The role of serum biomarkers in predicting futile recanalization and functional outcome in patients with ischemic stroke undergoing mechanical thrombectomy.

Authors

  • Elena COSTRU-TASHNIC Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”;Nicolae Testemițanu State University of Medicine and Pharmacy
  • Olga GAVRILIUC Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”
  • Adriana ARABADJI Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy
  • Irina TEACĂ Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy
  • Cătălina GUTU Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy
  • Ion PREGUZA Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”
  • Alexandru DOROBEȚ Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”;
  • Oxana GROSU Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”

DOI:

https://doi.org/10.52692/1857-0011.2025.3-83.38

Keywords:

acute ischemic stroke, mechanical thrombectomy, futile recanalization, biomarkers, CRP, NLR, D-dimers, MMP-9

Abstract

Introduction: Despite the technical success of mechanical thrombectomy (MT) in patients with acute ischemic stroke due to large vessel occlusion, over 60% of patients remain with poor functional outcomes (“futile recanalization”). Early identification of high-risk patients represents a clinical priority.
Objective: To provide a narrative review of the literature regarding the predictive value of serum biomarkers (inflammatory, hemostatic, and blood–brain barrier integrity markers) for futile recanalization and neurological outcomes. Materials and methods: A narrative literature review was conducted using the PubMed database, employing both free keywords (“ischemic stroke,” “thrombectomy,” “biomarkers,” “prediction”) and corresponding MeSH terms, covering
the period 2016–2025. A total of 2.043 publications were identified, with 46 studies included in the final analysis.

Results: C-reactive protein and the neutrophil-to-lymphocyte ratio were found to be independent predictors of 3-month mortality and disability after MT. D-dimers and thrombocytopenia were associated with poor prognosis, while MMP-9, S100B, and NfL provided information on blood–brain barrier disruption and neuronal injury, with variable prognostic significance. Integrating these biomarkers into a multiparametric panel may enhance risk stratification accuracy.
Conclusions: Serum biomarkers may complement clinical and imaging parameters, providing a valuable tool for identifying patients at high risk of futile recanalization and for developing personalized therapeutic strategies.

Author Biographies

Elena COSTRU-TASHNIC, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”;Nicolae Testemițanu State University of Medicine and Pharmacy

Doctor of Medical Sciences, University Assistant

Olga GAVRILIUC, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”

Doctor of Medical Sciences

Adriana ARABADJI, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy

neurology resident physician

Irina TEACĂ, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy

neurology resident physician

Cătălina GUTU, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”; Public Institution Nicolae Testemițanu State University of Medicine and Pharmacy

neurology resident physician

Ion PREGUZA, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”

endovascular neurosurgeon physician

Alexandru DOROBEȚ, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”;

medical imaging physician

Oxana GROSU, Public Medico-Sanitary Institution Institute of Neurology and Neurosurgery “Diomid Gherman”

Doctor of Medical Sciences, Associate Research Fellow

References

Xu Z.et al., A retrospective observational study on the prognostic role of inflammatory markers in futile recanalization after endovascular treatment for large-vessel stroke, Journal of International Medical Research, vol. 53, no. 7, Jul. 2025.

Wang H. et al., Inflammatory biomarkers may be associated with poor outcomes after mechanical thrombectomy, Thromb J, vol. 22, no. 1, Dec. 2024.

Wu X. et al., Outcome prediction for patients with anterior circulation acute ischemic stroke following endovascular treatment: A single-center study, Exp Ther Med, Sep. 2019.

Finck T. et al., Inflammation in stroke: initial CRP levels can predict poor outcomes in endovascularly treated stroke patients, Front Neurol, vol. 14, 2023.

Akpınar C. K. et al., Can C-reactive protein/albumin ratio be a prognostic factor in acute stroke patients undergoing mechanical thrombectomy?, Clin Neurol Neurosurg, vol. 231, p. 107856, Aug. 2023.

Uemura J., Ohta M., Yamashita S., Yagita Y., and Inoue T., C-reactive Protein is A Predictor of Deterioration of Acute Internal Carotid Artery M1 Qcclusion Following Recanalization, Journal of Stroke and Cerebrovascular Diseases, vol. 29, no. 7, Jul. 2020.

Li X. et al., C-reactive protein and atrial fibrillation: Insights from epidemiological and Mendelian randomization studies, Nutrition, Metabolism and Cardiovascular Diseases, vol. 32, no. 6, pp. 1519– 1527, Jun. 2022.

Lee S. H. et al., The neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios predict reperfusion and prognosis after endovascular treatment of acute ischemic stroke, J Pers Med, vol. 11, no. 8, Aug. 2021.

