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ShareScore release 0.9.0
Dataset results
2 results for “MWAS”
COLONOMICS - predictive models for normal colon gene expression and DNA methylation for TWAS and MWAS
<p>We provide significant SNP prediction models derived from the COLONOMICS data (<a href="https://www.colonomics.org">https://www.colonomics.org</a>). Genotypes were obtained by Affymetrix 6.0 array, imputed to TopMed panel. Gene expression was obtained from Affymetrix U219 array, DNA methylation was obtained with Illuminan 450K array and miRNA expression was obtained by NGS. We provide SNP prediction models for 1,758 genes, 30,530 CpG probes and 38 miRNAs obtained from colon normal biopsy samples. These features can be predicted from SNPs located within ±1Mb, which we assumed they act through cis mechanisms. We include the model’s summary statistics and corresponding SNP weights in SQLite objects. Models were trained using the elastic net procedure employed in the PredictDB pipeline (<a href="https://predictdb.org/">https://predictdb.org</a>), according to which only models with a predictive performance p-value < 0.05 and R<sup>2</sup> > 0.1 are considered significant. We adjusted the models by basic covariates, i.e., sex, age, tissue type and colon anatomic location where biopsies were collected (left and right colon). Genome coordinates refer to GRCh37/hg19.</p>
The MWAS and mQTL data
<p>This dataset contains the MWAS and mQTL data of paper entitled "<strong>Systematic integrated analysis of genetic and epigenetic variation in diabetic kidney disease" (</strong>www.pnas.org/cgi/doi/10.1073/pnas.2005905117<strong>)</strong></p> <p>"<a href="https://zenodo.org/api/files/084761c9-5726-4af1-b7f0-5c1852e094c8/FinalA1cSum.txt">FinalA1cSum.txt</a>" contains the MWAS results for CpG sites that associated with HgbA1c</p> <p>"<a href="https://zenodo.org/api/files/084761c9-5726-4af1-b7f0-5c1852e094c8/FinalAlbuSum.txt">FinalAlbuSum.txt</a>" contains the MWAS results for CpG sites that associated with albuminuria</p> <p>"<a href="https://zenodo.org/api/files/084761c9-5726-4af1-b7f0-5c1852e094c8/FinaleGFRSum.txt">FinaleGFRSum.txt</a>" contains the MWAS results for CpG sites that associated with eGFR (kidney function)</p> <p>"<a href="https://zenodo.org/api/files/084761c9-5726-4af1-b7f0-5c1852e094c8/FinalSlpSum.txt">FinalSlpSum.txt</a>" contains the MWAS results for CpG sites that associated with eGFR slope (kidney function decline)</p> <p>"<a href="https://zenodo.org/api/files/084761c9-5726-4af1-b7f0-5c1852e094c8/mqtlFinalSum.txt.gz">mqtlFinalSum.txt.gz</a>" contains mQTL data in 473 blood samples of CRIC cohort.</p>
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