首页 > 最新文献

American Journal of Emergency Medicine最新文献

英文 中文
Acute pharyngeal obstruction from a glass methamphetamine pipe: A case report 甲基苯丙胺玻璃管致急性咽部阻塞1例。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-17 DOI: 10.1016/j.ajem.2026.01.021
Jacob N. Watson MD , AJ Graham DO
Acute airway foreign bodies are an uncommon but life-threatening pathology encountered in the emergency department.
We present the case of a 41 year old female who presented for acute obstruction of the posterior pharynx following attempted ingestion of a glass methamphetamine pipe in efforts to conceal evidence from law enforcement officers. She exhibited mild trismus and muffled voice. No respiratory distress, stridor or hypoxia was appreciated. Workup revealed a vertically oriented cylindrical glass foreign body, approximately 10 cm spanning the distance between the proximal esophagus and posterior nasopharynx.
Treatment was initiated with low-dose benzodiazepine therapy for anxiolysis, administered nebulized lidocaine while preparations were made for emergency cricothyroidotomy and rapid sequence intubation with fiberoptic support. Otolaryngology was emergently consulted and ultimately the decision was made to attempt removal, with a plan for emergent surgical airway placement if unsuccessful. The patient was positioned with the neck hyperextended and ketamine was given for sedation. Using a pair of rubberized Magill forceps that we created, the glass pipe was successfully removed. The patient returned to her pre-procedural baseline and was discharged.
Patients with acute airway obstruction can rapidly decline and otolaryngology support is often not readily available. In this report we will discuss the considerations in managing acute airway foreign bodies, maneuvers and specialized tools to assist with bedside removal.
急性气道异物是一种罕见但危及生命的病理在急诊科遇到。我们提出的情况下,一个41岁的女性谁提出了急性阻塞后咽部企图摄入玻璃甲基苯丙胺管,努力隐瞒证据从执法人员。她表现出轻微的牙关和低沉的声音。无呼吸窘迫、喘鸣或缺氧。检查发现一个垂直方向的圆柱形玻璃异物,横跨食管近端和鼻咽后端之间的距离约10厘米。治疗开始使用低剂量苯二氮卓类药物治疗焦虑,雾化利多卡因,同时准备紧急环甲状腺切开术和纤维支持快速序贯插管。紧急咨询耳鼻喉科,最终决定尝试移除,如果不成功,计划紧急手术气道放置。患者放置颈部过伸,给予氯胺酮镇静。使用我们制作的一对橡胶Magill钳,玻璃管被成功地取出。患者恢复到手术前基线并出院。急性气道阻塞患者可迅速下降,耳鼻喉科支持往往不容易获得。在本报告中,我们将讨论处理急性气道异物的注意事项,机动和辅助床边清除的专用工具。
{"title":"Acute pharyngeal obstruction from a glass methamphetamine pipe: A case report","authors":"Jacob N. Watson MD ,&nbsp;AJ Graham DO","doi":"10.1016/j.ajem.2026.01.021","DOIUrl":"10.1016/j.ajem.2026.01.021","url":null,"abstract":"<div><div>Acute airway foreign bodies are an uncommon but life-threatening pathology encountered in the emergency department.</div><div>We present the case of a 41 year old female who presented for acute obstruction of the posterior pharynx following attempted ingestion of a glass methamphetamine pipe in efforts to conceal evidence from law enforcement officers. She exhibited mild trismus and muffled voice. No respiratory distress, stridor or hypoxia was appreciated. Workup revealed a vertically oriented cylindrical glass foreign body, approximately 10 cm spanning the distance between the proximal esophagus and posterior nasopharynx.</div><div>Treatment was initiated with low-dose benzodiazepine therapy for anxiolysis, administered nebulized lidocaine while preparations were made for emergency cricothyroidotomy and rapid sequence intubation with fiberoptic support. Otolaryngology was emergently consulted and ultimately the decision was made to attempt removal, with a plan for emergent surgical airway placement if unsuccessful. The patient was positioned with the neck hyperextended and ketamine was given for sedation. Using a pair of rubberized Magill forceps that we created, the glass pipe was successfully removed. The patient returned to her pre-procedural baseline and was discharged.</div><div>Patients with acute airway obstruction can rapidly decline and otolaryngology support is often not readily available. In this report we will discuss the considerations in managing acute airway foreign bodies, maneuvers and specialized tools to assist with bedside removal.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 123-125"},"PeriodicalIF":2.2,"publicationDate":"2026-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146068813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Severe metabolic alkalosis and hypernatremia induced by excessive sodium bicarbonate intake: A case report and literature review. 过量摄入碳酸氢钠致重度代谢性碱中毒和高钠血症1例报告并文献复习。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-16 DOI: 10.1016/j.ajem.2026.01.014
Ryota Inokuchi, Akinori Maeda, Yohei Komaru, Toshiya Takahashi, Kent Doi

Background: Sodium bicarbonate is a common household compound often promoted for unproven health benefits. However, excessive ingestion can result in severe toxicity. This report describes a case of life-threatening metabolic alkalosis and hypernatremia following self-medication and presents a systematic review of sodium bicarbonate toxicity.

Case report: A previously healthy man in his 30s presented with nausea and progressive weakness after ingesting 60 g of sodium bicarbonate daily for 2 months, escalating to 480 g immediately before admission for intestinal cleansing. Laboratory evaluation demonstrated severe metabolic alkalosis (pH 7.54; HCO₃- 54.5 mmol/L), hypernatremia (serum sodium 162 mEq/L), and chloride-resistant alkalosis. Supportive therapy, including oral acetazolamide, resulted in rapid biochemical normalization and complete clinical recovery.

Review: Our systematic review of 78 cases of sodium bicarbonate toxicity identified a shift in reported indications from dyspepsia to diverse uses, including pica, drug test avoidance, and natural remedies. Clinical presentations differed by ingestion pattern: acute, massive ingestion was often complicated by gastric rupture and was associated with high mortality, whereas chronic ingestion predominantly caused severe metabolic alkalosis and electrolyte abnormalities.

