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Zhang Y, Wan G, Li H, Gao L, Liu N, Gao P, Liu Y, Gao X, Duan X. A prediction nomogram for hepatitis B virus-associated hepatocellular carcinoma. Scand J Gastroenterol 2024; 59:70-77. [PMID: 37647217 DOI: 10.1080/00365521.2023.2252546] [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: 03/22/2023] [Revised: 08/16/2023] [Accepted: 08/23/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND The present study aimed to develop and validate a new nomogram for predicting the incidence of hepatocellular carcinoma (HCC) among chronic hepatitis B (CHB) patients receiving antiviral therapy from real-world data. METHODS The nomogram was established based on a real-world retrospective study of 764 patients with HBV from October 2008 to July 2020. A predictive model for the incidence of HCC was developed by multivariable Cox regression, and a nomogram was constructed. The predictive accuracy and discriminative ability of the nomogram were assessed by the concordance index (C-index), calibration curves, and decision curve analysis (DCA). Risk group stratification was performed to assess the predictive capacity of the nomogram. The nomogram was compared to three current commonly used predictive models. RESULTS A total of 764 patients with HBV were recruited for this study. Age, family history of HCC, alcohol consumption, and Aspartate aminotransferase-to-Platelet Ratio Index (APRI) were all independent risk predictors of HCC in CHB patients. The constructed nomogram had good discrimination with a C-index of 0.811. The calibration curve and DCA also proved the reliability and accuracy of the nomogram. Three risk groups (low, moderate, and high) with significantly different prognoses were identified (p < 0.001). The model's performance was significantly better than that of other risk models. CONCLUSIONS The nomogram was superior in predicting HCC risk among CHB patients who received antiviral treatment. The model can be utilized in clinical practice to aid decision-making on the strategy of long-term HCC surveillance, especially for moderate- and high-risk patients.
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Affiliation(s)
- Yijin Zhang
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Gang Wan
- Department of Medical Record, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Hongjie Li
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Lili Gao
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Nan Liu
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Ping Gao
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Yaping Liu
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Xuesong Gao
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Xuefei Duan
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
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Xia G, Li Z, Lin Z, XuRan Z, MengRu Y, Ning Z, Gang Y, Lei Y, Wenxuan L. Treated with interferon and the gene polymorphism of CGRP and its receptor. INFECTION GENETICS AND EVOLUTION 2021; 93:104968. [PMID: 34118447 DOI: 10.1016/j.meegid.2021.104968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 05/31/2021] [Accepted: 06/07/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE This case-control study aims to investigate the relationship of polymorphisms of four gene loci (CGRP rs155209 and rs3781719, RAMP1 rs3754701 and rs7590387) with the prognosis of interferon therapy for chronic hepatitis B (CHB). MATERIALS AND METHODS A total of 317 CHB patients receiving interferon alone for the first time were recruited in northern China, and peripheral blood samples were obtained. The single-nucleotide polymorphisms (SNPs) in rs155209, rs3781719, rs3754701, and rs7590387 were genotyped using Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS). Univariate and multivariate logistic regression methods were employed to assess the correlation between CHB prognosis treated with interferon and polymorphisms of these gene loci. RESULTS The study clearly demonstrated the relevance of polymorphisms of rs155209, rs3781719, rs3754701, and rs7590387 with DNA response and ALT response after interferon treatment. CHB patients with CGRP rs155209C had a lower risk of developing DNA response (CT vs. TT: OR = 0.159, 95% CI = 0.086-0.294, Padj < 0.001; CC vs. TT: OR = 0.131, 95% CI = 0.059-0.288, Padj < 0.001), as well as a lower risk of developing ALT response (CT vs. TT: OR = 0.530, 95% CI = 0.323-0.869, Padj < 0.05). Moreover, CHB patients with RAMP1 rs3754701T allele were more prone to develop DNA response (AT vs. AA: OR = 2.061, 95% CI = 1.237-3.435, Padj < 0.05; TT vs. AA: OR = 5.676, 95% CI =1.247-25.837, Padj < 0.05), and they also more likely to develop ALT response (AT vs. AA: OR = 1.766, 95% CI = 1.098-2.840, Padj < 0.05). We did not find a significant association between CGRP rs3781719 or RAMP1 rs7590387 and DNA response or ALT response. CONCLUSION This study revealed that CGRP rs155209 and RAMP1 rs3754701 polymorphisms, but not CGRP rs3781719 and RAMP1 rs7590387, were correlated with interferon therapy prognosis for CHB in Han Chinese population, and RAMP1 rs3754701T was a protective factor for ALT response and DNA response, but CGRP rs155209C carriers were less prone to DNA and ALT responses.
