Highlights
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Higher hemoglobin levels are linked to better outcomes after endovascular thrombectomy.
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Each 1 g/dL increase in hemoglobin raises the odds of good functional recovery by 22%, while low hemoglobin (≤13 g/dL in men, ≤12 g/dL in women) increases 3-month mortality risk.
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Hemoglobin does not impact sICH risk.
Introduction
Endovascular thrombectomy (EVT) is the gold standard treatment for patients with acute ischemic stroke (AIS) caused by large vessel occlusion (LVO) and meeting certain eligibility criteria,Reference Powers, Rabinstein and Ackerson1 as timely restoration of blood supply to at-risk brain tissue is crucial for recovery and can significantly influence functional outcomes. In AIS-LVO patients undergoing EVT, identified factors such as age, premorbid disability, collateral statusReference Ceulemans, Pinckaers, Postma, van Zwam and van Oostenbrugge2,Reference Nisar, Lebioda and Shaulov3 and hyperglycemia have been found to be associated with the clinical outcomes.Reference Merlino, Smeralda and Sponza4–Reference Salwi, Cutting and Salgado6
Anemia, a common comorbidity in stroke patients due to its high prevalence in the general population,Reference Chen, Ho, Kuo and Chien7 is frequently seen in patients with iron deficiency, chronic disease and alcohol use disorder.Reference Ioannou, Dominitz, Weiss, Heagerty and Kowdley8 Periprocedural blood loss and hemodilution are commonly seen in AIS-LVO patients undergoing EVT, and studies reveal that more passes needed during the EVT procedure and longer procedure time are significantly associated with larger decreases in hemoglobin (Hb).Reference Chen, Ahmad and Phipps9
A few studies have investigated the impact of Hb level, around the timing of EVT in AIS-LVO patients, on the procedural and clinical outcomes.Reference Chen, Ahmad and Phipps9–Reference Pienimaki, Protto, Hakomaki, Jolma and Sillanpaa11 Therefore, we conducted this systematic review and meta-analysis to pool the results of such studies together and provide robust evidence in this regard.
Methods
The study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines and checklistReference Moher, Liberati, Tetzlaff, Altman and Group12 outlined in the Cochrane Handbook for Systematic Reviews of Interventions.Reference Higgins, Thomas and Chandler13
Search strategy
We conducted a comprehensive search of PubMed, Scopus, Web of Science and Cochrane CENTRAL from their inception up to August 8, 2024, using the following search query: [“Ischemic stroke” OR stroke OR “Ischemic cerebrovascular accident” OR “Ischemic CVA” OR “Cerebral ischemia” OR “Brain ischemia” OR “Infarct stroke” OR “Cerebral infarction” OR “Anterior circulation stroke” OR “Large vessel occlusion stroke” OR “LVO stroke”] AND [“Anemia” OR “Anaemia” OR “Hemoglobin” OR “Haemoglobin” OR “Low hemoglobin” OR “Low hemoglobin” OR “Hematocrit” OR “Low hematocrit” OR “Low hemoglobin concentration” OR “Reduced hemoglobin levels”] AND [“Mechanical thrombectomy” OR “Endovascular thrombectomy” OR “Thrombectomy” OR “Endovascular treatment” OR “Clot retrieval” OR “Stent retriever thrombectomy” OR “Aspiration thrombectomy” OR “Reperfusion therapy” OR “Intra-arterial thrombectomy” OR “Neurointerventional procedure”]).
Eligibility criteria
We included all clinical trials and observational studies (cohort and case-control) that examined Hb as a biomarker for functional outcomes and mortality in patients with AIS following the EVT procedure. It is to be noted that we included studies that assessed the potential impact of Hb level on such outcomes regardless of the timepoint at which the Hb level was assessed (pre- vs. post-EVT procedure).
Screening, data extraction and risk of bias assessment
Two independent authors conducted the screening and data extraction processes, with any disagreements resolved by a third reviewer. The screening was performed using Rayyan softwareReference Ouzzani, Hammady, Fedorowicz and Elmagarmid14 in two stages: at the title and abstract level and then at the full-text level. Data extraction was carried out using Google Sheets, capturing both summary and baseline data, including study ID, country, design, age, gender, TOAST classification, Hb cut-off values and outcomes such as functional outcome, mortality and symptomatic intracranial hemorrhage (sICH) and the risk of bias domains.
The risk of bias assessment was conducted using the Newcastle-Ottawa scale (NOS) tool.Reference Wells, Wells, Shea, Shea, O’Connell and Peterson15 This tool consists of three domains (selection, comparability and outcomes). Since there was no comparator group, two domains were not applicable (selection of the non-exposed cohort and comparability). The study is considered good quality if it scores 2–3 points in the selection domain and 3 points in the outcome domain. It is classified as fair quality if it scores 1 point in the selection domain but 2–3 points in the outcome domain. If the study scores 0–1 point in either domain, it is categorized as poor quality.
