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Akut iskemik inmede inflamatuvar ve nütrisyonel indekslerin karşılaştırmalı prognostik değeri: çok değişkenli model analizi

Year 2025, Volume: 8 Issue: 5, 902 - 908, 16.09.2025
https://doi.org/10.32322/jhsm.1724481

Abstract

Amaç: Önemli bir mortalite ve uzun süreli özürlülük nedeni olan akut iskemik inmede (Aİİ), güvenilir prognostik belirteçlerin erken dönemde saptanması büyük önem taşımaktadır. Bu çalışmada, inflamatuvar ve nütrisyonel bileşik indekslerin – monosit/HDL kolesterol oranı (MHR), sistemik immün-inflamasyon indeksi (SII), prognostik nütrisyonel indeks (PNI) ve beslenme durumu kontrolü skoru (CONUT) – Aİİ sonrası yoğun bakım (YBÜ) yatışı ve bir yıllık mortaliteyi öngörmedeki değeri değerlendirilmiştir.
Yöntemler: Tek merkezli, retrospektif kohort olarak planlanan bu çalışmaya Aİİ tanısı almış 496 hasta dahil edilmiştir. Klinik ve laboratuvar verileri ile klinik sonuçlar hasta dosyalarından elde edilmiştir. Seçilen inflamatuvar (MHR, SII, NLR, MLR, PLR) ve nütrisyonel (PNI, CONUT) indekslerin prognostik değeri, tek değişkenli/çok değişkenli lojistik regresyon ve ROC eğrisi analizleri ile değerlendirilmiştir.
Bulgular: SII, PNI ve CONUT skorlarının hem YBÜ yatışı hem de bir yıllık mortalite ile anlamlı ilişkili olduğu bulunmuştur. Çok değişkenli analizde ise, MHR ile birlikte CONUT skoru bir yıllık mortalitenin bağımsız bir yordayıcısı olarak belirlenmiştir. PNI, CONUT ve MHR, YBÜ yatışını öngörmede etkili bulunmuştur. Her iki sonlanım açısından CONUT skoru en yüksek prediktif doğruluğu göstermiştir.
Sonuç: Akut iskemik inme hastalarında CONUT ve MHR başta olmak üzere, bazı inflamatuvar ve nütrisyonel bileşik indeksler prognostik değer taşımaktadır. Basit laboratuvar testleri ile elde edilebilen bu belirteçler, erken dönemde etkili risk sınıflandırmasına olanak tanıyarak maliyet duyarlı sağlık sistemlerinde kişiselleştirilmiş inme yönetimi yollarını destekleyebilir.