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Affiliation(s)
- Gao Xia
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shi Jiazhuang, PR China
| | - Zhang Li
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China; Institute of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou 73000, PR China
| | - Zhou Lin
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China
| | - Zheng XuRan
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China
| | - Yang MengRu
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China
| | - Zhang Ning
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China
| | - Yang Gang
- School of Public Health, Hebei Medical University, Grade 2015, Preventive Medicine, Shi Jiazhuang, PR China
| | - Yang Lei
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shi Jiazhuang, PR China.
| | - Liu Wenxuan
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shi Jiazhuang, PR China.
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Wang P, Wu C, Li Y, Gong Y, Shen N. PNPLA3 rs738409 is not associated with the risk of hepatocellular carcinoma and persistent infection of hepatitis B virus (HBV) in HBV-related subjects: A case-control study and meta-analysis on Asians. Gene 2020; 742:144585. [PMID: 32173542 DOI: 10.1016/j.gene.2020.144585] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 01/10/2023]
Abstract
The association between rs738409 (C>G, I148M) with patatin-like phospholipase domain-containing 3 (PNPLA3) gene and the risk of hepatocellular carcinoma (HCC) was controversial in different ethnic populations. Our study aimed to explore the effect of PNPLA3 rs738409 on the risk of HCC and persistent infection of Hepatitis B virus (HBV) in a Chinese HBV-related population, and further evaluate its role in HCC risk among Asians. First, we performed a case-control study by recruiting 786 HBV-related HCC cases, 695 HBV persistent carriers and 719 HBV natural clearance subjects. PNPLA3 rs738409 was genotyped by MassARRAY platform. Second, we conducted a systematic review and meta-analysis on Asians to further validate our results. Our case-control study demonstrated that PNPLA3 rs738409 was not associated with HCC risk or persistent HBV infection (All P > 0.05). The subsequent meta-analysis included 13 Asian studies with 9,802 subjects. Results showed that PNPLA3 rs738409 might increase HCC risk among healthy subjects (pooled odds ratio [OR] = 1.47, 95% confidence interval [CI] = 1.11-1.95), but it had no influence on the development of HCC among HBV-related subjects (pooled OR = 1.07, 95%CI = 0.89-1.30). Our case-control study highlights that PNPLA3 rs738409 is probably not associated with the risk of HCC or persistent HBV infection in a Chinese HBV-related population. Besides, our systematic review and meta-analysis on Asians further suggest that PNPLA3 rs738409 may confer an increased risk of HCC among healthy people, but contribute little to the development of HCC among HBV-related subjects. Future studies are required to confirm these results.
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Affiliation(s)
- Peng Wang
- Institute and Department of Infectious Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chunxi Wu
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ying Li
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yajie Gong
- Department of Epidemiology and Biostatistics, MOE Key Laboratory of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Na Shen
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Dong XC. PNPLA3-A Potential Therapeutic Target for Personalized Treatment of Chronic Liver Disease. Front Med (Lausanne) 2019; 6:304. [PMID: 31921875 PMCID: PMC6927947 DOI: 10.3389/fmed.2019.00304] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 12/02/2019] [Indexed: 01/10/2023] Open
Abstract
Patatin-like phospholipase domain-containing protein 3 (PNPLA3) is a lipid droplet-associated protein that has been shown to have hydrolase activity toward triglycerides and retinyl esters. The first evidence of PNPLA3 being associated with fatty liver disease was revealed by a genome-wide association study (GWAS) of Hispanic, African American, and European American individuals in the Dallas Heart Study back in 2008. Since then, numerous GWAS reports have shown that PNPLA3 rs738409[G] (148M) variant is associated with hepatic triglyceride accumulation (steatosis), inflammation, fibrosis, cirrhosis, and even hepatocellular carcinoma regardless of etiologies including alcohol- or obesity-related and others. The frequency of PNPLA3(148M) variant ranges from 17% in African Americans, 23% in European Americans, to 49% in Hispanics in the Dallas Heart Study. Due to high prevalence of obesity and alcohol consumption in modern societies, the PNPLA3(148M) gene variant and environment interaction poses a serious concern for public health, especially chronic liver diseases including alcohol-related liver disease (ALD) and nonalcoholic fatty liver disease (NAFLD). Therefore, PNPLA3(148M) variant is a potential therapeutic target for chronic liver disease in the rs738409 allele carriers. Currently, there is no approved drug specifically targeting the PNPLA3(148M) variant yet. With additional mechanistic studies, novel therapeutic strategies are expected to be developed for the treatment of the PNPLA3(148M) variant-associated chronic liver diseases in the near future.
