Functional analysis of gene-gene interaction networks of miR-143-3p and miR-181b-5p as regulators of coronary atherosclerotic plaque vulnerability

Cover Page

Cite item

Full Text

Open Access Open Access
Restricted Access Access granted
Restricted Access Subscription or Fee Access

Abstract

Aim. To perform functional analysis of the gene-gene interaction networks of miR-143-3p and miR-181b-5p to identify key target genes involved in regulating the coronary atherosclerotic plaque vulnerability and to identify potential therapeutic targets.

Material and methods. The study is based on the analysis of a database of 62 patients with suspected coronary artery atherosclerosis examined by multi-slice computed tomography coronary angiography. The sample included 22 patients with vulnerable plaques, 23 with stable plaques, and 17 without atherosclerosis. Analysis of circulating microRNA levels in blood plasma was performed via real-time reverse transcription polymerase chain reaction using TaqMan kits. Data on experimentally validated target genes were obtained from the TarBase v9.0 database, and data on gene interactions were obtained from the STRING v12.0 database. Interaction networks were built using CytoScape software.

Results. Analysis of the functional connections of miR-143-3p revealed an effect on the key genes HNF4A, SMAD3 and AKT1 involved in the regulation of lipid metabolism, proliferation and differentiation of vascular smooth muscle cells, and angiogenesis. For miR-181b-5p, the main target genes VCAM1, ARRB2, BCL2, and IGF1R were identified, which regulate the processes of monocyte adhesion, inflammation, apoptosis, and vascular stability. Network analysis demonstrated the convergence of PI3K / AKT, TGF-β / SMAD signaling pathways and cell death control mechanisms in regulation of atherosclerotic plaque stability.

Conclusion. Functional analysis revealed the key molecular targets of miR-143-3p and miR-181b-5p involved in pathogenesis of atherosclerosis. The identified microRNAs and their target genes represent promising therapeutic targets for stabilizing atherosclerotic plaques and preventing cardiovascular complications. Evaluation of the expression levels of these microRNAs in combination with imaging techniques can contribute to the development of personalized approaches to diagnosis and treatment of atherosclerosis.

About the authors

D. Yu. Shchekochikhin

I.M. Sechenov First Moscow State Medical University, Ministry of Health of Russia (Sechenov University)

Email: rozhkov_a_n@staff.sechenov.ru
ORCID iD: 0000-0002-8209-2791
Russian Federation, Build. 2, 8 Trubetskaya St., Moscow 119048

Andrey N. Rozhkov

Institute of Personalized Cardiology of the “Digital Biodesign and Personalized Healthcare” Center, Science and Technology Park of I. M. Sechenov First Moscow State Medical University, Ministry of Health of Russia (Sechenov University)

Author for correspondence.
Email: rozhkov_a_n@staff.sechenov.ru
ORCID iD: 0000-0002-2735-076X
Russian Federation, Build. 1, 6 Bol’shaya Pirogovskaya St., Moscow 119435

N. A. Ershova

Institute of Personalized Cardiology of the “Digital Biodesign and Personalized Healthcare” Center, Science and Technology Park of I. M. Sechenov First Moscow State Medical University, Ministry of Health of Russia (Sechenov University)

Email: rozhkov_a_n@staff.sechenov.ru
ORCID iD: 0009-0007-6667-1287
Russian Federation, Build. 1, 6 Bol’shaya Pirogovskaya St., Moscow 119435

F. Yu. Kopylov

I.M. Sechenov First Moscow State Medical University, Ministry of Health of Russia (Sechenov University); Institute of Personalized Cardiology of the “Digital Biodesign and Personalized Healthcare” Center, Science and Technology Park of I. M. Sechenov First Moscow State Medical University, Ministry of Health of Russia (Sechenov University)

Email: rozhkov_a_n@staff.sechenov.ru
ORCID iD: 0000-0001-5124-6383
Russian Federation, Build. 2, 8 Trubetskaya St., Moscow 119048; Build. 1, 6 Bol’shaya Pirogovskaya St., Moscow 119435

