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It proceeds by explaining the function of the Regulation, and by explaining its application to biobanks – concluding that the Regulation applies to both samples and data, and continues to apply until they are destroyed, and that biobanks can always be considered to process sensitive personal data (section 2).
Furthermore, there are specific 'projects' (e.g. biobanks collections of cells, tissues, blood, DNA samples) that may have a two-fold character, as collections of both samples and data.
WMKF, conceived and designed the study, supervised both samples and data collection and participated in writing the manuscript, data analysis and interpretation.
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In order to test the compression/decompression procedure, we have built a processing pipeline that both samples and reconstructs data from a dataset.
We had previously performed WGBS on both samples and obtained sufficient data to evaluate the genomic methylation statuses (unpublished data), and we were thus able to apply these data to estimate the accuracies of the methylation measurements that were obtained using the LHC-BS method.
Average linkage clustering was carried out on both samples and mRNA and miRNA expression data, respectively, using Pearson correlation as a distance measure.
Moreover, the influence of both taxon sampling and data partitioning on the accuracy of the estimated ages were assessed.
Because the Demographic and Health Surveys is a series of standardized surveys, identical procedures were used for both the sampling and data collection in all EDHS waves.
Finally, we combined the data from both samples and calculated two logistic regressions to get a more reliable estimation of odds ratios and, especially, their confidence limits.
Small areas of tissue can be selected for analysis, and other advantages include the speed of both sample preparation and data collection.
For both studies, the research design, sampling and data collection procedures were deemed appropriate.
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