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RNA seq to understand mechanisms underlying transformation/self-renew of myeloid progenitor cells with KrasG12D activation and p53 deletion. Mx1Cre, (M, 2) Mx1Cre;p53loxp/ loxp , (MP, 2) Mx1Cre;LSLKrasG12D, (MK, 3) Mx1Cre;p53loxp/loxp;LSLKrasG12D, (MPK, 3 ). pIpC.
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RNA seqto understand mechanisms underlying transformation/self-renew of myeloid progenitor cells with KrasG12D activation and p53 deletion Mx1Cre, (M, 2) Mx1Cre;p53loxp/loxp, (MP, 2) Mx1Cre;LSLKrasG12D, (MK, 3) Mx1Cre;p53loxp/loxp;LSLKrasG12D, (MPK, 3) pIpC FACS sorting for LinlowCkit+Sca1- myeloid progenitor cells (doubly sorted 5,000-20,000 cells) RNA extraction (1.5-2 ng) Ovation® RNA-SeqSystem (to prepare amplified cDNA fromas little as 500 pg total RNA ) Library generation Sequencing (36bp single end)
Multiple analyses of RNA seq data Cleaned up reads Reference sequence De novo assembled transcriptome Ref Flat Ref Seq Reference sequence HTSeq Cufflink Annotation E D C CC Differential expression analysis Annotation EdgeR DeSeq Cuffdiff Comparison was done for: MPK/MK, MPK/M, MK/M DEA On going
Overlapping of multiple analyses results MK/M MPK/MK 414 395 MPK/M 437 116 18 41 205 29 3 90 23 234 202 16 32 107 94 245 EdgeR 35 DeSeq 18 118 Cuffdiff Log2(fold change) ≥1 and P≤ 0.2
Top 5 functional networks interfered in MPK vs MK comparison
Candidate genes to validate • Proof of principle by individual qPCR? • 17 genes • Large scale by qPCR chip? • Effects of p53 loss on top of Kras mutation • p53 targets • Interesting functions • Inflammation/immune response • Cellular interaction/signaling • Hematopoietic development [MPK/MK (41 genes) MPK/M (245 genes)](9 genes) MPK/MK (41 genes) MK/M (234 genes)](10 genes) [MPK/M (245) - MK/M(234)](117 genes) MPK/MK (41 genes)= 151 genes [MPK/MK (30) MPK/M(38)](58 genes) If above 151 genes =208 genes