Conclusion: Excessive sodium bicarbonate ingestion can cause life-threatening complications. Clinicians should be alert to the risks of misuse driven by widely circulating unproven health claims.

背景:碳酸氢钠是一种常见的家用化合物,经常被宣传为未经证实的健康益处。然而,过量摄入会导致严重的毒性。本报告描述了一例危及生命的代谢性碱中毒和高钠血症后自我用药,并提出了碳酸氢钠毒性的系统综述。病例报告:一名30多岁的健康男性,每日摄入碳酸氢钠60g,持续2个月后出现恶心和进行性虚弱,入院前立即服用480 g进行肠道清洁。实验室评估显示严重的代谢性碱中毒(pH值7.54;HCO₃- 54.5 mmol/L),高钠血症(血清钠162 mEq/L)和耐氯碱中毒。支持治疗,包括口服乙酰唑胺,导致快速生化正常化和完全临床恢复。回顾:我们对78例碳酸氢钠中毒病例的系统回顾发现,报告的适应症从消化不良转变为多种用途,包括异食癖、药物试验回避和自然疗法。临床表现因摄入方式不同而不同:急性大量摄入常并发胃破裂,死亡率高,而慢性摄入主要导致严重的代谢性碱中毒和电解质异常。结论:过量摄入碳酸氢钠可引起危及生命的并发症。临床医生应该警惕广泛传播的未经证实的健康声明所带来的误用风险。
{"title":"Severe metabolic alkalosis and hypernatremia induced by excessive sodium bicarbonate intake: A case report and literature review.","authors":"Ryota Inokuchi, Akinori Maeda, Yohei Komaru, Toshiya Takahashi, Kent Doi","doi":"10.1016/j.ajem.2026.01.014","DOIUrl":"https://doi.org/10.1016/j.ajem.2026.01.014","url":null,"abstract":"<p><strong>Background: </strong>Sodium bicarbonate is a common household compound often promoted for unproven health benefits. However, excessive ingestion can result in severe toxicity. This report describes a case of life-threatening metabolic alkalosis and hypernatremia following self-medication and presents a systematic review of sodium bicarbonate toxicity.</p><p><strong>Case report: </strong>A previously healthy man in his 30s presented with nausea and progressive weakness after ingesting 60 g of sodium bicarbonate daily for 2 months, escalating to 480 g immediately before admission for intestinal cleansing. Laboratory evaluation demonstrated severe metabolic alkalosis (pH 7.54; HCO₃<sup>-</sup> 54.5 mmol/L), hypernatremia (serum sodium 162 mEq/L), and chloride-resistant alkalosis. Supportive therapy, including oral acetazolamide, resulted in rapid biochemical normalization and complete clinical recovery.</p><p><strong>Review: </strong>Our systematic review of 78 cases of sodium bicarbonate toxicity identified a shift in reported indications from dyspepsia to diverse uses, including pica, drug test avoidance, and natural remedies. Clinical presentations differed by ingestion pattern: acute, massive ingestion was often complicated by gastric rupture and was associated with high mortality, whereas chronic ingestion predominantly caused severe metabolic alkalosis and electrolyte abnormalities.</p><p><strong>Conclusion: </strong>Excessive sodium bicarbonate ingestion can cause life-threatening complications. Clinicians should be alert to the risks of misuse driven by widely circulating unproven health claims.</p>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"103 ","pages":"45-49"},"PeriodicalIF":2.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146133552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical profiles and mortality risk modeling in neurocritical care: A retrospective cohort study from high-altitude Xizang 神经危重症患者的临床特征和死亡风险建模:西藏高原回顾性队列研究。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-16 DOI: 10.1016/j.ajem.2026.01.022
Bin Wang , Jian-lei Fu , Ci-ren Zhuoma , Qu-zhen Danzeng , Feng-xue Zhu , Guo-ying Lin

Background

Neurocritical care patients residing in high-altitude regions such as the Xizang Autonomous Region encounter distinct physiological and logistical challenges, including hypobaric hypoxia, limited medical infrastructure, and delayed access to specialized care. Despite these factors, few studies have systematically characterized their clinical profiles or developed region-specific mortality prediction models. This study aimed to investigate the clinical features of neurocritical care patients admitted to a tertiary hospital in Lhasa, Xizang Autonomous Region, and to construct a predictive model for in-hospital mortality tailored to this high-altitude population.

Methods

This single-center retrospective study included 400 neurocritical care patients admitted between October 2021 and December 2023. Demographic data, types of neurological disorders, clinical scores and comorbidities, laboratory examination, pharmacological treatments and blood product transfusion conditions were collected. Univariate and multivariate logistic regression analyses were performed to identify independent predictors of in-hospital mortality. A nomogram-based prediction model was developed and internally validated using bootstrap resampling. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC), calibration plots, and decision curve analysis (DCA).

Results

The overall in-hospital mortality rate was 15.8%. Multivariate analysis identified younger age (95% CI: 0.95–0.97, p = 0.013), higher APACHE II scores (95% CI: 1.02–1.16, p = 0.007), Glasgow Coma Scale ≤8 (95% CI: 1.17–4.56, p = 0.016), and elevated APTT levels (95% CI: 1.00–1.02, p = 0.007) as independent risk factors for mortality. Diuretic use was associated with a protective effect (95% CI: 0.20–0.77, p = 0.007).The final model demonstrated good discrimination (AUC = 0.749), calibration, and clinical utility. The nomogram provides a practical tool for early risk stratification in resource-limited high-altitude neurocritical care settings.