References

  • Herpich F, Rincon F. Management of acute ischemic stroke. Crit Care Med. 2020;48(11):1654-1663. doi:10.1097/CCM.0000000000004597
  • Powers WJ. Acute ischemic stroke. N Engl J Med. 2020;383(3):252-260. doi:10.1056/NEJMcp1917030
  • González RG, Hirsch JA, Koroshetz WJ, Lev MH, Schaefer PW, editors. Acute ischemic stroke. Berlin: Springer-Verlag; 2011.
  • Zhong JH, Huang DH, Chen ZY. Prognostic role of Systemic Immune-Inflammation Index in solid tumors: a systematic review and meta-analysis. Oncotarget. 2017;8(43):75381-75388. doi:10.18632/oncotarget.18856
  • Yang YL, Wu CH, Hsu PF, et al. Systemic Immune-Inflammation Index (SII) predicted clinical outcome in patients with coronary artery disease. Eur J Clin Invest. 2020;50(5):e13230. doi:10.1111/eci.13230
  • Ganjali S, Gotto AM Jr, Ruscica M, et al. Monocyte-to-HDL-cholesterol ratio as a prognostic marker in cardiovascular diseases. J Cell Physiol. 2018;233(12):9237-9246. doi:10.1002/jcp.27028
  • Mi L, He X, Gao J, Xu K. Monocyte-to-HDL cholesterol ratio (MHR) as a novel Indicator of gout risk. Sci Rep. 2025;15(1):12188. doi:10.1038/s41598-025-97373-w
  • Ye Z, Hu T, Wang J, et al. Systemic Immune-Inflammation Index as a potential biomarker of cardiovascular diseases: a systematic review and meta-analysis. Front Cardiovasc Med. 2022;9:933913. doi:10.3389/fcvm.2022.933913
  • Nozoe T, Kohno M, Iguchi T, et al. The prognostic nutritional index can be a prognostic indicator in colorectal carcinoma. Surg Today. 2012;42(6):532-535. doi:10.1007/s00595-011-0061-0
  • Buzby GP, Mullen JL, Matthews DC, Hobbs CL, Rosato EF. Prognostic Nutritional Index in gastrointestinal surgery. Am J Surg. 1980;139(1):160-167. doi:10.1016/0002-9610(80)90246-9
  • Zheng Y, Wang K, Ou Y, et al. Prognostic value of a baseline Prognostic Nutritional Index for patients with prostate cancer: a systematic review and meta-analysis. Prostate Cancer Prostatic Dis. 2024;27(4):604-613. doi:10.1038/s41391-023-00689-9
  • Ho CT, Chia-Hui Tan E, Lee PC, et al. Prognostic Nutritional Index as a prognostic factor for very early-stage hepatocellular carcinoma. Clin Transl Gastroenterol. 2024;15(4):e00678. doi:10.14309/ctg.0000000000000678
  • Xue H, Zeng Y, Zou X, Li Y. Systemic immune inflammation index and risk of stroke: a cross-sectional study of the National Health and Nutrition Examination Survey 2005-2018. Front Neurol. 2024;15:1431727. doi:10.3389/fneur.2024.1431727
  • Deng K, Feng S, Cheng F, et al. Association of immunonutritional indicators with all-cause mortality in adult stroke patients. Sci Rep. 2025;15(1):14762. doi:10.1038/s41598-025-99158-7
  • Pan L, Peng Y, Jiang L. Association between prognostic nutritional index and stroke: a nationally representative cross-sectional study from NHANES. J Stroke Cerebrovasc Dis. 2025;34(1):108165. doi:10.1016/j.jstrokecerebrovasdis.2024.108165
  • Huang Y, Wang X, Li Z, Yin X. A novel Nutritional Inflammation Index for predicting mortality in acute ischemic stroke patients: insights into Advanced Lung Cancer Inflammation Index from the Medical Information mart for intensive care-IV database. Front Nutr. 2024;11:1408372. doi:10.3389/fnut.2024.1408372
  • Song G, Wang X, Wei C, et al. The complex inflammatory and nutritional indices to predict prognostic risk for patients with acute coronary syndrome undergoing percutaneous coronary intervention. Immun Inflamm Dis. 2025;13(3):e70180. doi:10.1002/iid3.70180
  • Zhang Y, Jiang M, Gao Y, et al. “No-reflow” phenomenon in acute ischemic stroke. J Cereb Blood Flow Metab. 2024;44(1):19-37. doi:10.1177/0271678X231208476
  • Pacchiano F, Tortora M, Criscuolo S, et al. Artificial intelligence applied in acute ischemic stroke: from child to elderly. Radiol Med. 2024;129(1):83-92. doi:10.1007/s11547-023-01735-1
  • Liu L, Zhao YB, Cheng ZT, Li YH, Liu Y. Development and validation of a prognostic model for critically ill type 2 diabetes patients in ICU based on composite inflammatory indicators. Sci Rep. 2025;15(1):3627. doi:10.1038/s41598-025-87731-z

Comparative prognostic value of inflammatory and nutritional indices in acute ischemic stroke: a multivariable model analysis

