# Analysis of discrepancies in hemorrhagic transformation and infarct volume in ischemic stroke patients undergoing endovascular treatment

**Authors:** Jianqiang Hu, Shuyu Ma, Jiawei Zhang, Kefangyuan Zheng, Mingqing Cheng, Xin Miao, Jiarui Bao, Donghua Xian, Yalan Fang, Jin Zhang

PMC · DOI: 10.3389/fneur.2026.1783768 · Frontiers in Neurology · 2026-03-06

## TL;DR

This study examines why some stroke patients with small brain damage experience bleeding after treatment, while others with large damage do not, and how this affects recovery.

## Contribution

The study identifies distinct risk factors for hemorrhagic transformation in patients with small versus large infarct volumes after endovascular treatment.

## Key findings

- Small infarct patients with HT had higher blood pressure and lower triglycerides.
- Large infarct patients with HT had more severe neurological deficits and higher albumin levels.
- PH2 hemorrhage was linked to worse outcomes, especially in large infarct patients.

## Abstract

After endovascular treatment (EVT) for ischemic stroke (IS), clinical observations have shown that some patients with small infarct volumes develop hemorrhagic transformation (HT), while some patients with large infarct volumes do not. This study aims to analyze the factors contributing to these differences and to assess the impact of HT on neurological outcomes.

A total of 732 patients were divided into small infarct volume (0–15 mL) and large infarct volume (≥70 mL) groups. The incidence of HT, risk factors, neurological outcomes (NIHSS changes), early neurological deterioration (END), and 7- and 90-day mortality rates were compared.

In patients with small infarcts, higher systolic blood pressure, lower triglyceride levels, the number of EVTs, and other factors were related to an increased risk of HT. By contrast, in those with large infarcts, where HT occurred more frequently and was more severe, it was associated with more severe neurological deficits before treatment, elevated albumin levels, and the number of EVTs. PH2 hemorrhage was linked to more severe neurological deficits, higher END rates, and increased short- and long-term mortality, particularly in large infarcts.

Infarct volume is closely related to the occurrence and severity of HT. HT in small infarcts is influenced by hemodynamic and metabolic factors, while in large infarcts, it is linked to extensive brain tissue damage. PH2 hemorrhage is the most adverse prognostic subtype, highlighting the need for careful monitoring and intervention in patients with large infarcts.

## Linked entities

- **Diseases:** ischemic stroke (MONDO:1060198)

## Full-text entities

- **Genes:** ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** brain tissue damage (MESH:D017695), END (MESH:D009461), Infarct (MESH:D007238), hemorrhage (MESH:D006470), IS (MESH:D002544), neurological deterioration (MESH:D009422)
- **Chemicals:** triglyceride (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13002435/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC13002435/full.md

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Source: https://tomesphere.com/paper/PMC13002435