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Whole blood transcriptome identifies interferon-regulated genes as key drivers in thrombotic primary antiphospholipid syndrome

ABSTRACT: Whole blood transcriptome identifies interferon-regulated genes as key drivers in thrombotic primary antiphospholipid syndrome

PROVIDER: PRJNA845785 | ENA |

REPOSITORIES: ENA

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			Action	DRS
	SRR19540000.fastq.gz	Fastqsanger.gz
	SRR19540001.fastq.gz	Fastqsanger.gz
	SRR19540002.fastq.gz	Fastqsanger.gz
	SRR19540003.fastq.gz	Fastqsanger.gz
	SRR19540004.fastq.gz	Fastqsanger.gz

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Whole blood transcriptome identifies interferon-regulated genes as key drivers in thrombotic primary antiphospholipid syndrome

Project description:Objective: Pathogenesis of antiphospholipid syndrome (APS) isn't fully elucidated. We aimed to identify gene signatures characterizing thrombotic primary APS (thrPAPS) and subgroups at high risk for worse outcomes. Methods: We performed whole blood next-generation RNA-sequencing in 62 patients with thrPAPS and 29 age-/sex-matched healthy controls (HCs), followed by differential gene expression analysis (DGEA) and enrichment analysis. We trained models on transcriptomics data using machine learning. Results: DGEA of 12.306 genes revealed 34 deregulated genes in thrPAPS versus HCs; 33 were upregulated by at least 2-fold, and 14/33 were type I and II interferon-regulated genes (IRGs) as determined by interferome database. Machine learning applied to deregulated genes returned 79% accuracy to discriminate thrPAPS from HCs, which increased to 82% when only the most informative IRGs were analyzed. Comparison of thrPAPS subgroups versus HCs showed an increased presence of IRGs among upregulated genes in venous thrombosis (21/23, 91%), triple-antiphospholipid antibody (aPL) positive (30/50, 60%), and recurrent thrombosis (19/42, 45%) subgroups. Enrichment analysis of upregulated genes in triple-aPL positive patients revealed terms related to 'type I interferon signaling pathway' and 'innate immune response'. DGEA among thrPAPS subgroups revealed upregulated genes, including IRGs, in patients with venous versus arterial thrombosis (n = 11, 9 IRGs), triple-aPL versus non-triple aPL (n = 10, 9 IRGs), and recurrent versus non-recurrent thrombosis (n = 10, 3 IRGs). Conclusion: Upregulated IRGs may better discriminate thrPAPS from HCs than all deregulated genes in peripheral blood. Taken together with DGEA data, IRGs are highly expressed in thrPAPS and high-risk subgroups of triple-aPL and recurrent thrombosis, with potential treatment implications.

2023-12-15 | GSE205465 | GEO

Gene profiling reveals specific molecular pathways in the pathogenesis of atherothrombosis in Antiphospholipid syndrome, Systemic Lupus Erythematosus and Lupus with Antiphospholipid Syndrome

2014-03-12 | GSE50395 | GEO

Antiphospholipid antibodies induce Proinflammatory and Procoagulant Pathways in Endothelial cells.

Project description:Antiphospholipid syndrome (APS) is an autoimmune thrombophillia characterized by recurrent thrombotic events and/or pregnancy morbidity in the presence of antiphospholipid antibodies detected either as anti-cardiolipin, anti-β2 Glycoprotein I (anti-β2GPI) or Lupus anticoagulant (LA). Endothelial deregulation characterizes the syndrome. To address the gene expression changes occurring in the endothelial cells in the context of APS, we performed transcriptome analysis of Human Umbilical Vein Endothelial cells (HUVECs) stimulated with anti-β2GPI-β2GPI complexes.

2023-05-24 | GSE143506 | GEO

miRNAs screening in small extracellular vesicles (sEVs) from patients with primary antiphospholipid syndrome (PAPS)

Project description:To discover miRNAs implicate in PAPS pathogenesis, we isolated sEVs from plasma of PAPS patients, aPL patients (patients with positive antiphospholipid antibodies without thrombotic or obstretic complications) and control. Then, we extracted RNA total and we performed miRNA-sequencing.

2023-07-18 | GSE220791 | GEO

Gene profiling reveals specific molecular pathways in the pathogenesis of atherothrombosis in Antiphospholipid syndrome, Systemic Lupus Erythematosus and Lupus with Antiphospholipid Syndrome

Project description:The present gene expression array study of comparative gene profile in monocytes from patients with primary Antiphospholipid Syndrome, Systemic Lupus Erythematosus and Lupus with Antiphospholipid Syndrome demonstrates that the gene expression profiling allows the segregation of these highly related autoimmune diseases, with specific signatures explaining the pro-atherosclerotic, pro-thrombotic and inflammatory changes. One hundred and twenty six patients, forty one with APS, thirty one with SAPS and fifty four with SLE, as well as sixty one healthy donors were included in the study. Monocytes were purified from peripheral blood samples (non-monocytes depleting kit, Miltenyi Biotech, Bergisch Galdbach, Germany). Total RNA from monocytes was extracted using TRIzol reagent. RNA quality control was performed in a 2100 Bioanalyzer. Complementary RNAs from 3 APS patients, 3 SAPS patients, 3 SLE patients, and 3 healthy donors were prepared for hybridization in an Agilent G4112F platform (Whole human Genome microarray 44K) using the One-color gene expression system (Agilent technologies).

