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1.
FEBS Lett ; 597(14): 1880-1893, 2023 07.
Article in English | MEDLINE | ID: mdl-37300530

ABSTRACT

A conditioning lesion of the peripheral sensory axon triggers robust central axon regeneration in mammals. We trigger conditioned regeneration in the Caenorhabditis elegans ASJ neuron by laser surgery or genetic disruption of sensory pathways. Conditioning upregulates thioredoxin-1 (trx-1) expression, as indicated by trx-1 promoter-driven expression of green fluorescent protein and fluorescence in situ hybridization (FISH), suggesting trx-1 levels and associated fluorescence indicate regenerative capacity. The redox activity of trx-1 functionally enhances conditioned regeneration, but both redox-dependent and -independent activity inhibit non-conditioned regeneration. Six strains isolated in a forward genetic screen for reduced fluorescence, which suggests diminished regenerative potential, also show reduced axon outgrowth. We demonstrate an association between trx-1 expression and the conditioned state that we leverage to rapidly assess regenerative capacity.


Subject(s)
Caenorhabditis elegans Proteins , Caenorhabditis elegans , Animals , Caenorhabditis elegans/metabolism , Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/metabolism , Axons/metabolism , Thioredoxins/genetics , Thioredoxins/metabolism , In Situ Hybridization, Fluorescence , Nerve Regeneration/genetics , Neurons/metabolism , Mammals/genetics , Mammals/metabolism
3.
bioRxiv ; 2023 Mar 15.
Article in English | MEDLINE | ID: mdl-36993609

ABSTRACT

Stochastic fluctuations (noise) in transcription generate substantial cell-to-cell variability, but the physiological roles of noise have remained difficult to determine in the absence of generalized noise-modulation approaches. Previous single-cell RNA-sequencing (scRNA-seq) suggested that the pyrimidine-base analog (5'-iodo-2'-deoxyuridine, IdU) could generally amplify noise without substantially altering mean-expression levels but scRNA-seq technical drawbacks potentially obscured the penetrance of IdU-induced transcriptional noise amplification. Here we quantify global-vs.-partial penetrance of IdU-induced noise amplification by assessing scRNA-seq data using numerous normalization algorithms and directly quantifying noise using single-molecule RNA FISH (smFISH) for a panel of genes from across the transcriptome. Alternate scRNA-seq analyses indicate IdU-induced noise amplification for ~90% of genes, and smFISH data verified noise amplification for ~90% of tested genes. Collectively, this analysis indicates which scRNA-seq algorithms are appropriate for quantifying noise and argues that IdU is a globally penetrant noise-enhancer molecule that could enable investigations of the physiological impacts of transcriptional noise.

4.
Proc Natl Acad Sci U S A ; 119(39): e2204624119, 2022 09 27.
Article in English | MEDLINE | ID: mdl-36074824

ABSTRACT

The high transmissibility of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a primary driver of the COVID-19 pandemic. While existing interventions prevent severe disease, they exhibit mixed efficacy in preventing transmission, presumably due to their limited antiviral effects in the respiratory mucosa, whereas interventions targeting the sites of viral replication might more effectively limit respiratory virus transmission. Recently, intranasally administered RNA-based therapeutic interfering particles (TIPs) were reported to suppress SARS-CoV-2 replication, exhibit a high barrier to resistance, and prevent serious disease in hamsters. Since TIPs intrinsically target the tissues with the highest viral replication burden (i.e., respiratory tissues for SARS-CoV-2), we tested the potential of TIP intervention to reduce SARS-CoV-2 shedding. Here, we report that a single, postexposure TIP dose lowers SARS-CoV-2 nasal shedding, and at 5 days postinfection, infectious virus shed is below detection limits in 4 out of 5 infected animals. Furthermore, TIPs reduce shedding of Delta variant or WA-1 from infected to uninfected hamsters. Cohoused "contact" animals exposed to infected, TIP-treated animals exhibited significantly lower viral loads, reduced inflammatory cytokines, no severe lung pathology, and shortened shedding duration compared to animals cohoused with untreated infected animals. TIPs may represent an effective countermeasure to limit SARS-CoV-2 transmission.