Year 2025, Volume: 8 Issue: 5, 902 - 908, 16.09.2025
https://doi.org/10.32322/jhsm.1724481

Abstract

Aims: Given that acute ischemic stroke (AIS) is a leading cause of mortality and long-term disability, the early identification of reliable prognostic markers is essential. This study evaluates the prognostic value of composite inflammatory and nutritional indices, including the monocyte-to-high-density lipoprotein cholesterol ratio (MHR), Systemic Immune-Inflammation Index (SII), Prognostic Nutritional Index (PNI), and Controlling Nutritional Status (CONUT) score, in predicting intensive care unit (ICU) admission and one-year mortality following AIS.
Methods: This single-center retrospective cohort study included 496 patients with a confirmed diagnosis of AIS. Clinical characteristics, laboratory parameters, and outcomes were retrospectively retrieved. The prognostic significance of selected inflammatory indices [MHR, SII, neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), and platelet-to-lymphocyte ratio (PLR)] and nutritional indices (PNI and CONUT) was analyzed using univariate and multivariate logistic regression models, along with receiver operating characteristic (ROC) curve analysis.
Results: Higher SII and CONUT scores and lower PNI values were significantly associated with both ICU admission and one-year mortality. In multivariate analysis, CONUT and MHR emerged as independent predictors of one-year mortality, while PNI, CONUT, and MHR independently predicted ICU admission. Among all indices evaluated, CONUT demonstrated the highest predictive accuracy for both outcomes.
Conclusion: In patients with AIS, composite inflammatory and nutritional indices-particularly CONUT and MHR-provided valuable prognostic information. These markers, derived from routine laboratory tests, offer a practical and cost-effective method for early risk stratification and may help guide more personalized care pathways in stroke management.

Ethical Statement

This study was initiated following the approval of the Ethics Committee of the University of Health Sciences Sancaktepe Prof. Dr. İlhan Varank Training and Research Hospital (approval number: 2023/257, dated 19.12.2023).

