Prediction of coronavirus disease severity based on increased levels of microvesicles: A systematic review and meta-analysis

Main Article Content

Nastasya Nunki
Yetti Hernaningsih
Puspa Wardhani
Citrawati Dyah Kencono Wungu
Agil Saputra
Narazah Mohd Yusoff

Abstract

Background: Elevated microvesicle (MV) levels are potential biomarkers of coronavirus disease 2019 (COVID-19). We compared different types of microvesicles (total microvesicles, TMVs), platelet-derived microvesicles (PMVs), endothelium-derived microvesicles (EMVs), and tissue factor-bearing microvesicles (TF-MVs).


Objectives: We investigated the correlations between microvesicles and D-dimers, as well as between microvesicles and COVID-19 severity.


Materials and methods: A systematic literature search was conducted in PubMed, Web of Science, Scopus, and ScienceDirect to identify relevant studies comparing microvesicle types between patients with COVID-19 and healthy controls. Pooled estimates of the standardized mean difference (SMD) for each MV type were calculated using RevMan 5.4, along with the corresponding 95% confidence intervals (CIs).


Results: This meta-analysis included six studies comprising 183 COVID-19 patients and 135 healthy controls for quantitative analysis. Compared with controls, COVID-19 patients presented significantly higher levels of circulating TMVs, PMVs, EMVs, and TF-MVs (TMVs: SMD=4.27, 95% CI 2.18-6.36, p<0.0001; PMVs: SMD=2.07, 95% CI 0.99-3.15, p=0.0002; EMVs: SMD=1.20, 95% CI 0.56-1.84, p=0.0002; and TF-MVs: SMD=2.56, 95% CI 1.98-3.15, p<0.00001). D-dimer levels were correlated with MV levels (N=82, r=0.430, 95% CI 0.227-0.592, p<0.0001). In general, MVs were correlated with COVID-19 severity (N=168; r=0.942; 95% CI, 0.558-0.993; p=0.002).


Conclusion: Patients with severe COVID-19 had elevated levels of TMVs, PMVs, EMVs, and TF-MVs. Therefore, MVs may contribute to the procoagulant effects associated with prognostic and severity biomarkers of COVID-19.

Article Details

How to Cite
Nunki, N., Hernaningsih, Y., Wardhani, P., Wungu, C. D. K. ., Saputra, A., & Yusoff, N. M. . (2026). Prediction of coronavirus disease severity based on increased levels of microvesicles: A systematic review and meta-analysis. Journal of Associated Medical Sciences, 59(3), 334–343. https://doi.org/10.66285/JAMS.2026.106
Section
Research Articles

References

Li X, Zhong X, Wang Y, Zeng X, Luo T, Liu Q. Clinical determinants of the severity of COVID-19: A systematic review and meta-analysis. PLoS One. 2021; 16(5): e0250602. doi: 10.1371/journal.pone.0250602.

Wool GD, Miller JL. The impact of COVID-19 disease on platelets and coagulation. Pathobiology. 2021; 88(1): 15-27. doi: 10.1159/000512007.

Rostami M, Mansouritorghabeh H. D-dimer level in COVID-19 infection: a systematic review. Expert Rev Hematol. 2020; 13(11): 1265-75. doi: 10.1080/17474086.2020.1813023.

Georgescu A, Simionescu M. Extracellular vesicles: versatile nanomediators, potential biomarkers and therapeutic agents in atherosclerosis and COVID-19-related thrombosis. Int J Mol Sci. 2021; 22(11): 5967. doi: 10.3390/ijms22115967.

Barberis E, Vanella VV, Falasca M, Caneapero V, Cappellano G, Raineri D, et al. Circulating exosomes are strongly involved in SARS-CoV-2 infection. Front Mol Biosci. 2021; 8: 632290. doi: 10.3389/fmolb.2021.632290.

Cappellano G, Raineri D, Rolla R, Giordano M, Puricelli C, Vilardo B, et al. Circulating platelet-derived extracellular vesicles are a hallmark of SARS-CoV-2 infection. Cells. 2021; 10(1): 85. doi: 10.3390/cells10010085.

O’Kennedy N, Duttaroy AK. Platelet hyperactivity in COVID-19: Can the tomato extract Fruitflow® be used as an antiplatelet regime. Med Hypotheses. 2021; 147: 110480. doi: 10.1016/j.mehy.2021.110480.

