scholarly journals HIV-1 Infection Transcriptomics: Meta-Analysis of CD4+ T Cells Gene Expression Profiles

Viruses ◽  
2021 ◽  
Vol 13 (2) ◽  
pp. 244 ◽  
Author(s):  
Antonio Victor Campos Coelho ◽  
Rossella Gratton ◽  
João Paulo Britto de Melo ◽  
José Leandro Andrade-Santos ◽  
Rafael Lima Guimarães ◽  
...  

HIV-1 infection elicits a complex dynamic of the expression various host genes. High throughput sequencing added an expressive amount of information regarding HIV-1 infections and pathogenesis. RNA sequencing (RNA-Seq) is currently the tool of choice to investigate gene expression in a several range of experimental setting. This study aims at performing a meta-analysis of RNA-Seq expression profiles in samples of HIV-1 infected CD4+ T cells compared to uninfected cells to assess consistently differentially expressed genes in the context of HIV-1 infection. We selected two studies (22 samples: 15 experimentally infected and 7 mock-infected). We found 208 differentially expressed genes in infected cells when compared to uninfected/mock-infected cells. This result had moderate overlap when compared to previous studies of HIV-1 infection transcriptomics, but we identified 64 genes already known to interact with HIV-1 according to the HIV-1 Human Interaction Database. A gene ontology (GO) analysis revealed enrichment of several pathways involved in immune response, cell adhesion, cell migration, inflammation, apoptosis, Wnt, Notch and ERK/MAPK signaling.

2019 ◽  
Author(s):  
Mateusz Stoszko ◽  
Abdullah M.S. Al-Hatmi ◽  
Anton Skriba ◽  
Michael Roling ◽  
Enrico Ne ◽  
...  

AbstractA leading pharmacological strategy towards HIV cure requires “shock” or activation of HIV gene expression in latently infected cells with Latency Reversal Agents (LRAs) followed by their subsequent clearance. In a screen for novel LRAs we used fungal secondary metabolites (extrolites) as a source of bio-active molecules. Using orthogonal mass spectrometry (MS) coupled to latency reversal bioassays, we identified gliotoxin (GTX) as a novel LRA. GTX significantly induced HIV-1 gene expression in latent ex vivo infected primary cells and in CD4+ T cells from all aviremic HIV-1+ participants. RNA sequencing identified 7SK RNA, the scaffold of the P-TEFb inhibitory 7SK snRNP complex to be significantly reduced upon GTX treatment of independent donor CD4+T cells. GTX disrupted 7SK snRNP, releasing active P-TEFb, which then phosphorylated RNA Pol II CTD, inducing HIV transcription. Our data highlight the power of combining a medium throughput bioassay, mycology and orthogonal mass spectrometry to identify novel potentially therapeutic compounds.


2021 ◽  
Vol 39 (6_suppl) ◽  
pp. 478-478
Author(s):  
Zhichao Fu ◽  
Shenghua Liu ◽  
Jianfei Wang ◽  
Ning He ◽  
Yadong Yang ◽  
...  

478 Background: Bladder cancer is the ninth most common malignancy in the world, approximately 75% of patients are diagnosed with non-muscle invasive bladder cancer (NMIBC). Smoking has been established to be a carcinogenic risk factor of bladder cancer. Nevertheless, the detailed relationship between smoking and progression of NMIBC are poorly understood. In this study, we revealed high expressed genes in smoking patients were significantly related to tumor progression in NMIBC patients. Methods: A total of 54 NMIBC patients including 19 never smokers and 35 smokers (current smokers and previous smokers) were enrolled in this study.The gene expression profiles were obtained by RNA-seq and the differentially expressed genes between smoking and non-smoking patients were identified using DESeq2 .The further analysis of the association between genes expression and patient survival in NMIBC cohorts(Jakob et al., 2016)and IMvigor 210 cohorts(Jonathan et al., 2016)by Kaplan-Meier survival estimate. Results: We identified 46 differentially expressed genes (p<0.05) in smoking and non-somking NMIBC patients. IDO1 and KRT14 gene, which related to bladder cancer progression and poor prognosis, was identified significantly higher expressed in somking group compared with non-smoking and they have a logFC of 2.6,3.9 with FDR 1.83E-5,3.40E-5 respectively. The expression of other genes, including KRT6A, CASP14, SERPINA1, MYO3A and IL20RB, were significantly higher in smoking patients compared to non-somking. Notably, survival data analysis from 476 NMIBC cohorts showed that IL20RB had a significant relationship with poor PFS(p = 0.021) and in the Mvigor 210 Cohort including 310 advanced or metastatic urothelial carcinoma patients treated with atezolizumab, we found that the high expression of IL20RB was significantly related to poor OS(p = 0.002). Conclusions: We identified 14 genes related to tumor progression were significantly higher in smoking NMIBC patients than in non-smoking. Among these genes, the expression of IL20RB was related to the poor prognosis of NMIBC, and it may correlates with reduced clinical benefit of immunotherapeutic in patients with urothelial carcinoma.


