# Prognostic value of admission NHHR for functional recovery in acute ischemic stroke

**Authors:** Xiangqi Kong, Xinyue Yuan, Haobo Wang, Mina Zhao, Wei Jing

PMC · DOI: 10.3389/fendo.2026.1712473 · Frontiers in Endocrinology · 2026-02-05

## TL;DR

This study shows that a cholesterol ratio (NHHR) measured at hospital admission can predict poor recovery outcomes in patients with acute ischemic stroke.

## Contribution

The study identifies NHHR as a novel and practical biomarker for early risk stratification in acute ischemic stroke.

## Key findings

- Elevated NHHR independently correlates with unfavorable 90-day outcomes in acute ischemic stroke patients.
- RCS analysis showed a gradual increase in risk with higher NHHR levels.
- The association remained consistent across various subgroups like sex and comorbidities.

## Abstract

Early risk stratification in acute ischemic stroke (AIS) is critical for guiding management and improving outcomes. The ratio of non–high-density lipoprotein to high-density lipoprotein cholesterol (NHHR) represents the equilibrium between pro-atherogenic and anti-atherogenic lipoproteins, potentially capturing both lipid metabolism and inflammatory status, but its prognostic value in AIS remains unclear.

We retrospectively analyzed 812 first-ever AIS patients. Admission NHHR was calculated from routine lipid panels. The study’s main outcome was 90-day functional status, determined using the modified Rankin Scale. Associations with NHHR were examined through multivariable logistic regression, quartile analyses, restricted cubic spline (RCS) modeling, and subgroup analyses.

Among 812 patients, 255 (31.4%) had unfavorable outcomes. Elevated NHHR showed an independent correlation with unfavorable 90-day functional outcomes (adjusted OR per unit increase, 1.233; 95% CI, 1.058–1.439; P = 0.0076). RCS analysis demonstrated a gradual rise in risk with increasing NHHR (P for trend = 0.043; P for nonlinearity = 0.584). Subgroup analyses showed consistent associations across sex, stroke severity, smoking, drinking, hypertension, and diabetes.

Admission NHHR is a simple, inexpensive, and robust predictor of 90-day unfavorable outcomes in AIS. It provides a novel integrated lipid–inflammation marker for early risk stratification, warranting further validation in prospective studies.

## Full-text entities

- **Genes:** MPO (myeloperoxidase) [NCBI Gene 4353], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}
- **Diseases:** lipid (MESH:D011017), atherosclerotic plaque (MESH:D058226), chronic inflammatory disease (MESH:D002908), congestive heart failure (MESH:D006333), CAD (MESH:D003324), aggressiveness (MESH:D010554), Ischemic Stroke (MESH:D002544), intracranial infections (MESH:D007239), cardiovascular disease (MESH:D002318), cerebrovascular disease (MESH:D002561), thrombotic (MESH:D013927), Atherosclerosis (MESH:D050197), brain injury (MESH:D001930), hypertension (MESH:D006973), hematologic disorders (MESH:D006402), lipid metabolism disorders (MESH:D052439), AIS (MESH:D000083242), ischemia (MESH:D007511), cardiac, hepatic, renal, or bleeding disorders (MESH:D066126), neurological deficits (MESH:D009461), NHHR (MESH:D052456), intracranial atherosclerotic stenosis (MESH:D002537), cerebral venous thrombosis (MESH:D020767), Stroke (MESH:D020521), pneumonia (MESH:D011014), Diabetes mellitus (MESH:D003920), ischemic (MESH:D002545), intracranial tumors (MESH:D009369), DM (MESH:D009223), critically ill (MESH:D016638), inflammation (MESH:D007249), coronary lesions (MESH:D003327), NIHSS (MESH:C538175)
- **Chemicals:** alcohol (MESH:D000438), lipid (MESH:D008055), Hcy (MESH:D006710), D (MESH:D003903), -density lipoprotein (-), TG (MESH:D013866), sodium citrate (MESH:D000077559), cholesterol (MESH:D002784), UA (MESH:D014527), triglycerides (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12916411/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916411/full.md

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Source: https://tomesphere.com/paper/PMC12916411