X Zhu, M Stephens - Nature communications, 2018 - nature.com
… based enrichmentanalysis method for GWAS summarystatistics… strong evidence for enrichment—for example, 20 traits have … However, this extension would increase computation …
D Lamparter, D Marbach, R Rueedi… - PLoS computational …, 2016 - journals.plos.org
… enrichment approach. We demonstrate the marked increase in power by analyzing summary statistics … (Fig 2A): for the HapMap imputeddata, VEGAS took 29 hours to compute 18,132 …
T Wang, Y Liu, Q Yin, J Geng, J Chen… - Briefings in …, 2022 - academic.oup.com
… imputesummarystatistics from a single-cell RNA-sequencing-based eQTL study with six major cell types. We detect a large amount of novel significant eQTL associations (an increase …
… for assessing the evidence that the ℓ th SNP is causal as … K = 5 to demonstrate the increase in fine-mapping performance … through imputation or indirectly through other SNPs in the data. …
D Lee, SA Bacanu - Bioinformatics, 2024 - academic.oup.com
… This panel enhances the range and accuracy of imputable variants, including the ability to imputesummarystatistics of rarer variants. As a result, GAUSS elevates the quality and …
EA King, F Dunbar, JW Davis, JF Degner - BMC bioinformatics, 2021 - Springer
… is enriched for regions where there is evidence of multiple causal variants in the GWAS trait. When multiple causal variants are present, imputedsummarystatistics … these could increase …
… improves model fits in some data sets, and hence improves … function known as the “evidence lower bound” (ELBO). … SNPs from the exact same samples, using genotype imputation if …
B Pasaniuc, AL Price - Nature reviews genetics, 2017 - nature.com
… associations in imputation using summarystatistics can be … functional annotation data to further increase fine-mapping … enrichedfunctional annotations using summarystatisticdata …
… DHS enrichment to reflect a wide diversity of potential functional genetic architectures. In general, we see that leveraging functional annotation dataimproves … using summarydata from …