliation(s)
- Tingting Wang
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Hongkai Li
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Ping Su
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Yuanyuan Yu
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Xiaoru Sun
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Yi Liu
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Zhongshang Yuan
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
| | - Fuzhong Xue
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
- Cheeloo Research Center for Biomedical Big Data, Shandong University, Jinan, China
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17
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Shaheen AA, AlMattooq M, Yazdanfar S, Burak KW, Swain MG, Congly SE, Borman MA, Lee SS, Myers RP, Coffin CS. Tenofovir disoproxil fumarate significantly decreases serum lipoprotein levels compared with entecavir nucleos(t)ide analogue therapy in chronic hepatitis B carriers. Aliment Pharmacol Ther 2017; 46:599-604. [PMID: 28707319 DOI: 10.1111/apt.14218] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 05/25/2017] [Accepted: 06/20/2017] [Indexed: 12/21/2022]
Abstract
BACKGROUND Tenofovir disoproxil fumarate (TDF) and entecavir (ETV) are first-line treatments for chronic hepatitis B (CHB). Studies suggest lipid lowering effect of TDF in human immunodeficiency virus positive (HIV+) individuals, but the effect on lipids and cardiovascular disease (CVD) risk in CHB is unknown. AIM To compare TDF vs ETV effects on lipid levels in CHB. METHODS In this retrospective cohort study, data on serum lipids and CVD risk factors at baseline and ~1 year on TDF or ETV were collected from CHB carriers. We used propensity score matched models to assess the effect on total cholesterol (TC), LDL-C, HDL and triglycerides (TGL). RESULTS In 348 patients, median age was 57 (IQR: 47-65 years), 63% were male, 77% were Asian, 19% were cirrhotic, 25% were HBeAg positive at baseline, and 72% received TDF vs 28% ETV. ETV-treated patients were older (median age: 60 vs 55, P<.01), had similar smoking and hypertension rates, but diabetes and dyslipidemia were more prevalent (19% vs 9%, P=.01; 14% vs 6%, P=.05, respectively). In propensity score matched models for age, gender, usage of lipid lowering agents, dyslipidemia and diabetes, TDF-treated patients were more likely to show a 20% decrease in TC (95% CI: 3%-25%), LDL-C (95% CI: 1%-25%) and HDL-C (CI: 10%-30%) levels compared with those on ETV. No change in TGL was observed in either group. CONCLUSIONS A greater decline in TC, LDL-C and HDL was observed in CHB carriers receiving TDF compared with ETV. These data may influence anti-viral choice in CHB carriers at risk for CVD.
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Affiliation(s)
- A A Shaheen
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - M AlMattooq
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - S Yazdanfar
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - K W Burak
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - M G Swain
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - S E Congly
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - M A Borman
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - S S Lee
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - R P Myers
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - C S Coffin
- Calgary Liver Unit, Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
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18
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Cheng JYK, Tse YK, Wong GLH. Reply. Hepatology 2017; 65:1780. [PMID: 28010040 DOI: 10.1002/hep.29000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Affiliation(s)
- Jenny Yeuk-Ki Cheng
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Yee-Kit Tse
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Grace Lai-Hung Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.,Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong.,State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
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19
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Ayubi E, Safiri S, Sani M, Doosti-Irani A, Sanjari Moghaddam A. Effect of metabolic syndrome on cardiovascular, hepatic events, and death in chronic hepatitis B patients: Methodological issues. Hepatology 2017; 65:1779-1780. [PMID: 28010036 DOI: 10.1002/hep.29001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 10/26/2016] [Accepted: 11/22/2016] [Indexed: 12/17/2022]
Affiliation(s)
- Erfan Ayubi
- Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Department of Epidemiology & Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeid Safiri
- Managerial Epidemiology Research Center, Department of Public Health, School of Nursing and Midwifery, Maragheh University of Medical Sciences, Maragheh, Iran
| | - Mohadeseh Sani
- Department of Public Health, School of Public Health, Zabol University of Medical Sciences, Zabol, Iran
| | - Amin Doosti-Irani
- Department of Epidemiology, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
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