scholarly journals Whole-Transcriptome Analysis in Peripheral Blood Mononuclear Cells from Patients with Lipid-Specific Oligoclonal IgM Band Characterization Reveals Two Circular RNAs and Two Linear RNAs as Biomarkers of Highly Active Disease

Biomedicines ◽  
2020 ◽  
Vol 8 (12) ◽  
pp. 540
Author(s):  
Leire Iparraguirre ◽  
Danel Olaverri ◽  
Telmo Blasco ◽  
Lucía Sepúlveda ◽  
Tamara Castillo-Triviño ◽  
...  
Keyword(s):  
Peripheral Blood Mononuclear Cells ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Circular Rnas ◽  
Rna Seq ◽  
Roc Curve Analysis ◽  
Peripheral Blood Mononuclear ◽  
Highly Active ◽  
Blood Mononuclear Cells ◽  
Active Disease

The presence of anti-myelin lipid-specific oligoclonal IgM bands (LS-OCMBs) has been defined as an accurate predictor of an aggressive evolution of multiple sclerosis. However, the detection of this biomarker is performed in cerebrospinal fluid, a quite invasive liquid biopsy. In the present study we aimed at studying the expression profile of miRNA, snoRNA, circRNA and linearRNA in peripheral blood mononuclear cells (PBMCs) from patients with lipid-specific oligoclonal IgM band characterization. We included a total of 89 MS patients, 47 with negative LS-OCMB status and 42 with positive status. Microarray (miRNA and snoRNA) and RNA-seq (circular and linear RNAs) were used to perform the profiling study in the discovery cohort and candidates were validated by RT-qPCR in the whole cohort. The biomarker potential of the candidates was evaluated by ROC curve analysis. RNA-seq and RT-qPCR validation revealed that two circular (hsa_circ_0000478 and hsa_circ_0116639) and two linear RNAs (IRF5 and MTRNR2L8) are downregulated in PBMCs from patients with positive LS-OCMBs. Finally, those RNAs show a performance of a 70% accuracy in some of the combinations. The expression of hsa_circ_0000478, hsa_circ_0116639, IRF5 and MTRNR2L8 might serve as minimally invasive biomarkers of highly active disease.

scholarly journals Microarray Expression Profile of Circular RNAs in Peripheral Blood Mononuclear Cells from Rheumatoid Arthritis Patients

2017 ◽  
Vol 42 (2) ◽  
pp. 651-659 ◽  
Author(s):  
Qingqing Ouyang ◽  
Jing Wu ◽  
Zhenlan Jiang ◽  
Jinjun Zhao ◽  
Ran Wang ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Peripheral Blood Mononuclear Cells ◽  
Roc Curve ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Circular Rnas ◽  
Screening Methods ◽  
Roc Curve Analysis ◽  
Peripheral Blood Mononuclear ◽  
Blood Mononuclear Cells

Background/Aims: Circular RNAs (circRNAs) compose a large class of RNAs that can be used as biomarkers in clinical blood samples. This study aimed to determine the expression of circRNAs in peripheral blood mononuclear cells (PBMCs) from rheumatoid arthritis (RA) patients to identify novel biomarkers for RA screening. Methods: We started with a microarray screening of circRNA changes in PBMCs from 5 RA patients and 5 healthy controls. We then confirmed the selected circRNA changes in PBMCs from 30 RA patients and 25 age- and sex-matched controls using the real-time quantitative reverse transcription-polymerase chain reaction (qRT-PCR). Spearman correlation test was performed to assess the correlation of circRNAs and clinical variables. Receiver operating characteristic (ROC) curve was calculated to evaluate the diagnostic value. Results: We identified and verified five circRNAs (092516, 003524, 103047, 104871, 101873) that were significantly elevated in PBMCs from RA patients. Among these RA patients, we detected no significant correlation between the five circRNAs and the disease severity, including disease activity score (DAS28), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), and health assessment questionnaire (HAQ). Yet, ROC curve analysis suggested that circRNA_104871 has significant value of RA diagnosis (AUC=0.833, P<0.001), followed by circRNA_003524 (AUC = 0.683, P = 0.020), circRNA_101873 (AUC = 0.676, P = 0.026), and circRNA_103047 (AUC = 0.671, P = 0.030). Conclusions: This study suggests that increased expression of circRNAs circRNA_104871, circRNA_003524, circRNA_101873 and circRNA_103047 in PBMC from RA patients may serve as potential biomarkers for RA patient diagnosis.

scholarly journals RNA-Seq Transcriptome Analysis Reveals Long Terminal Repeat Retrotransposon Modulation in Human Peripheral Blood Mononuclear Cells after In Vivo Lipopolysaccharide Injection

2020 ◽  
Vol 94 (19) ◽  
Author(s):  
Maria Paola Pisano ◽  
Olivier Tabone ◽  
Maxime Bodinier ◽  
Nicole Grandi ◽  
Julien Textoris ◽  
...  
Keyword(s):  
Peripheral Blood Mononuclear Cells ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Human Peripheral Blood ◽  
Ltr Retrotransposon ◽  
Ltr Retrotransposons ◽  
Rna Seq ◽  
Peripheral Blood Mononuclear ◽  
Blood Mononuclear Cells

