Inferring an Origin of Replication With Computational Methods Brian Smith
Overview Introduction Methods Results Future work
Pseudomonas as a pathogen A cryptic megaplasmid found in Psuedomonas syringae Phenotypic costs associated with large scale HGT Introduction P. aeruginosa P. syringae pv. aesculi
The Problem Conjugation of pMP into P. aeruginosa has failed. In other Pseudomonads the pMP is transferred successfully at high numbers. Several reasons why this might be including host range, or genes on the pMP that may illicit P. aeruginosa resistance
The pMP is sequenced and the annotations are mostly ‘hypothetical protein’ Various methods for predicating bacterial origins of replication for chromosomes I wanted to see if similar methods would work on this plasmid GC skew Repetitive Motifs Searching for the Origin
Previously shown that a dramatic shift in GC content is associated with the chromosome origin and terminus (Lobry 1996). GC Skew E. coli
I Used seqinR and an R script to calculate GC across the pMP GC Skew myseq <- read.fasta(file = "Desktop/pMP.fasta", as.string = FALSE, forceDNAtolower = TRUE, set.attributes = FALSE, seqonly = TRUE, strip.desc = TRUE)
I Used seqinR and an R script to calculate GC across the pMP GC Skew myseq <- read.fasta(file = "Desktop/pMP.fasta", as.string = FALSE, forceDNAtolower = TRUE, set.attributes = FALSE, seqonly = TRUE, strip.desc = TRUE) Origin of Replication
oriFinder DnaA boxes vary in size E.coli’s is (TTATCCACA) Programs like this require that you know your motif Built a custom python script from scratch Repetitive Motifs
Input: fasta file Output to Terminal: Sequence selection Min count # of Motifs found Top 10 common Motifs found Output to file: Dictionary of Dictionaries containing motif, count, and sequence position Repetitive Motifs
Blast unknown protein sequence in this region involved in replication Engineer smaller plasmids containing min. tools for replication using restriction enzymes Attempt to conjugate new minimalist plasmids into P. aeruginosa Current/Future Goals
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