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Transcriptomics


                            16 million
                              ~40 bp
                             HQ reads




                            16 million
                              ~40 bp
                             HQ reads




Tuesday, January 26, 2010                13
raw data




Tuesday, January 26, 2010   14
csfasta




Tuesday, January 26, 2010   15
csfasta




Tuesday, January 26, 2010   16
csfasta




Tuesday, January 26, 2010   17
qual




Tuesday, January 26, 2010   18
stats




Tuesday, January 26, 2010   19
dealing with raw data




Tuesday, January 26, 2010      21
dealing with raw data




Tuesday, January 26, 2010      22
dealing with raw data




Tuesday, January 26, 2010      23
dealing with raw data




Tuesday, January 26, 2010      24
dealing with raw data




Tuesday, January 26, 2010      25
dealing with raw data   $$$$$$




Tuesday, January 26, 2010               26
dealing with raw data   $$$$$$




Tuesday, January 26, 2010               27
dealing with raw data




Tuesday, January 26, 2010      28
trimmed



 Processed a total of
       43490590
      sequences.
       27309944
   sequences have
  been completely
   removed during
       trimming.
     1190442453
  nucleotides have
    been trimmed,
      altogether.




Tuesday, January 26, 2010   29
ESTs                          Short Reads (ngs)




                        options:
                        assemble (non-redundant)
                        Blast Separately
                        Assemble on Reference (MAP/Variant)
                        Assemble on Reference (RNAseq)




Tuesday, January 26, 2010                                         32
ESTs

                            Assembly




Tuesday, January 26, 2010              33
ngs

                            Assembly




Tuesday, January 26, 2010              34
ngs - assembly                 open source

                            de novo




Tuesday, January 26, 2010                           35
ngs - assembly       $$$




Tuesday, January 26, 2010         36
ngs - assembly




Tuesday, January 26, 2010   37
ngs - assembly




Tuesday, January 26, 2010   38
ngs - assembly




Tuesday, January 26, 2010   39
ngs - assembly




Tuesday, January 26, 2010   40
ngs - assembly




Tuesday, January 26, 2010   41
ngs - assembly




Tuesday, January 26, 2010   42
ngs - assembly




                            9:39


Tuesday, January 26, 2010          43
ngs - assembly




                            10:00


Tuesday, January 26, 2010       44
assemble




Tuesday, January 26, 2010   45
Tuesday, January 26, 2010   46
Tuesday, January 26, 2010   47
Tuesday, January 26, 2010   48
Tuesday, January 26, 2010   49
Tuesday, January 26, 2010   50
assemble             ngs cell




Tuesday, January 26, 2010              51
assemble             ngs cell




Tuesday, January 26, 2010              52
assemble             ngs cell




Tuesday, January 26, 2010              53
output = consensus


                  ESTs      ngs




Tuesday, January 26, 2010         56
ESTs                          Short Reads (ngs)




                        options:
                        assemble (non-redundant)
                        Blast Separately
                        Assemble on Reference (MAP/Variant)
                        Assemble on Reference (RNAseq)




Tuesday, January 26, 2010                                         57
annotation




Tuesday, January 26, 2010   59
annotation




Tuesday, January 26, 2010   60
annotation




Tuesday, January 26, 2010   61
annotation




Tuesday, January 26, 2010   62
default




Tuesday, January 26, 2010   64
changes




Tuesday, January 26, 2010   66
Tuesday, January 26, 2010   67
Tuesday, January 26, 2010   68
Tuesday, January 26, 2010   69
Tuesday, January 26, 2010   70
Tuesday, January 26, 2010   71
Tuesday, January 26, 2010   72
data management


                            relational databases


                                          very large files




Tuesday, January 26, 2010                                   73
data management




Tuesday, January 26, 2010   74
data management




Tuesday, January 26, 2010   75

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