DiLena Daniel D, Bouvet Sean C, Somers Madeline J, Merchant Maqdooda A, Levin Theodore R, Rauchwerger Adina S, Sax Dana R
Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.
Department of Emergency Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA.
Int J Emerg Med. 2025 Feb 3;18(1):19. doi: 10.1186/s12245-025-00815-5.
The Oakland Score predicts risk of 30-day adverse events among hospitalized patients with lower gastrointestinal bleeding (LGIB) possibly identifying patients who may be safe for discharge. The Oakland Score has not been studied among emergency department (ED) patients with LGIB. The Oakland Score composite outcome includes re-bleeding, defined as additional blood transfusion requirements and/or a further decrease in hematocrit (Hct) >/= 20% after 24 h in clinical stability; red blood cell transfusion; therapeutic intervention to control bleeding, including surgery, mesenteric embolization, or endoscopic hemostasis; in-hospital death, all cause; and re-admission with further LGIB within 28 days. Prediction variables include age, sex, previous LGIB admission, systolic blood pressure, heart rate, and hemoglobin concentration, and scores range from 0 to 35 points, with higher scores indicating greater risk.
Retrospective cohort study of adult (≥ 18 years old) patients with a primary ED diagnosis of LGIB across 21 EDs from March 1st, 2018, through March 1st, 2020. We excluded patients who were more likely to have upper gastrointestinal bleeding (esophago-gastroduodenoscopy without LGIB evaluation), patients who left against medical advice or prior to ED provider evaluation, ED patients without active health plan membership, and patients with incomplete Oakland Score variables. We assessed predictive accuracy by reporting the area under the receiver operator curve (AUROC) and sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios at multiple clinically relevant thresholds.
We identified 8,283 patients with LGIB, 52% were female, mean age was 68, 49% were non-White, and 27% had an adverse event. The AUROC for predicting an adverse event was 0.85 (95% CI 0.84-0.86). There were 1,358 patients with an Oakland Score of </=8; 4.9% had an adverse event, and sensitivity of the Oakland Score at this threshold was 97% (95% CI 96%-98%).
The Oakland Score had high predictive accuracy among ED patients with LGIB. Prospective evaluation is needed to understand if the risk score could augment ED decision-making and improve outcomes and resource utilization.
奥克兰评分可预测住院的下消化道出血(LGIB)患者发生30天不良事件的风险,可能有助于识别可安全出院的患者。尚未在急诊部门(ED)的LGIB患者中对奥克兰评分进行研究。奥克兰评分的综合结局包括再出血,定义为临床稳定24小时后额外的输血需求和/或血细胞比容(Hct)进一步降低≥20%;红细胞输血;控制出血的治疗干预,包括手术、肠系膜栓塞或内镜止血;全因住院死亡;以及28天内再次因LGIB入院。预测变量包括年龄、性别、既往LGIB住院史、收缩压、心率和血红蛋白浓度,评分范围为0至35分,分数越高表明风险越大。
对2018年3月1日至2020年3月1日期间21个急诊部门中以LGIB为主要急诊诊断的成年(≥18岁)患者进行回顾性队列研究。我们排除了更可能有上消化道出血的患者(未进行LGIB评估的食管胃十二指肠镜检查)、违背医疗建议离开或在急诊医生评估前离开的患者、没有有效健康计划会员资格的急诊患者以及奥克兰评分变量不完整的患者。我们通过报告受试者操作特征曲线下面积(AUROC)以及在多个临床相关阈值下的敏感性、特异性、阳性和阴性预测值以及阳性和阴性似然比来评估预测准确性。
我们识别出8283例LGIB患者,其中52%为女性,平均年龄为68岁,49%为非白人,27%发生了不良事件。预测不良事件的AUROC为0.85(95%CI 0.84 - 0.86)。有1358例患者的奥克兰评分为≤8分;4.9%发生了不良事件,在此阈值下奥克兰评分的敏感性为97%(95%CI 96% - 98%)。
奥克兰评分在急诊LGIB患者中具有较高的预测准确性。需要进行前瞻性评估,以了解该风险评分是否能增强急诊决策,并改善结局和资源利用。