Subject(s)
COVID-19 , RNA, Messenger , RNA, Small Interfering , SARS-CoV-2 , Virus Shedding , Animals , COVID-19/therapy , COVID-19/transmission , Cricetinae , RNA, Messenger/administration & dosage , RNA, Small Interfering/administration & dosage , SARS-CoV-2/genetics , SARS-CoV-2/physiology
5.
bioRxiv ; 2022 Aug 11.
Article in English | MEDLINE | ID: mdl-35982679

ABSTRACT

The high transmissibility of SARS-CoV-2 is a primary driver of the COVID-19 pandemic. While existing interventions prevent severe disease, they exhibit mixed efficacy in preventing transmission, presumably due to their limited antiviral effects in the respiratory mucosa, whereas interventions targeting the sites of viral replication might more effectively limit respiratory virus transmission. Recently, intranasally administered RNA-based therapeutic interfering particles (TIPs) were reported to suppress SARS-CoV-2 replication, exhibit a high barrier to resistance, and prevent serious disease in hamsters. Since TIPs intrinsically target the tissues with the highest viral replication burden (i.e., respiratory tissues for SARS-CoV-2), we tested the potential of TIP intervention to reduce SARS-CoV-2 shedding. Here, we report that a single, post-exposure TIP dose lowers SARS-CoV-2 nasal shedding and at 5 days post-infection infectious virus shed is below detection limits in 4 out of 5 infected animals. Furthermore, TIPs reduce shedding of Delta variant or WA-1 from infected to uninfected hamsters. Co-housed 'contact' animals exposed to infected, TIP-treated, animals exhibited significantly lower viral loads, reduced inflammatory cytokines, no severe lung pathology, and shortened shedding duration compared to animals co-housed with untreated infected animals. TIPs may represent an effective countermeasure to limit SARS-CoV-2 transmission. Significance: COVID-19 vaccines are exceptionally effective in preventing severe disease and death, but they have mixed efficacy in preventing virus transmission, consistent with established literature that parenteral vaccines for other viruses fail to prevent mucosal virus shedding or transmission. Likewise, small-molecule antivirals, while effective in reducing viral-disease pathogenesis, also appear to have inconsistent efficacy in preventing respiratory virus transmission including for SARS-CoV-2. Recently, we reported the discovery of a single-administration antiviral Therapeutic Interfering Particle (TIP) against SARS-CoV-2 that prevents severe disease in hamsters and exhibits a high genetic barrier to the evolution of resistance. Here, we report that TIP intervention also reduces SARS-CoV-2 transmission between hamsters.

6.
Cell ; 185(12): 2086-2102.e22, 2022 06 09.
Article in English | MEDLINE | ID: mdl-35561685

ABSTRACT

Across biological scales, gene-regulatory networks employ autorepression (negative feedback) to maintain homeostasis and minimize failure from aberrant expression. Here, we present a proof of concept that disrupting transcriptional negative feedback dysregulates viral gene expression to therapeutically inhibit replication and confers a high evolutionary barrier to resistance. We find that nucleic-acid decoys mimicking cis-regulatory sites act as "feedback disruptors," break homeostasis, and increase viral transcription factors to cytotoxic levels (termed "open-loop lethality"). Feedback disruptors against herpesviruses reduced viral replication >2-logs without activating innate immunity, showed sub-nM IC50, synergized with standard-of-care antivirals, and inhibited virus replication in mice. In contrast to approved antivirals where resistance rapidly emerged, no feedback-disruptor escape mutants evolved in long-term cultures. For SARS-CoV-2, disruption of a putative feedback circuit also generated open-loop lethality, reducing viral titers by >1-log. These results demonstrate that generating open-loop lethality, via negative-feedback disruption, may yield a class of antimicrobials with a high genetic barrier to resistance.


