Elevated monocyte-to-HDL cholesterol ratio predicts post-stroke depression
- PMID: 35935403
- PMCID: PMC9354071
- DOI: 10.3389/fpsyt.2022.902022
Elevated monocyte-to-HDL cholesterol ratio predicts post-stroke depression
Abstract
Objectives: Inflammation plays an important role in the development of depression after stroke. Monocyte-to-HDL Cholesterol Ratio (MHR) recently emerged as a novel comprehensive inflammatory indicator in recent years. This study aimed to investigate whether there is a relationship between MHR levels and post-stroke depression (PSD).
Methods: From February 2019 to September 2021, patients with acute ischemic stroke (AIS) were recruited within 7 days post-stroke from the two centers and blood samples were collected after admission. The 17-item Hamilton Depression Scale (HAMD-17) was used to measure depressive symptoms at 3 months after stroke. Patients were given the DSM-V criteria for diagnosis of PSD.
Results: Of the 411 enrolled patients, 92 (22.38%) patients were diagnosed with PSD at 3-months follow-up. The results also showed significantly higher level of MHR in patients with depression [0.81 (IQR 0.67-0.87) vs. 0.61 (IQR 0.44-0.82), P < 0.001] at admission than patients without depression. Multivariate logistic regression revealed that MHR (OR 6.568, 95% CI: 2.123-14.565, P = 0.015) was an independent risk factor for the depression at 3 months after stroke. After adjustment for potential confounding factors, the odds ratio of PSD was 5.018 (95% CI: 1.694-14.867, P = 0.004) for the highest tertile of MHR compared with the lowest tertile. Based on the ROC curve, the optimal cut-off value of MHR as an indicator for prediction of PSD was projected to be 0.55, which yielded a sensitivity of 87% and a specificity of 68.3%, with the area under the curve at 0.660 (95% CI: 0.683-0.781; P = 0.003).
Conclusion: Elevated level of MHR was associated with PSD at 3 months, suggesting that MHR might be a useful Inflammatory markers to predict depression after stroke.
Keywords: Monocyte-to-HDL Cholesterol Ratio; depression; inflammation; monocyte; stroke.
Copyright © 2022 Li, Zhang, Xue, Liu and Sun.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures


Similar articles
-
Elevated Red Blood Cell Distribution Width Levels at Admission Predicts Depression After Acute Ischemic Stroke: A 3-Month Follow-Up Study.Neuropsychiatr Dis Treat. 2022 Mar 31;18:695-704. doi: 10.2147/NDT.S351136. eCollection 2022. Neuropsychiatr Dis Treat. 2022. PMID: 35391945 Free PMC article.
-
Monocyte/high-density lipoprotein ratio predicts the mortality in ischemic stroke patients.Neurol Neurochir Pol. 2018 Mar;52(2):150-155. doi: 10.1016/j.pjnns.2017.08.011. Epub 2017 Aug 24. Neurol Neurochir Pol. 2018. PMID: 28864326
-
Monocyte-to-High-Density Lipoprotein Ratio Predicts the Outcome of Acute Ischemic Stroke.J Atheroscler Thromb. 2020 Sep 1;27(9):959-968. doi: 10.5551/jat.51151. Epub 2020 Jan 16. J Atheroscler Thromb. 2020. PMID: 31941849 Free PMC article.
-
Monocyte to HDL and Neutrophil to HDL Ratios as Potential Ischemic Stroke Prognostic Biomarkers.Neurol Int. 2023 Feb 20;15(1):301-317. doi: 10.3390/neurolint15010019. Neurol Int. 2023. PMID: 36810474 Free PMC article. Review.
-
Homocysteine level at the acute stage of ischemic stroke as a biomarker of poststroke depression: A systematic review and meta-analysis.Front Psychiatry. 2023 Feb 13;13:1016700. doi: 10.3389/fpsyt.2022.1016700. eCollection 2022. Front Psychiatry. 2023. PMID: 36860702 Free PMC article.
Cited by
-
Accuracy of Machine Learning in Predicting Post-Stroke Depression: A Systematic Review and Meta-Analysis.Brain Behav. 2025 May;15(5):e70557. doi: 10.1002/brb3.70557. Brain Behav. 2025. PMID: 40418113 Free PMC article. Review.
-
The Predictive Value of Monocyte/High-Density Lipoprotein Ratio (MHR) and Positive Symptom Scores for Aggression in Patients with Schizophrenia.Medicina (Kaunas). 2023 Mar 3;59(3):503. doi: 10.3390/medicina59030503. Medicina (Kaunas). 2023. PMID: 36984504 Free PMC article.
-
Association of Vitamin B12 and Polymorphism of TCN2 with Early-Onset Post-Stroke Depression.Neuropsychiatr Dis Treat. 2024 Nov 26;20:2289-2298. doi: 10.2147/NDT.S480417. eCollection 2024. Neuropsychiatr Dis Treat. 2024. PMID: 39619496 Free PMC article.
-
The monocyte-to-high-density lipoprotein-cholesterol ratio at diagnosis is associated with cerebrovascular accident during follow-up in patients with antineutrophil cytoplasmic antibody-associated vasculitis.J Rheum Dis. 2024 Jul 1;31(3):151-159. doi: 10.4078/jrd.2024.0001. Epub 2024 Mar 12. J Rheum Dis. 2024. PMID: 38957360 Free PMC article.
-
Association between monocyte-high-density lipoprotein cholesterol ratio and mortality in a population with asthma: a cohort study.Lipids Health Dis. 2025 Feb 21;24(1):59. doi: 10.1186/s12944-025-02484-y. Lipids Health Dis. 2025. PMID: 39985043 Free PMC article.
References
-
- Khan AA, Chen LK, Zhang GL, Guo X, Wu G, Hong W, et al. Management of post-stroke neuropsychiatric disorders. Transl Neurosci Clin. (2016) 2:244–51. 10.18679/CN11-6030/R.2016.031 - DOI
LinkOut - more resources
Full Text Sources