References

  • Herpich F, Rincon F. Management of acute ischemic stroke. Crit Care Med. 2020;48(11):1654-1663. doi:10.1097/CCM.0000000000004597
  • Powers WJ. Acute ischemic stroke. N Engl J Med. 2020;383(3):252-260. doi:10.1056/NEJMcp1917030
  • González RG, Hirsch JA, Koroshetz WJ, Lev MH, Schaefer PW, editors. Acute ischemic stroke. Berlin: Springer-Verlag; 2011.
  • Zhong JH, Huang DH, Chen ZY. Prognostic role of Systemic Immune-Inflammation Index in solid tumors: a systematic review and meta-analysis. Oncotarget. 2017;8(43):75381-75388. doi:10.18632/oncotarget.18856
  • Yang YL, Wu CH, Hsu PF, et al. Systemic Immune-Inflammation Index (SII) predicted clinical outcome in patients with coronary artery disease. Eur J Clin Invest. 2020;50(5):e13230. doi:10.1111/eci.13230
  • Ganjali S, Gotto AM Jr, Ruscica M, et al. Monocyte-to-HDL-cholesterol ratio as a prognostic marker in cardiovascular diseases. J Cell Physiol. 2018;233(12):9237-9246. doi:10.1002/jcp.27028
  • Mi L, He X, Gao J, Xu K. Monocyte-to-HDL cholesterol ratio (MHR) as a novel Indicator of gout risk. Sci Rep. 2025;15(1):12188. doi:10.1038/s41598-025-97373-w
  • Ye Z, Hu T, Wang J, et al. Systemic Immune-Inflammation Index as a potential biomarker of cardiovascular diseases: a systematic review and meta-analysis. Front Cardiovasc Med. 2022;9:933913. doi:10.3389/fcvm.2022.933913
  • Nozoe T, Kohno M, Iguchi T, et al. The prognostic nutritional index can be a prognostic indicator in colorectal carcinoma. Surg Today. 2012;42(6):532-535. doi:10.1007/s00595-011-0061-0
  • Buzby GP, Mullen JL, Matthews DC, Hobbs CL, Rosato EF. Prognostic Nutritional Index in gastrointestinal surgery. Am J Surg. 1980;139(1):160-167. doi:10.1016/0002-9610(80)90246-9
  • Zheng Y, Wang K, Ou Y, et al. Prognostic value of a baseline Prognostic Nutritional Index for patients with prostate cancer: a systematic review and meta-analysis. Prostate Cancer Prostatic Dis. 2024;27(4):604-613. doi:10.1038/s41391-023-00689-9
  • Ho CT, Chia-Hui Tan E, Lee PC, et al. Prognostic Nutritional Index as a prognostic factor for very early-stage hepatocellular carcinoma. Clin Transl Gastroenterol. 2024;15(4):e00678. doi:10.14309/ctg.0000000000000678
  • Xue H, Zeng Y, Zou X, Li Y. Systemic immune inflammation index and risk of stroke: a cross-sectional study of the National Health and Nutrition Examination Survey 2005-2018. Front Neurol. 2024;15:1431727. doi:10.3389/fneur.2024.1431727
  • Deng K, Feng S, Cheng F, et al. Association of immunonutritional indicators with all-cause mortality in adult stroke patients. Sci Rep. 2025;15(1):14762. doi:10.1038/s41598-025-99158-7
  • Pan L, Peng Y, Jiang L. Association between prognostic nutritional index and stroke: a nationally representative cross-sectional study from NHANES. J Stroke Cerebrovasc Dis. 2025;34(1):108165. doi:10.1016/j.jstrokecerebrovasdis.2024.108165
  • Huang Y, Wang X, Li Z, Yin X. A novel Nutritional Inflammation Index for predicting mortality in acute ischemic stroke patients: insights into Advanced Lung Cancer Inflammation Index from the Medical Information mart for intensive care-IV database. Front Nutr. 2024;11:1408372. doi:10.3389/fnut.2024.1408372
  • Song G, Wang X, Wei C, et al. The complex inflammatory and nutritional indices to predict prognostic risk for patients with acute coronary syndrome undergoing percutaneous coronary intervention. Immun Inflamm Dis. 2025;13(3):e70180. doi:10.1002/iid3.70180
  • Zhang Y, Jiang M, Gao Y, et al. “No-reflow” phenomenon in acute ischemic stroke. J Cereb Blood Flow Metab. 2024;44(1):19-37. doi:10.1177/0271678X231208476
  • Pacchiano F, Tortora M, Criscuolo S, et al. Artificial intelligence applied in acute ischemic stroke: from child to elderly. Radiol Med. 2024;129(1):83-92. doi:10.1007/s11547-023-01735-1
  • Liu L, Zhao YB, Cheng ZT, Li YH, Liu Y. Development and validation of a prognostic model for critically ill type 2 diabetes patients in ICU based on composite inflammatory indicators. Sci Rep. 2025;15(1):3627. doi:10.1038/s41598-025-87731-z
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Details

Primary Language English
Subjects Geriatrics and Gerontology, ​Internal Diseases
Journal Section Research Article
Authors

İrem Kıraç Utku 0000-0003-3806-5291

Nazire Çelem 0000-0002-4699-1036

Serkan Demir 0000-0003-4395-5141

Ahmet Düzgün 0000-0001-8643-1482

Submission Date June 21, 2025
Acceptance Date August 29, 2025
Publication Date September 16, 2025
Published in Issue Year 2025 Volume: 8 Issue: 5

Cite

AMA 1.Kıraç Utku İ, Çelem N, Demir S, Düzgün A. Comparative prognostic value of inflammatory and nutritional indices in acute ischemic stroke: a multivariable model analysis. J Health Sci Med / JHSM. 2025;8(5):902-908. doi:10.32322/jhsm.1724481

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