References

  1. Teixeira A.R., Ferreira V.V., Pereira-da-Silva T. et al. The role of miRNAs in the diagnosis of stable atherosclerosis of different arterial territories: a critical review. Front Cardiovasc Med 2022;9:1040971. doi: 10.3389/fcvm.2022.1040971
  2. Huang P. Potential new therapeutic targets: association of microRNA with atherosclerotic plaque stability. Int J Immunopathol Pharmacol 2023;37:3946320231185657. doi: 10.1177/03946320231185657
  3. Churov A., Summerhill V., Grechko A. et al. MicroRNAs as potential biomarkers in atherosclerosis. Int J Mol Sci 2019;20(22):5547. doi: 10.3390/ijms20225547
  4. Rozhkov A.N., Shchekochikhin D.Y., Ashikhmin Y.I. et al. The profile of circulating blood microRNAs in outpatients with vulnerable and stable atherosclerotic plaques: associations with cardiovascular risks. Noncoding RNA 2022;8(4):47. doi: 10.3390/ncrna8040047
  5. González-López P., Ares-Carral C., López-Pastor A.R. et al. Implication of miR-155-5p and miR-143-3p in the vascular insulin resistance and instability of human and experimental atherosclerotic plaque. Int J Mol Sci 2022;23(18):10253. doi: 10.3390/ijms231810253
  6. Zhou H., Yang D., Cheng H.S. et al. miR-181b regulates vascular endothelial aging by modulating an MAP3K3 signaling pathway. FASEB J 2022;36(6):e22353. doi: 10.1096/fj.202200046R
  7. Chang L., Zhou G., Soufan O., Xia J. MiRNet 2.0: network-based visual analytics for miRNA functional analysis and systems biology. Nucleic Acids Res 2020;48(W1):W244–51. doi: 10.1093/nar/gkaa467
  8. Lu H., Lei X., Winkler R. et al. Crosstalk of hepatocyte nuclear factor 4a and glucocorticoid receptor in the regulation of lipid metabolism in mice fed a high-fat-high-sugar diet. Lipids Health Dis 2022;21(1):46. doi: 10.1186/s12944-022-01654-6
  9. Burdin D.V., Kolobov A.A., Brocker C. et al. Diabetes-linked transcription factor HNF4α regulates metabolism of endogenous methylarginines and β-aminoisobutyric acid by controlling expression of alanine-glyoxylate aminotransferase 2. Sci Rep 2016;6:35503. doi: 10.1038/srep35503
  10. Cheng P., Wirka R.C., Kim J.B. et al. Smad3 regulates smooth muscle cell fate and mediates adverse remodeling and calcification of the atherosclerotic plaque. Nat Cardiovasc Res 2022;1(4):322–33. doi: 10.1038/s44161-022-00042-8
  11. Petrovič D., Letonja J., Petrovič D. SMAD3 rs17228212 polymorphism is associated with advanced carotid atherosclerosis in a slovenian population. Biomedicines 2024;12(5):1103. doi: 10.3390/biomedicines12051103
  12. Yang S., Li J., Chen Y. et al. MicroRNA-216a promotes M1 macrophages polarization and atherosclerosis progression by activating telomerase via the Smad3/NF-κB pathway. Biochim Biophys Acta Mol Basis Dis 2019;1865(7):1772–81. doi: 10.1016/j.bbadis.2018.06.016
  13. Wang Y., Li Y., Liu D. Erythropoietin promoted intraplaque angiogenesis by PI3K/AKT/mTOR signaling pathway in atherosclerosis. Tissue Cell 2023;82:102084. doi: 10.1016/j.tice.2023.102084
  14. Zhao Y., Qian Y., Sun Z. et al. Role of PI3K in the progression and regression of atherosclerosis. Front Pharmacol 2021;12:632378. doi: 10.3389/fphar.2021.632378
  15. Pickett J.R., Wu Y., Zacchi L.F. et al. Targeting endothelial vascular cell adhesion molecule-1 in atherosclerosis: drug discovery and development of vascular cell adhesion molecule-1-directed novel therapeutics. Cardiovasc Res 2023;119(13):2278–93. doi: 10.1093/cvr/cvad130
  16. Wang Y., Fan Z., Xu C. et al. Anti-ATR001 monoclonal antibody ameliorates atherosclerosis through beta-arrestin2 pathway. Biochem Biophys Res Commun 2021;544:1–7. doi: 10.1016/j.bbrc.2021.01.054
  17. Drozd M., Bruns A., Yuldasheva N. et al. Endothelial insulin-like growth factor-1 signaling regulates vascular barrier function and atherogenesis. Cardiovasc Res 2025;121(7):1108–20. doi: 10.1093/cvr/cvaf055