Subject(s)
Antiviral Agents , Gene Expression Regulation, Viral/drug effects , Animals , Antiviral Agents/pharmacology , Drug Resistance, Viral , Gene Regulatory Networks/drug effects , Mice , SARS-CoV-2/drug effects , Virus Replication
7.
Nature ; 602(7895): 129-134, 2022 02.
Article in English | MEDLINE | ID: mdl-35082446

ABSTRACT

Differentiation proceeds along a continuum of increasingly fate-restricted intermediates, referred to as canalization1,2. Canalization is essential for stabilizing cell fate, but the mechanisms that underlie robust canalization are unclear. Here we show that the BRG1/BRM-associated factor (BAF) chromatin-remodelling complex ATPase gene Brm safeguards cell identity during directed cardiogenesis of mouse embryonic stem cells. Despite the establishment of a well-differentiated precardiac mesoderm, Brm-/- cells predominantly became neural precursors, violating germ layer assignment. Trajectory inference showed a sudden acquisition of a non-mesodermal identity in Brm-/- cells. Mechanistically, the loss of Brm prevented de novo accessibility of primed cardiac enhancers while increasing the expression of neurogenic factor POU3F1, preventing the binding of the neural suppressor REST and shifting the composition of BRG1 complexes. The identity switch caused by the Brm mutation was overcome by increasing BMP4 levels during mesoderm induction. Mathematical modelling supports these observations and demonstrates that Brm deletion affects cell fate trajectory by modifying saddle-node bifurcations2. In the mouse embryo, Brm deletion exacerbated mesoderm-deleted Brg1-mutant phenotypes, severely compromising cardiogenesis, and reveals an in vivo role for Brm. Our results show that Brm is a compensable safeguard of the fidelity of mesoderm chromatin states, and support a model in which developmental canalization is not a rigid irreversible path, but a highly plastic trajectory.


Subject(s)
Cell Differentiation , Cell Lineage , Mesoderm/cytology , Mesoderm/metabolism , Myocytes, Cardiac/cytology , Transcription Factors/metabolism , Animals , Bone Morphogenetic Protein 4/metabolism , Chromatin/genetics , Chromatin/metabolism , Chromatin Assembly and Disassembly , DNA Helicases/metabolism , Embryo, Mammalian , Epigenesis, Genetic , Female , Gene Expression Regulation , Male , Mice , Myocardium/metabolism , Neurogenesis , Neurons/cytology , Neurons/metabolism , Nuclear Proteins/metabolism , Octamer Transcription Factor-6/metabolism , Phenotype , Repressor Proteins/metabolism , Stem Cells/cytology , Time Factors , Transcription Factors/deficiency , Transcription Factors/genetics
8.
Cell ; 184(25): 6022-6036.e18, 2021 12 09.
Article in English | MEDLINE | ID: mdl-34838159

ABSTRACT

Viral-deletion mutants that conditionally replicate and inhibit the wild-type virus (i.e., defective interfering particles, DIPs) have long been proposed as single-administration interventions with high genetic barriers to resistance. However, theories predict that robust, therapeutic DIPs (i.e., therapeutic interfering particles, TIPs) must conditionally spread between cells with R0 >1. Here, we report engineering of TIPs that conditionally replicate with SARS-CoV-2, exhibit R0 >1, and inhibit viral replication 10- to 100-fold. Inhibition occurs via competition for viral replication machinery, and a single administration of TIP RNA inhibits SARS-CoV-2 sustainably in continuous cultures. Strikingly, TIPs maintain efficacy against neutralization-resistant variants (e.g., B.1.351). In hamsters, both prophylactic and therapeutic intranasal administration of lipid-nanoparticle TIPs durably suppressed SARS-CoV-2 by 100-fold in the lungs, reduced pro-inflammatory cytokine expression, and prevented severe pulmonary edema. These data provide proof of concept for a class of single-administration antivirals that may circumvent current requirements to continually update medical countermeasures against new variants.


