An Interactive Gene Expression Viewer

This module enables interactive visualization of gene expression data from Microarray and RNA-seq experiments from the Gene Expression Omnibus (GEO). The Select a study to compare the expression of single genes across experimental groups as a boxplot, with the conditions on the x-axis and normalized expression levels on the y-axis.

GSE Accession ID Title Organism Assay Num Samples Submission Date Study Design PMID Gene Viewer Link
GSE137591 HSF1 Activation Can Restrict HIV Replication Homo sapiens Expression profiling by high throughput sequencing 7 Sep 17, 2019
RNA-seq characterizing a clonal human T cell line stably expressing doxycycline (dox)-inducbible constitutively active version of HSF1 (cHSF1). This cell line was treated with 1ug/mL dox or vehicle (water) for 18 hours (in biological quadruplicate) to modulate the proteostasis environment in a stress-independent manner.
32502335
GSE146854 Transcriptome analysis of activated CD4+ T cells treated either with sodium butyrate or bufexamac Homo sapiens Expression profiling by high throughput sequencing 8 Mar 12, 2020
CD4 T cells were isolated from PBMCs using Easy-SepTM Rosette Human CD4+ T cell enrichment kit (Stemcell Technologies, Canada). Isolated cells were activated with IL-2 and PHA for 5-7 days according to standard protocols. To minimize donor effects, activated T cells from four donors were pooled and activated CD4+ T cell-pools were treated either with 1.95 mM sodium butyrate or 0.04 mM bufexamac and cultured for 48 h. Untreated T cell-pools served as control. Subsequently, cells were harvested, washed with PBS, and RNA was isolated from trizol lysates of cells using Direct-zol RNA Miniprep Kit (Zymo Research) following manufacturer's instructions. Isolated RNA was additionally purified using Agencourt RNAClean XP beads (Beckman Coulter) following manufacturer's instructions. In total 3 independent samples of untreated, sodium butyrate treated , and bufexamac treated cells were generated. After quantification (Nanodrop), the RNA was quality controlled using a Bioanalyzer (Agilent Technologies). Good quality RNA (RIN > 7) was used to generate sequencing libraries by using 500 ng total RNA in a Sense mRNA Seq Libarary Prep Kit V2 for Illumina platforms (Lexogen) following manufacture's instructions. Libraries were quantified and subsequently sequenced on an Illumina HiSeq 1500 (sequencing mode: 100 nt, single-end). The sequencing data was preprocessed on a Galaxy server (hosted by LAFUGA, Gene Center, Munich). After demultiplexing, the data was trimmed according to Lexogen. The output was mapped to the human genome (hg19) using STAR (v. 2.5.2b-0). Abundant reads were further analyzed using HTSeq-count (v. 1.0.0) and a differential gene expression analysis was performed using DESeq (v. 1.0.19) setting the FDR < 0.01.

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GSE152377 CaptureSeq to study HIV-1 transcription after reversal of latency Homo sapiens Expression profiling by high throughput sequencing 41 Jun 12, 2020
Non-naïve, resting CD4+ T cells were isolated from four HIV-1 infected individuals. The cells were treated with one of 5 different latency reversal agents or left unstimulated for 24 hurs. The RNA was extracted and used for RNAseq and CaptureSeq library generation. CaptureSeq was performed using custom designed probes from Arbor Biosciences.

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GSE156072 Non-Canonical Epigenetic Regulation of HIV Infection in Macrophage Homo sapiens Expression profiling by high throughput sequencing 11 Aug 11, 2020
RNA-seq of HIV-infected MDM and CD4 cells.

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GSE157190 Characterization of the epitranscriptomic landscape of HIV-infected cells III Homo sapiens Expression profiling by high throughput sequencing Other 5 Aug 31, 2020
SupT1 cells were either infected with 1 µg/10^6 cells p24 equivalent of HIV_GFP virus or left uninfected, divided into aliquots of 5*106 cells/ tube and spinoculated for 90 minutes at 1500 g and 20°C to allow nearly universal infection. Cells were then resuspended at a concentration of 10^6 cells/ml and further incubated. At 12, 24 and 36h post–infection, RNA was extracted from each cellular sample and virus-containing supernatant and further processed for RNA-Seq to investigate gene expression, MeRIP-Seq and BS-Seq to investigate m6A and m5C epitranscriptomic marks.