Conclusion

Neurocritical care patients in Xizang exhibit distinct clinical profiles and mortality risks. The developed prediction model may assist clinicians in early identification of high-risk patients and guide targeted interventions to improve outcomes in high-altitude regions.
背景:居住在西藏自治区等高海拔地区的神经危重症患者面临着独特的生理和后勤挑战,包括低气压缺氧,有限的医疗基础设施,以及延迟获得专业护理。尽管有这些因素,很少有研究系统地描述了它们的临床特征或开发了特定区域的死亡率预测模型。本研究旨在探讨西藏自治区拉萨市某三级医院神经危重症患者的临床特征,并构建适合该地区高海拔人群的住院死亡率预测模型。方法:该单中心回顾性研究纳入了2021年10月至2023年12月住院的400例神经危重症患者。收集人口统计数据、神经系统疾病类型、临床评分和合并症、实验室检查、药物治疗和血液制品输血情况。进行单因素和多因素logistic回归分析以确定住院死亡率的独立预测因素。开发了基于模态图的预测模型,并使用自举重采样进行了内部验证。采用受试者工作特征曲线(AUC)下面积、校准图和决策曲线分析(DCA)来评估模型性能。结果:住院总死亡率为15.8%。多因素分析发现,年龄较小(95% CI: 0.95-0.97, p = 0.013)、APACHE II评分较高(95% CI: 1.02-1.16, p = 0.007)、格拉斯哥昏迷量表≤8 (95% CI: 1.17-4.56, p = 0.016)和APTT水平升高(95% CI: 1.00-1.02, p = 0.007)是死亡的独立危险因素。利尿剂的使用与保护作用相关(95% CI: 0.20-0.77, p = 0.007)。最终模型具有良好的鉴别性(AUC = 0.749)、校准性和临床实用性。nomogram为资源有限的高海拔神经危重症护理提供了一种实用的早期风险分层工具。结论:西藏省神经危重症患者具有明显的临床特点和死亡风险。建立的预测模型可以帮助临床医生早期识别高危患者,并指导有针对性的干预措施,以改善高海拔地区的预后。
{"title":"Clinical profiles and mortality risk modeling in neurocritical care: A retrospective cohort study from high-altitude Xizang","authors":"Bin Wang ,&nbsp;Jian-lei Fu ,&nbsp;Ci-ren Zhuoma ,&nbsp;Qu-zhen Danzeng ,&nbsp;Feng-xue Zhu ,&nbsp;Guo-ying Lin","doi":"10.1016/j.ajem.2026.01.022","DOIUrl":"10.1016/j.ajem.2026.01.022","url":null,"abstract":"<div><h3>Background</h3><div>Neurocritical care patients residing in high-altitude regions such as the Xizang Autonomous Region encounter distinct physiological and logistical challenges, including hypobaric hypoxia, limited medical infrastructure, and delayed access to specialized care. Despite these factors, few studies have systematically characterized their clinical profiles or developed region-specific mortality prediction models. This study aimed to investigate the clinical features of neurocritical care patients admitted to a tertiary hospital in Lhasa, Xizang Autonomous Region, and to construct a predictive model for in-hospital mortality tailored to this high-altitude population.</div></div><div><h3>Methods</h3><div>This single-center retrospective study included 400 neurocritical care patients admitted between October 2021 and December 2023. Demographic data, types of neurological disorders, clinical scores and comorbidities, laboratory examination, pharmacological treatments and blood product transfusion conditions were collected. Univariate and multivariate logistic regression analyses were performed to identify independent predictors of in-hospital mortality. A nomogram-based prediction model was developed and internally validated using bootstrap resampling. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC), calibration plots, and decision curve analysis (DCA).</div></div><div><h3>Results</h3><div>The overall in-hospital mortality rate was 15.8%. Multivariate analysis identified younger age (95% CI: 0.95–0.97, <em>p</em> = 0.013), higher APACHE II scores (95% CI: 1.02–1.16, <em>p</em> = 0.007), Glasgow Coma Scale ≤8 (95% CI: 1.17–4.56, <em>p</em> = 0.016), and elevated APTT levels (95% CI: 1.00–1.02, <em>p</em> = 0.007) as independent risk factors for mortality. Diuretic use was associated with a protective effect (95% CI: 0.20–0.77, p = 0.007).The final model demonstrated good discrimination (AUC = 0.749), calibration, and clinical utility. The nomogram provides a practical tool for early risk stratification in resource-limited high-altitude neurocritical care settings.</div></div><div><h3>Conclusion</h3><div>Neurocritical care patients in Xizang exhibit distinct clinical profiles and mortality risks. The developed prediction model may assist clinicians in early identification of high-risk patients and guide targeted interventions to improve outcomes in high-altitude regions.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 198-205"},"PeriodicalIF":2.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rapid feedback on my emergency department hemorrhagic stroke care? It improves telestroke and in-person treatment times 对急诊科出血性中风治疗的快速反馈?它改善了中风和面对面治疗的时间
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-16 DOI: 10.1016/j.ajem.2026.01.023
Nick M. Murray MD , Paul D. Johnson MD , Gabriel V. Fontaine PharmD, MBA , Trina Johnson RN , Jami Hassler RN , Heidi Hafen RN, NP , Michelle Aucoin RN , Lesley Miller RN , Anne M. Anderson RN , Chamonix Johnston RN, MPH , Marilyn McKasson MD , Kyle Hobbs MD , H. Adrian Püttgen MD

Background

Rapid time to treatment of intracerebral hemorrhage (ICH) is important but not consistently achieved in emergency departments (EDs). The concept of CODE-ICH is now well-described, yet mechanisms to improve ED provider and system operation to reduce treatment times are lacking.

Objective

We aim to evaluate ICH treatment time metrics before and after a standardized ICH provider feedback intervention, individualized for each patient with an acute spontaneous ICH in the ED.

Methods

A multicenter retrospective cohort of consecutive patients ≥18 years old with an acute ICH were identified from March 1, 2022 to January 1, 2025 within a network of an integrated healthcare system in the U.S. A rapid feedback intervention for all providers involved in the patient case was developed to contain specific treatment times compared to goals, which, when not met, prompted a root cause analysis. Patients were grouped into pre- and post-intervention cohorts. The primary endpoints were CT scout time to antihypertensive and/or anticoagulation reversal agent administration and ICH orderset utilization. Secondary outcomes were effect of in-person daytime versus telehealth nighttime coverage, length of stay, and discharge disposition.

