transcriptome signature
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2021 ◽  
Vol 12 ◽  
Author(s):  
Avishay Dolitzky ◽  
Guy Shapira ◽  
Sharon Grisaru-Tal ◽  
Inbal Hazut ◽  
Shmulik Avlas ◽  
...  

Eosinophils are multifunctional, evolutionary conserved leukocytes that are involved in a plethora of responses ranging from regulation of tissue homeostasis to host defense and cancer. Eosinophils have been studied mostly in the context of Type 2 inflammatory responses such as those found in allergy. Nonetheless, it is now evident that they participate in Type 1 inflammatory responses and can respond to Type 1 cytokines such as IFN-γ. Recent data suggest that the pleotropic roles of eosinophils are due to heterogeneous responses to environmental cues. Despite this, the activation profile of eosinophils, in response to various stimuli is yet to be defined. To better understand the transcriptional spectrum of eosinophil activation, we exposed eosinophils to Type 1 (e.g. IFN-γ, E. coli) vs. Type 2 (e.g. IL-4) conditions and subjected them to global RNA sequencing. Our analyses show that IL-4, IFN-γ, E. coli and IFN-γ in the presence of E. coli (IFN-γ/E. coli)-stimulated eosinophils acquire distinct transcriptional profiles, which polarize them towards what we termed Type 1 and Type 2 eosinophils. Bioinformatics analyses using Gene Ontology based on biological processes revealed that different stimuli induced distinct pathways in eosinophils. These pathways were confirmed using functional assays by assessing cytokine/chemokine release (i.e. CXCL9, CCL24, TNF-α and IL-6) from eosinophils following activation. In addition, analysis of cell surface markers highlighted CD101 and CD274 as potential cell surface markers that distinguish between Type 1 and Type 2 eosinophils, respectively. Finally, the transcriptome signature of Type 1 eosinophils resembled that of eosinophils that were obtained from mice with experimental colitis whereas the transcriptome signature of Type 2 eosinophils resembled that of eosinophils from experimental asthma. Our data demonstrate that eosinophils are polarized to distinct “Type 1” and “Type 2” phenotypes following distinct stimulations. These findings provide fundamental knowledge regarding the heterogeneity of eosinophils and support the presence of transcriptional differences between Type 1 and Type 2 cells that are likely reflected by their pleotropic activities in diverse disease settings.


2021 ◽  
pp. 100123
Author(s):  
Vivek Srinivas ◽  
Rene A. Ruiz ◽  
Min Pan ◽  
Selva Rupa Christinal Immanuel ◽  
Eliza J.R. Peterson ◽  
...  

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Emiel P. C. van der Vorst ◽  
Mario A. A. Pepe ◽  
Linsey J. F. Peters ◽  
Markus Haberbosch ◽  
Yvonne Jansen ◽  
...  

eLife ◽  
2021 ◽  
Vol 10 ◽  
Author(s):  
Shida Shangguan ◽  
Philip K Ehrenberg ◽  
Aviva Geretz ◽  
Lauren Yum ◽  
Gautam Kundu ◽  
...  

A gene signature was previously found to be correlated with mosaic adenovirus 26 vaccine protection in simian immunodeficiency virus and simian-human immunodeficiency virus challenge models in non-human primates. In this report, we investigated the presence of this signature as a correlate of reduced risk in human clinical trials and potential mechanisms of protection. The absence of this gene signature in the DNA/rAd5 human vaccine trial, which did not show efficacy, strengthens our hypothesis that this signature is only enriched in studies that demonstrated protection. This gene signature was enriched in the partially effective RV144 human trial that administered the ALVAC/protein vaccine, and we find that the signature associates with both decreased risk of HIV-1 acquisition and increased vaccine efficacy (VE). Total RNA-seq in a clinical trial that used the same vaccine regimen as the RV144 HIV vaccine implicated antibody-dependent cellular phagocytosis (ADCP) as a potential mechanism of vaccine protection. CITE-seq profiling of 53 surface markers and transcriptomes of 53,777 single cells from the same trial showed that genes in this signature were primarily expressed in cells belonging to the myeloid lineage, including monocytes, which are major effector cells for ADCP. The consistent association of this transcriptome signature with VE represents a tool both to identify potential mechanisms, as with ADCP here, and to screen novel approaches to accelerate the development of new vaccine candidates.