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GSE157198 Next Generation Sequencing Facilitates Quantitative Analysis of HIV Elite controller, HIV ART, HIV ART-naive and healthy control Transcriptomes Homo sapiens Expression profiling by high throughput sequencing 43 Aug 31, 2020
mRNA profiles of from HIV+ Elite controller, HIV+ antiretroviral therapy (ART), HIV+ ART-naïve (or treatment-Naïve) and healthy control
35041523
GSE159339 In vitro exposure of leukocytes to HIV pre-exposure prophylaxis (PrEP) decreases mitochondrial function and alters gene expression profiles. Homo sapiens Expression profiling by high throughput sequencing 14 Oct 09, 2020
Comparison of transcriptomic differences among monocyte-derived macrophages isolated from people without HIV and differentiated in the presence of PrEP (FTC and TDF)

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GSE160184 Chronic HIV infection induces transcriptional and functional reprogramming of innate immune cells Homo sapiens Expression profiling by high throughput sequencing 11 Oct 26, 2020
Analysis of the behaviour of monocytes (as a compartment of innate immune system) from healthy volunteers and HIV positive donors in RPMI cell culture.
33630761
GSE164366 Innate immune signatures to a partially-efficacious HIV vaccine predict correlates of HIV-1 infection risk Homo sapiens Expression profiling by high throughput sequencing 110 Jan 06, 2021
NGS transcriptome profiling using RNA-seq of PBMC speciments from a phase 1b trial in HIV-1 uninfected South Africans (HVTN 097), at baseline and days 1,3, and 7 post vaccination.
33720973
GSE166337 CAF-1 promotes HIV-1 latency by leading the formation of phase-separated suppressive nuclear bodies. Homo sapiens Expression profiling by high throughput sequencing 5 Feb 08, 2021
mRNA profiles of wildtype (WT), TNFα-stimulated (TNFα) and CHAF1A knockout (KO) J-Lat 10.6 cells. Wildtype J-Lat 10.6 cells were treated as control samples. Each group included replicates.
33739466
GSE167553 Effect of DDX3 inhibitors on CD4+ T cells Homo sapiens Expression profiling by high throughput sequencing 11 Feb 25, 2021
Primary CD4+ T cells from two healthy donors were mock treated with DMSO, with 2uM DDX3 inhibitor RK-33 or 1uM DDX3 inhibitor FH-1321. Cells were lysed and RNA was collected 4 hours and 18 hours post treatment and subjected to RNA-seq. The goal was to check what genes were differentially expressed upon DDX3 inhibition.
33931637
GSE167997 The XPB Subunit of the TFIIH Complex Plays a Critical Role in HIV-1 Transcription, and XPB Inhibition by Spironolactone Prevents HIV-1 Reactivation from Latency Homo sapiens Expression profiling by high throughput sequencing 7 Mar 01, 2021
8 samples, 2 replicates each
33239456
GSE171356 The Host Cell's ER Proteostasis Network Shapes HIV-1 Envelope Protein Mutational Tolerance Homo sapiens Expression profiling by high throughput sequencing 15 Apr 01, 2021
RNA-seq characterizing a clonal SupT1 cell line stably expressing both the gene encoding XBP1s under control of the tetracycline repressor (tetR) and the gene encoding E. coli dihydrofolate reductase (DHFR) destabilizing domain fused to the active form of ATF6 (amino acid residues 1-373). These cells were treated with small molecules for 24 hours in quadruplicate to modulate the proteostasis environment in a stress-independent manner. The cells were treated with: 1) 0.1% DMSO for vehicle treatment condition, 2) 2 ug/mL doxycycline (dox) to activate XBP1s, 3) 10 uM trimethoprim (TMP) to activate ATF6, and 4) 2 ug/mL dox and 10 uM TMP to induce both XBP1s and ATF6 concomitantly.
35180219
GSE174380 Latent HIV infection disrupts cell-intrinsic innate immunity Homo sapiens Expression profiling by high throughput sequencing 23 May 13, 2021
Jurkat E6-1 & JLat9.2 CD4+ T cells were treated with 100IU/mL IFNb and sampled at 4 hours, 8 hours, and 12 hours post-treatment. An untreated "Mock" group for both Jurkat E6-1 & JLat9.2 CD4+ T cells were sampled at 4 hours.
35804422
GSE180044 Intra- and extra-cellular environments contribute to the fate of HIV-1 infection Homo sapiens Expression profiling by high throughput sequencing 6 Jul 13, 2021
Primary human CD4+ T cells (i.e., target cells) were isolated and infected with HI.fate (reporter) viruses. Cell populations were sorted by flow cytometry according to those supporting viral latency, active viral transcription, or control uninfected cells and their transcriptome was analyzed.
34469717
GSE180350 Next Generation Sequencing Facilitates Quantitative Analysis of the Transcriptome of HIV-1-infected or uninfected MDMs Homo sapiens Expression profiling by high throughput sequencing 5 Jul 19, 2021
MRNA profiles of MDMs with or without HIV-1 infection

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This module was developed by the Ma'ayan Laboratory, and it is funded by NIH grants R01DK131525 and RC2DK131995.