I tried to look for one place where one could get a simple list of the commonly acknowledged transcription factors (Tfs) in humans, but it is surprisingly non-trivial to find this! Any suggestions are welcome...
I have come across the following website
http://www.grnpedia.org/trrust/TRRUST (version 2) is
a manually curated database of human and mouse transcriptional regulatory networks.
They have a list of 800 known human TFs, and 2095 genes regulated by these TFs - total of 8,444 regulatory links - all curated and compiled through sentence-based text mining.
I have taken their list, removed duplicates, and I am using this list of close to 3000 proteins to narrow down our focus on the data from the RNASeqV2RSEM. It will take me some time to fully accomplish this and double-check the data..and this is what I am currently working on.