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Squamous
Cell Lung
Carcinoma
Looking for
tell-tale
                Nacho
signs         Caballero
P2-N
P1   P2




P4   P3
Normal


                 P2


Intermediate   Tumor
P2-N
Human height follows
a normal distribution
Distribution of the number of reads
       that align to each gene




                            # reads
RNA Seq data
  can be modeled using a
negative binomial distribution




                          # reads
Significance
   High




     Low
 -                0          +
           Log Fold Change
Genes with significant
   count differences between
normal and intermediate samples

                                  Normal
                                  Intermediate
                                  Tumor

                                  Patient 1
                                  Patient 2
                                  Patient 3
                                  Patient 4

                                  100K counts
                                   10K counts
                                    1K counts
                                   100 counts
                                    10 counts
                                     1 counts
CDON counts are significantly smaller
   in intermediate than in normal
                                 Patient 1
                                 Patient 2
                                 Patient 3
                                 Patient 4
Number of significant genes




    71                1267




Intermediate         Tumor
     vs                vs
   Normal            Normal
Number of significant genes

                               4 patients   3 patients
4 patients        3 patients


    43       28      15        226      1041       217




   Intermediate                         Tumor
        vs                                vs
      Normal                            Normal
Interpreting
the tell-tale
signs

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Squamous Cell Carcinoma: Looking for tale-tell signs