Department of Gastroenterology, Saga-Ken Medical Centre Koseikan, 400 Nakabaru, Kasemachi, Saga, 840-8571, Japan.
Department of Medical Research Institute, Saga-Ken Medical Centre Koseikan, Saga, Japan.
Sci Rep. 2024 Mar 4;14(1):5367. doi: 10.1038/s41598-024-55889-7.
The study aimed to identify prognostic factors for patients with acute lower gastrointestinal bleeding and to develop a high-accuracy prediction tool. The analysis included 8254 cases of acute hematochezia patients who were admitted urgently based on the judgment of emergency physicians or gastroenterology consultants (from the CODE BLUE J-study). Patients were randomly assigned to a derivation cohort and a validation cohort in a 2:1 ratio using a random number table. Assuming that factors present at the time of admission are involved in mortality within 30 days of admission, and adding management factors during hospitalization to the factors at the time of admission for mortality within 1 year, prognostic factors were established. Multivariate analysis was conducted, and scores were assigned to each factor using regression coefficients, summing these to measure the score. The newly created score (CACHEXIA score) became a tool capable of measuring both mortality within 30 days (ROC-AUC 0.93) and within 1 year (C-index, 0.88). The 1-year mortality rates for patients classified as low, medium, and high risk by the CACHEXIA score were 1.0%, 13.4%, and 54.3% respectively (all P < 0.001). After discharge, patients identified as high risk using our unique predictive score require ongoing observation.
本研究旨在确定急性下消化道出血患者的预后因素,并开发一种高精度的预测工具。该分析纳入了 8254 例因急诊医生或胃肠病学顾问判断而紧急入院的急性血便患者(来自 CODE BLUE J 研究)。使用随机数表以 2:1 的比例将患者随机分配到推导队列和验证队列中。假设入院时存在的因素与入院后 30 天内的死亡率有关,并将住院期间的治疗因素与入院时的死亡率因素相加,以确定预后因素。进行多变量分析,并使用回归系数为每个因素分配分数,将这些分数相加以衡量分数。新创建的评分(CACHEXIA 评分)成为一种能够衡量 30 天内死亡率(ROC-AUC 0.93)和 1 年内死亡率(C 指数,0.88)的工具。根据 CACHEXIA 评分,低、中、高危患者的 1 年死亡率分别为 1.0%、13.4%和 54.3%(均 P<0.001)。出院后,使用我们独特的预测评分确定为高危的患者需要持续观察。