1. I think you should give more details about how you will model the probability of fragmenting at a particular location. It sounds as though Zhang's mobile proton model primarily uses the composition of the peptide (relative frequencies of basic residues and protons, and you will be somehow combining that with the effects of specific residues adjacent to the cleavage site. How will you combine these -- will you assume the effects are multiplicative? 2. One big advantage of the Zhang model is that it is based on an underlying model of the chemical events. It is unclear to me to what extent you are going to try to interpret the probabilities you find in terms of the chemistry. You should clarify this (e.g. why, chemically, is the fragmentation more likely to occur adjacent to some residues than others). If you can provide an interpretation of your probabilities this would increase the scientific value of your model. A related point is that having some specific hypotheses about what influences the fragmenting might give you some insight into how to construct the probability model. For example, maybe you should be taking into account distances of the potential fragmentation site from basic residues or proton donors (does Zhang do this already?) Also, I presume a lot may be known about characteristics of various amino acids such as precise bond lengths, etc -- can you somehow work that into a hypothesis about which sites would be relatively more subject to nucleophilic attack? 4. Can you give a reason why you think you can do better than Zhang's model, other than just that it does poorly in some instances? For example in Figure 1, what modifications would have improved the E1 prediction? p. 7: "is analogous to the advantages of .." : can you explain briefly what those advantages are? p. 9: Also, have you thought about whether there might be other similarity metrics which are better for your purposes than the one Zhang uses? (For example, metrics that are more directly related to the accuracy of your underlying probabilities). p.14: does one need to take into account "non-neutral losses" -- i.e. losses of small charged molecules like H+ or H30+.