(648a) Coupled Experimental and Bioinformatic Approach Elucidates Transcriptional Regulators of Small Non-Coding RNAs in Pathogens
AIChE Annual Meeting
2023
2023 AIChE Annual Meeting
Food, Pharmaceutical & Bioengineering Division
Systems and Quantitative Biology: Modeling Traits, Regulation, and Interactions
Wednesday, November 8, 2023 - 3:30pm to 3:48pm
To investigate the potential use of this technique in uncovering sRNA regulatory networks, we developed a coupled experimental and bioinformatic approach to predict transcriptional regulators for 91 sRNAs using a limited IPOD-HR dataset in E. coli. Along with differential sRNA expression from datamined RNA-Seq datasets covering >30 different stress conditions, we applied motif searching algorithms to identified DNA regions of protein occupancy near 91 sRNAs to propose >150 putative sRNA transcriptional DNA-binding proteins. We demonstrated the success of this method by biochemically confirming a transcriptional silencer, H-NS, of an elusive sRNA, RseX, in E. coli for which transcriptional expression remained undetected.2
In this talk, we will discuss our current work in expanding the IPOD-HR supported experimental and bioinformatic approach to uncover larger networks of sRNA transcription factors in relation to pathogenesis. Currently, we have collected new datasets in E. coli, under different nutritional conditions, and have gathered >50 putative transcription factors predicted to bind in sRNA promoters that we are examining experimentally. Notably, most of these sRNA promoters have numerous protein occupancy regions throughout growth, supporting the hypothesis of coordinated DNA-binding proteins controlling their complex induction. We are also concurrently extending these approaches to pathogenic bacteria, including the pathogenic gram-positive family, Mycobacteria. Overall, these high-throughput approaches are proving to be highly useful in our efforts to map regulatory networks of sRNAs in response to environmental stresses, including those of high relevance to pathogenesis.
1 Freddolino PL, Amemiya HM, Goss TJ, Tavazoie S (2021) PLOS Biol 19(6):e3001306.
2 Mihailovic MK, et al. (2021) Front Cell Infect Microbiol 11:696533.