Definition of outcomes and statistical analysis
Functional outcome was defined using the modified Rankin Scale (mRS), with a score of 0–2 indicating a good prognosis and 3–6 indicating a poor prognosis. Hb levels were measured in g/dL.
We analyzed the mean difference (MD) in Hb levels between the poor and good prognosis groups. Additionally, we assessed Hb as a predictor of a good prognosis by calculating the pooled odds ratio (OR) for continuous Hb levels. We compared low versus high Hb levels for mortality by using high Hb and mortality absence as reference values. The sICH risk was analyzed by comparing anemic versus non-anemic patients, using pooled risk ratios (RR) and 95% confidence intervals (CI).
Heterogeneity was evaluated using the chi-square test and I 2 statistics, with data considered heterogeneous if the p-value was < 0.1 or I 2 > 50%.Reference Higgins, Thomas and Chandler13 A fixed-effects model was applied if no significant heterogeneity was detected; otherwise, a random-effects model was used, supplemented by a leave-one-out analysis.Reference Higgins, Thomas and Chandler13 Since the number of studies was fewer than 10, publication bias analysis was not applicable.Reference Egger, Davey Smith, Schneider and Minder16
Results
Search and screening
After the initial database search yielded 770 articles, 681 remained after removing duplicates. Following a title and abstract screening, this number was further reduced to 20 articles. Ultimately, nine studiesReference Ceulemans, Pinckaers, Postma, van Zwam and van Oostenbrugge2,Reference Chen, Ahmad and Phipps9–Reference Pienimaki, Protto, Hakomaki, Jolma and Sillanpaa11,Reference Feng, Zhang, Li, Wang and Shen17–Reference Wrona, Wrobel and Popadynets21 met the inclusion criteria (see Figure 1).
PRISMA flow diagram of the search and screening process.

Baseline characteristics
The studies involved 2,580 patients with an overall average age of approximately 69.5 years. The total number of males across the studies was 1,331. Refer to Table 1 for further details.
Summary of included studies and baseline characteristics

Hb = hemoglobin; mRS = modified Rankin Scale; EVT = endovascular thrombectomy; LVO = large vessel occlusion; NIHSS = National Institutes of Health Stroke Scale; HT = hemorrhagic transformation; sICH = symptomatic intracerebral hemorrhage; TOAST = Trial of Org 10172 in Acute Stroke Treatment; NA = not applicable/not available; SD = standard deviation.
Risk of bias assessment
The nine studies were assessed using the NOS quality assessment tool. Five studies achieved a score of 6 out of 6, while the remaining four scored 5 out of 6. Overall, the studies demonstrated good quality (Supplementary Table 1).
Meta-analysis
Hb levels as a predictor of three-month prognosis
The analysis of four studies, encompassing 357 patients in the good prognosis group and 564 patients in the poor prognosis group, demonstrated a statistically significant difference in Hb levels between the two groups (MD: 0.48, 95% CI: [0.2, 0.75], P = 0.0007), with data homogeneity (Figure 2). Patients in the good prognosis group had significantly higher Hb levels.
Analysis of three-month good prognosis.

Further analysis evaluated Hb levels as a predictive factor for a three-month good prognosis, defined as an mRS score of 0–2. The pooled OR revealed a significant difference in Hb levels between the good and poor prognosis groups (OR: 1.22, 95% CI: [1.13, 1.33], P < 0.00001), with data homogeneity (Figure 2). This finding suggests that for each g/dL increase in Hb, the odds of achieving a good prognosis increase by 22%.
Low Hb versus high Hb relationship to mortality at three months
Five studies examined Hb levels as a predictor of mortality at three months. Among these, two studies compared Hb levels of ≤13 g/dL in males and ≤12 g/dL in females with levels higher than these thresholds. The analysis showed that patients with Hb levels of ≤13 g/dL in males and ≤12 g/dL in females were 1.69 times more likely to experience mortality compared to those with higher Hb levels (OR: 1.69, 95% CI: [1.1, 2.59], P = 0.02) (Figure 3).
Analysis of three-month mortality.

Another study compared <11 g/dL in males and <10 g/dL in females versus Hb levels of ≥13 g/dL in males and ≥12 g/dL in females. This analysis revealed no significant difference in mortality risk between these Hb ranges.
Finally, two studies focused on patients with Hb levels below 10 g/dL versus those with higher levels. The findings indicated that patients with Hb levels below 10 g/dL were 3.39 times more likely to experience mortality than those with higher Hb levels (OR: 3.39, 95% CI: [1.44, 7.99], P = 0.005). Data were homogeneous across all these subgroups.
