Assessment of RNA-seq Sample Preparation Methodology [Data Management Plan]
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2023-04-01
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Edition:Data Management Plan
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Abstract:This study was designed to designed to address concerns regarding effects of lab processing techniques on downstream results and also to determine an optimal combination of software programs to use to align genetic data and assess differential expression. Homogeneous lab samples were tested using two different purification methods and compared to unpurified samples to determine if either purification method had any impact on differential expression. Genetic data was also simulated with a known rate of differential expression. All samples were aligned and analyzed for differential expression using combinations of seven different alignment programs and nine different differential expression programs. Results were compared to determine which alignment program(s) and which differential expression program(s) provided optimal results in terms of accuracy, time required for processing and data storage footprint.
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