Subject(s)
COVID-19 Drug Treatment , Defective Interfering Viruses/metabolism , Virus Replication/drug effects , Animals , Antiviral Agents/pharmacology , COVID-19/metabolism , Cell Line , Chlorocebus aethiops , Culture Media, Conditioned/pharmacology , Defective Interfering Viruses/pathogenicity , Drug Delivery Systems/methods , Epithelial Cells , Humans , Male , Mesocricetus , Nanoparticles/therapeutic use , SARS-CoV-2/drug effects , SARS-CoV-2/metabolism , SARS-CoV-2/pathogenicity , Vero Cells
9.
Science ; 373(6557)2021 08 20.
Article in English | MEDLINE | ID: mdl-34301855

ABSTRACT

Stochastic fluctuations in gene expression ("noise") are often considered detrimental, but fluctuations can also be exploited for benefit (e.g., dither). We show here that DNA base excision repair amplifies transcriptional noise to facilitate cellular reprogramming. Specifically, the DNA repair protein Apex1, which recognizes both naturally occurring and unnatural base modifications, amplifies expression noise while homeostatically maintaining mean expression levels. This amplified expression noise originates from shorter-duration, higher-intensity transcriptional bursts generated by Apex1-mediated DNA supercoiling. The remodeling of DNA topology first impedes and then accelerates transcription to maintain mean levels. This mechanism, which we refer to as "discordant transcription through repair" ("DiThR," which is pronounced "dither"), potentiates cellular reprogramming and differentiation. Our study reveals a potential functional role for transcriptional fluctuations mediated by DNA base modifications in embryonic development and disease.


Subject(s)
Cell Differentiation , Cellular Reprogramming , DNA Repair , DNA-(Apurinic or Apyrimidinic Site) Lyase/metabolism , DNA/chemistry , Gene Expression , Transcription, Genetic , Animals , Cells, Cultured , Computer Simulation , DNA/genetics , DNA/metabolism , Embryonic Stem Cells , Gene Expression/drug effects , Idoxuridine/metabolism , Idoxuridine/pharmacology , Mice , Models, Genetic , Nanog Homeobox Protein/genetics , Nucleic Acid Conformation , RNA, Messenger/genetics , RNA, Messenger/metabolism , Single-Cell Analysis , Stochastic Processes , Thymidine Kinase/genetics , Thymidine Kinase/metabolism , Transcription, Genetic/drug effects
10.
mBio ; 12(1)2021 01 19.
Article in English | MEDLINE | ID: mdl-33468683

ABSTRACT

It has long been known that noncoding genomic regions can be obligate cis elements acted upon in trans by gene products. In viruses, cis elements regulate gene expression, encapsidation, and other maturation processes, but mapping these elements relies on targeted iterative deletion or laborious prospecting for rare spontaneously occurring mutants. Here, we introduce a method to comprehensively map viral cis and trans elements at single-nucleotide resolution by high-throughput random deletion. Variable-size deletions are randomly generated by transposon integration, excision, and exonuclease chewback and then barcoded for tracking via sequencing (i.e., random deletion library sequencing [RanDeL-seq]). Using RanDeL-seq, we generated and screened >23,000 HIV-1 variants to generate a single-base resolution map of HIV-1's cis and trans elements. The resulting landscape recapitulated HIV-1's known cis-acting elements (i.e., long terminal repeat [LTR], Ψ, and Rev response element [RRE]) and, surprisingly, indicated that HIV-1's central DNA flap (i.e., central polypurine tract [cPPT] to central termination sequence [CTS]) is as critical as the LTR, Ψ, and RRE for long-term passage. Strikingly, RanDeL-seq identified a previously unreported ∼300-bp region downstream of RRE extending to splice acceptor 7 that is equally critical for sustained viral passage. RanDeL-seq was also used to construct and screen a library of >90,000 variants of Zika virus (ZIKV). Unexpectedly, RanDeL-seq indicated that ZIKV's cis-acting regions are larger than the untranscribed (UTR) termini, encompassing a large fraction of the nonstructural genes. Collectively, RanDeL-seq provides a versatile framework for generating viral deletion mutants, enabling discovery of replication mechanisms and development of novel antiviral therapeutics, particularly for emerging viral infections.IMPORTANCE Recent studies have renewed interest in developing novel antiviral therapeutics and vaccines based on defective interfering particles (DIPs)-a subset of viral deletion mutants that conditionally replicate. Identifying and engineering DIPs require that viral cis- and trans-acting elements be accurately mapped. Here, we introduce a high-throughput method (random deletion library sequencing [RanDeL-seq]) to comprehensively map cis- and trans-acting elements within a viral genome. RanDeL-seq identified essential cis elements in HIV, including the obligate nature of the once-controversial viral central polypurine tract (cPPT), and identified a new cis region proximal to the Rev responsive element (RRE). RanDeL-seq also identified regions of Zika virus required for replication and packaging. RanDeL-seq is a versatile and comprehensive technique to rapidly map cis and trans regions of a genome.