  18. Kutuk O., Basaga H. Bcl-2 protein family: implications in vascular apoptosis and atherosclerosis. Apoptosis 2006;11(10):1661–75. doi: 10.1007/s10495-006-9402-7
  19. Lv B., He S., Li P. et al. MicroRNA-181 in cardiovascular disease: emerging biomarkers and therapeutic targets. FASEB J 2024;38(9):e23635. doi: 10.1096/fj.202400306R
  20. Wu J., Zhu Y., Liu D. et al. Biological functions and potential mechanisms of miR-143-3p in cancers (review). Oncol Rep 2024;52(3):113. doi: 10.3892/or.2024.8772
  21. Stoffel M., Duncan S.A. The maturity-onset diabetes of the young (MODY1) transcription factor HNF4alpha regulates expression of genes required for glucose transport and metabolism. Proc Natl Acad Sci USA 1997;94(24):13209–14. doi: 10.1073/pnas.94.24.13209
  22. Ferguson J.F., Matthews G.J., Townsend R.R. et al. Candidate gene association study of coronary artery calcification in chronic kidney disease: findings from the CRIC study (Chronic Renal Insufficiency Cohort). J Am Coll Cardiol 2013;62(9):789–98. doi: 10.1016/j.jacc.2013.01.103
  23. McDonald T.J., Ellard S. Maturity onset diabetes of the young: identification and diagnosis. Ann Clin Biochem 2013;50(Pt 5): 403–15. doi: 10.1177/0004563213483458
  24. Thymiakou E., Othman A., Hornemann T. et al. Defects in high density lipoprotein metabolism and hepatic steatosis in mice with liver-specific ablation of hepatocyte nuclear factor 4A. Metabolism 2020;110:154307. doi: 10.1016/j.metabol.2020.154307
  25. Temtem M., Serrao M., Mendonca M.I. et al. Is HNF4A gene, a risk factor or protection against coronary artery disease? Eur Heart J 2021;42. doi: 10.1093/eurheartj/ehab724.3196
  26. Yang X., Chen L., Xu X. et al. TGF-beta/Smad3 signals repress chondrocyte hypertrophic differentiation and are required for maintaining articular cartilage. J Cell Biol 2001;153(1):35–46. doi: 10.1083/jcb.153.1.35
  27. Miller C.L., Pjanic M., Wang T. et al. Integrative functional genomics identifies regulatory mechanisms at coronary artery disease loci. Nat Commun 2016;7:12092. doi: 10.1038/ncomms12092
  28. Nikpay M., Goel A., Won H.-H. et al. A comprehensive 1000 genomes-based genome-wide association meta-analysis of coronary artery disease. Nat Genet 2015;47(10):1121–30. doi: 10.1038/ng.3396
  29. Fang Y., Duan C., Chen S. et al. Increased legumain/Smad3 expression in atherosclerotic plaque of rat thoracic aorta. Biomed Pharmacother 2019;119:109353. doi: 10.1016/j.biopha.2019.109353
  30. Chen J., Somanath P.R., Razorenova O. et al. Akt1 regulates pathological angiogenesis, vascular maturation and permeability in vivo. Nat Med 2005;11(11):1188–96. doi: 10.1038/nm1307
  31. Ackah E., Yu J., Zoellner S. et al. Akt1/protein kinase B alpha is critical for ischemic and VEGF-mediated angiogenesis. J Clin Invest 2005;115(8):2119–27. doi: 10.1172/JCI24726
  32. Linton M.F., Moslehi J.J., Babaev V.R. Akt signaling in macrophage polarization, survival, and atherosclerosis. Int J Mol Sci 2019;20(10):2703. doi: 10.3390/ijms20112703
  33. Liu Y.-S., Lin H.-Y., Lai S.-W. et al. MiR-181b modulates EGFR-dependent VCAM-1 expression and monocyte adhesion in glioblastoma. Oncogene 2017;36(35):5006–22. doi: 10.1038/onc.2017.129
  34. Ghasempour G., Mohammadi A., Zamani-Garmsiri F. et al. MiRNAs through β-ARR2/p-ERK1/2 pathway regulate the VSMC proliferation and migration. Life Sci 2021;279:119703. doi: 10.1016/j.lfs.2021.119703
  35. Ley K., Huo Y. VCAM-1 is critical in atherosclerosis. J Clin Invest 2001;107(10):1209–10. doi: 10.1172/JCI13005
  36. Troncoso M.F., Ortiz-Quintero J., Garrido-Moreno V. et al. VCAM-1 as a predictor biomarker in cardiovascular disease. Biochim Biophys Acta Mol Basis Dis 2021;1867(9):166170. doi: 10.1016/j.bbadis.2021.166170
  37. Cybulsky M.I., Iiyama K., Li H. et al. A major role for VCAM-1, but not ICAM-1, in early atherosclerosis. J Clin Invest 2001;107(10):1255–62. doi: 10.1172/JCI11871