Delibaş Ş. Katı and Uçan F. E. Tokuç, Can the Neutrophil-to-Lymphocyte Ratio, Platelet-to- Lymphocyte Ratio, and C-Reactive Protein-to- Albumin Ratio Always Predict Mortality in Acute Ischemic Stroke Patients Undergoing Mechanical Thrombectomy? A Single-Center Experience, Brain Sci, vol. 15, no. 3, Mar. 2025.

Liao J. sheng, Guo C., Zhang B., Yang J., Zi W., and Li J. lun, Low neutrophil-to-lymphocyte and platelet- to-lymphocyte ratios predict favorable outcomes after endovascular treatment in acute basilar artery occlusion: subgroup analysis of the BASILAR registry, BMC Neurol, vol. 23, no. 1, Dec. 2023.

Bartt R., Sercy E., Pirahanchi Y., Frei D., and Bar- Or D., Associations of Neutrophil-Lymphocyte Ratios with Reperfusion and Functional Outcomes in Ischemic Stroke after Endovascular Therapy, Journal of Stroke and Cerebrovascular Diseases, vol. 31, no. 12, Dec. 2022.

Li X., Yang D., Wei Y., Zhi Y., Lu L., and Tang Z., Relationship between the blood neutrophil:lymphocyte ratio and response to intravascular mechanical thrombectomy in acute ischemic stroke with anterior circulation large vessel occlusion, Int J Clin Pharmacol Ther, vol. 63, no. 9, Sep. 2025.

Li S-J, Cao S-S, Huang P-S, Nie X, Fu Y and Liu J-R, Post-operative neutrophil-to-lymphocyte ratio and outcome after thrombectomy in acute ischemic stroke, Front. Neurol. 13:990209. 2022.

Shi H. et al., Neutrophil-to-Lymphocyte Ratio is Associated with Clinical Outcomes in Patients Treated with Mechanical Thrombectomy for Posterior Circulation Large Vessel Occlusion, World Neurosurg, vol. 193, pp. 628–635, Jan. 2025.

Zhao M., Dai Z., Liu R., Liu X., and Xu G., Post- procedural plasma D-dimer level may predict futile recanalization in stroke patients with endovascular treatment, Journal of Stroke and Cerebrovascular Diseases, vol. 34, no. 5, May 2025.

Nam K. W., Kwon H. M., and Lee Y. S., Clinical significance of D-dimer levels during acute period in ischemic stroke, Thromb J, vol. 21, no. 1, Dec. 2023.

Favresse J. et al., D-dimer: Preanalytical, analytical, postanalytical variables, and clinical applications, Nov. 17, 2018.

Taylor and Francis Ltd. Nam H. S. et al., D ‐Dimer Level After Endovascular Treatment Can Help Predict Outcome of Acute Ischemic Stroke , Stroke: Vascular and Interventional Neurology, vol. 3, no. 3, May 2023.

Ozkara B. B. et al., Prediction of Poor Outcome after Successful Thrombectomy in Patients with Severe Acute Ischemic Stroke: A Pilot Retrospective Study, Neurol Int, vol. 15, no. 1, pp. 225–237, Mar. 2023.

Li Y. et al., Platelet distribution width: A significant predictor of poor outcome after mechanical thrombectomy, Journal of Stroke and Cerebrovascular Diseases, vol. 31, no. 3, Mar. 2022.

Sabença F. et al., Mean platelet volume and mechanical thrombectomy: Mean Platelet Volume is not associated with functional outcome in acute stroke patients treated with mechanical thrombectomy, Journal of Stroke and Cerebrovascular Diseases, vol. 29, no. 8, Aug. 2020.

Muzaffar M. T. et al., Abstract 246: Effect of platelet count on outcome in ischemic stroke patients with LVO undergoing MT;a meta‐analysis, Stroke: Vascular and Interventional Neurology, vol. 3, no. S2, Nov. 2023.

Domingo R. A. et al., Influence of Platelet Count on Procedure-Related Outcomes After Mechanical Thrombectomy for Large Vessel Occlusion: A Systematic Review and Meta-Analysis, World Neurosurg, vol. 157, pp. 187-192.e1, Jan. 2022.

Xu X. et al., Alterations of Hemostatic Molecular Markers During Acute Large Vessel Occlusion Stroke, J Am Heart Assoc, vol. 13, no. 3, Feb. 2024.

Ryu J. C. et al., Hypercoagulability on Thromboelastography Can Predict the Functional Outcomes in Patients with Acute Ischemic Stroke, Thromb Haemost, vol. 123, no. 12, pp. 1180–1186, Jul. 2022.

