GSE29911
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What
We Learned |
- Interferon (IFN) and pegylated interferon
(PEG-IFN) treatment of chronic hepatitis B leads to a sustained virological response in a limited proportion of patients and has considerable side effects.
- To find novel markers associated with prognosis of IFN therapy, we investigated whether a pretreatment plasma microRNA profile could be used to
predict early virological response to IFN.
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- The optimized model consisting of 11 microRNAs yielded a 74.2% overall accuracy in the training group and was independently confirmed in the test group
(71.4% accuracy).
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- Univariate and multivariate logistic regression analyses confirmed its independent association with early virological response (OR=7.35; P=2.12×10(-5)).
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- Combining the microRNA profile with the alanine aminotransferase
level improved the overall accuracy from 73.4% to 77.3%.
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- Co-transfection of an HBV replicative construct with microRNA mimics revealed that
let-7f, miR-939 and miR-638 were functionally associated with the
HBV life cycle.
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What
We Did |
- A classification model has been built using Trainset.
The selected probes were:
- hsa-mir-507
- hsa-mir-411
- hsa-mir-130b*
- hsa-mir-615-3p
- nc2_00106057
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- The model has been tested using Testset.
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