Subject(s)
Chromosome Mapping/methods , Gene Expression Regulation, Viral , Genes, Viral , Genome, Viral , HIV-1/genetics , Zika Virus/genetics , Base Sequence , Gene Library , HEK293 Cells , HIV-1/metabolism , Humans , Sequence Deletion , Virus Replication , Zika Virus/metabolism
11.
Proc Natl Acad Sci U S A ; 117(29): 17240-17248, 2020 07 21.
Article in English | MEDLINE | ID: mdl-32632017

ABSTRACT

Probabilistic bet hedging, a strategy to maximize fitness in unpredictable environments by matching phenotypic variability to environmental variability, is theorized to account for the evolution of various fate-specification decisions, including viral latency. However, the molecular mechanisms underlying bet hedging remain unclear. Here, we report that large variability in protein abundance within individual herpesvirus virion particles enables probabilistic bet hedging between viral replication and latency. Superresolution imaging of individual virions of the human herpesvirus cytomegalovirus (CMV) showed that virion-to-virion levels of pp71 tegument protein-the major viral transactivator protein-exhibit extreme variability. This super-Poissonian tegument variability promoted alternate replicative strategies: high virion pp71 levels enhance viral replicative fitness but, strikingly, impede silencing, whereas low virion pp71 levels reduce fitness but promote silencing. Overall, the results indicate that stochastic tegument packaging provides a mechanism enabling probabilistic bet hedging between viral replication and latency.


Subject(s)
Cytomegalovirus/genetics , Cytomegalovirus/physiology , Viral Proteins/metabolism , Virus Latency/genetics , Virus Latency/physiology , Biological Evolution , Cytomegalovirus Infections , Gene Expression Regulation, Viral , Humans , Monocytes , Virion/metabolism , Virus Replication
12.
Proc Natl Acad Sci U S A ; 117(19): 10350-10356, 2020 05 12.
Article in English | MEDLINE | ID: mdl-32358201

ABSTRACT

Nongenetic cellular heterogeneity is associated with aging and disease. However, the origins of cell-to-cell variability are complex and the individual contributions of different factors to total phenotypic variance are still unclear. Here, we took advantage of clear phenotypic heterogeneity of circadian oscillations in clonal cell populations to investigate the underlying mechanisms of cell-to-cell variability. Using a fully automated tracking and analysis pipeline, we examined circadian period length in thousands of single cells and hundreds of clonal cell lines and found that longer circadian period is associated with increased intercellular heterogeneity. Based on our experimental results, we then estimated the contributions of heritable and nonheritable factors to this variation in circadian period length using a variance partitioning model. We found that nonheritable noise predominantly drives intercellular circadian period variation in clonal cell lines, thereby revealing a previously unrecognized link between circadian oscillations and intercellular heterogeneity. Moreover, administration of a noise-enhancing drug reversibly increased both period length and variance. These findings suggest that circadian period may be used as an indicator of cellular noise and drug screening for noise control.