Balbi C, Burrello J, Bolis S, Lazzarini E, Biemmi V, Pianezzi E, et al. Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection. EBioMedicine. 2021; 67: 103369. doi: 10.1016/j.ebiom.2021.103369.

Wijaya T, Hsieh PP, Melinda F, Suarca IK. Hypercoagulation state in infant with COVID-19: a case report. Indones J Biomed Sci. 2022; 16(1): 66-9. doi: 10.15562/ijbs.v16i1.354.

Koupenova M, Corkrey HA, Vitseva O, Tanriveardi K, Somasundaran M, Liu P, et al. SARS-CoV-2 initiates programmed cell death in platelets. Circ Res. 2021; 129(6): 631-46. doi: 10.1161/CIRCRESAHA.121.319195.

Whiteside TL. Procoagulant activity of extracellular vesicles in plasma of patients with SARS-CoV-2 infection. EBioMedicine. 2021; 68: 103411. doi: 10.1016/j.ebiom.2021.103411.

Taus F, Salvagno G, Canè S, Fava C, Mazzaferri F, Carrara E, et al. Platelets promote thromboinflammation in SARS-CoV-2 pneumonia. Arterioscler Thromb Vasc Biol. 2020; 40(12): 2975-89. doi: 10.1161/ATVBAHA.120.315175.

Althaus K, Marini I, Zlamal J, Pelzl L, Singh A, Häberle H, et al. Antibody-induced procoagulant platelets in severe COVID-19 infection. Blood. 2021; 137(8): 1061-71. doi: 10.1182/blood.2020008083.

Zahran AM, El-Badawy O, Ali WA, Mahran ZG, Mahran EEMO, Rayan A. Circulating microparticles and activated platelets as novel prognostic biomarkers in COVID-19; relation to cancer. PLoS One. 2021; 16(2): e0246806. doi: 10.1371/journal.pone.0246806.

Guo D, Lv Y, Qi Y, Pan S. Increased circulating microparticles and inflammatory factors aggravate coronavirus disease 2019 (COVID-19). Research Square [Preprint]. 2020. doi: 10.21203/rs.3.rs-53108/v1.

Sun H, Du Y, Kumar R, Buchkovich N, He P. Increased circulating microparticles contribute to severe infection and adverse outcomes of COVID-19 in patients with diabetes. Am J Physiol Heart Circ Physiol. 2022; 323(5): H1176-H1193. doi: 10.1152/ajpheart.00293.2022.

Hamali HA, Saboor M, Dobie G, Madkhali AM, Akhter MS, Hakamy A, et al. Procoagulant microvesicles in COVID-19 patients: possible modulators of inflammation and prothrombotic tendency. Infect Drug Resist. 2022; 15: 2359-68. doi: 10.2147/IDR.S361405.

Rausch L, Lutz K, Schifferer M, Winheim E, Gruber R, Oesterhaus EF, et al. Binding of phosphatidylserine-positive microparticles by PBMCs classifies disease severity in COVID-19 patients. J Extracell Vesicles. 2021; 10(14): e12173. doi: 10.1002/jev2.12173.

Abdelmaksoud MF, Abdelmaksoud SS, Abdelsamee HF, Ezzelregal HG, Alfeky MA. Platelets derived microparticles in COVID-19: correlation to inflammatory and coagulation state. J Appl Hematol. 2021; 12(4): 195-202. doi: 10.4103/joah.joah_73_21.

Novena OD. Skin manifestations in coronavirus disease 2019 (COVID-19): A literature review. Indones J Biomed Sci. 2021; 15(2): 113-6. doi: 10.15562/ijbs.v15i2.327.

Hassanpour M, Rezaie J, Nouri M, Panahi Y. The role of extracellular vesicles in COVID-19 virus infection. Infect Genet Evol. 2020; 85: 104422. doi: 10.1016/j.meegid.2020.104422.

Zaid Y, Puhm F, Allaeys I, Naya A, Oudghiri M, Khalki L, et al. Platelets can associate with SARS-CoV-2 RNA and are hyperactivated in COVID-19. Circ Res. 2020; 127(11): 1404-18. doi: 10.1161/CIRCRESAHA.120.317703.