Symptomatic ICH in anemic versus non-anemic groups
Two studies compared the incidence of sICH between anemic (208 patients) and non-anemic (216 patients) groups. The analysis found no significant difference in sICH occurrence between the two groups (RR: 0.77, 95% CI: [0.3, 1.98], P = 0.59) (Figure 4).
Analysis of symptomatic intracerebral hemorrhage.

Discussion
This systematic review with meta-analysis emphasizes that preprocedural Hb levels are relevant for clinical outcomes in patients with AIS who undergo EVT. As a critical oxygen carrier, Hb ensures sufficient oxygen delivery to ischemic brain tissue, vital for neuronal recovery and survival following a stroke. These results provide novel insights into Hb and lay the foundation for predictions based on Hb levels about functional outcome, mortality and sICH.
Hemoglobin as a predictor of functional outcome
Our analysis found a statistically significant association between greater Hb and positive functional outcomes at three months, according to the mRS score. More specifically, the pooled OR revealed that for every 1 g/dL increase in Hb, the odds of achieving an excellent functional outcome (mRS 0–2) improved by 22%. These findings are consistent with the results of earlier observational studies that found anemia to be a poor prognostic indicator in AIS.Reference Kellert, Martin and Sykora22,Reference Milionis, Papavasileiou, Eskandari, D’Ambrogio-Remillard, Ntaios and Michel23
The underlying pathophysiological reason for this relationship is the importance of Hb for oxygen delivery. In patients with AIS, vascular occlusion will reduce cerebral blood flow and create a mismatch between oxygen delivery and consumption.Reference Li, Zhou, Li, Chen and Chen24 The ischemic penumbra (hypoperfused but viable cerebral tissue) is of particular concern in developing hypoxia. In animal models, sufficient Hb in the bloodstream was critical to sustaining oxygen in the penumbra and supporting neuronal metabolic needs for repair and recovery after reperfusion.Reference Gao, Peng, Yang, Li and Xiang25,Reference Gekka, Abumiya and Komatsu26 However, this suggested pathophysiological mechanism should be approached with caution. Pensato and colleaguesReference Pensato, Bosshart and Stebner27 demonstrated that anemia is not associated with a significant change in ischemic core volume, which might suggest that anemia is a bystander in the worse prognosis among those patients. In this regard, the etiology of anemia, which is expected to vary in this population of patients, might be the main factor influencing the EVT outcomes, not the anemia itself. For instance, anemia of chronic inflammation is mediated by certain inflammatory cytokines such as interleukin 6 and tumor necrosis factor alpha.,Reference Agarwal and Prchal28,Reference Means29 which are known to be associated with worse stroke outcomes.Reference Castellanos, Castillo and Garcia30,Reference Pawluk, Grzesk and Kolodziejska31
On the other hand, the potential risks of a very high Hb level must be simultaneously addressed. Our analysis suggests better outcomes occur with higher Hb levels, but elevated Hb can increase blood viscosity and raise the risk of thromboembolic adverse events.Reference Hultcrantz, Modlitba and Vasan32 However, the optimal Hb target in AIS patients still needs to be determined.
Hemoglobin as a predictor of mortality
Our findings also demonstrate the association of low Hb levels with increased mortality at three months post-EVT. Specifically, patients with Hb ≤13 g/dL (in males) or ≤12 g/dL (in females) had a higher risk of dying within three months than patients with higher Hb levels. Patients with Hb <10 g/dL were also at a higher risk of mortality than those with higher Hb levels, which highlights the importance of having adequate Hb values in this patient population.
These observations are consistent with other recent studies assessing anemia as a predictor of poor outcomes among critically ill patients.Reference Lee, Kini, Ahsan, Fisher and Sharma33,Reference Sico, Concato and Wells34 The presence of anemia can worsen cerebral hypoxia by decreasing the capacity of the blood to deliver sufficient oxygen to the cerebral tissue, especially in the ischemic region.Reference Tsai, Yip, Chen, Yeh, Chung and Jeng35 Anemia may also serve as an indirect marker of some overall physiological frailty and inherent comorbidities, such as chronic kidney disease or malignancy, which potentially leads to poor outcomes after an AIS. It should be considered whether correcting anemia aggressively among AIS patients, primarily with transfusion strategies, would improve survival outcomes.