Subject(s)
Circadian Clocks , Circadian Rhythm , Models, Biological , Mouse Embryonic Stem Cells/metabolism , Period Circadian Proteins/metabolism , Single-Cell Analysis/methods , Animals , Cells, Cultured , Luminescent Measurements , Mice , Mouse Embryonic Stem Cells/cytology , Period Circadian Proteins/genetics , Stochastic Processes
13.
Cell ; 179(4): 880-894.e10, 2019 10 31.
Article in English | MEDLINE | ID: mdl-31668804

ABSTRACT

Current approaches to reducing the latent HIV reservoir entail first reactivating virus-containing cells to become visible to the immune system. A critical second step is killing these cells to reduce reservoir size. Endogenous cytotoxic T-lymphocytes (CTLs) may not be adequate because of cellular exhaustion and the evolution of CTL-resistant viruses. We have designed a universal CAR-T cell platform based on CTLs engineered to bind a variety of broadly neutralizing anti-HIV antibodies. We show that this platform, convertibleCAR-T cells, effectively kills HIV-infected, but not uninfected, CD4 T cells from blood, tonsil, or spleen and only when armed with anti-HIV antibodies. convertibleCAR-T cells also kill within 48 h more than half of the inducible reservoir found in blood of HIV-infected individuals on antiretroviral therapy. The modularity of convertibleCAR-T cell system, which allows multiplexing with several anti-HIV antibodies yielding greater breadth and control, makes it a promising tool for attacking the latent HIV reservoir.


Subject(s)
Antibodies, Anti-Idiotypic/pharmacology , HIV Infections/therapy , Immunotherapy, Adoptive , Virus Replication/genetics , Animals , Antibodies, Anti-Idiotypic/immunology , HEK293 Cells , HIV Infections/genetics , HIV Infections/immunology , HIV Infections/virology , HIV-1/immunology , HIV-1/pathogenicity , Humans , Mice , Palatine Tonsil/immunology , Palatine Tonsil/metabolism , Primary Cell Culture , Spleen/immunology , Spleen/metabolism , T-Lymphocytes, Cytotoxic/immunology , Virus Latency/immunology , Virus Replication/immunology
14.
Bioessays ; 41(7): e1900044, 2019 07.
Article in English | MEDLINE | ID: mdl-31222776

ABSTRACT

Recent evidence indicates that transcriptional bursts are intrinsically amplified by messenger RNA cytoplasmic processing to generate large stochastic fluctuations in protein levels. These fluctuations can be exploited by cells to enable probabilistic bet-hedging decisions. But large fluctuations in gene expression can also destabilize cell-fate commitment. Thus, it is unclear if cells temporally switch from high to low noise, and what mechanisms enable this switch. Here, the discovery of a post-transcriptional mechanism that attenuates noise in HIV is reviewed. Early in its life cycle, HIV amplifies transcriptional fluctuations to probabilistically select alternate fates, whereas at late times, HIV utilizes a post-transcriptional feedback mechanism to commit to a specific fate. Reanalyzing various reported post-transcriptional negative feedback architectures reveals that they attenuate noise more efficiently than classic transcriptional autorepression, leading to the derivation of an assay to detect post-transcriptional motifs. It is hypothesized that coupling transcriptional and post-transcriptional autoregulation enables efficient temporal noise control to benefit developmental bet-hedging decisions.


Subject(s)
Feedback, Physiological/physiology , Gene Expression Regulation/genetics , Transcription, Genetic/genetics , HIV-1/genetics , HIV-1/metabolism , Humans , Promoter Regions, Genetic/genetics , RNA, Messenger/genetics
15.
Cell Host Microbe ; 26(6): 703-705, 2019 12 11.
Article in English | MEDLINE | ID: mdl-31951580

ABSTRACT

Proviral latency is a major barrier to a cure for HIV. In this issue of Cell Host & Microbe, Hataye et al. (2019) show that reactivation of HIV latency is a non-deterministic, highly stochastic (i.e., noisy) process and propose that stochastic transitions to exponential viral expansion require a critical threshold of virus.