2020 ◽  
Vol 29 (9) ◽  
pp. 1465-1475 ◽  
Author(s):  
Danyllo Oliveira ◽  
David A Morales-Vicente ◽  
Murilo S Amaral ◽  
Livia Luz ◽  
Andrea L Sertié ◽  
...  

Abstract Amyotrophic lateral sclerosis type 8 (ALS8) is an autosomal dominant form of ALS, which is caused by pathogenic variants in the VAPB gene. Here we investigated five ALS8 patients, classified as ‘severe’ and ‘mild’ from a gigantic Brazilian kindred, carrying the same VAPB mutation but displaying different clinical courses. Copy number variation and whole exome sequencing analyses in such individuals ruled out previously described genetic modifiers of pathogenicity. After deriving induced pluripotent stem cells (iPSCs) for each patient (N = 5) and controls (N = 3), motor neurons were differentiated, and high-throughput RNA-Seq gene expression measurements were performed. Functional cell death and oxidative metabolism assays were also carried out in patients’ iPSC-derived motor neurons. The degree of cell death and mitochondrial oxidative metabolism were similar in iPSC-derived motor neurons from mild patients and controls and were distinct from those of severe patients. Similar findings were obtained when RNA-Seq from such cells was performed. Overall, 43 genes were upregulated and 66 downregulated in the two mild ALS8 patients when compared with severe ALS8 individuals and controls. Interestingly, significantly enriched pathways found among differentially expressed genes, such as protein translation and protein targeting to the endoplasmic reticulum (ER), are known to be associated with neurodegenerative processes. Taken together, the mitigating mechanisms here presented appear to maintain motor neuron survival by keeping translational activity and protein targeting to the ER in such cells. As ALS8 physiopathology has been associated with proteostasis mechanisms in ER–mitochondria contact sites, such differentially expressed genes appear to relate to the bypass of VAPB deficiency.


Blood ◽  
2013 ◽  
Vol 121 (7) ◽  
pp. 1136-1144 ◽  
Author(s):  
Haitao Hu ◽  
Martin Nau ◽  
Phil Ehrenberg ◽  
Agnes-Laurence Chenine ◽  
Camila Macedo ◽  
...  

Key PointsDifferent pathogen-specific CD4 T cells manifest remarkable difference in susceptibility to HIV infection. Distinct gene-expression profiles of pathogen-specific CD4 T cells are associated with their susceptibilities to HIV infection.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 3308-3308
Author(s):  
ChaoYan Liu ◽  
Qi-Hong Sun ◽  
Gian Paolo Visentin

Abstract Autoreactive T and B cells can be detected in healthy individuals but are normally kept in check by regulatory mechanisms. Among those is an active suppression of naïve T cells by endogenous T regulatory (Tr) cells. Several types of Tr cells exist, including CD4+ T cells which constitutively express the IL-2 receptor α chain (CD25), do not secrete IL-10, and suppress immune responses via direct cell-to-cell interactions. CD4+CD25+ T regulatory cells represent 5%–10% of the endogenous CD4+ T cells subset and are able to suppress CD4+ and CD8+ T cell responses in vitro and in vivo upon TCR ligation. Our recent observation that human platelet factor 4 (PF4; CXCL4) inhibits the proliferative response of human CD4+CD25− T cells, while inducing expansion of CD4+CD25+ Tr cells, and that PF4-induced CD4+CD25+ Tr cells lose their potent suppressor function in vitro, suggests a previously unrecognized role of PF4 in the regulation of immune responsiveness (Liu, et al. J Immunol174:2680–86, 2005). A large body of evidence suggests that human CD4+CD25+ Tr cells share many of the characteristics of murine CD4+CD25+ Tr cells. McHugh et al. (Immunity16:311–23, 2002), have successfully used the microarray approach to identify genes differentially expressed in resting CD4+CD25+ and CD4+CD25− mouse T cells, but with the only exception of a small preliminary report (Pati et al. Ann N Y Acad Sci. 1005:279–83, 2003), little information is available on the gene expression profile of human CD4+CD25+ and CD4+CD25− T cells. We performed global gene expression analysis using oligo-DNA microarrays (CodeLink, Amersham Biosciences) that monitor the expression of whole human genome, to define the gene expression profiles in CD4+CD25+ Tr cells stimulated by anti-CD3 mAb and exposed to PF4. CD4+ T cells were isolated from normal donor’s peripheral blood mononuclear cells by positive selection on magnetic beads (Miltenyi Biotec, Auburn, CA), then labeled with PE-conjugated anti-CD4 and FITC-conjugated anti-CD25 and sorted on a FACStar (BD Biosciences, San Jose, CA) to obtain a homogeneous population of T cells consisting of CD4+CD25+ Tr cells expressing CD25 at high levels (CD4+CD25high) and CD4+CD25− T cells (non-regulatory). Total RNA was extracted from the freshly isolated CD4+CD25high and CD4+CD25− T cells subsets, stimulated with anti-CD3 mAb in the presence or the absence of PF4 for 24 hours. Using this approach, we have identified a little over 100 genes that are differentially expressed, in the presence of PF4, in CD4+CD25+ Tr cells following activation with anti-CD3 mAb. We have focused our attention on about 40 target genes whose increased expression has been validated using real time PCR and, were appropriate, at the protein levels, by flow cytometry or Luminex 100 multiplex cytokine quantification (Table 1). Our data suggest that PF4 modulates proliferation and function of CD4+CD25+ Tr cells by the coordinate increasing expression of a relatively large number of genes, coupled with a further enhanced expression of a limited number of growth promoting genes and the specific silencing of a small subset of negative growth regulatory genes.


