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Yendewa GA, Salata RA, Olasehinde T, Mulindwa F, Jacobson JM, Mohareb AM. Self-reported hepatitis B testing among noninstitutionalized adults in the United States before the implementation of universal screening, 2013-2017: A nationwide population-based study. J Viral Hepat 2024; 31:657-669. [PMID: 39078109 PMCID: PMC11565436 DOI: 10.1111/jvh.13985] [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: 01/06/2024] [Revised: 06/09/2024] [Accepted: 07/16/2024] [Indexed: 07/31/2024]
Abstract
In 2023, the US Centers for Disease Control and Prevention recommended universal screening for hepatitis B virus (HBV); however, the proportion of US adults screened before implementing this recommendation is unknown. We analysed nationally representative data from the National Health Interview Survey (2013-2017) on self-reported HBV testing among noninstitutionalized US adults ≥18 years. We employed Poisson logistic regression to identify factors associated with self-reported testing, using a conceptual framework that included four overarching factors: sociodemographic characteristics, healthcare access, health-seeking behaviours and experiences, and access to internet-based health information. Among 149,628 survey respondents, the self-reported HBV testing rate was 27.2% (95% CI 26.2-28.7) and increased by 1.7% from 2013 to 2017 (p = .006). In adjusted analysis, health-seeking behaviours and experiences had the strongest associations of self-reported testing including a history of hepatitis (AOR 2.68, 95% CI 1.92-3.73), receipt of hepatitis B vaccination (AOR 5.11, 95% CI 4.61-5.68) and prior testing for hepatitis C (AOR 9.14, 95% CI 7.97-10.48) and HIV (AOR 2.69, 95% CI 2.44-2.97). Other factors associated with testing included being male (AOR 1.14, 95% CI 1.03-1.26), ages 30-44 years (AOR 1.37, 95% CI 1.17-1.61), 45-60 years (AOR 1.55, 95% CI 1.30-1.80) and ≥60 years (AOR 1.53, 95% CI 1.28-1.84), residence in the Western US region (AOR 1.23, 95% CI 1.06-1.43), and access to internet-based health information (AOR 1.32, 95% CI 1.18-1.47). Being Hispanic was associated with lower odds of testing (AOR 0.80, 95% CI 0.66-0.97). These findings may help guide optimal HBV screening in the universal testing era.
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Affiliation(s)
- George A Yendewa
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Division of Infectious Diseases and HIV Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Robert A Salata
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Division of Infectious Diseases and HIV Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Temitope Olasehinde
- Division of Infectious Diseases and HIV Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Frank Mulindwa
- United Health Services Wilson Medical Center, Johnson City, New York, USA
| | - Jeffrey M Jacobson
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Division of Infectious Diseases and HIV Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Amir M Mohareb
- Center for Global Health, Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Yao N, Liu Y, Xu J, Wang Q, Zhou Q, Wang Y, Yi D, Wu Y. Identification of associated risk factors for serological distribution of hepatitis B virus via machine learning models. BMC Infect Dis 2024; 24:66. [PMID: 38195403 PMCID: PMC10775609 DOI: 10.1186/s12879-023-08911-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 12/14/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND The provincial-level sero-survey was launched to learn the updated seroprevalence of hepatitis B virus (HBV) infection in the general population aged 1-69 years in Chongqing and to assess the risk factors for HBV infection to effectively screen persons with chronic hepatitis B (CHB). METHODS A total of 1828 individuals aged 1-69 years were investigated, and hepatitis B surface antigen (HBsAg), antibody to HBsAg (HBsAb), and antibody to B core antigen (HBcAb) were detected. Logistic regression and three machine learning (ML) algorithms, including random forest (RF), support vector machine (SVM), and stochastic gradient boosting (SGB), were developed for analysis. RESULTS The HBsAg prevalence of the total population was 3.83%, and among persons aged 1-14 years and 15-69 years, it was 0.24% and 4.89%, respectively. A large figure of 95.18% (770/809) of adults was unaware of their occult HBV infection. Age, region, and immunization history were found to be statistically associated with HBcAb prevalence with a logistic regression model. The prediction accuracies were 0.717, 0.727, and 0.725 for the proposed RF, SVM, and SGB models, respectively. CONCLUSIONS The logistic regression integrated with ML models could helpfully screen the risk factors for HBV infection and identify high-risk populations with CHB.
