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Lu W, Zheng F, Li Z, Zhou R, Deng L, Xiao W, Chen W, Zhao R, Chen Y, Tan Y, Li Z, Liu L, Tan D, Liu N. Association Between Environmental and Socioeconomic Risk Factors and Hepatocellular Carcinoma: A Meta-Analysis. Front Public Health 2022; 10:741490. [PMID: 35252078 PMCID: PMC8893961 DOI: 10.3389/fpubh.2022.741490] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 01/12/2022] [Indexed: 11/30/2022] Open
Abstract
Background The association between environmental and socioeconomic risk factors and the occurrence of hepatocellular carcinoma (HCC) are still inconclusive. A meta-analysis was conducted to address this issue. Methods We systematically searched the databases including PubMed, Web of Science, and Google Scholar and collected the related risk factors of HCC before March 6, 2020. Statistical analysis was performed on the odds ratio (OR) value and 95% CI of the correlation between environmental and socioeconomic factors and HCC. Begg's rank correlation test, Egger's linear regression test, and the funnel plot were employed for identification of the publication bias. Results Out of 42 studies, a total of 57,892 participants were included. Environmental and socioeconomic risk factors including ever educated (illiteracy); race (Black, Hispanic, and Asian); medium and low incomes; occupations (farmer and labor); passive smoking; place of residence (rural); blood aflatoxin B1 (AFB1) adduct level; exposure of pesticide, etc., were statistically increased with the occurrence of HCC (P < 0.05) and OR values and 95% CIs were 1.37 (1.00, 1.89), 2.42 (1.10–5.31), 1.90 (0.87–4.17), 5.36 (0.72–40.14), 1.48 (1.11, 1.96), 1.74 (1.00–3.03), 1.49 (1.06–2.08), 1.52 (1.07–2.18), 1.43 (0.27, 7.51), 1.46 (1.09, 1.96), 2.58 (1.67–3.97), and 1.52 (0.95–2.42), respectively. We found 6–9, 9–12, and ≥12 years of education that statistically reduced the risk of the occurrence of HCC (P < 0.05) and OR values and 95% CIs were 0.70 (0.58, 0.86), 0.52 (0.40, 0.68), and 0.37 (0.23, 0.59), respectively. No significant associations (P > 0.05) were observed between race (Hispanic and Asian), passive smoking, marital status, place of birth, place of residence, and HCC. In stratified analysis, exposure of pesticide was statistically significant (P < 0.05), while race of black was on the contrary. Conclusion Environmental and socioeconomic risk factors have great impacts on the incidence rate of HCC. Improving national education and income levels can significantly reduce the risk of HCC. PROSPERO Registration https://www.crd.york.ac.uk/prospero/, identifier: CRD42020151710.
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Affiliation(s)
- Wenfeng Lu
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Fengjiao Zheng
- Department of Clinical Laboratory, The Air Force Hospital of Southern Theater Command of Chinese People's Liberation Army (PLA), Guangzhou, China
- *Correspondence: Fengjiao Zheng
| | - Zhi Li
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Rui Zhou
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Lugang Deng
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Wenwei Xiao
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Wenyan Chen
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Rong Zhao
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yulan Chen
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yuxing Tan
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Zhibo Li
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Limin Liu
- College of Public Health, Zhengzhou University, Zhengzhou, China
- Institute of Chronic Disease Risks Assessment, School of Nursing and Health, Henan University, Kaifeng, China
| | - Duxun Tan
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- Duxun Tan
| | - Nan Liu
- Institute of Environment and Health, Health Science Center, South China Hospital, Shenzhen University, Shenzhen, China
- College of Public Health, Zhengzhou University, Zhengzhou, China
- Institute of Chronic Disease Risks Assessment, School of Nursing and Health, Henan University, Kaifeng, China
- Nan Liu
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Melaram R. Environmental Risk Factors Implicated in Liver Disease: A Mini-Review. Front Public Health 2021; 9:683719. [PMID: 34249849 PMCID: PMC8264448 DOI: 10.3389/fpubh.2021.683719] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/17/2021] [Indexed: 01/08/2023] Open
Abstract
Liver disease is a global health issue, resulting in about two million deaths per year. It encompasses a wide spectrum of varied or unknown etiologies, ranging from lifestyle choices to pre-existing comorbidities. In recent decades, exposure to environmental toxins and subsequent liver health outcomes have captured public interest, due to the extensive application of pesticides, consumption of aflatoxin contaminated foodstuff, and cyanobacterial harmful algae blooms in endemic regions of liver disease. Hepatocellular carcinoma is a serious and debilitating condition of the liver, characterized by abdominal pain and unexplained weight loss. Established risk factors for hepatocellular carcinoma include alcohol consumption, cigarette smoking, and viral infections of hepatitis B and C. However, mounting evidence suggests that environmental toxins may represent an important contributing factor in hepatocellular carcinoma development. This mini-review synthesizes epidemiological investigations, providing evidence for environmental toxins as one potential risk factor for liver disease.
