Title of article :
Lower Intrafamilial Transmission Rate of Hepatitis B in Patients With Hepatitis D Coinfection: A Data-Mining Approach
Author/Authors :
Pournik, Omid mashhad university of medical sciences - Faculty of Medicine, Medical Informatics Research Center - Department of Medical Informatics, ايران , Alavian, Moayed Middle East Liver Disease Center, ايران , Ghalichi, Leila iran university of medical sciences - Deputy for Research, ايران , Hajibeigi, Bashir Iranian Blood Transfusion Organization Research Center, ايران , Razavi, Amir Reza mashhad university of medical sciences - Faculty of Medicine - Department of Medical informatics, ايران , Eslami, Saeid mashhad university of medical sciences - Faculty of Medicine, Medical Informatics Research Center - Department of Medical Informatics, ايران
From page :
1
To page :
5
Abstract :
Background: The presence of an infected family member significantly increases the risk of HBV transmission, but many socio-demographic and viral characteristics of family members affect the transmission rate. Objectives: In this study, we have used data mining techniques to investigate the impact of different variables in intrafamilial transmission of HBV infection. Patients and Methods: demographic information, viral markers, and medical history of 330 patients with chronic hepatitis B and their offspring attending a referral center in Tehran were collected. Data-mining techniques were administered to detect patterns. Results: The overall transmission rate was 15.7% (5.4% and 27.3% for male and female index cases respectively). In female patients, HBe Ag positively affected the transmission rate (49% vs. 23.4%). There was a dominant change in transmission rate of female patients with negative results for Hbe Ag with HDV coinfection, where the transmission rate changed from 25% in patients with negative results for HDV Ab to 5% in those with positive results. In Hbe Ag negative male index cases, the transmission rate was 1.3% in cases with positive results for HDV Ab compared to 7% in those with negative findings. The overall transmission rate was statistically different between patients with positive and negative results for HDV Ab (P = 0.016). Conclusions: There is a minor but consistent pattern change in the presence of HDV infection which reduces familial transmission of HBV, especially in female patients with negative results for HBe Ag.
Keywords :
Data Mining , Hepatitis B Virus , Hepatitis D , Machine Learning
Journal title :
Hepatitis Monthly
Journal title :
Hepatitis Monthly
Record number :
2557719
Link To Document :
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