1321Marginal structural model of the causal role of hepatitis B vaccination in multiple sclerosis risk. (2nd September 2021)
- Record Type:
- Journal Article
- Title:
- 1321Marginal structural model of the causal role of hepatitis B vaccination in multiple sclerosis risk. (2nd September 2021)
- Main Title:
- 1321Marginal structural model of the causal role of hepatitis B vaccination in multiple sclerosis risk
- Authors:
- Akhtar, Saeed
El-Muzaini, Hadeel
Alroughani, Raed - Abstract:
- Abstract: Background: There are conflicting reports regarding the association between uptake of recombinant vaccine against hepatitis B virus (HBV) and risk of multiple sclerosis (MS). Most cohort or case-control studies found no significant short- or long-term increase in MS risk after immunization. Whereas others reported a significant increase in MS risk within three years of HBV vaccination. The present matched case-control study was conducted to test the hypothesis whether recombinant HBV vaccination status is causally associated with MS risk using targeted maximum likelihood estimation (TMLE) that uses data-adaptive flexible machine learning algorithms to estimate the causal parameters. Methods: Confirmed 110 MS incident cases and age (± 5 years), gender and nationality matched (1:1) 110 community controls were enrolled. A pre-tested structured questionnaire was used to collect the data on demographics, environmental factors, comorbidities, history of vaccinations through face-to-face interviews both from cases and controls. We implemented case-control-weighted TMLE – a double robust, multistep procedure to estimate causal relative risk (RR), marginal odds ratio (OR) and population attributable fraction. Results: This study demonstrated a non-specific protective effect of HBV vaccine against MS risk as estimated by TMLE (causal RR 0.63, 95% CI: 0.45-0.90; p = 0.004; marginal OR 0.43; 95% CI: 0.18-0.67; p = 0.006). The population attributable fraction was 20% (95% CI:Abstract: Background: There are conflicting reports regarding the association between uptake of recombinant vaccine against hepatitis B virus (HBV) and risk of multiple sclerosis (MS). Most cohort or case-control studies found no significant short- or long-term increase in MS risk after immunization. Whereas others reported a significant increase in MS risk within three years of HBV vaccination. The present matched case-control study was conducted to test the hypothesis whether recombinant HBV vaccination status is causally associated with MS risk using targeted maximum likelihood estimation (TMLE) that uses data-adaptive flexible machine learning algorithms to estimate the causal parameters. Methods: Confirmed 110 MS incident cases and age (± 5 years), gender and nationality matched (1:1) 110 community controls were enrolled. A pre-tested structured questionnaire was used to collect the data on demographics, environmental factors, comorbidities, history of vaccinations through face-to-face interviews both from cases and controls. We implemented case-control-weighted TMLE – a double robust, multistep procedure to estimate causal relative risk (RR), marginal odds ratio (OR) and population attributable fraction. Results: This study demonstrated a non-specific protective effect of HBV vaccine against MS risk as estimated by TMLE (causal RR 0.63, 95% CI: 0.45-0.90; p = 0.004; marginal OR 0.43; 95% CI: 0.18-0.67; p = 0.006). The population attributable fraction was 20% (95% CI: 6%, 34%; p = 0.014)) Conclusions: Subject to inherent limitations of the case-control design, this study suggests a non-specific protective effect of recombinant HBV vaccination against MS risk. Future studies may contemplate to confirm these results. Key message: Causal analysis showed a non-specific protective causal association between uptake of recombinant HBV vaccine and MS risk in the study population. … (more)
- Is Part Of:
- International journal of epidemiology. Volume 50(2021)Supplement 1
- Journal:
- International journal of epidemiology
- Issue:
- Volume 50(2021)Supplement 1
- Issue Display:
- Volume 50, Issue 1 (2021)
- Year:
- 2021
- Volume:
- 50
- Issue:
- 1
- Issue Sort Value:
- 2021-0050-0001-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-09-02
- Subjects:
- Epidemiology -- Periodicals
614.4 - Journal URLs:
- http://ije.oxfordjournals.org/ ↗
http://ukcatalogue.oup.com/ ↗ - DOI:
- 10.1093/ije/dyab168.023 ↗
- Languages:
- English
- ISSNs:
- 0300-5771
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.244000
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- 18612.xml