I have a new dataset of Illumina RNA-sequencing from an organism without a known genome. I have two more older datasets from the same organism (different protocol and different machine). I want to build a de-novo transcriptome assembly based on all the data (I plan to use Trinity). The question is whether to pool all the data together or run the assembly independently for each dataset and then combine the results in some way.
Does anyone have experience with this?