Ryu J. C. et al., Thromboelastography as a predictor of functional outcome in acute ischemic stroke patients undergoing endovascular treatment, Thromb Res, vol. 225, pp. 95–100, May 2023.

Bsat S. et al., Acute ischemic stroke biomarkers: a new era with diagnostic promise?, Acute Medicine & Surgery, vol. 8, no. 1, p. e696, Jan. 2021.

Douglas A. S., Shearer J. A., Okolo A., Pandit A., Gilvarry M., and Doyle K. M., The Relationship Between Cerebral Reperfusion And Regional Expression Of Matrix Metalloproteinase-9 In Rat Brain Following Focal Cerebral Ischemia, Neuroscience, vol. 453, pp. 256–265, Jan. 2021.

Rahmig J., Chanpura A., Schultz A., Barone F. C., Gustafson D., and Baird A. E., Blood-based protein biomarkers during the acute ischemic stroke treatment window: a systematic review, Front Neurol, vol. 15, p. 1411307, 2024.

Alhazmi H. et al., Large vessel cardioembolic stroke and embolic stroke of undetermined source share a common profile of matrix metalloproteinase-9 level and susceptibility vessel sign length, Eur J Neurol, vol. 28, no. 6, pp. 1977–1983, Jun. 2021.

Bani-Sadr A. et al., Blood-Brain Barrier Permeability and Kinetics of Inflammatory Markers in Acute Stroke Patients Treated With Thrombectomy, Neurology, vol. 101, no. 5, p. e502, Aug. 2023.

Sasaki R. et al., Direct arterial damage and neurovascular unit disruption by mechanical thrombectomy in a rat stroke model, J Neurosci Res, vol. 98, no. 10, pp. 2018–2026, Oct. 2020.

Nash D. L., Bellolio M. F., and Stead L. G., S100 as a marker of acute brain ischemia: a systematic review, Neurocrit Care, vol. 8, no. 2, pp. 301–307, Apr. 2008.

Foerch C. et al., Diagnostic accuracy of plasma glial fibrillary acidic protein for differentiating intracerebral hemorrhage and cerebral ischemia in patients with symptoms of acute stroke, Clin Chem, vol. 58, no. 1, pp. 237–245, Jan. 2012.

Ren C. et al., Assessment of Serum UCH-L1 and GFAP in Acute Stroke Patients, Sci Rep, vol. 6, no. 6, p. 24588, 2016.

Onatsu J. et al., Serum Neurofilament Light Chain Concentration Correlates with Infarct Volume but Not Prognosis in Acute Ischemic Stroke, Journal of Stroke and Cerebrovascular Diseases, vol. 28, no. 8, pp. 2242–2249, Aug. 2019.

Iwamoto T., Kitano T., Oyama N., and Yagita Y., Predicting hemorrhagic transformation after large vessel occlusion stroke in the era of mechanical thrombectomy, PLoS One, vol. 16, no. 8, p. e0256170, Aug. 2021.

Mechtouff L. et al., Matrix Metalloproteinase-9 Relationship With Infarct Growth and Hemorrhagic Transformation in the Era of Thrombectomy, Front Neurol, vol. 11, p. 473, Jun. 2020.

Kollikowski A. M. et al., MMP-9 release into collateral blood vessels before endovascular thrombectomy to assess the risk of major intracerebral haemorrhages and poor outcome for acute ischaemic stroke: a proof- of-concept study, EBioMedicine, vol. 103, p. 105095, May 2024.

Mechtouff L. et al., Matrix Metalloproteinase-9 and Monocyte Chemoattractant Protein-1 Are Associated With Collateral Status in Acute Ischemic Stroke With Large Vessel Occlusion, Stroke, vol. 51, no. 7, pp. 2232–2235, Jul. 2020.

Weiss A. and Ding Y., Beyond Reperfusion: Adjunctive Therapies Targeting Inflammation, Edema, and Blood-Brain Barrier Dysfunction in Ischemic Stroke, Cerebrovasc Dis, pp. 1–14, Jul. 2025.

Huang J. A. et al., MMP-9 upregulation may predict hemorrhagic transformation after endovascular thrombectomy, Frontiers in Neurology , vol. 15, p. 1400270, 2024.

Luger S. et al., Role of S100B Serum Concentration as a Surrogate Outcome Parameter After Mechanical Thrombectomy, Neurology, vol. 97, no. 22, p. e2185, Nov. 2021.

Lin K. et al., Local cerebral neurofilament light chain during acute stage is associated with clinical outcomes in stroke patients receiving endovascular thrombectomy, BMC Neurol, vol. 25, no. 1, p. 285, Dec. 2025, doi: 10.1186/S12883-025-04290-6.

Published

2026-04-29

Issue

Section

Research Article

Categories