Nonetheless, the utility of blood transfusion in stroke patients is a topic of controversy. Transfusion may improve oxygen delivery, but it may also increase the risk of complications like infection and thromboembolism.Reference Marik36,Reference Whitson, Huddleston, Savik and Shumway37
Symptomatic intracranial hemorrhage (sICH)
In contrast to its significant association with mortality and functional outcomes, our meta-analysis did not observe a significant association between Hb levels and sICH risk. This finding is crucial in many respects since anemia has also been associated with an increased risk of hemorrhagic transformation in patients with AIS, particularly among those receiving reperfusion therapy.Reference Iancu, Buleu, Chita, Tutelca, Tudor and Brad38,Reference Wang, Wang and Zhong39 One possible explanation for this discrepancy is the limited sample size within our analysis. Additionally, other factors, such as the use of anticoagulation, the stroke’s severity or the reperfusion’s success, may have significantly influenced the risk of sICH compared to Hb levels alone.
While our findings showed no apparent association, the risk of sICH should still be considered when caring for AIS patients undergoing EVT. EVT has associated reperfusion injury risk, which could lead to hemorrhagic transformation, particularly in patients with large infarcts or prolonged ischemia.Reference Baracchini, Farina and Palmieri40,Reference Katsanos, Srivastava and Sahlas41
Clinical implications
The results of this study have a range of clinical implications. First, Hb levels should be routinely assessed in AIS patients with EVT since they may represent a valuable prognostic biomarker of functional recovery and survival. Identifying patients with critically low Hb levels might allow for a better understanding of the clinical outcomes. With a deeper understanding in this regard, future directions in clinical research might aim to investigate if corrective interventions for significant anemia in AIS-LVO patients will improve the clinical outcomes after EVT.
Second, we provide evidence of a threshold effect since lower Hb levels are associated with significantly poorer outcomes. Thus, we predict that clinicians should aim to normalize Hb levels before EVT in patients with a previous history of anemia to limit the risk of worsened outcomes in those patients. However, one must consider the consequences of excessive blood correction, such as increased blood viscosity and thromboembolism.
Strengths and limitations
To the best of our knowledge, this is the largest meta-analysis examining the potential effects of Hb level variations on the clinical and procedural outcomes of EVT for AIS-LVO. However, some limitations in this meta-analysis should be acknowledged. First, the limited number of studies might limit generalizability. Second, while observation studies were included, this introduced the risk of residual confounding. While we attempted to control for confounders through pooled ORs and RR, residual confounding through unmeasured factors (stroke severity, comorbid conditions) must still be considered a limitation.
Third, the need for standardized Hb thresholds across studies complicates the interpretation of our results. Studies have used differing cut-off values to define anemia, which may have influenced the strength of associations noted in our findings. Additionally, there is a lack of data in the included studies on the timepoints at which the Hb level was determined: before versus immediately after the EVT procedure. Moreover, we were not able to conduct a subgroup analysis in patients with low Hb levels according to comorbid conditions that might be significant confounders of the Hb level’s impact on EVT outcomes. Finally, these results might, in turn, be susceptible to publication bias. A formal assessment of publication bias could not be done due to the few studies included.
Conclusion
This systematic review and meta-analysis demonstrates that periprocedural Hb levels are significantly associated with functional outcomes and mortality in AIS patients undergoing EVT. Higher Hb levels predict better neurological recovery, while lower Hb levels are associated with increased mortality risk. The relationship between Hb levels and sICH, however, remains unclear. These findings highlight the importance of considering Hb levels in managing AIS patients and underscore the need for further research to determine the optimal management of anemia in this context.
Supplementary material
The supplementary material for this article can be found at https://doi.org/10.1017/cjn.2025.51.
Acknowledgments
None.
Author contributions
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ZN: contributed to the conception and design of the study, acquisition, analysis and interpretation of data, drafting, revising and final approval of the article.
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ME: contributed to the conception and design of the study, acquisition, analysis and interpretation of data, drafting, revising and final approval of the article.
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AA: contributed to the acquisition and extraction of data, conducting statistical analysis and drafting the article.
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LMGC: contributed to the extraction of data and final approval of the article.
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AS: contributed to the extraction of data and final approval of the article.
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SP: contributed to the extraction of data and final approval of the article.
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MA: contributed to the extraction of data and final approval of the article.
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HSG: contributed to the extraction of data and final approval of the article.
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MA: contributed to the extraction of data and final approval of the article.
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CDG: contributed to the extraction of data and final approval of the article.
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FA: contributed to the conception and design of the study, drafting, revising and final approval of the article.
Funding statement
The authors did not receive any fund for any part of this work.
Competing interests
The authors report no relevant conflicts of interest.

Target article
Impact of Periprocedural Hemoglobin Level on the Outcomes of Endovascular Thrombectomy in Acute Ischemic Stroke Patients
Related commentaries (1)
Reviewer Comment on Najdawi et al. “Impact of Periprocedural Hemoglobin Level on the Outcomes of Endovascular Thrombectomy in Acute Ischemic Stroke Patients”