Results

A total of 226 patients met inclusion criteria, 108 pre- and 118 post-intervention, with similar age (median: 68 vs. 69 years) and 54% were female. Pre- to post-intervention median NIHSS was the same (10; p = 0.25), as were median ICH scores (pre: 2.0, interquartile range, IQR, 0–3 vs. post: 1.0, IQR 1–3; p = 0.90). Median post-intervention CT to antihypertensive treatment was 7 min faster (pre: 21 min, IQR 23–52 vs. post: 14 min, IQR 7–26; p = 0.0012), and median CT to anticoagulation reversal agent administration was 11 min faster (pre: 40 min, IQR 30–64 vs. post: 29 min, IQR 18–40; p = 0.03). The intervention was associated with increased orderset usage (54% pre- to 96% post-intervention; p = 0.0001).

Conclusions

A rapid, root-cause focused ICH feedback intervention improved standardized orderset usage and resultant faster treatment times for blood pressure and anticoagulation reversal in the ED.
背景:脑出血(ICH)的快速治疗很重要,但在急诊科(EDs)并不一致。CODE-ICH的概念现在已经得到了很好的描述,但缺乏改善ED提供者和系统操作以减少治疗时间的机制。目的:我们旨在评估ICH治疗前后的时间指标,标准化的ICH提供者反馈干预,针对ed的每位急性自发性ICH患者进行个体化治疗。方法:从2022年3月1日至1月1日,对连续≥18岁的急性ICH患者进行多中心回顾性队列研究。2025年,在美国一个综合医疗保健系统的网络中,针对所有涉及患者病例的提供者开发了一个快速反馈干预,以包含与目标相比的特定治疗时间,当未达到目标时,提示根本原因分析。患者被分为干预前和干预后两组。主要终点是CT检查时间到抗高血压和/或抗凝逆转药物的使用和脑出血医嘱的使用。次要结局是白天面对面与远程医疗夜间覆盖的效果、住院时间和出院处置。结果226例患者符合纳入标准,干预前108例,干预后118例,年龄相近(中位:68岁vs. 69岁),女性占54%。干预前后NIHSS中位数相同(10,p = 0.25), ICH评分中位数相同(干预前:2.0,四分位数范围,IQR, 0-3,干预后:1.0,IQR - 1-3, p = 0.90)。干预后到降压治疗的CT中位数快了7分钟(干预前:21分钟,IQR 23-52,干预后:14分钟,IQR 7 - 26, p = 0.0012),到抗凝逆转剂给药的CT中位数快了11分钟(干预前:40分钟,IQR 30-64,干预后:29分钟,IQR 18-40, p = 0.03)。干预与订单使用量的增加相关(干预前为54%,干预后为96%;p = 0.0001)。结论快速、以根本原因为重点的脑出血反馈干预提高了标准化医嘱的使用,从而缩短了ED血压和抗凝逆转的治疗时间。
{"title":"Rapid feedback on my emergency department hemorrhagic stroke care? It improves telestroke and in-person treatment times","authors":"Nick M. Murray MD ,&nbsp;Paul D. Johnson MD ,&nbsp;Gabriel V. Fontaine PharmD, MBA ,&nbsp;Trina Johnson RN ,&nbsp;Jami Hassler RN ,&nbsp;Heidi Hafen RN, NP ,&nbsp;Michelle Aucoin RN ,&nbsp;Lesley Miller RN ,&nbsp;Anne M. Anderson RN ,&nbsp;Chamonix Johnston RN, MPH ,&nbsp;Marilyn McKasson MD ,&nbsp;Kyle Hobbs MD ,&nbsp;H. Adrian Püttgen MD","doi":"10.1016/j.ajem.2026.01.023","DOIUrl":"10.1016/j.ajem.2026.01.023","url":null,"abstract":"<div><h3>Background</h3><div>Rapid time to treatment of intracerebral hemorrhage (ICH) is important but not consistently achieved in emergency departments (EDs). The concept of CODE-ICH is now well-described, yet mechanisms to improve ED provider and system operation to reduce treatment times are lacking.</div></div><div><h3>Objective</h3><div>We aim to evaluate ICH treatment time metrics before and after a standardized ICH provider feedback intervention, individualized for each patient with an acute spontaneous ICH in the ED.</div></div><div><h3>Methods</h3><div>A multicenter retrospective cohort of consecutive patients ≥18 years old with an acute ICH were identified from March 1, 2022 to January 1, 2025 within a network of an integrated healthcare system in the U.S. A rapid feedback intervention for all providers involved in the patient case was developed to contain specific treatment times compared to goals, which, when not met, prompted a root cause analysis. Patients were grouped into pre- and post-intervention cohorts. The primary endpoints were CT scout time to antihypertensive and/or anticoagulation reversal agent administration and ICH orderset utilization. Secondary outcomes were effect of in-person daytime versus telehealth nighttime coverage, length of stay, and discharge disposition.</div></div><div><h3>Results</h3><div>A total of 226 patients met inclusion criteria, 108 pre- and 118 post-intervention, with similar age (median: 68 vs. 69 years) and 54% were female. Pre- to post-intervention median NIHSS was the same (10; <em>p</em> = 0.25), as were median ICH scores (pre: 2.0, interquartile range, IQR, 0–3 vs. post: 1.0, IQR 1–3; <em>p</em> = 0.90). Median post-intervention CT to antihypertensive treatment was 7 min faster (pre: 21 min, IQR 23–52 vs. post: 14 min, IQR 7–26; <em>p</em> = 0.0012), and median CT to anticoagulation reversal agent administration was 11 min faster (pre: 40 min, IQR 30–64 vs. post: 29 min, IQR 18–40; <em>p</em> = 0.03). The intervention was associated with increased orderset usage (54% pre- to 96% post-intervention; <em>p</em> = 0.0001).</div></div><div><h3>Conclusions</h3><div>A rapid, root-cause focused ICH feedback intervention improved standardized orderset usage and resultant faster treatment times for blood pressure and anticoagulation reversal in the ED.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 65-70"},"PeriodicalIF":2.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146038936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Are antibiotics an effective initial treatment for acute appendicitis compared to appendectomy? 与阑尾切除术相比,抗生素是急性阑尾炎的有效初始治疗方法吗?
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-16 DOI: 10.1016/j.ajem.2026.01.018
Peter Victoria, Joshua Easter, Brit Long

Background

Acute appendicitis is among the most common emergency presentations and has traditionally been treated with appendectomy. However, recent randomized controlled trials suggest that antibiotic therapy is a reasonable, non-operative alternative for appropriately selected patients who understand the risks. The purpose of this review article was to summarize findings from a recent individual patient data meta-analysis comparing antibiotic therapy versus appendectomy in adults with imaging-confirmed acute appendicitis.

