Abstract
Obstructive sleep apnea (OSA) is prevalent in critically ill patients and associated with increased mortality. This study aimed to investigate the association between red blood cell distribution width (RDW) at admission and one-year mortality in critically ill OSA patients. A retrospective cohort study involving 1950 critically ill patients with OSA from the MIMIC-IV (v3.1) database. Kaplan-Meier survival analysis, multivariable Cox regression, and restricted cubic spline (RCS) analyses were performed to evaluate the association between RDW and all-cause mortality. Subgroup analyses were performed to assess the consistency of the RDW-mortality association and identify potential interaction effects. The incidence of mortality increased significantly across RDW quartiles (Q1: 4.6% vs. Q2: 12.1% vs. Q3: 18.4% vs. Q4: 34.7%, P < 0.001). Kaplan-Meier analysis demonstrated significantly higher 30-day and one-year all-cause mortality among patients in the higher RDW quartiles (log-rank P< 0.001). Multivariate Cox regression analysis revealed that RDW levels were independently correlated with one-year mortality after adjusting for multiple variables for both continuous (hazard ratio [HR] 1.15, 95% confidence interval [CI]: 1.10–1.20; P < 0.001) and categorical comparisons (Q4 vs. Q1: HR 4.42, 95% CI: 2.67–7.31; P< 0.001). RCS regression confirmed a significant positive relationship between RDW and the risk of short- or long-term mortality (Pfor overall <0.001). Subgroup analysis confirmed the robustness of the results and identified interactions between RDW and White race, and BMI status (P for interaction = 0.011 and 0.052, respectively). This study established a positive association between RDW and all-cause mortality in OSA patients admitted to the ICU. Higher RDW levels were associated with an increased risk of short- and long-term all-cause mortalities.
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Data availability
The publicly available datasets used in this study can be accessed from online repositories. Data were obtained from [https://physionet.org/content/mimiciv/3.1/](https:/physionet.org/content/mimiciv/3.1) .
Abbreviations
- OSA:
-
Obstructive sleep apnea
- BMI:
-
Body mass index
- SBP:
-
Systolic blood pressure
- DBP:
-
Diastolic blood pressure
- MBP:
-
Mean blood pressure
- HR:
-
Heart rate
- RR:
-
Respiratory rate
- SpO2 :
-
Oxygen saturation
- WBC:
-
White blood cell
- RBC:
-
Red blood cell
- RDW:
-
Red cell distribution width
- BUN:
-
Urea nitrogen
- INR:
-
International normalized ratio
- PT:
-
Prothrombin time
- APTT:
-
Activated partial prothrombin time
- MI:
-
Myocardial infarction
- COPD:
-
Chronic obstructive pulmonary disease
- SOFA:
-
Sequential organ failure assessment
- SAPS II:
-
Simplified acute physiology score
- APS III:
-
Acute physiology score III
- CCI:
-
Charlson comorbidity index
References
Yeghiazarians, Y. et al. Obstructive Sleep Apnea and Cardiovascular Disease: A Scientific Statement From the American Heart Association. Circulation 144, e56–e67 (2021).
Anderson, N., Tran, P. & Obstructive Sleep. Apnea Prim. Care 52: 47–59. (2025).
Senaratna, C. V. et al. Prevalence of obstructive sleep apnea in the general population: A systematic review. Sleep. Med. Rev. 34, 70–81 (2017).
Lee, J. J. & Sundar, K. M. Evaluation and Management of Adults with Obstructive Sleep Apnea Syndrome. Lung 199, 87–101 (2021).
Lin, P. et al. Association Between Obstructive Sleep Apnea and Reduced Mortality in Critically Ill Patients: A Propensity Score-Based Analysis. Int. J. Gen. Med. 14, 4723–4729 (2021).
Wang, J. et al. Obstructive sleep apnea-induced multi-organ dysfunction after elective coronary artery bypass surgery in coronary heart disease patients. J. Thorac. Dis. 12, 5603–5616 (2020).
Xanthopoulos, A. et al. Red Blood Cell Distribution Width in Heart Failure: Pathophysiology, Prognostic Role, Controversies and Dilemmas. J. Clin. Med. 11. (2022).
Salvagno, G. L. et al. Red blood cell distribution width: A simple parameter with multiple clinical applications. Crit. Rev. Clin. Lab. Sci. 52, 86–105 (2015).
Hou, H. et al. An overall and dose-response meta-analysis of red blood cell distribution width and CVD outcomes. Sci. Rep. 7, 43420 (2017).
Arba, I. F. et al. A systematic review and dose-response meta-analysis of red blood cell distribution width to albumin ratio as mortality predictor in cardiovascular disease. Sci. Rep. 15, 32053 (2025).
Haenggi, E. et al. Red blood cell distribution width (RDW) - A new nutritional biomarker to assess nutritional risk and response to nutritional therapy? Clin. Nutr. 43, 575–585 (2024).
Liang, L. et al. Prognostic value of RDW alone and in combination with NT-proBNP in patients with heart failure. Clin. Cardiol. 45, 802–813 (2022).
