Table 1 Models addressing the basal (host-driven) HIV gene-expression activity

From: Mathematical modeling and mechanisms of HIV latency for personalized anti latency therapies

 

Study

Aims

Data

Results

Basal HIV Gene-Expression

A. Singh et al.27

Understand the mechanisms underlying basal HIV gene-expression dynamics.

Flow cytometry analysis of GFP expression, sampled from 30 Jurkat T-cell iso-clones infected with a single LTR-GFP HIV model vector with diverse IS.

(i) Provirus-specific basal HIV gene-expression is highly variable (noisy); (ii) The observed variability is poorly explained by the constitutive LTR model. Instead, it is well reproduced by a two-state (on/off) random telegraph model underlying random bursting activity; (iii) During host phase, the LTR produces bursts with average size of 2–10 mRNA.

A. Singh et al.75

Understand which viral gene-expression model (constitutive vs bursting) prevails during the host-phase

Flow cytometry analysis of GFP expression, sampled from Jurkat T-cells iso-clones infected with a single LTR-GFP and LTR-mCh HIV model vector with diverse IS.

(i) promoter toggling between an active and inactive state is the main source of noise in basal HIV gene-expression.

R. D. Dar et al.45

Understand what viral gene-expression model (i.e., constitutive, bursting) better explains provirus-specific basal gene-expression activity.

Flow cytometry analysis of GFP expression, sampled from 8000 Jurkat T-cells iso-clones infected with a single LTR-GFP HIV model integrated in a different genomic locus.

(i) Promoter toggling between an active and inactive state is the main source of noise in basal HIV gene-expression; (ii) The MME at the provirus IS modulates both burst frequency and size; (iii) Below an average gene-expression level, MMEs modulates only bursting frequency, whereas above such threshold, MMEs regulate only burst size; (iv) Transcriptional activators (i.e., TSA, TNF-α) regulate burst frequency and size along a provirus-specific constrained region.

K. Tantale et al.28

Understand the mechanisms underlying basal HIV transcription, and the host factors modulating those mechanisms.

Single-molecule RNA fluorescence in situ hybridization (smFISH) analysis of isogenic MCP-GFP-expressing HeLa Flp-in H9 cells infected with an MS2-labeled HIV model vector in the same IS, high Tat production.

(i) HIV mRNA is produced by closely-spaced RNAPII convoys allowed by a Mediator-driven mechanism; (ii) RNAPII convoys are spaced by ~hundred nucleotides due to DNA torsional stress; (iii) The LTR displays stochastic bursting activity on two time scales, referred to as multi-scale bursting: The first underlie the rate of RNAPII convoys, the second the LTR activation rate.

K. Tantale et al.29

Understand how RNAPII pausing regulate basal transcription.

smFISH analysis of three distinct isogenic MCP-GFP-expressing HeLa Flp-in H9 cell lines infected with an 128xMS2-labeled HIV model vector, characterized by low, medium, and high Tat expression.

(I) RNAPII enter a long-lived pause (>20 min) in silent LTR, limiting viral transcription; (ii) RNAPII pausing is not obligatory but stochastic. Only a small fraction of RNAPII undergo long-lived pausing in basal regime;