Subject(s)
HIV Infections , HIV-1 , Humans , Proviruses , Virus Latency
16.
Cell Syst ; 7(4): 384-397.e6, 2018 10 24.
Article in English | MEDLINE | ID: mdl-30243562

ABSTRACT

Transcription is an episodic process characterized by probabilistic bursts, but how the transcriptional noise from these bursts is modulated by cellular physiology remains unclear. Using simulations and single-molecule RNA counting, we examined how cellular processes influence cell-to-cell variability (noise). The results show that RNA noise is higher in the cytoplasm than the nucleus in ∼85% of genes across diverse promoters, genomic loci, and cell types (human and mouse). Measurements show further amplification of RNA noise in the cytoplasm, fitting a model of biphasic mRNA conversion between translation- and degradation-competent states. This multi-state translation-degradation of mRNA also causes substantial noise amplification in protein levels, ultimately accounting for ∼74% of intrinsic protein variability in cell populations. Overall, the results demonstrate how noise from transcriptional bursts is intrinsically amplified by mRNA processing, leading to a large super-Poissonian variability in protein levels.


Subject(s)
Biological Variation, Population , Models, Theoretical , RNA Processing, Post-Transcriptional , RNA, Messenger/genetics , Animals , Cytoplasm/metabolism , Embryonic Stem Cells/metabolism , HEK293 Cells , Humans , Jurkat Cells , Mice , RNA, Messenger/metabolism , Single Molecule Imaging , Single-Cell Analysis , Transcriptional Activation
17.
Proc Natl Acad Sci U S A ; 115(37): E8803-E8810, 2018 09 11.
Article in English | MEDLINE | ID: mdl-30150412

ABSTRACT

A fundamental signal-processing problem is how biological systems maintain phenotypic states (i.e., canalization) long after degradation of initial catalyst signals. For example, to efficiently replicate, herpesviruses (e.g., human cytomegalovirus, HCMV) rapidly counteract cell-mediated silencing using transactivators packaged in the tegument of the infecting virion particle. However, the activity of these tegument transactivators is inherently transient-they undergo immediate proteolysis but delayed synthesis-and how transient activation sustains lytic viral gene expression despite cell-mediated silencing is unclear. By constructing a two-color, conditional-feedback HCMV mutant, we find that positive feedback in HCMV's immediate-early 1 (IE1) protein is of sufficient strength to sustain HCMV lytic expression. Single-cell time-lapse imaging and mathematical modeling show that IE1 positive feedback converts transient transactivation signals from tegument pp71 proteins into sustained lytic expression, which is obligate for efficient viral replication, whereas attenuating feedback decreases fitness by promoting a reversible silenced state. Together, these results identify a regulatory mechanism enabling herpesviruses to sustain expression despite transient activation signals-akin to early electronic transistors-and expose a potential target for therapeutic intervention.


Subject(s)
Cytomegalovirus/genetics , Feedback, Physiological , Gene Expression Regulation, Viral , Virus Replication/genetics , Cell Line , Cells, Cultured , Cytomegalovirus/physiology , Host-Pathogen Interactions , Humans , Immediate-Early Proteins/genetics , Immediate-Early Proteins/metabolism , Microscopy, Fluorescence , Retinal Pigment Epithelium/cytology , Retinal Pigment Epithelium/virology , Time-Lapse Imaging/methods
18.
Cell ; 173(7): 1609-1621.e15, 2018 06 14.
Article in English | MEDLINE | ID: mdl-29754821

ABSTRACT

Diverse biological systems utilize fluctuations ("noise") in gene expression to drive lineage-commitment decisions. However, once a commitment is made, noise becomes detrimental to reliable function, and the mechanisms enabling post-commitment noise suppression are unclear. Here, we find that architectural constraints on noise suppression are overcome to stabilize fate commitment. Using single-molecule and time-lapse imaging, we find that-after a noise-driven event-human immunodeficiency virus (HIV) strongly attenuates expression noise through a non-transcriptional negative-feedback circuit. Feedback is established through a serial cascade of post-transcriptional splicing, whereby proteins generated from spliced mRNAs auto-deplete their own precursor unspliced mRNAs. Strikingly, this auto-depletion circuitry minimizes noise to stabilize HIV's commitment decision, and a noise-suppression molecule promotes stabilization. This feedback mechanism for noise suppression suggests a functional role for delayed splicing in other systems and may represent a generalizable architecture of diverse homeostatic signaling circuits.