Hypertension ◽  
2021 ◽  
Vol 78 (Suppl_1) ◽  
Author(s):  
Sarah M Kedziora ◽  
Benedikt Obermayer ◽  
Meryam Sugulle ◽  
Florian Herse ◽  
Kristin Kräker ◽  
...  

Hypertension-associated obstetric diseases like diabetes mellitus (DM) or preeclampsia occur in 25-35% of pregnancies and are related to placental dysfunction. The placenta has a unique structure and function to guarantee healthy pregnancy, fetal development, and outcome. Thus, the diabetic environment featuring inflammation, metabolic alterations, and hypoxia, is challenging with increased stress for mother and foetus. Delivery-related complications and adverse post-pregnancy outcomes, for example the increased risk for preeclampsia, are related to placental pathology in the different types of DM. Therefore, understanding disturbed placental development during pathologic pregnancy is important. We hypothesize a placental transcriptome signature present in pathologic pregnancy. We aimed to broaden our understanding of placental adaptations to various forms of diabetic pregnancy. Human placenta samples from healthy controls (n = 29), women with gestational DM (GDM, n = 12), DM type 1 (DM1, n = 17), DM type 2 (DM2, n = 3) and GDM, DM1 or DM2 superimposed by preeclampsia (n = 16) were included. We quantified gene expression by Illumina TruSeq stranded total RNA Sequencing and analyzed data by means of principal component analysis (PCA), differential expression and gene set enrichment. The samples were mainly split by fetal sex in the PCA rather than diabetic subgroups. Genes associated with the principal components were primary located on the male sex chromosome ( Xist, Uty, Usp9y, Ddx3y ) and only weakly enriched in functionally relevant gene sets. The fetal sex was identified as single main explanatory variable when the principal components were associated with clinical patient data. Placentas complicated by DM2 identified 93 and 27 significant differential expressed genes (DEG; adj. p-value < 0.05) in comparison to healthy controls and GDM, respectively. Comparison of DM1 to DM2 or GDM showed four and two significant genes. In this cohort possible effects of GDM and preeclampsia were not observed.We conclude that fetal sex is dominating placental gene expression and confounding transcriptome signatures resulting from diabetes, in settings of well controlled diabetic disease.


2021 ◽  
Vol Volume 13 ◽  
pp. 6743-6754
Author(s):  
Elisha J Fogel ◽  
Avishai Samouha ◽  
Sanjay Goel ◽  
Radhashree Maitra

2021 ◽  
Author(s):  
Shida Shangguan ◽  
Philip K Ehrenberg ◽  
Aviva Geretz ◽  
Lauren Yum ◽  
Gautam Kundu ◽  
...  

A gene signature previously correlated with mosaic adenovirus 26 vaccine protection in simian immunodeficiency virus (SIV) and SHIV challenge models in non-human primates (NHP). In this report we investigated presence of this signature as a correlate of reduced risk in human clinical trials and potential mechanism for protection. The absence of this gene signature in the DNA/rAd5 human vaccine trial which did not show efficacy, strengthens our hypothesis that this signature is only enriched in studies that demonstrated protection. This gene signature was enriched in the partially effective RV144 human trial that administered the ALVAC/protein vaccine, and we find that the signature associates with both decreased risk of HIV-1 acquisition and increased vaccine efficacy. Total RNA-seq in a clinical trial that used the same vaccine regimen as the RV144 HIV vaccine implicated antibody-dependent cellular phagocytosis (ADCP) as a potential mechanism of vaccine protection. CITE-seq profiling of 53 surface markers and transcriptomes of 53,777 single cells from the same trial, showed that genes in this signature were primarily expressed in cells belonging to the myeloid lineage including monocytes, which are major effector cells for ADCP. The consistent association of this transcriptome signature with vaccine efficacy represents a tool both to identify potential mechanisms, as with ADCP here, and to screen novel approaches to accelerate development of new vaccine candidates.


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