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Affiliation(s)
- Xiaocheng Charlie Dong
- Center for Diabetes and Metabolic Diseases, Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
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Ghalamkari S, Sharafi H, Alavian SM. Association of PNPLA3 rs738409 polymorphism with liver steatosis but not with cirrhosis in patients with HBV infection: Systematic review with meta-analysis. J Gene Med 2019; 20. [PMID: 29218813 DOI: 10.1002/jgm.3001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 11/23/2017] [Accepted: 11/25/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Hepatitis B virus (HBV) infection is a worldwide health issue and is well known for being the main cause of developing secondary liver complications such as cirrhosis and hepatocellular carcinoma (HCC). The PNPLA3 rs738409 polymorphism has been investigated conclusively with occurrence risk of steatosis and cirrhosis. Therefore, performing a meta-analysis of the available studies with the aim of clarifying the association between rs738409 and occurrence risk of steatosis and cirrhosis among HBV-infected patients would be helpful. METHODS Chronic HBV infection was defined as the persistence of HBsAg for more than 6 months. To gather sufficient data for this meta-analysis, reliable databases were conclusively searched using appropriate keywords. Only studies that satisfied the inclusion criteria were enrolled in the present study. RESULTS This meta-analysis pooled four studies with 1135 cases of chronic hepatitis B (CHB) to evaluate the impact of PNPLA3 SNP on liver steatosis and also pooled five studies with 3713 cases of CHB to evaluate the impact of PNPLA3 SNP on cirrhosis. The association of rs738409 with each complication was investigated. The rs738409 was found to be associated with steatosis in recessive [p = 4.57 × 10-6 , odds ratio (OR) = 2.85], dominant (p = 4.35 × 10-6 , OR = 1.84), co-dominant (p = 6.18 × 10-8 ; OR = 3.74) and allelic (p = 9.79 × 10-9 ; OR = 1.78) models. No association was found between rs738409 and cirrhosis development in recessive (p = 0.99, OR = 1.00), dominant (p = 0.30, OR = 0.92), co-dominant (p = 0.74; OR = 0.96) and allelic (p = 0.45; OR = 0.96) models. CONCLUSIONS Although the PNPLA3 rs738409 G allele has been associated with the risk of steatosis in CHB patients, no association between this polymorphism and the risk of cirrhosis was seen.
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Affiliation(s)
- Saman Ghalamkari
- Baqiyatallah Research Center for Gastroenterology and Liver Diseases (BRCGL), Baqiyatallah University of Medical Sciences, Tehran, IR, Iran
| | - Heidar Sharafi
- Baqiyatallah Research Center for Gastroenterology and Liver Diseases (BRCGL), Baqiyatallah University of Medical Sciences, Tehran, IR, Iran.,Meta-analysis Study Group, Iran Hepatitis Network, Tehran, IR, Iran.,Middle East Liver Diseases (MELD) Center, Tehran, IR, Iran
| | - Seyed Moayed Alavian
- Baqiyatallah Research Center for Gastroenterology and Liver Diseases (BRCGL), Baqiyatallah University of Medical Sciences, Tehran, IR, Iran.,Meta-analysis Study Group, Iran Hepatitis Network, Tehran, IR, Iran.,Middle East Liver Diseases (MELD) Center, Tehran, IR, Iran
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Raksayot M, Chuaypen N, Khlaiphuengsin A, Pinjaroen N, Treeprasertsuk S, Poovorawan Y, Tanaka Y, Tangkijvanich P. Independent and additive effects of PNPLA3 and TM6SF2 polymorphisms on the development of non-B, non-C hepatocellular carcinoma. J Gastroenterol 2019; 54:427-436. [PMID: 30506232 DOI: 10.1007/s00535-018-01533-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 11/25/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND This study was aimed at evaluating the association between single nucleotide polymorphisms (SNPs) in the PNPLA3, NCAN, TM6SF2 and MBOAT7 and hepatocellular carcinoma (HCC) development in Thai patients according to underlying etiologies of liver disease. METHODS These SNPs were determined by allelic discrimination in blood samples of 105 healthy controls and 530 patients with HCC [270 with hepatitis B virus (HBV-HCC), 131 with hepatitis C virus (HCV-HCC), and 129 with non-B, non-C HCC (NBNC-HCC) matched for age and gender]. RESULTS G allele of PNPLA3 rs738409 variant was significantly higher in NBNC-HCC (49%) compared to healthy controls (32%), HBV-HCC (32%) and HCV-HCC (31%) (P < 0.001). T allele of TM6SF2 rs58542926 was more prevalent in NBNC-HCC (24%) than in healthy controls (8%), HBV-HCC (10%) and HCV-HCC (12%) (P < 0.001). The distribution of NCAN (rs2228603) and MBOAT7 (rs641738) was not different between groups. In multivariate logistic regression analysis, PNPLA3 rs738409 (OR 2.06, 95% CI 1.24-3.43; P = 0.005) and TM6SF2 rs58542926 (OR 2.22, 95% CI 1.34-3.65; P = 0.002) were independently associated with NBNC-HCC compared to viral-related HCC (VR-HCC). The proportion of patients with NBNC-HCC increased significantly along with the increase of the number of risk alleles. There was no association between these SNPs and overall survival in patients with HCC. CONCLUSIONS These data showed that PNPLA3 and TM6SF2 polymorphisms were independently linked to NBNC-HCC but not HBV- or HCV-HCC in Thai populations. In addition, the risk genotypes might interact with each other through tumor development in patients with NBNC-HCC.
