transcriptomes
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A dynamic regulatory mechanism controlling bacterial persister formation and resuscitation within biofilms
PROJECT SUMMARY Persisters present a major challenge in clinical infection treatment and recurrent infection management. A continued effort towards a better understanding of the molecular mechanisms of persister formation and resuscitation is needed to provide novel treatment strategies for the control of chronic infections and problems related to persisters. Unlike resistant bacteria, persisters are genetically identical to their susceptible counterparts, and this phenotypic state is inherently transient and shifts in response to environmental conditions. Therefore, it is essential to use an approach tailored to the transient and rare nature of this phenomenon. Pseudomonas aeruginosa (Pa) is an important human pathogen frequently implicated in both acute and chronic infections. Persisters have been identified in both Pa planktonic and biofilm modes of growth, with higher frequencies of persister formation being observed in biofilm, especially in the interior of the mature biofilm structure. In this study, we obtained the first high-resolution single-cell transcriptomes of persister and resuscitated cells isolated directly from the interior of mature biofilms. The results led to the identification of a previously uncharacterized transcriptional regulator that controls persister formation and resuscitation. This regulator, named PriR here, is conserved in Pseudomonas species and has homologs in two critical bacterial pathogens, Acinetobacter baumannii and Enterobacter cloacae. We showed that PriR has a dynamic spatiotemporal gene expression profile, and its expression directly correlates with and causes persister resuscitation. In this application, we propose two specific aims to investigate this novel regulation mechanism of persister formation and resuscitation. Aim 1 will identify the physiological effects of this novel regulatory system on antibiotic tolerance in vitro and in hosts using the Drosophila melanogaster biofilm infection model. Aim 2 will determine its molecular regulatory mechanism via ChIP-seq and RNA-seq, and analyze the putative PriR- controlled genes on persister formation and resuscitation in additional clinically-relevant Pa strains. The insights gained from this proposal will provide crucial new information about the dynamic regulatory mechanism of persister formation and resuscitation. The PriR-controlled resuscitation mechanism could be a promising target for persister eradication approaches by re-sensitizing persister cells to conventional antimicrobials or preventing persister formation. Understanding this novel regulatory system that controls bacterial persister formation and resuscitation could provide new drug targets and/or treatment strategies for persistent infections.
Spike train structure of cortical transcriptomic populations in vivo
The cortex comprises many neuronal types, which can be distinguished by their transcriptomes: the sets of genes they express. Little is known about the in vivo activity of these cell types, particularly as regards the structure of their spike trains, which might provide clues to cortical circuit function. To address this question, we used Neuropixels electrodes to record layer 5 excitatory populations in mouse V1, then transcriptomically identified the recorded cell types. To do so, we performed a subsequent recording of the same cells using 2-photon (2p) calcium imaging, identifying neurons between the two recording modalities by fingerprinting their responses to a “zebra noise” stimulus and estimating the path of the electrode through the 2p stack with a probabilistic method. We then cut brain slices and performed in situ transcriptomics to localize ~300 genes using coppaFISH3d, a new open source method, and aligned the transcriptomic data to the 2p stack. Analysis of the data is ongoing, and suggests substantial differences in spike time coordination between ET and IT neurons, as well as between transcriptomic subtypes of both these excitatory types.
Microbiota in the health of the nervous system and the response to stress
Microbes have shaped the evolution of eukaryotes and contribute significantly to the physiology and behavior of animals. Some of these traits are inherited by the progenies. Despite the vast importance of microbe-host communication, we still do not know how bacteria change short term traits or long-term decisions in individuals or communities. In this seminar I will present our work on how commensal and pathogenic bacteria impact specific neuronal phenotypes and decision making. The traits we specifically study are the degeneration and regeneration of neurons and survival behaviors in animals. We use the nematode Caenorhabditis elegans and its dietary bacteria as model organisms. Both nematode and bacteria are genetically tractable, simplifying the detection of specific molecules and their effect on measurable characteristics. To identify these molecules we analyze their genomes, transcriptomes and metabolomes, followed by functional in vivo validation. We found that specific bacterial RNAs and bacterially produced neurotransmitters are key to trigger a survival behavioral and neuronal protection respectively. While RNAs cause responses that lasts for many generations we are still investigating whether bacterial metabolites are capable of inducing long lasting phenotypic changes.
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