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Transcriptional profiling and mRNA stability – don’t shoot the messenger David R. Sherman Seattle Biomedical Research Institute Grand Challenge of Latent TB Mtg. Cape Town February 25, 2012
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Landscape of TB latency CONFIDENTIAL 4.4 billion PPD(-) 1.8 billion PPD(+) 16 million active infections 1.5 million deaths
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Landscape of TB latency CONFIDENTIAL 4.4 billion PPD(-) 1.8 billion PPD(+) 16 million active infections 1.5 million deaths Calcified lesions Few viable bacteria Caseous lesions Low numbers of bacteria Evolving lesions Bacterial replication Latency to Disease Active disease
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Landscape of TB latency CONFIDENTIAL 4.4 billion PPD(-) 1.8 billion PPD(+) 16 million active infections 1.5 million deaths Calcified lesions Few viable bacteria Caseous lesions Low numbers of bacteria Evolving lesions Bacterial replication Latency to Disease Active disease GC-11
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Using gene expression to probe latent TB Concept – TB gene expression in vivo will reveal the conditions that it experiences. - Physiology - Drug targets Infected tissue Gene regulatory network
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Using gene expression to probe latent TB Infected tissue Gene regulatory network Assumes TF binding = Tx initiation = mRNA abundance
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mRNA abundance balance Shalem et al. 2008 Transcription Rate Degradation Rate
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Talk outline Characterize MTB mRNA decay – Global mRNA half life (T 1/2 ) – Most stable/labile messages – Factors affecting stability mRNA decay in stress response – Mild cold shock – Hypoxia Summary
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Measuring mRNA degradation Rifampicin Log Phase 01060 RNA Cy dye label Microarray 2030515 Custom array design: 100,000 TB oligos 30,000 control oligos
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T0 T20 T5T10 T15 mRNA decay by microarray
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Individual decay curve Rifampicin (rif)
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Individual decay curve Rifampicin (rif) T 1/2
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Data filtered for reproducibility and R 2 Inclusion criteria: – T 1/2 with R 2 >0.7 – Starting [RNA] > 4x background – Valid measures at > half replicates 2139 genes met criteria
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TB mRNA is very stable Average MTB T 1/2 = 9.5 minutes
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TB mRNA is very stable
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Functional Category Mean half-life (minutes) information pathways8.7 * virulence, detoxification, and adaptation9.3 lipid metabolism9.4 cell wall and cell processes9.4 metabolism and respiration9.5 hypothetical protein9.6 Regulatory proteins9.6 insertion seqs and phages10.4 ** PE/PPE11.1 ** *=significantly lower **=significantly higher mRNA T 1/2 by functional category
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Functional subcategory Specified Gene % Whole Genome % P Value Functional Enrichment for the genes with the shortest 1/2 life Posttranslational modification, protein turnover, chaperones12.82.30 Translation, ribosomal structure and biogenesis21.43.00 Energy production and conversion14.25.20.002 Intracellular trafficking, secretion, and vesicular transport2.80.30.025 Functional Enrichment for the genes with the longest 1/2 life Replication, recombination and repair12.84.80.004 Amino acid transport and metabolism11.44.50.01 PE/PPE2.80.20.014 Energy production and conversion11.45.20.019
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Physical characteristics and mRNA stability
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mRNA abundance and stability R 2 = 0.8
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mRNA abundance and stability Inherent to the mRNA? Inherent to abundance? Test: DosR regulon: ~48 genes induced by hypoxia, etc. Place dosR under tet control. Induce regulon in log phase
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Induced transcripts degrade faster >2000 transcripts did not change stability
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Modified mRNA decay in response to stress conditions Are specific transcripts (de)stabilized? Does the global mRNA ½ life change? Is mRNA decay regulated to change transcript abundance? Temperature Hypoxia
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mRNA degradation at 20C After 5 hrs: Only 55 genes decayed 2x or more. Degradation not measurable. T 1/2 very sensitive to temp. T = 5 hrs
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mRNA stability in hypoxia Rifampicin Log Phase 0 10 60 20 30 Hypoxia 120+ RNA Cy dye label Microarray
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mRNA stability in altered O 2
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MTB mRNA decay characterization Reliable mRNA half lives for >2000 genes. Average half life ~9.5 minutes. Half life inversely correlated with transcript concentration. Transcripts stabilized by cold, hypooxia.
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Questions to explore Why is TB mRNA very stable? – RNases or mRNA secondary structure? Hypoxia and low temp: Transcription decreased to balance decay? Mechanism? How to repress genes? What are the consequences? – Systems modeling
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Thank you! Kyle Minch Tige Rustad Debbie Whitley Bill Brabant Jessica Winkler Paul G Allen Family Foundation Bill and Melinda Gates Foundation NIAID contract # HHSN272200800059C
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Rifampicin is stopping transcription No rif induced genes Lux assay to look for induction after rif treatment – Hypoxia sensitive promoter driving lux Total degradation by array
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