2020 ◽  
Vol 8 (10) ◽  
pp. 1505
Author(s):  
Antonio Victor Campos Coelho ◽  
Ronald Rodrigues de Moura ◽  
Sergio Crovella

The human immunodeficiency virus (HIV-1) causes a progressive depletion of CD4+ T cells, hampering immune function. Current experimental strategies to fight the virus focus on the reactivation of latent HIV-1 in the viral reservoir to make the virus detectable by the immune system, by searching for latency reversal agents (LRAs). We hypothesize that if common molecular pathways elicited by the presence of LRAs are known, perhaps new, more efficient, “shock-and-kill” strategies can be found. Thus, the objective of the present study is to re-evaluate RNA-Seq assays to find differentially expressed genes (DEGs) during latency reversal via transcriptome analysis. We selected six studies (45 samples altogether: 16 negative controls and 29 LRA-treated CD4+ T cells) and 11 LRA strategies through a systematic search in Gene Expression Omnibus (GEO) and PubMed databases. The raw reads were trimmed, counted, and normalized. Next, we detected consistent DEGs in these independent experiments. AZD5582, romidepsin, and suberanilohydroxamic acid (SAHA) were the LRAs that modulated most genes. We detected 948 DEGs shared by those three LRAs. Gene ontology analysis and cross-referencing with other sources of the literature showed enrichment of cell activation, differentiation and signaling, especially mitogen-activated protein kinase (MAPK) and Rho-GTPases pathways.


2020 ◽  
Vol 6 (4) ◽  
pp. 205521732097851
Author(s):  
IS Brorson ◽  
AM Eriksson ◽  
IS Leikfoss ◽  
V Vitelli ◽  
EG Celius ◽  
...  

Background Genetic and clinical observations have indicated T cells are involved in MS pathology. There is little insight in how T cells are involved and whether or not these can be used as markers for MS. Objectives Analysis of the gene expression profiles of circulating CD8+ T cells of MS patients compared to healthy controls. Methods RNA from purified CD8+ T cells was sequenced and analyzed for differential gene expression. Pathway analyses of genes at several p-value cutoffs were performed to identify putative pathways involved. Results We identified 36 genes with significant differential gene expression in MS patients. Four genes reached at least 2-fold differences in expression. The majority of differentially expressed genes was higher expressed in MS patients. Genes associated to MS in GWAS showed enrichment amongst the differentially expressed genes. We did not identify enrichment of specific pathways amongst the differentially expressed genes in MS patients. Conclusions CD8+ T cells of MS patients show differential gene expression, with predominantly higher activity of genes in MS patients. We do not identify specific biological pathways in our study. More detailed analysis of CD8+ T cells and subtypes of these may increase understanding of how T cells are involved in MS.


2020 ◽  
Vol 21 (6) ◽  
pp. 1938 ◽  
Author(s):  
Dimitrios S. Kanakoglou ◽  
Theodora-Dafni Michalettou ◽  
Christina Vasileiou ◽  
Evangelos Gioukakis ◽  
Dorothea Maneta ◽  
...  

The use of high-dose Ionizing Radiation (IR) is currently one of the most common modalities in treatment of many types of cancer. The objective of this work was to investigate the effects of high-dose ionizing radiation on healthy human tissue, utilizing quantitative analysis of gene expression. To this end, publicly available transcriptomics datasets from human samples irradiated with a high dose of radiation and non-irradiated (control) ones were selected, and gene expression was determined using RNA-Seq data analysis. Raw data from these studies were subjected to quality control and trimming. Mapping of RNA-Seq reads was performed by the partial selective alignment method, and differential gene expression analysis was conducted. Subsequently, a meta-analysis was performed to select differentially expressed genes across datasets. Based on the differentially expressed genes discovered by meta-analysis, we constructed a protein-to-protein interaction network, and we identified biological pathways and processes related to high-dose IR effects. Our findings suggest that cell cycle arrest is activated, supported by our top down-regulated genes associated with cell cycle activation. DNA repair genes are down-regulated in their majority. However, several genes implicated in the nucleotide excision repair pathway are upregulated. Nevertheless, apoptotic mechanisms seem to be activated probably due to severe high-dose-induced complex DNA damage. The significant upregulation of CDKN1A, as a downstream gene of TP53, further validates programmed cell death. Finally, down-regulation of TIMELESS, signifies a correlation between IR response and circadian rhythm. Nonetheless, high-dose IR exposure effects regarding normal tissue (radiation toxicity) and its possible long-term outcomes should be studied to a greater extend.


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