Circular RNAs increase during vascular cell differentiation and are biomarkers for vascular disease

Northoff, Bernd H. ; Herbst, Andreas; Wenk, Catharina; Weindl, Lena; Gäbel, Gabor; Brezski, Andre; Zarnack, Kathi ; Küpper, Alina; Dimmeler, Stefanie ; Moretti, Alessandra ; Laugwitz, Karl-Ludwig; Engelhardt, Stefan ; Maegdefessel, Lars ; Boon, Reinier A.; Doppler, Stefanie; Dreßen, Martina ; Lahm, Harald ; Lange, Rüdiger; Krane, Markus; Krohn, Knut; Kohlmaier, Alexander; Holdt, Lesca Miriam und Teupser, Daniel (4. Februar 2025): Circular RNAs increase during vascular cell differentiation and are biomarkers for vascular disease. In: Cardiovascular Research, Bd. 121, Nr. 3: S. 405-423

Abstract

Aims: The role of circular RNAs (circRNAs) and their regulation in health and disease are poorly understood. Here, we systematically investigated the temporally resolved transcriptomic expression of circRNAs during differentiation of human induced pluripotent stem cells (iPSCs) into vascular endothelial cells (ECs) and smooth muscle cells (SMCs) and explored their potential as biomarkers for human vascular disease.

Methods and results: Using high-throughput RNA sequencing and a de novo circRNA detection pipeline, we quantified the daily levels of 31 369 circRNAs in a 2-week differentiation trajectory from human stem cells to proliferating mesoderm progenitors to quiescent, differentiated EC and SMC. We detected a significant global increase in RNA circularization, with 397 and 214 circRNAs up-regulated greater than two-fold (adjusted P < 0.05) in mature EC and SMC, compared with undifferentiated progenitor cells. This global increase in circRNAs was associated with up-regulation of host genes and their promoters and a parallel down-regulation of splicing factors. Underlying this switch, the proliferation-regulating transcription factor MYC decreased as vascular cells matured, and inhibition of MYC led to down-regulation of splicing factors such as SRSF1 and SRSF2 and changes in vascular circRNA levels. Examining the identified circRNAs in arterial tissue samples and in peripheral blood mononuclear cells (PBMCs) from patients, we found that circRNA levels decreased in atherosclerotic disease, in contrast to their increase during iPSC maturation into EC and SMC. Using machine learning, we determined that a set of circRNAs derived from COL4A1, COL4A2, HSPG2, and YPEL2 discriminated atherosclerotic from healthy tissue with an area under the receiver operating characteristic curve (AUC) of 0.79. circRNAs from HSPG2 and YPEL2 in blood PBMC samples detected atherosclerosis with an AUC of 0.73.

Conclusion: Time-resolved transcriptional profiling of linear and circRNA species revealed that circRNAs provide granular molecular information for disease profiling. The identified circRNAs may serve as blood biomarkers for atherosclerotic vascular disease.

• Dokumententyp: Zeitschriftenartikel
• Fakultät: Medizin > Klinikum der LMU München > Institut für Laboratoriumsmedizin
• Themengebiete: 600 Technik, Medizin, angewandte Wissenschaften > 610 Medizin und Gesundheit
• ISSN: 0008-6363
• Sprache: Englisch
• DFG: Gefördert durch die Deutsche Forschungsgemeinschaft (DFG) - 403584255
• DFG: Gefördert durch die Deutsche Forschungsgemeinschaft (DFG) - 434373242