2014-03-12 | E-GEOD-50395 | biostudies-arrayexpress

Activation of Interferon and Complement Pathways in Thrombotic Microangiopathy

Project description:Activation of Interferon and Complement Pathways in Thrombotic Microangiopathy

| PRJNA556908 | ENA

Targeting the tissue factor coagulation initiation complex prevents antiphospholipid antibody development

Project description:Antiphospholipid antibodies (aPL) in primary or secondary antiphospholipid syndrome (APS) areis a major cause for acquired thrombophilia. Here we test the effect of specific inhibition of the TF coagulation initiation complex with nematode anticoagulant protein c2 (NAPc2) on the activation of monocytes by aPL. NGS data show that aPL-induced proinflammatory and prothrombotic activation of monocytes, but not interferon regulated gene induction is prevent by NAPc2.

2024-03-21 | GSE252972 | GEO

Activation of Interferon and Complement Pathways in Thrombotic Microangiopathy

Project description:Transplant-associated thrombotic microangiopathy (TA-TMA) is a significant cause of mortality after hematopoietic stem cell transplant (HSCT). Complement blockade is an effective therapeutic strategy for TA-TMA, but some patients with severe disease lack a complete response, prompting a search for additional targetable endothelial injury pathways. We performed transcriptome analysis of peripheral blood mononuclear cells collected prior to HSCT and at onset of TA-TMA and observed significant up-regulation of classical and alternative complement pathways during active TA-TMA. At resolution of TA-TMA after eculizumab therapy, essentially all up-regulated genes and pathways returned to baseline expression levels, supporting the clinical practice of successfully discontinuing complement blockade after resolution of TA-TMA. Further analysis of the global transcriptional regulatory network showed a notable interferon signature associated with TA-TMA with increased STAT1 and STAT2 signaling. To confirm our observations, we documented a high incidence of clinically significant TMA in children with hemophagocytic lymphohistiocytosis (HLH), an interferon gamma-driven disease, outside the setting of transplantation. We also confirmed increased interferon signaling in a separate cohort of patients by measuring CXCL9 and CXCL10 in urine. Our data suggest a key relationship between increased interferon signaling, complement activation, and TMA in two distinct clinical settings, HLH and TA-TMA. Combined anti-complement and anti-interferon treatment may facilitate disease control in patients with refractory TA-TMA. These data cast light on the occurrence of TMA in persons receiving therapeutic interferons, and possibility of TMA in other interferon-driven diseases where interferon may be a novel therapeutic target.

2020-03-30 | GSE134979 | GEO

Transcriptomic Analysis of Placenta Affected by Antiphospholipid Antibodies: Following the TRAIL of trophoblast death

Project description:Antiphospholipid antibodies, a maternal risk factor for preeclampsia, increase shedding of necrotic trophoblast debris from the placenta, leading to endothelial dysfunction. Using Affymetrix HGU133 Plus 2 microarrays, we found changes in the transcriptome of placental explants treated with antiphospholipid antibodies including seven mRNAs encoding for genes BCL2L1, MCL1, PDCD2L, FASLG, SEMA6A, PRKCE and TRAIL that are involved in the regulation of apoptosis. Quantitative real-time RT-PCR and immunohistochemistry confirmed a reduction in TRAIL expression. These results may help to understand how antiphospholipid antibodies affect trophoblast cell death and how the antibodies could contribute to the pathogenesis of preeclampsia. Three different first-trimester placentas (8-8.5 weeks gestation) were dissected into 6 explants each and cultured either with antiphospholipid antibodies (25ug/mL) or untreated media for 16h. RNA was extracted from treated placental explants and Affymetrix HGU133 Plus 2 arrays were conducted to investigate changes in mRNA expression. Untreated: 1UNT, 2UNT, 3UNT Antiphospholipid antibody treatment: 1APL, 2APL, 3APL Biological replicates: 1, 2, 3

2012-02-27 | E-GEOD-36083 | biostudies-arrayexpress

Whole blood gene expression data of thrombotic and non-thrombotic critically ill COVID-19 patients

Project description:Background: COVID-19 has revealed novel pathological mechanisms, particularly hypercoagulability leading to increased thrombotic risk in critically ill patients. This study investigates transcriptional signatures associated with thrombosis development in COVID-19 intensive care unit (ICU) patients and evaluates their predictive potential. Methods: We performed whole blood transcriptional profiling of 57 mechanically ventilated COVID-19 patients, comparing those with thrombotic complications (TC, n=36) to those without (non-TC, n=21) using differential gene expression and machine learning approaches. Results: TC patients showed greater transcriptome disruption and 283 differentially expressed genes compared to non-TC patients. Key features included enhanced neutrophil activation, inflammatory responses, and monocyte activation alongside suppressed lymphocyte function. An OPLS-DA model achieved excellent classification performance (AUC=0.961, 95% CI: 0.905-0.997). The maltase-glucoamylase gene (MGAM) was the top discriminatory biomarker outperforming traditional clinical markers like D-dimer and C-reactive protein (AUC=0.94). Conclusions: Thrombotic complications in critically ill COVID-19 patients are characterized by distinct transcriptional signatures reflecting heightened neutrophil activation and inflammatory dysregulation. MGAM represents a novel potential biomarker that outperforms traditional clinical markers for identifying patients at high thrombotic risk, offering new opportunities for personalized risk stratification and management in severe COVID-19.

2025-06-18 | GSE300129 | GEO

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