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Affiliation(s)
- Ning Yao
- Department of Health Statistics, College of Preventive Medicine, Army Medical University, NO.30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Yang Liu
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Jiawei Xu
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Qing Wang
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Quanhua Zhou
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Yue Wang
- Chongqing Center for Disease Control and Prevention, NO.8 Changjiang 2nd Street, Yuzhong District, Chongqing, 400042, China
| | - Dong Yi
- Department of Health Statistics, College of Preventive Medicine, Army Medical University, NO.30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China.
| | - Yazhou Wu
- Department of Health Statistics, College of Preventive Medicine, Army Medical University, NO.30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China.
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Mohamed EA, Giama NH, Abdalla AO, Shaleh HM, Oseini AM, Ali HA, Ahmed F, Taha W, Ahmed Mohammed H, Cvinar J, Waaeys IA, Ali H, Allotey LK, Ali AO, Mohamed SA, Harmsen WS, Ahmmad EM, Bajwa NA, Afgarshe MD, Shire AM, Balls-Berry JE, Roberts LR. High prevalence of chronic viral hepatitis B and C in Minnesota Somalis contributes to rising hepatocellular carcinoma incidence. World J Gastroenterol 2022; 28:5217-5229. [PMID: 36188718 PMCID: PMC9516675 DOI: 10.3748/wjg.v28.i35.5217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/28/2022] [Accepted: 08/17/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Chronic hepatitis B virus (HBV) and hepatitis C virus (HCV) infections are known risk factors for liver disease, cirrhosis and hepatocellular carcinoma (HCC). There is substantial global variation in HBV and HCV prevalence resulting in variations in cirrhosis and HCC. We previously reported high prevalence of HBV and HCV infections in Somali immigrants seen at an academic medical center in Minnesota. AIM To determine the prevalence of chronic viral hepatitis in Somali immigrants in Minnesota through a community-based screening program. METHODS We conducted a prospective community-based participatory research study in the Somali community in Minnesota in partnership with community advisory boards, community clinics and local mosques between November 2010 and December 2015 (data was analyzed in 2020). Serum was tested for hepatitis B surface antigen, hepatitis B core antibody, hepatitis B surface antibody and anti-HCV antibody. RESULTS Of 779 participants, 15.4% tested positive for chronic HBV infection, 50.2% for prior exposure to HBV and 7.6% for chronic HCV infection. Calculated age-adjusted frequencies in males and females for chronic HBV were 12.5% and 11.6%; for prior exposure to HBV were 44.8% and 41.3%; and for chronic HCV were 6.7% and 5.7%, respectively. Seven participants developed incident HCC during follow up. CONCLUSION Chronic HBV and HCV are major risk factors for liver disease and HCC among Somali immigrants, with prevalence of both infections substantially higher than in the general United States population. Community-based screening is essential for identifying and providing health education and linkage to care for diagnosed patients.
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Affiliation(s)
- Essa A Mohamed
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN 55905, United States
| | - Nasra H Giama
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- School of Nursing, University of Minnesota, Minneapolis, MN 55455, United States
| | - Abubaker O Abdalla
- Division of Digestive Diseases, Emory School of Medicine, Atlanta, GA 30322, United States
| | - Hassan M Shaleh
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, United States
| | - Abdul M Oseini
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Hamdi A Ali
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Fowsiyo Ahmed
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Wesam Taha
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- Department of Internal Medicine, NewYork-Presbyterian Queens, Flushing, NY 11355, United States
| | - Hager Ahmed Mohammed
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- Department of Pediatrics, University of Nevada Las Vegas, Las Vegas, NV 89154, United States
| | - Jessica Cvinar
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Ibrahim A Waaeys
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, United States
| | - Hawa Ali
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Loretta K Allotey
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Abdiwahab O Ali
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, United States
| | - Safra A Mohamed
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, United States
| | - William S Harmsen
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, United States
| | - Eimad M Ahmmad
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Numra A Bajwa
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
| | - Mohamud D Afgarshe
- Department of Medicine, Gargar Urgent Care and Clinic, Minneapolis, MN 55406, United States
| | - Abdirashid M Shire
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
- Office of the Director, Shire Scientific, Minneapolis, MN 55405, United States
| | - Joyce E Balls-Berry
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN 55905, United States
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, MO 63130, United States
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, MO 63130, United States
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, United States
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