Methods

The reviewed meta-analysis included six randomized controlled trials encompassing 2101 adult patients. A one-stage analysis was performed applying an intention-to-treat analysis. A mixed-effects model accounted for study-level clustering. Complications were standardized using the Clavien-Dindo classification, a widely used tool for classification of surgical complications. The primary endpoint was the overall complication rate at one year, and secondary outcomes included rate of step-up appendectomy, hospital length of stay, and time away from work.

Results

No significant difference in overall, major, or minor complication rates was found at one year between patients receiving initial antibiotic therapy and those undergoing appendectomy. 34% of patients treated with antibiotics required delayed appendectomy within one year and 25% of those patients were found to have complicated appendicitis. In contrast, patients with an appendicolith demonstrated significantly higher complication rates, and 49% required subsequent appendectomy.

Conclusions

Antibiotic therapy is a reasonable initial management strategy for adults with uncomplicated, imaging-confirmed acute appendicitis as long as patients understand the risks. However, caution is warranted in those with an appendicolith due to increased risk of complications and treatment failure with antibiotic therapy.
背景:急性阑尾炎是最常见的急诊症状之一,传统上采用阑尾切除术治疗。然而,最近的随机对照试验表明,抗生素治疗是一个合理的,非手术的选择,适当选择的患者了解风险。这篇综述文章的目的是总结最近个体患者数据荟萃分析的结果,比较抗生素治疗与阑尾切除术对影像学证实的急性阑尾炎的影响。方法回顾性荟萃分析纳入6项随机对照试验,共纳入2101例成人患者。采用意向治疗分析进行单阶段分析。混合效应模型解释了研究水平的聚类。并发症采用Clavien-Dindo分类进行标准化,这是一种广泛使用的手术并发症分类工具。主要终点是一年内的总并发症发生率,次要终点包括阑尾切除术的发生率、住院时间和离开工作的时间。结果在接受初始抗生素治疗的患者和接受阑尾切除术的患者之间,一年内总体、主要或次要并发症发生率均无显著差异。接受抗生素治疗的患者中有34%在一年内需要延迟阑尾切除术,其中25%的患者被发现患有复杂的阑尾炎。相比之下,阑尾结石患者的并发症发生率明显更高,49%的患者需要后续阑尾切除术。结论对于无并发症、经影像学证实的成人急性阑尾炎,只要患者了解其风险,抗生素治疗是一种合理的初始治疗策略。然而,由于并发症和抗生素治疗失败的风险增加,阑尾结石患者需要谨慎。
{"title":"Are antibiotics an effective initial treatment for acute appendicitis compared to appendectomy?","authors":"Peter Victoria,&nbsp;Joshua Easter,&nbsp;Brit Long","doi":"10.1016/j.ajem.2026.01.018","DOIUrl":"10.1016/j.ajem.2026.01.018","url":null,"abstract":"<div><h3>Background</h3><div>Acute appendicitis is among the most common emergency presentations and has traditionally been treated with appendectomy. However, recent randomized controlled trials suggest that antibiotic therapy is a reasonable, non-operative alternative for appropriately selected patients who understand the risks. The purpose of this review article was to summarize findings from a recent individual patient data meta-analysis comparing antibiotic therapy versus appendectomy in adults with imaging-confirmed acute appendicitis.</div></div><div><h3>Methods</h3><div>The reviewed meta-analysis included six randomized controlled trials encompassing 2101 adult patients. A one-stage analysis was performed applying an intention-to-treat analysis. A mixed-effects model accounted for study-level clustering. Complications were standardized using the Clavien-Dindo classification, a widely used tool for classification of surgical complications. The primary endpoint was the overall complication rate at one year, and secondary outcomes included rate of step-up appendectomy, hospital length of stay, and time away from work.</div></div><div><h3>Results</h3><div>No significant difference in overall, major, or minor complication rates was found at one year between patients receiving initial antibiotic therapy and those undergoing appendectomy. 34% of patients treated with antibiotics required delayed appendectomy within one year and 25% of those patients were found to have complicated appendicitis. In contrast, patients with an appendicolith demonstrated significantly higher complication rates, and 49% required subsequent appendectomy.</div></div><div><h3>Conclusions</h3><div>Antibiotic therapy is a reasonable initial management strategy for adults with uncomplicated, imaging-confirmed acute appendicitis as long as patients understand the risks. However, caution is warranted in those with an appendicolith due to increased risk of complications and treatment failure with antibiotic therapy.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 104-107"},"PeriodicalIF":2.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146038937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Remote real-time ambulatory ECG monitoring of the longest RR interval and corresponding arrhythmias during altitude ascent 海拔上升时最长RR间期及相应心律失常的远程实时动态心电图监测
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-16 DOI: 10.1016/j.ajem.2026.01.020
Li-Hong Zheng, Yan Wang, Xue-Wen Huang, Miao Li, Hai-Ying Xian, Chun-Xia Guo, Zi-Yang He, Lin Ma

Objective

The aim of this study is to characterize the longest RR intervals and associated arrhythmias during the early phase of rapid ascent to high altitude environments using ambulatory electrocardiography (AECG), with the aim of informing strategies to prevent acute high-altitude illness and cardiovascular adverse events.

Methods

Participants residing at low altitude underwent rapid ascent to high-altitude locations at 3060 m, 3460 m, and 4014 m. Beginning on the first day at altitude, AECG monitoring was conducted for more than 24 h using a Model 401 wearable ECG monitor, enabling remote, real-time data transmission via a 4G network and immediate clinical response to high-risk arrhythmias. Cloud-based storage and analytic platforms facilitated statistical evaluation of the longest RR intervals and corresponding rhythm types.