Zhang, Q. et al. In-hospital changes in the red blood cell distribution width and mortality in critically ill patients with heart failure. ESC Heart Fail. 10, 3287–3298 (2023).
Hua, R., Liu, X. & Yuan, E. Red blood cell distribution width at admission predicts outcome in critically ill patients with kidney failure: a retrospective cohort study based on the MIMIC-IV database. Ren. Fail. 44, 1182–1191 (2022).
Johnson, A. E. W. et al. MIMIC-IV, a freely accessible electronic health record dataset. Sci. Data. 10, 1 (2023).
Vandenbroucke, J. P. et al. Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): explanation and elaboration. PLoS Med. 4, e297 (2007).
Ou, Y. et al. Risk analysis of the association between red blood cell distribution width-to-peripheral oxygen saturation ratio and poor prognosis in critical patients with obstructive sleep apnea. Respir Med. 242, 108120 (2025).
Shao, Q. et al. Prognostic value of red blood cell distribution width in heart failure patients: A meta-analysis. Int. J. Cardiol. 179, 495–499 (2015).
Chen, W. et al. Association Between the Red Blood Cell Distribution Width and 30-Day Mortality in Intensive Care Patients Undergoing Cardiac Surgery: A Retrospective Observational Study Based on the Medical Information Mart for Intensive Care-IV Database. Ann. Lab. Med. 44, 401–409 (2024).
Michalak, A. et al. Red blood cell distribution width derivatives in alcohol-related liver cirrhosis and metabolic-associated fatty liver disease. World J. Gastroenterol. 28, 5636–5647 (2022).
Joosse, H. J. et al. In-vitro and in-silico evidence for oxidative stress as drivers for RDW. Sci. Rep. 13, 9223 (2023).
Di Lorenzo, B. et al. Association between Red Blood Cell Distribution Width and Obstructive Sleep Apnea Syndrome: A Systematic Review and Meta-Analysis. J. Clin. Med. 12. (2023).
León Subías, E., de la Gómara, S. & Marin Trigo, J. M. Red Cell Distribution Width in Obstructive Sleep Apnea. Arch. Bronconeumol. 53, 114–119 (2017).
Drager, L. F. et al. Obstructive sleep apnea: a cardiometabolic risk in obesity and the metabolic syndrome. J. Am. Coll. Cardiol. 62, 569–576 (2013).
Kaiser, Y. et al. Reduced baroreflex sensitivity and increased splenic activity in patients with severe obstructive sleep apnea. Atherosclerosis 344, 7–12 (2022).
Sangkhae, V. & Nemeth, E. Regulation of the Iron Homeostatic Hormone Hepcidin. Adv. Nutr. 8, 126–136 (2017).
Tkaczyszyn, M. et al. Iron deficiency and red cell indices in patients with heart failure. Eur. J. Heart Fail. 20, 114–122 (2018).
Wyszomirski, K., Walędziak, M., Różańska-Walędziak, A. & Obesity Bariatric Surgery and Obstructive Sleep Apnea-A Narrative Literature Review. Med. (Kaunas) 59. (2023).
Kaw, R., Wong, J. & Mokhlesi, B. Obesity and Obesity Hypoventilation, Sleep Hypoventilation, and Postoperative Respiratory Failure. Anesth Analg. 132 1265–1273. (2021).
Koh, H. E. et al. Effect of obstructive sleep apnea on glucose metabolism. Eur. J. Endocrinol. 186, 457–467 (2022).
Taş, A. et al. Right ventricular strain as a predictor of surgical success in obstructive sleep apnea: Association with serum chemerin. Heart Lung. 76, 81–90 (2025).
He, Y. et al. Clinical characteristics and risk factors associated with ICU-acquired infections in sepsis: A retrospective cohort study. Front. Cell. Infect. Microbiol. 12, 962470 (2022).
Firzli, T. R. et al. Association between histamine 2 receptor antagonists and sepsis outcomes in ICU patients: a retrospective analysis using the MIMI-IV database. J. Anesth. Analg Crit. Care. 3, 3 (2023).
Funding
This study was supported by the National Natural Science Foundation of China (82100359 and 82500364).
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Tuo Han: Conceptualization, Project administration, Supervision, Writing, review, and editing. Chunyan Zhang and Jing Xiao: Data curation, formal analysis, Investigation, Methodology, Visualization, Writing of the original draft. Xiyu Gao and Chen Guo: Data curation, formal analysis, Software, Writing, reviewing, and editing. Na Feng, Yan Zhang: Conceptualization, Funding acquisition, Methodology and Writing, review, and editing. All the authors approved the final version of the manuscript.
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The review boards of Massachusetts Institute of Technology (MIT) and Beth Israel Deaconess Medical Center approved the use of the MIMIC-IV database. Since the participants were anonymized and de-identified, this study was exempt from the requirements for ethical approval and informed consent.
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Zhang, C., Xiao, J., Gao, X. et al. The role of red blood cell distribution width in prognosis prediction among critically ill patients with obstructive sleep apnea: Insights from the MIMIC-IV database. Sci Rep (2026). https://doi.org/10.1038/s41598-026-43197-1
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DOI: https://doi.org/10.1038/s41598-026-43197-1