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Affiliation(s)
- Rajesh Melaram
- School of Health Sciences, Walden University, Minneapolis, MN, United States
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Matsuura T, Ohfuji S, Enomoto M, Tamori A, Kubo S, Kioka K, Kawada N, Fukushima W. Risk factors for hepatocellular carcinoma in treated chronic hepatitis C patients-Relationship to smoking and alcohol. JGH OPEN 2020; 4:867-875. [PMID: 33102757 PMCID: PMC7578324 DOI: 10.1002/jgh3.12331] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 03/03/2020] [Accepted: 03/13/2020] [Indexed: 01/19/2023]
Abstract
Background and Aim The purpose of this study was to identify lifestyle risk factors, such as cigarette smoking and alcohol consumption, in relation to the development of hepatocellular carcinoma (HCC) among chronic hepatitis C patients who have achieved a sustained virologic response (SVR). Methods This cross-sectional study was conducted between 2014 and 2017 using self-administered questionnaires and medical information at two tertiary hospitals in Osaka, Japan. Study subjects were chronic hepatitis C patients who had achieved SVR without HCC following antiviral treatment that was completed more than 1 year earlier. A logistic regression model was used to calculate adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for the development of post-SVR HCC for each factor. Results Of 202 participants, 18 patients were diagnosed with post-SVR HCC. After considering potential confounders, former drinkers at the time of SVR (OR, 9.51; 95% CI, 1.08-83.90) and patients with a history of gastric or duodenal ulcer (OR, 4.14; 95% CI, 1.37-12.46) were significantly associated with HCC. In addition, among patients with severe fibrosis, current smokers at the time of SVR had an increased OR for HCC compared with never smokers, with marginal significance (OR, 5.61; 95% CI, 0.97-32.63). Conclusions In chronic hepatitis C patients with severe fibrosis, continuing smoking after achieving SVR could be a risk factor for post-SVR HCC. The relationship between gastric or duodenal ulcer history and post-SVR HCC should be investigated further.
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Affiliation(s)
- Tomoka Matsuura
- Department of Public Health Osaka City University Graduate School of Medicine Osaka Japan.,Department of Hepatology Osaka City University Graduate School of Medicine Osaka Japan
| | - Satoko Ohfuji
- Department of Public Health Osaka City University Graduate School of Medicine Osaka Japan
| | - Masaru Enomoto
- Department of Hepatology Osaka City University Graduate School of Medicine Osaka Japan
| | - Akihiro Tamori
- Department of Hepatology Osaka City University Graduate School of Medicine Osaka Japan
| | - Shoji Kubo
- Department of Hepato-Biliary-Pancreatic Surgery Osaka City University Graduate School of Medicine Osaka Japan
| | - Kiyohide Kioka
- Department of Hepatology Osaka City General Hospital Osaka Japan
| | - Norifumi Kawada
- Department of Hepatology Osaka City University Graduate School of Medicine Osaka Japan
| | - Wakaba Fukushima
- Department of Public Health Osaka City University Graduate School of Medicine Osaka Japan
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Niehoff NM, Zabor EC, Satagopan J, Widell A, O'Brien TR, Zhang M, Rothman N, Grimsrud TK, Van Den Eeden SK, Engel LS. Prediagnostic serum polychlorinated biphenyl concentrations and primary liver cancer: A case-control study nested within two prospective cohorts. ENVIRONMENTAL RESEARCH 2020; 187:109690. [PMID: 32474310 PMCID: PMC7317661 DOI: 10.1016/j.envres.2020.109690] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 04/28/2020] [Accepted: 05/14/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND Polychlorinated biphenyls (PCBs) were used in electrical equipment and a range of construction materials. Although banned in the United States and most of Europe in the 1970s, they are highly persistent in the environment and bioaccumulate. Whether PCBs are associated with liver cancer risk at general population levels is unknown. METHODS This study consisted of 136 incident liver cancer cases and 408 matched controls from the Kaiser Permanente Northern California Multiphasic Health Checkup (MHC) cohort and 84 cases and 252 matched controls from the Norwegian Janus cohort. Sera collected in the 1960s-1980s were measured for 37 PCB congeners and markers of hepatitis B (HBV) and C (HCV) infection. Odds ratios (OR) and 95% confidence intervals (CI) for tertiles of each lipid-adjusted PCB were estimated from conditional logistic regression. We also examined the molar sum of congeners in groups: total PCBs; low, medium, and high chlorination; and Wolff functional groups. RESULTS Concentrations of individual congeners from the 1960s/1970s sera ranged from 1.3-123.0 and 1.4-116.0 ng/g lipid among MHC cases and controls, respectively, and from 1.9-258.0 and 1.9-271.0 ng/g lipid among Janus cases and controls, respectively. Among MHC participants with sera from the 1960s, collected an average of 27 years before diagnosis among cases, the top tertile of PCBs 151, 170, 172, 177, 178, 180, and 195 was significantly associated with elevated odds of liver cancer (OR range = 2.01-2.38); most of these congeners demonstrated exposure-response trends. For example, ORtertile 3vs1 = 2.38 (95% CI: 1.22-4.64, p-trend = 0.01) for PCB 180. As a group, Wolff group 1b congeners, which are biologically persistent and weak phenobarbital inducers, were associated with increased odds. In MHC participants, ever vs. never HBV or HCV infection modified the PCB-liver cancer associations. There was little evidence of an association between PCBs and odds of liver cancer among the Janus cohort. DISCUSSION We observed associations between a number of PCB congeners and increased odds of liver cancer among MHC, but not Janus, participants with sera from the 1960s/1970s.
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Affiliation(s)
- Nicole M Niehoff
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA; Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Emily C Zabor
- Department of Quantitative Health Sciences, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jaya Satagopan
- Department of Biostatistics and Epidemiology, School of Public Health, Rutgers- the State University of New Jersey, Piscataway, NJ, USA
| | - Anders Widell
- Department of Medical Microbiology, Lund University, Malmö, Sweden
| | - Thomas R O'Brien
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institute of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Mingdong Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institute of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institute of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Tom K Grimsrud
- Department of Research, Cancer Registry of Norway, Institute of Population-based Cancer Research, Oslo, Norway
| | | | - Lawrence S Engel
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA.
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