Results

(1) The longest RR intervals and associated arrhythmias were primarily observed during nighttime sleep. (2) Statistically significant differences (p < 0.05) were found among the three altitude groups in the incidence of the longest RR intervals <1.00 s, abnormal rhythms associated with the longest RR intervals, premature beats corresponding to the longest RR intervals, and sinus pause episodes. (3) The primary arrhythmias associated with the longest RR intervals included ventricular premature beats, second-degree type II atrioventricular block, high-degree atrioventricular block, sinus pause, and atrial fibrillation.

Conclusion

Clinically significant bradyarrhythmia may occur during rapid ascent to altitudes between 3060 m and 4014 m, particularly during nocturnal hours. These findings highlight the need to consider targeted preventive attention during nighttime exposure, given the high prevalence of nocturnal bradyarrhythmias. Remote real-time AECG monitoring may serve as a useful tool for early detection and intervention in populations at risk of altitude-related cardiac rhythm disturbances.
目的本研究的目的是利用动态心电图(AECG)表征快速上升到高海拔环境早期最长RR间期和相关心律失常,目的是为预防急性高原疾病和心血管不良事件的策略提供信息。方法居住在低海拔地区的参与者在海拔3060米、3460米和4014米的地方快速上升。从高海拔第一天开始,使用401型可穿戴心电监护仪进行AECG监测24小时以上,通过4G网络远程实时传输数据,对高危心律失常及时做出临床反应。基于云的存储和分析平台促进了最长RR间隔和相应节律类型的统计评估。结果(1)最长RR间期及相关心律失常主要见于夜间睡眠。(2) 3个海拔组最长RR间期1.00 s、最长RR间期相关的异常节律、最长RR间期对应的早搏、窦性暂停发作的发生率差异有统计学意义(p < 0.05)。(3)与最长RR间期相关的原发性心律失常包括室性早搏、二度房室传导阻滞、高度房室传导阻滞、窦性暂停和心房颤动。结论在海拔3060 ~ 4014 m的快速上升过程中可能发生临床意义上的缓慢性心律失常,尤其是在夜间。这些发现强调了在夜间暴露时考虑有针对性的预防注意的必要性,考虑到夜间缓慢性心律失常的高患病率。远程实时AECG监测可作为一种有用的工具,用于早期发现和干预有海拔相关心律紊乱风险的人群。
{"title":"Remote real-time ambulatory ECG monitoring of the longest RR interval and corresponding arrhythmias during altitude ascent","authors":"Li-Hong Zheng,&nbsp;Yan Wang,&nbsp;Xue-Wen Huang,&nbsp;Miao Li,&nbsp;Hai-Ying Xian,&nbsp;Chun-Xia Guo,&nbsp;Zi-Yang He,&nbsp;Lin Ma","doi":"10.1016/j.ajem.2026.01.020","DOIUrl":"10.1016/j.ajem.2026.01.020","url":null,"abstract":"<div><h3>Objective</h3><div>The aim of this study is to characterize the longest RR intervals and associated arrhythmias during the early phase of rapid ascent to high altitude environments using ambulatory electrocardiography (AECG), with the aim of informing strategies to prevent acute high-altitude illness and cardiovascular adverse events.</div></div><div><h3>Methods</h3><div>Participants residing at low altitude underwent rapid ascent to high-altitude locations at 3060 m, 3460 m, and 4014 m. Beginning on the first day at altitude, AECG monitoring was conducted for more than 24 h using a Model 401 wearable ECG monitor, enabling remote, real-time data transmission via a 4G network and immediate clinical response to high-risk arrhythmias. Cloud-based storage and analytic platforms facilitated statistical evaluation of the longest RR intervals and corresponding rhythm types.</div></div><div><h3>Results</h3><div>(1) The longest RR intervals and associated arrhythmias were primarily observed during nighttime sleep. (2) Statistically significant differences (<em>p</em> &lt; 0.05) were found among the three altitude groups in the incidence of the longest RR intervals &lt;1.00 s, abnormal rhythms associated with the longest RR intervals, premature beats corresponding to the longest RR intervals, and sinus pause episodes. (3) The primary arrhythmias associated with the longest RR intervals included ventricular premature beats, second-degree type II atrioventricular block, high-degree atrioventricular block, sinus pause, and atrial fibrillation.</div></div><div><h3>Conclusion</h3><div>Clinically significant bradyarrhythmia may occur during rapid ascent to altitudes between 3060 m and 4014 m, particularly during nocturnal hours. These findings highlight the need to consider targeted preventive attention during nighttime exposure, given the high prevalence of nocturnal bradyarrhythmias. Remote real-time AECG monitoring may serve as a useful tool for early detection and intervention in populations at risk of altitude-related cardiac rhythm disturbances.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 98-103"},"PeriodicalIF":2.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146039487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pulmonary hypertension in cardiac tamponade: An observational cohort study of in-hospital mortality and echocardiographic findings 心包填塞导致肺动脉高压:一项住院死亡率和超声心动图结果的观察性队列研究。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-14 DOI: 10.1016/j.ajem.2026.01.013
Robert James Adrian MD , Onyinyechi F. Eke MD, MPH , Nour Al Jalbout MD , Moustafa Al Hariri PhD , Kristofer Montoya MD , Patricia Hernandez MD , Hamid Shokoohi MD, MPH

Background

Patients with pulmonary hypertension (PHTN) (i.e., chronic PHTN) have right ventricular hypertrophy, elevated right-sided heart pressures, and frequently have pericardial effusions. When evaluating these patients for cardiac tamponade, the hypertrophy and elevated pressure in right heart may be protective from tamponade by counteracting the pressure from the pericardial effusion. However, these patients may be harmed if echocardiographic signs of tamponade (e.g., right ventricular diastolic collapse) are obscured.

Study objective

The effect of PHTN on patients with cardiac tamponade remains unclear. We aimed (1) to evaluate whether PHTN influences the echocardiographic findings of tamponade, and (2) to examine whether PHTN is associated with in-hospital mortality among patients undergoing pericardial drainage primarily for cardiac tamponade.