ABSTRACT Human endogenous retroviruses (HERVs) and mammalian apparent long terminal repeat (LTR) retrotransposons (MaLRs) are retroviral sequences that integrated into germ line cells millions of years ago. Transcripts of these LTR retrotransposons are present in several tissues, and their expression is modulated in pathological conditions, although their function remains often far from being understood. Here, we focused on the HERV/MaLR expression and modulation in a scenario of immune system activation. We used a public data set of human peripheral blood mononuclear cells (PBMCs) RNA-Seq from 15 healthy participants to a clinical trial before and after exposure to lipopolysaccharide (LPS), for which we established an RNA-Seq workflow for the identification of expressed and modulated cellular genes and LTR retrotransposon elements. IMPORTANCE We described the HERV and MaLR transcriptome in PBMCs, finding that about 8.4% of the LTR retrotransposon loci were expressed and identifying the betaretrovirus-like HERVs as those with the highest percentage of expressed loci. We found 4,607 HERV and MaLR loci that were modulated as a result of in vivo stimulation with LPS. The HERV-H group showed the highest number of differentially expressed most intact proviruses. We characterized the HERV and MaLR loci as differentially expressed, checking their genomic context of insertion and observing a general colocalization with genes that are involved and modulated in the immune response, as a consequence of LPS stimulation. The analyses of HERV and MaLR expression and modulation show that these LTR retrotransposons are expressed in PBMCs and regulated in inflammatory settings. The similar regulation of HERVs/MaLRs and genes after LPS stimulation suggests possible interactions of LTR retrotransposons and the immune host response.

scholarly journals RNA-seq transcriptome analysis reveals LTR-retrotransposons modulation in Human Peripheral Blood Mononuclear Cells (PBMCs) after in vivo Lipopolysaccharides (LPS) injection

2019 ◽  
Author(s):  
Maria Paola Pisano ◽  
Olivier Tabone ◽  
Maxime Bodinier ◽  
Nicole Grandi ◽  
Julien Textoris ◽  
...  
Keyword(s):  
Peripheral Blood Mononuclear Cells ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Human Peripheral Blood ◽  
Differentially Expressed ◽  
Ltr Retrotransposons ◽  
Rna Seq ◽  
Peripheral Blood Mononuclear ◽  
Blood Mononuclear Cells

AbstractHuman Endogenous Retroviruses (HERVs) and Mammalian apparent LTR-retrotransposons (MaLRs) are retroviral sequences that integrated into the germline cells millions year ago. Transcripts of these LTR-retrotransposons are present in several tissues, and their expression is modulated in pathological conditions, although their function remains often far from being understood. In this work, we focused on the HERVs/MaLRs expression and modulation in a scenario of immune system activation. We used a public dataset of Human Peripheral Blood Mononuclear Cells (PBMCs) RNA-seq from 15 healthy participants to a clinical trial before and after the exposure to Lipopolysaccharide (LPS), for which we established an RNA-seq workflow for the identification of expressed and modulated cellular genes and LTR-retrotransposon elements.ImportanceWe described the HERV and MaLR transcriptome in PBMCs, finding that about 8.4 % of the LTR-retrotransposons loci were expressed, and identifying the betaretrovirus-like HERVs as those with the highest percentage of expressed loci. We found 4,607 HERVs and MaLRs loci that were modulated as a result of in vivo stimulation with LPS. The HERV-H group showed the highest number of differentially expressed most intact proviruses. We characterized the HERV and MaLR loci differentially expressed checking their genomic context of insertion and, interestingly, we found a general co-localization with genes that are involved and modulated in the immune response, as consequence of LPS stimulation. The analyses of HERVs and MaLRs expression and modulation show that this LTR-retrotransposons are expressed in PBMCs and regulated in inflammatory settings. The similar regulation of HERVs/MaLRs and genes after LPS stimulation suggests possible interactions of LTR-retrotransposons and the immune host response.

Characteristics of circular RNAs expression of peripheral blood mononuclear cells in humans with Coronary Artery Disease

2021 ◽  
Author(s):  
Wen-Feng Ji ◽  
Jia-Xin Chen ◽  
Shu He ◽  
Ya-Qing Zhou ◽  
Lei Hua ◽  
...  
Keyword(s):  
Coronary Artery Disease ◽  
Coronary Artery ◽  
Peripheral Blood Mononuclear Cells ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Differentially Expressed ◽  
Circular Rnas ◽  
Peripheral Blood Mononuclear ◽  
Blood Mononuclear Cells ◽  
Artery Disease

Objective: Circular RNAs (circRNAs) function as promising biomarkers and therapeutic targets for coronary artery disease due to their high stability, covalently closed structure and potential gene regulation. We aimed to identify the expression profile and role of circular RNAs (circRNAs) in coronary artery disease (CAD). Methods: We performed RNA sequence analysis of circRNAs in peripheral blood mononuclear cells of 5 CAD patients and 5 controls. Bioinformatics analyses was adopted to explore biological functions of differentially expressed circRNAs. The miRanda and TargetScan tools were used to predict the miRNA targeting interactions and to construct a triple network of differentially expressed gene-circRNA-miRNA-mRNA. Results: In total, 13160 downregulated and 12905 upregulated circRNAs were identified in CAD. A gene ontology annotation analysis showed that genes in the network were involved in organelle organization, cell cycle, mitotic cycle and cellular metabolic process. Parental genes of the 10 dysregulated-circRNAs were involved in metabolism and protein modification, and these circRNAs might regulate gene expression associated with CAD via miRNA sponges. Conclusion: As potential ceRNAs, dysregulated circRNAs may be involved in the pathogenesis of CAD, which provides new insights into diagnosis and prognosis of coronary artery disease.

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