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Affiliation(s)
- Maneerat Raksayot
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Natthaya Chuaypen
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Apichaya Khlaiphuengsin
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Nutcha Pinjaroen
- Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Sombat Treeprasertsuk
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Yong Poovorawan
- Center of Excellence in Clinical Virology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Yasuhito Tanaka
- Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Pisit Tangkijvanich
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
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Li JF, Zheng EQ, Xie M. Association between rs738409 polymorphism in patatin-like phospholipase domain-containing protein 3 (PNPLA3) gene and hepatocellular carcinoma susceptibility: Evidence from case-control studies. Gene 2018; 685:143-148. [PMID: 30403964 DOI: 10.1016/j.gene.2018.11.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 10/29/2018] [Accepted: 11/03/2018] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Numerous studies have investigated the association between patatin-like phospholipase domain-containing protein-3 (PNPLA3) rs738409 C > G polymorphism and the risk of hepatocellular carcinoma (HCC). However, the results are conflicting and inconclusive among different populations. Thus, a meta-analysis was performed to resolve this inconsistency. METHODS Potentially related studies were investigated in PubMed, Cochrane Library, EMBASE, and Chinese Biomedical Database (CBM) up to June 12, 2018. The odds ratio (OR) with a 95% confidence interval (CI) was used to explore the strength of the associations. Subgroup analysis was performed according to ethnicity and etiology of cases. Publication bias detection was conducted using Egger's test. RESULTS Fourteen case-control studies were included in this meta-analysis, reporting a total of 3527 HCC patients and 7184 controls. Overall results revealed that PNPLA3 rs738409 C > G polymorphism was associated with an increased risk of HCC in the populations studied with various types of etiology under allelic model (OR = 1.59, 95%CI: 1.20-2.10, P = 0.001), dominant model (OR = 1.55, 95%CI: 1.13-2.13, P = 0.007), homozygous model (OR = 2.76, 95%CI: 1.52-5.01, P = 0.001), heterozygous model (OR = 1.31, 95%CI: 1.01-1.69, P = 0.039), and recessive model (OR = 2.42, 95%CI: 1.51-3.87, P < 0.001). A significant increased risk was observed in patients with HCC related to alcoholic cirrhosis under all genetic models (C vs. G: OR = 3.35, 95%CI: 2.14-5.24, P < 0.001; CC vs.GG: OR = 11.02, 95%CI: 4.35-27.88, P < 0.001; CC vs. GC: OR = 2.75, 95%CI: 1.72-4.39, P < 0.001; GG vs. CC + CG: OR = 5.82, 95%CI: 2.93-11.57, P < 0.001; CG + GG vs. CC: OR = 4.08, 95%CI: 2.33-7.13, P < 0.001), with respect to specific etiology of HCC. A significant increased risk was also revealed in patients with HCC due to virus related cirrhosis under allelic model (OR = 1.19, 95%CI: 1.07-1.32, P = 0.001), dominant model (OR = 1.17, 95%CI: 1.02-1.35, P = 0.03), homozygous model (OR = 1.47, 95%CI: 1.17-1.85, P = 0.001), and recessive model (OR = 1.43, 95%CI: 1.15-1.76, P = 0.001). Subgroup analysis on ethnicity revealed that the polymorphism was associated with increased risk of HCC in Caucasians under allelic model (OR = 1.65, 95%CI: 1.12-2.45, P = 0.012), dominant model (OR = 1.63, 95%CI: 1.04-4.25, P = 0.035), homozygous model (OR = 2.88, 95%CI: 1.27-6.55, P = 0.012), and recessive model (OR = 2.48, 95%CI: 1.32-4.65, P = 0.005). CONCLUSIONS Our study suggests a significant increased association between PNPLA3 rs738409 C > G polymorphism and HCC risk in the entire populations studied, especially in Caucasians. Therefore, PNPLA3 rs738409 C > G polymorphism may be a risk factor for virus and alcoholic-related HCC.
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Affiliation(s)
- Jian-Feng Li
- Department of General Surgery, The First People's Hospital of Wenling, Weiling 317500, PR China
| | - En-Qi Zheng
- Department of General Surgery, The First People's Hospital of Wenling, Weiling 317500, PR China
| | - Ming Xie
- Department of General Surgery, The First People's Hospital of Wenling, Weiling 317500, PR China.
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