Che Mohd Nassir CMN, Hashim S, Wong KK, Abdul Halim S, Idris NS, Jayabalan N, et al. COVID-19 infection and circulating microparticles-reviewing evidence as microthrombogenic risk factor for cerebral small vessel disease. Mol Neurobiol. 2021; 58(8): 4188-215. doi: 10.1007/s12035-021-02422-1.

Xiang M, Wu X, Jing H, Liu L, Wang C, Wang Y, et al. The impact of platelets on pulmonary microcirculation throughout COVID-19 and its persistent activating factors. Front Immunol. 2022; 13: 955654. doi: 10.3389/fimmu.2022.955654.

Kaur S, Singh A, Kaur J, Verma N, Pandey AK, Das S, et al. Upregulation of cytokine signaling in platelets increases risk of thrombophilia in severe COVID-19 patients. Blood Cells Mol Dis. 2022; 94: 102653. doi: 10.1016/j.bcmd.2022.102653.

Wang J, Pendurthi UR, Yi G, Rao LVM. SARS-CoV-2 infection induces the activation of tissue factor-mediated coagulation via activation of acid sphingomyelinase. Blood. 2021; 138(4): 344-9. doi: 10.1182/blood.2021010915.

Franco C, Lacroix R, Vallier L, Judicone C, Bouriche T, Laroumagne S, et al. A new hybrid immunocapture bioassay with improved reproducibility to measure tissue factor-dependent procoagulant activity of microvesicles from body fluids. Thromb Res. 2020; 196: 414-24. doi: 10.1016/j.thromres.2020.10.003.

Liu G, Yin XM. The role of extracellular vesicles in liver pathogenesis. Am J Pathol. 2022; 192(10): 1358-67. doi: 10.1016/j.ajpath.2022.06.009.

Rodrigues KF, Pietrani NT, Fernandes AP, Bosco AA, de Sousa MCR, de Fátima Oliveira Silva I, et al. Circulating microparticles levels are increased in patients with diabetic kidney disease: A case-control research. Clin Chim Acta. 2018; 479: 48-55. doi: 10.1016/j.cca.2018.01.011.

Garnier Y, Claude L, Hermand P, Sachou E, Claes A, Desplan K, et al. Plasma microparticles of intubated COVID-19 patients cause endothelial cell death, neutrophil adhesion and netosis, in a phosphatidylserine-dependent manner. Br J Haematol. 2022; 196(5): 1159-69. doi: 10.1111/bjh.18001.

Canzano P, Brambilla M, Porro B, Cosentino N, Tortorici E, Vicini S, et al. Platelet and endothelial activation as potential mechanisms behind the thrombotic complications of COVID-19 patients. JACC Basic Transl Sci. 2021; 6(3): 202-18. doi: 10.1016/j.jacbts.2020.12.009.

Yusuf F, Abubakar A, Maghfirah D, Baswin A. Relationship red distribution width to platelet ratio with fibrosis degrees based on transient elastography in chronic hepatitis B patients. Bali Med J. 2021; 10(2): 793-7. doi: 10.15562/bmj.v10i2.2530.

Hernaningsih Y, Aryati, Notopuro PB, Hajat A, et al. Laboratory Aspects of COVID-19. Surabaya: Airlangga University Press; 2021.

Wiyono N, Hernaningsih Y, Hajat A, Notopuro PB, Yusoff NM, Moses EJ. Thromboelastography parameter and its association with survival of COVID-19 patients: A retrospective cross-sectional study. Indones J Biomed Sci. 2023; 19(1): 124-9. doi: 10.15562/ijbs.v19i1.472 .

Kumar MA, Baba SK, Sadida HQ, et al. Extracellular vesicles as tools and targets in therapy for diseases. Signal Transduct Target Ther. 2024; 9(1): 105. doi: 10.1038/s41392-024-01815-3.

Nunki N, Hernaningsih Y, Wardhani P, et al. Platelet and Monocyte Microvesicles as Potential Biomarkers of COVID-19 Severity: A Cross-Sectional Analysis. Ann Lab Med. 2024; 44(5): 392-400. doi: 10.3343/alm.2023.0450.

Wungu CDK, Kurniawan RB, Oktafia P. Tinjauan sistematis dan metaanalisis untuk kedokteran klinis [Systematic review and meta-analysis for clinical medicine]. Surabaya: Airlangga University Press; 2025.