AI Article Synopsis

  • The study aimed to identify risk factors for patients with hypertensive intracerebral hemorrhage (ICH) who had no prior history of hypertension, using data from West China Hospital from 2011 to 2019.
  • Researchers employed the LASSO algorithm and multivariable logistic analysis to determine the most significant prognostic factors affecting mortality and morbidity.
  • Key findings indicated that a higher Glasgow Coma Scale (GCS) score at admission and larger hematoma volumes were linked to better survival, while elevated lactic dehydrogenase levels and a high neutrophilic granulocyte/lymphocyte ratio predicted worse outcomes.

Article Abstract

Objective: We aimed to evaluate the risk factors for patients, who had hypertensive intracerebral hemorrhage (ICH)-specific location hemorrhage without hypertensive history, to elucidate a novel and detailed understanding.

Methods: We conducted a retrospective review to identify patients diagnosed with hemorrhage in hypertensive ICH-specific locations without hypertensive history between January 2011 and December 2019 from West China Hospital. A least absolute shrinkage and selector operation (LASSO) algorithm was used to select the optimal prognostic factors, and then we performed a multivariable logistic analysis. To verify the accuracy of the nomogram in predicting patient outcome, we used Harrell's statistics, area under the curve, and a calibration as well as decision curves.

Results: The LASSO method, at a tenfold cross-validation for 7-day mortality, 90-day mortality, and 90-day morbidity, was applied to construct the prognosis-predicting models. Both a higher Glasgow Coma Scale (GCS) score at admission and larger hematoma volume ≥13.64 mL were independently associated with better survival at 7 days and 90 days in multivariate analysis. Lactic dehydrogenase >250 IU/L and neutrophilic granulocyte/lymphocyte ratio in 1 increase were significantly associated with poor outcome at 90 days. Only one factor (GCS score at 7 days) influencing 90-day morbidity remained in a LASSO model.

Conclusions: In this study, the GCS score, hematoma volume, and other laboratory factors (Lactic dehydrogenase and neutrophilic granulocyte/lymphocyte ratio) were related to survival. Our current findings of the specific location ICH need to be proven by a large randomized controlled trial study.

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http://dx.doi.org/10.1016/j.wneu.2023.01.006DOI Listing

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