  38. Weinkauf C.C., Concha-Moore K., Lindner J.R. et al. Endothelial vascular cell adhesion molecule 1 is a marker for high-risk carotid plaques and target for ultrasound molecular imaging. J Vasc Surg 2018;68(6):105S–13. doi: 10.1016/j.jvs.2017.10.088
  39. Wang H., Deng Q.W., Peng A.N. et al. β-Arrestin2 functions as a key regulator in the sympathetic-triggered immunodepression after stroke. J Neuroinflammation 2018;15(1):102. doi: 10.1186/s12974-018-1142-4
  40. Kuhr F.K., Zhang Y., Brovkovych V. et al. Beta-arrestin 2 is required for B1 receptor-dependent post-translational activation of inducible nitric oxide synthase. FASEB J 2010;24(7):2475–83. doi: 10.1096/fj.09-148783
  41. Kim J., Zhang L., Peppel K. et al. Beta-arrestins regulate atherosclerosis and neointimal hyperplasia by controlling smooth muscle cell proliferation and migration. Circ Res 2008;103(1):70–9. doi: 10.1161/circresaha.108.172338
  42. Cao Z.H., Gao L., Jiang L. et al. Effect of β-arrestin on damage of human umbilical vein endothelial cell induced by angiotensin II. Eur Rev Med Pharmacol Sci 2017;21(24):5821–6. doi: 10.26355/eurrev_201712_14030
  43. Verma S., Kumar A., Narang R. et al. Signature transcriptome analysis of stage specific atherosclerotic plaques of patients. BMC Med Genomics 2022;15(1):99. doi: 10.1186/s12920-022-01250-8
  44. Ruvolo P.P., Deng X., May W.S. Phosphorylation of Bcl2 and regulation of apoptosis. Leukemia 2001;15(4):515–22. doi: 10.1038/sj.leu.2402090
  45. Klimentova E.A., Suchkov I.A., Shchulkin A.V. et al. Expression of apoptotic markers Bcl-2 and Bax in the vascular wall. Sovremennye tekhnologii v meditsine = Sovrem Tekhnologii Med 2021;13(2):46–50. (In Russ.). doi: 10.17691/stm2021.13.2.05
  46. Qian Y., Teng Y., Li Y. et al. MiR-143-3p suppresses the progression of nasal squamous cell carcinoma by targeting Bcl-2 and IGF1R. Biochem Biophys Res Commun 2019;518(3):492–9. doi: 10.1016/j.bbrc.2019.08.075
  47. Chang L., Chai X., Chen P. et al. MiR-181b-5p suppresses starvation-induced cardiomyocyte autophagy by targeting Hspa5. Int J Mol Med 2019;43(1):143–54. doi: 10.3892/ijmm.2018.3988
  48. Fagerberg L., Hallström B.M., Oksvold P. et al. Analysis of the human tissue-specific expression by genome-wide integration of transcriptomics and antibody-based proteomics. Mol Cell Proteomics 2014;13(2):397–406. doi: 10.1074/mcp.M113.035600
  49. Higashi Y., Sukhanov S., Shai S.Y. et al. Insulin-like growth factor-1 receptor deficiency in macrophages accelerates atherosclerosis and induces an unstable plaque phenotype in apolipoprotein E-deficient mice. Circulation 2016;133(23):2263–78. doi: 10.1161/circulationaha.116.021805
  50. Okura Y., Brink M., Zahid A.A. et al. Decreased expression of insulin-like growth factor-1 and apoptosis of vascular smooth muscle cells in human atherosclerotic plaque. J Mol Cell Cardiol 2001;33(10):1777–89. doi: 10.1006/jmcc.2001.1441
  51. Yang Z., Wang J., Pan Z. et al. MiR-143-3p regulates cell proliferation and apoptosis by targeting IGF1R and IGFBP5 and regulating the Ras/p38 MAPK signaling pathway in rheumatoid arthritis. Exp Ther Med 2018;15(4):3781–90. doi: 10.3892/etm.2018.5907
  52. Mahmoudian M., Razmara E., Mahmud Hussen B. et al. Identification of a six-microRNA signature as a potential diagnostic biomarker in breast cancer tissues. J Clin Lab Anal 2021;35(11):e24010. doi: 10.1002/jcla.24010
  53. Than M., Han M. Functional analysis of the miRNA–mRNA interaction network in C. elegans. Worm 2013;2(4):e26894. doi: 10.4161/worm.26894

Supplementary files

Supplementary Files
Action
1. JATS XML

Copyright (c) 2026 Shchekochikhin D.Y., Rozhkov A.N., Ershova N.A., Kopylov F.Y.

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

СМИ зарегистрировано Федеральной службой по надзору в сфере связи, информационных технологий и массовых коммуникаций (Роскомнадзор).
Регистрационный номер и дата принятия решения о регистрации СМИ: серия ПИ № ФС 77-36931 от  21.07.2009.