Dear all

I can't find a good place to completely understand RT-RTCAT options in 
peptide prophet. This is all that I've understood. Correct me if I am wrong:

RT model compares peptide's retention times with those learned using an ANN 
or a LR model. The learned retention times can be produced using RT 
Training tool in TPP GUI. The model will eventually reward or penalize hits 
by comparing their retention time with those from the model. Here are my 
questions:


   1. Is this the algorithm of the ANN:* Improved Peptide Elution Time 
   Prediction for Reversed-Phase Liquid Chromatography-MS by Incorporating 
   Peptide Sequence Information : Konstantinos Petritis et al.*
   2. Is there a paper where I can read exactly how RT model works?
   3. Can I provide my own set of retention times for RT model instead of 
   using RTCalc?
   4. What is RTCAT? What is the catalog file? How does it look like? How 
   can I create it?

Thank you very much.

Sincerely,
Ali


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