Hi Jen, Thank you for your answer. However, the output file "transcript differential expression testing" gives the ratio (log2 of the fold change) of FPKM of a specific transcript between two conditions, which means this fold change in FPKM does not take the overall gene expression into consideration (the expression of one gene many be much higher in condition A than condidtion B) and therefore can not be used as difference of alternative splicing. What I am doing is looking for the difference of splicing between two cell types by examining the output file "splicing differential expression testing". In this file, column 10 gives the value of "sqrt(JS)" (the explaination of it is "The splice overloading of the primary transcript, as measured by the square root of the Jensen-Shannon divergence computed on the relative abundances of the splice variants", and the value is never larger than 1). My understanding is that, this value has already taken the overall gene expression into consideration. But I do not know how much "sqrt(JS)" equals to 2 fold of change because I want to focus the alternative splicing with 2 fold difference between two cell types. Do you know how to convert the value of "sqrt(JS)" into "fold"? In addition, how to understand the sentence "The splice overloading of the primary transcript"? If one gene have 3 transcript: A, B and C and the expression of these transcripts is: A=60%, B=25%, and C=15%, do you mean the primary transcript is A? Does the Cuffdiff take the overall expression (A+B+C=100%) or just the primary transcript (A=60%) into consideration when calculates the ratio of transcript B? Actually, it would be much easier for us if Cuffdiff calculates the ratio of the expression of the alternatively spliced exon to overall gene expression, and then compare between conditions. Thanks in advance, Jianguang
________________________________________ From: Jennifer Jackson [j...@bx.psu.edu] Sent: Thursday, September 06, 2012 12:38 PM To: Du, Jianguang Cc: galaxy-user@lists.bx.psu.edu; closetic...@galaxyproject.org Subject: Re: [galaxy-user] Please help to understand the square root of Jensen-Shannon divergence Hello Jianguang, Fold is included in the Cuffdiff output. Section "Differential expression tests", first file, column #9. http://cufflinks.cbcb.umd.edu/manual.html Hopefully this helps, Jen Galaxy team On 9/4/12 1:16 PM, Du, Jianguang wrote: > Dear All, > > I am looking for the differential splicing events between cell types. > However the Cuffdiff gives output using "the square root of > Jensen-shannon divergence" to measure the difference. > > Although I tried my best to understand "the definition of the square > root of Jensen-shannon divergence", I still could not understand the > meaning of a specific value of "the square root of Jensen-shannon > divergence". I would appreciate it very much if anyone let me know how > to covert "the square root of Jensen-shannon divergence" into "fold". > For example, how much "the square root of Jensen-shannon divergence" is > "2 fold difference" equal to. > > Thanks in advance. > > Jianguang > > > > ___________________________________________________________ > The Galaxy User list should be used for the discussion of > Galaxy analysis and other features on the public server > at usegalaxy.org. Please keep all replies on the list by > using "reply all" in your mail client. For discussion of > local Galaxy instances and the Galaxy source code, please > use the Galaxy Development list: > > http://lists.bx.psu.edu/listinfo/galaxy-dev > > To manage your subscriptions to this and other Galaxy lists, > please use the interface at: > > http://lists.bx.psu.edu/ > -- Jennifer Jackson http://galaxyproject.org ___________________________________________________________ The Galaxy User list should be used for the discussion of Galaxy analysis and other features on the public server at usegalaxy.org. Please keep all replies on the list by using "reply all" in your mail client. For discussion of local Galaxy instances and the Galaxy source code, please use the Galaxy Development list: http://lists.bx.psu.edu/listinfo/galaxy-dev To manage your subscriptions to this and other Galaxy lists, please use the interface at: http://lists.bx.psu.edu/