Subject(s)
Feedback, Physiological , HIV-1/metabolism , RNA, Messenger/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , HEK293 Cells , HIV-1/genetics , Humans , Jurkat Cells , Models, Biological , RNA Precursors/metabolism , RNA Processing, Post-Transcriptional , RNA Splicing , Time-Lapse Imaging , tat Gene Products, Human Immunodeficiency Virus/genetics
19.
Bio Protoc ; 7(21)2017 Nov 05.
Article in English | MEDLINE | ID: mdl-29226181

ABSTRACT

Human cytomegalovirus (HCMV) infection is a major cause of morbidity and mortality in transplant patients and a leading cause of congenital birth defects (Saint Louis, 2016). Vaccination and therapeutic studies often require scalable cell culture production of wild type virus, represented by clinical isolates. Obtaining sufficient stocks of wild-type clinical HCMV is often labor intensive and inefficient due to low yield and genetic loss, presenting a barrier to studies of clinical isolates. Here we report a bioreactor method based on continuous infection, where retinal pigment epithelial (ARPE-19) cells adhered to microcarrier beads are infected in a bioreactor and used to produce high-titers of clinical isolate HCMV that maintain genetic integrity of key viral tropism factors and the viral genome. In this bioreactor, an end-stage infection can be maintained by regular addition of uninfected ARPE-19 cells, providing convenient preparation of 107-108 pfu/ml of concentrated TB40/E IE2-EYFP stocks without daily cell passaging or trypsinization. Overall, this represents a 100-fold increase in gain of virus production of 100-times compared to conventional static-culture plates, while requiring 90% less handling time. Moreover, this continuous infection environment has the potential to monitor infection dynamics with applications for real-time tracking of viral evolution.

20.
PLoS Biol ; 15(10): e2000841, 2017 Oct.
Article in English | MEDLINE | ID: mdl-29045398

ABSTRACT

Fundamental to biological decision-making is the ability to generate bimodal expression patterns where 2 alternate expression states simultaneously exist. Here, we use a combination of single-cell analysis and mathematical modeling to examine the sources of bimodality in the transcriptional program controlling HIV's fate decision between active replication and viral latency. We find that the HIV transactivator of transcription (Tat) protein manipulates the intrinsic toggling of HIV's promoter, the long terminal repeat (LTR), to generate bimodal ON-OFF expression and that transcriptional positive feedback from Tat shifts and expands the regime of LTR bimodality. This result holds for both minimal synthetic viral circuits and full-length virus. Strikingly, computational analysis indicates that the Tat circuit's noncooperative "nonlatching" feedback architecture is optimized to slow the promoter's toggling and generate bimodality by stochastic extinction of Tat. In contrast to the standard Poisson model, theory and experiment show that nonlatching positive feedback substantially dampens the inverse noise-mean relationship to maintain stochastic bimodality despite increasing mean expression levels. Given the rapid evolution of HIV, the presence of a circuit optimized to robustly generate bimodal expression appears consistent with the hypothesis that HIV's decision between active replication and latency provides a viral fitness advantage. More broadly, the results suggest that positive-feedback circuits may have evolved not only for signal amplification but also for robustly generating bimodality by decoupling expression fluctuations (noise) from mean expression levels.


Subject(s)
Feedback, Physiological , Gene Expression Regulation, Viral/genetics , HIV-1/genetics , tat Gene Products, Human Immunodeficiency Virus/genetics , Algorithms , Flow Cytometry , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , HEK293 Cells , HIV Infections/virology , HIV Long Terminal Repeat/genetics , HIV-1/physiology , Humans , Jurkat Cells , Microscopy, Confocal , Models, Genetic , Promoter Regions, Genetic/genetics , Single-Cell Analysis/methods , Stochastic Processes , Transcription, Genetic , Virus Latency
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