Methods

We conducted a retrospective observational study of adult patients who underwent pericardial drainage within 48 h of emergency department presentation at two academic centers. PHTN probability was classified using the 2022 European Society of Cardiology/European Respiratory Society (ESC/ERS) guidelines. We classified patients in four categories: no PHTN, low probability, intermediate probability, and high probability of PHTN. PHTN parameters were manually extracted from cardiologist-interpreted echocardiography reports. The primary outcome was in-hospital mortality. Secondary outcomes included the prevalence of echocardiographic findings of cardiac tamponade and their associations with mortality.

Results

A total of 249 patients met the inclusion criteria. In-hospital mortality did not significantly differ across PHTN probability categories: no PHTN (63.8%), low probability (9.3%), intermediate probability (20.9%), and high probability (5.3%) (p-values all >0.2). Among patients who died, 50.0% were in the no PHTN group compared to 7.1% in the high probability group (p = 0.222). The echocardiographic impression of cardiac tamponade was significantly lower among patients with high PHTN probability compared to those with no PHTN (64.3% vs. 85.4%, p = 0.041), with a weak negative correlation (r = −0.493) between increasing PHTN probability and tamponade impression.

Conclusions

In this cohort of patients undergoing pericardial drainage primarily for cardiac tamponade, PHTN was not significantly associated with in-hospital mortality. However, patients with a high probability of PHTN showed fewer echocardiographic signs of tamponade, suggesting that PHTN may obscure typical sonographic findings of tamponade.
背景:肺动脉高压(PHTN)患者(即慢性PHTN)右心室肥厚,右侧心压升高,常有心包积液。在评估这些患者的心包填塞时,右心肥厚和血压升高可能通过抵消心包积液的压力来保护心包填塞。然而,如果心包填塞的超声心动图征象(如右心室舒张性塌陷)被掩盖,这些患者可能会受到伤害。研究目的:PHTN对心包填塞的影响尚不清楚。我们的目的是(1)评估PHTN是否影响心包填塞的超声心动图表现;(2)研究PHTN是否与主要因心包填塞而行心包引流的患者的住院死亡率相关。方法:我们对两个学术中心急诊就诊后48小时内行心包引流术的成年患者进行了回顾性观察研究。根据2022年欧洲心脏病学会/欧洲呼吸学会(ESC/ERS)指南对PHTN概率进行分类。我们将患者分为无PHTN、低概率、中概率和高概率四类。从心脏病专家解释的超声心动图报告中手动提取PHTN参数。主要终点是住院死亡率。次要结局包括超声心动图发现心脏填塞的流行程度及其与死亡率的关系。结果:249例患者符合纳入标准。住院死亡率在PHTN概率类别之间没有显著差异:无PHTN(63.8%)、低概率(9.3%)、中概率(20.9%)和高概率(5.3%)(p值均为bb0 0.2)。在死亡患者中,无PHTN组为50.0%,而高概率组为7.1% (p = 0.222)。PHTN概率高的患者超声心动图对心包填塞的印象明显低于无PHTN的患者(64.3% vs. 85.4%, p = 0.041), PHTN概率增加与心包填塞印象呈弱负相关(r = -0.493)。结论:在这组主要因心包填塞而接受心包引流的患者中,PHTN与住院死亡率无显著相关性。然而,PHTN高概率的患者表现出较少的心包填塞的超声心动图征象,提示PHTN可能掩盖了典型的心包填塞的超声表现。
{"title":"Pulmonary hypertension in cardiac tamponade: An observational cohort study of in-hospital mortality and echocardiographic findings","authors":"Robert James Adrian MD ,&nbsp;Onyinyechi F. Eke MD, MPH ,&nbsp;Nour Al Jalbout MD ,&nbsp;Moustafa Al Hariri PhD ,&nbsp;Kristofer Montoya MD ,&nbsp;Patricia Hernandez MD ,&nbsp;Hamid Shokoohi MD, MPH","doi":"10.1016/j.ajem.2026.01.013","DOIUrl":"10.1016/j.ajem.2026.01.013","url":null,"abstract":"<div><h3>Background</h3><div>Patients with pulmonary hypertension (PHTN) (i.e., chronic PHTN) have right ventricular hypertrophy, elevated right-sided heart pressures, and frequently have pericardial effusions. When evaluating these patients for cardiac tamponade, the hypertrophy and elevated pressure in right heart may be protective from tamponade by counteracting the pressure from the pericardial effusion. However, these patients may be harmed if echocardiographic signs of tamponade (e.g., right ventricular diastolic collapse) are obscured.</div></div><div><h3>Study objective</h3><div>The effect of PHTN on patients with cardiac tamponade remains unclear. We aimed (1) to evaluate whether PHTN influences the echocardiographic findings of tamponade, and (2) to examine whether PHTN is associated with in-hospital mortality among patients undergoing pericardial drainage primarily for cardiac tamponade.</div></div><div><h3>Methods</h3><div>We conducted a retrospective observational study of adult patients who underwent pericardial drainage within 48 h of emergency department presentation at two academic centers. PHTN probability was classified using the 2022 European Society of Cardiology/European Respiratory Society (ESC/ERS) guidelines. We classified patients in four categories: no PHTN, low probability, intermediate probability, and high probability of PHTN. PHTN parameters were manually extracted from cardiologist-interpreted echocardiography reports. The primary outcome was in-hospital mortality. Secondary outcomes included the prevalence of echocardiographic findings of cardiac tamponade and their associations with mortality.</div></div><div><h3>Results</h3><div>A total of 249 patients met the inclusion criteria. In-hospital mortality did not significantly differ across PHTN probability categories: no PHTN (63.8%), low probability (9.3%), intermediate probability (20.9%), and high probability (5.3%) (<em>p</em>-values all &gt;0.2). Among patients who died, 50.0% were in the no PHTN group compared to 7.1% in the high probability group (<em>p</em> = 0.222). The echocardiographic impression of cardiac tamponade was significantly lower among patients with high PHTN probability compared to those with no PHTN (64.3% vs. 85.4%, <em>p</em> = 0.041), with a weak negative correlation (<em>r</em> = −0.493) between increasing PHTN probability and tamponade impression.</div></div><div><h3>Conclusions</h3><div>In this cohort of patients undergoing pericardial drainage primarily for cardiac tamponade, PHTN was not significantly associated with in-hospital mortality. However, patients with a high probability of PHTN showed fewer echocardiographic signs of tamponade, suggesting that PHTN may obscure typical sonographic findings of tamponade.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 55-61"},"PeriodicalIF":2.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large academic enterprise load balancing: ED patient transfers to regional hospitals. 大型学术企业负载均衡:急诊科患者转移到地区医院。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-14 DOI: 10.1016/j.ajem.2026.01.015
