Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran
Background: One of the main health problems in the world is hepatitis B virus (HBV) infection. Vaccination and other factors can affect HBV infection. As various effective factors have been reported in different regions and studies, this study aimed to investigate the association between HBV infecti...
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doaj-5363f23b92984705b16c36a58274c0c62021-03-06T06:09:05ZengShiraz University of Medical SciencesIranian Journal of Medical Sciences0253-07161735-36882021-03-014629310210.30476/ijms.2019.83112.119946890Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in IranAli Mohammad Mokhtari0Mohsen Moghadami1Mozhgan Seif2Alireza Mirahmadizadeh3Student Research Committee, Shiraz University of Medical Sciences, Shiraz, IranClinical Microbiology Research Center, Shiraz University of Medical Sciences, Shiraz, IranDepartment of Epidemiology, School of Health, Shiraz University of Medical Sciences, Shiraz, IranNon-communicable Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, IranBackground: One of the main health problems in the world is hepatitis B virus (HBV) infection. Vaccination and other factors can affect HBV infection. As various effective factors have been reported in different regions and studies, this study aimed to investigate the association between HBV infection and routine vaccination and other effective factors 25 years since the launch of the national vaccination program in Iran.Methods: This cross-sectional study, conducted in 2017 in Shiraz (Iran), investigated factors such as demographic variables such as gender, education, and occupation, vaccination status, and the potential risk factors for HBV infection. Hepatitis B surface antigen (HBsAg) and anti-hepatitis B core antibody (HBc Ab) tests were performed to determine HBV infection status. The data were analyzed using R software (version 3.5.2), using multivariate logistic regressions and machine learning methods. The level of significance was considered below 0.05.Results: A total of 2720 individuals were enrolled in the study (194 cases with HBV infection). Based on the logistic regression analyses, factors such as a family history of the disease (OR=2.53, p <0.001), vaccination (OR=0.57, P=0.004), a history of high-risk behaviors (OR=1.48, P=0.022), and occupation (OR=1.80, P=0.035) were significantly associated with HBV infection. Based on the conditional tree method, a family history of infection (p <0.001) and vaccination (P=0.023) were two important factors in classifying individuals for HBV infection.Conclusion: Based on the different methods applied in this study, HBV infection was affected by factors such as a family history of the disease, national HBV vaccination, and occupation. It appears that HBV vaccination, launched by the Iranian Ministry of Health and Medical Education in 1993, has reduced HBV infection.https://ijms.sums.ac.ir/article_46890_ffd74f807a398b1ace8b8ef80d7d9ce5.pdfhepatitis brisk factorsvaccinationlogistic modelsmachine learning |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ali Mohammad Mokhtari Mohsen Moghadami Mozhgan Seif Alireza Mirahmadizadeh |
spellingShingle |
Ali Mohammad Mokhtari Mohsen Moghadami Mozhgan Seif Alireza Mirahmadizadeh Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran Iranian Journal of Medical Sciences hepatitis b risk factors vaccination logistic models machine learning |
author_facet |
Ali Mohammad Mokhtari Mohsen Moghadami Mozhgan Seif Alireza Mirahmadizadeh |
author_sort |
Ali Mohammad Mokhtari |
title |
Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran |
title_short |
Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran |
title_full |
Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran |
title_fullStr |
Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran |
title_full_unstemmed |
Association of Routine Hepatitis B Vaccination and Other Effective Factors with Hepatitis B Virus Infection: 25 Years Since the Introduction of National Hepatitis B Vaccination in Iran |
title_sort |
association of routine hepatitis b vaccination and other effective factors with hepatitis b virus infection: 25 years since the introduction of national hepatitis b vaccination in iran |
publisher |
Shiraz University of Medical Sciences |
series |
Iranian Journal of Medical Sciences |
issn |
0253-0716 1735-3688 |
publishDate |
2021-03-01 |
description |
Background: One of the main health problems in the world is hepatitis B virus (HBV) infection. Vaccination and other factors can affect HBV infection. As various effective factors have been reported in different regions and studies, this study aimed to investigate the association between HBV infection and routine vaccination and other effective factors 25 years since the launch of the national vaccination program in Iran.Methods: This cross-sectional study, conducted in 2017 in Shiraz (Iran), investigated factors such as demographic variables such as gender, education, and occupation, vaccination status, and the potential risk factors for HBV infection. Hepatitis B surface antigen (HBsAg) and anti-hepatitis B core antibody (HBc Ab) tests were performed to determine HBV infection status. The data were analyzed using R software (version 3.5.2), using multivariate logistic regressions and machine learning methods. The level of significance was considered below 0.05.Results: A total of 2720 individuals were enrolled in the study (194 cases with HBV infection). Based on the logistic regression analyses, factors such as a family history of the disease (OR=2.53, p <0.001), vaccination (OR=0.57, P=0.004), a history of high-risk behaviors (OR=1.48, P=0.022), and occupation (OR=1.80, P=0.035) were significantly associated with HBV infection. Based on the conditional tree method, a family history of infection (p <0.001) and vaccination (P=0.023) were two important factors in classifying individuals for HBV infection.Conclusion: Based on the different methods applied in this study, HBV infection was affected by factors such as a family history of the disease, national HBV vaccination, and occupation. It appears that HBV vaccination, launched by the Iranian Ministry of Health and Medical Education in 1993, has reduced HBV infection. |
topic |
hepatitis b risk factors vaccination logistic models machine learning |
url |
https://ijms.sums.ac.ir/article_46890_ffd74f807a398b1ace8b8ef80d7d9ce5.pdf |
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