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ANOVA and t-test were used to evaluate the variant significance of gene expression in different groups.
To evaluate the variant calling feature, we benchmarked C-Sibelia against Mauve and MUMmer on a simulated dataset, designed as follows.
The laboratory must evaluate the variant and the gene in the context of the patient's and family's history, physical examinations and previous laboratory tests in order to distinguish between variants that cause the patient's disorder and those that are incidental (secondary) findings or benign.
In order to evaluate the variant's effect on the IR biochemical and on atherogenic profile biomarkers, measured by total cholesterol, LDL-c, HDL-c, triglucosedes, glucose, insulin, and HOMA-IR, a multiple linear regression analysis was carried out according to the codominant, dominant, and recessive models, adjusted for age, sex, BMI, ancestry percentage, and disease status.
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This task frequently presents a 'bottleneck' in diagnostic workflows, limited by the number of trained staff with the required expertise to evaluate the variants and report the results.
PCR duplicates were marked by Picard, and GATK was used to realign indels, recalibrate the quality scores, call, filter, recalibrate and evaluate the variants.
Once a genetic change is identified, the physician evaluates the variant for pathogenicity.
We also specifically evaluated the variant NuMA Ala794Gly for breast cancer risk in an extensive patient series (884 unselected cases, 910 familial cases and 906 population controls) as compared to those used by Kammerer et al, (2005) [ 1].
In the second part of our experiments, we generate datasets with multiple subjects from the original BU-3DFE dataset [30] to evaluate the PLDA variant of the NRSFM algorithm in comparison with PPCA.
We evaluate the different variant states separately in order to obtain accuracy measures for each type of event, as they differ in the degree of alignment difficulty.
We subsequently evaluate the structural variant genotyping performance of AsmVar using population metrics including family relatedness and the Mendelian error rate.
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