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Preserving data provenance ensures that a majority of the original information in a given dataset is retained during the data integration process.
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And for comparison of HI genes, MI genes and CI genes, only unique genes in each dataset were retained.
Loci for which the genotypes passed the quality control of both the HF dataset and the combined GWH and MRY dataset were retained in the entire dataset.
NJH cohort mRNA expression profiles were collected and processed in the same manner as the LTRC cohort data, with the exception of the final filtering step; in this case, 11950 transcripts from the LTRC dataset were retained in the dataset.
Euclidian distances between each simulated and the observed dataset in the space of summary statistics are computed and only the simulated data sets closest to the observed dataset are retained.
In summary, 153 AFLP markers genotyped on 455 individuals (the A dataset) and 153 AFLP and 166 SNP markers genotyped on 91 individuals (the S+A dataset) were retained in the analysis after filtering and sorting.
This approach considers the total number of correlations calculated for the entire dataset and only the partial correlation values that achieve the significance threshold for the entire dataset are retained to define the connectivity between a target and hub gene.
The mixed data types in the clinical dataset were retained in their original formats to preserve the complexity of these data but this restricted our comparison of these data to results from Latent Gold and SNOB.
The specified stereoconfiguration of all bioactives and decoys of the datasets was retained.
A significant question one must answer is: how long must huge genomics datasets be retained?
After merging, markers with a genotyping success rate lower than 95% were removed to ensure that only overlapping markers between datasets were retained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com