Mehul Shah, Ethan Fargo, Nicole M Acquisto, Aekta Miglani
{"title":"Large academic enterprise load balancing: ED patient transfers to regional hospitals.","authors":"Mehul Shah, Ethan Fargo, Nicole M Acquisto, Aekta Miglani","doi":"10.1016/j.ajem.2026.01.015","DOIUrl":"https://doi.org/10.1016/j.ajem.2026.01.015","url":null,"abstract":"","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lightweight interpretable AI model using multiple blood parameters for emergency diagnosis of acute appendicitis 基于多种血液参数的轻量级可解释人工智能模型用于急性阑尾炎的急诊诊断。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-12 DOI: 10.1016/j.ajem.2026.01.006
Shun Liao , Yan Li , Haoran Tang , Zixiong Li , Tianqi Xu , Zongfang Ren
Background: Acute appendicitis poses diagnostic challenges due to symptom overlap with other abdominal conditions, often leading to misdiagnosis or missed diagnosis. This study aimed to develop and validate an interpretable machine learning model based on routine hematological indicators to facilitate rapid diagnosis. Methods: A retrospective analysis was conducted on 408 patients with acute abdominal pain, including both adult and pediatric patients. The median age of patients in the appendicitis group was 37.5 years (IQR: 26.5 years). Univariate logistic regression revealed significant group differences in hematological indicators (all P < 0.001). Three feature selection methods—LASSO, ElasticNet, and Random Forest—were applied, with neutrophil percentage (NE%) and eosinophil percentage (EO%) consistently identified across all methods, and red blood cell (RBC) and white blood cell (WBC) repeatedly selected by at least two methods. Eleven commonly used machine learning classifiers were developed and evaluated on an independent test set. Results: The support vector machine with a radial basis function kernel (SVM-RBF) using LASSO-selected features achieved the best performance, with an AUC (area under the curve) of 0.903 (95% CI: 0.84–0.96), accuracy of 90.2%, sensitivity of 80.3%, and specificity of 100%. The average precision exceeded 0.92, and the calibration curve demonstrated good agreement (Brier score: 0.092). Interpretability analyses with SHAP (Shapley additive explanations) and LIME (local interpretable model-agnostic explanations) applied to the LightGBM (Light Gradient Boosting Machine) model confirmed EO%, RBC, and WBC as the most influential predictors. Conclusion:This parsimonious and interpretable model, relying solely on routine blood indicators, may enable timely and accurate diagnosis of acute appendicitis while providing additional insights, particularly in resource-limited settings.
背景:急性阑尾炎由于症状与其他腹部疾病重叠,给诊断带来挑战,经常导致误诊或漏诊。本研究旨在开发和验证基于常规血液学指标的可解释机器学习模型,以促进快速诊断。方法:对408例急性腹痛患者进行回顾性分析,包括成人和儿童患者。阑尾炎组患者中位年龄为37.5岁(IQR: 26.5岁)。结果:采用lasso选择特征的径向基函数核支持向量机(SVM-RBF)表现最佳,曲线下面积(AUC)为0.903 (95% CI: 0.84-0.96),准确率为90.2%,灵敏度为80.3%,特异性为100%。平均精密度超过0.92,校准曲线一致性较好(Brier评分为0.092)。应用于光梯度增强机(LightGBM)模型的SHAP (Shapley加性解释)和LIME(局部可解释模型不可知解释)的可解释性分析证实EO%、RBC和WBC是最具影响力的预测因子。结论:这种简单且可解释的模型,仅依靠常规血液指标,可以及时准确地诊断急性阑尾炎,同时提供额外的见解,特别是在资源有限的情况下。
{"title":"Lightweight interpretable AI model using multiple blood parameters for emergency diagnosis of acute appendicitis","authors":"Shun Liao ,&nbsp;Yan Li ,&nbsp;Haoran Tang ,&nbsp;Zixiong Li ,&nbsp;Tianqi Xu ,&nbsp;Zongfang Ren","doi":"10.1016/j.ajem.2026.01.006","DOIUrl":"10.1016/j.ajem.2026.01.006","url":null,"abstract":"<div><div>Background: Acute appendicitis poses diagnostic challenges due to symptom overlap with other abdominal conditions, often leading to misdiagnosis or missed diagnosis. This study aimed to develop and validate an interpretable machine learning model based on routine hematological indicators to facilitate rapid diagnosis. Methods: A retrospective analysis was conducted on 408 patients with acute abdominal pain, including both adult and pediatric patients. The median age of patients in the appendicitis group was 37.5 years (IQR: 26.5 years). Univariate logistic regression revealed significant group differences in hematological indicators (all <em>P</em> &lt; 0.001). Three feature selection methods—LASSO, ElasticNet, and Random Forest—were applied, with neutrophil percentage (NE%) and eosinophil percentage (EO%) consistently identified across all methods, and red blood cell (RBC) and white blood cell (WBC) repeatedly selected by at least two methods. Eleven commonly used machine learning classifiers were developed and evaluated on an independent test set. Results: The support vector machine with a radial basis function kernel (SVM-RBF) using LASSO-selected features achieved the best performance, with an AUC (area under the curve) of 0.903 (95% CI: 0.84–0.96), accuracy of 90.2%, sensitivity of 80.3%, and specificity of 100%. The average precision exceeded 0.92, and the calibration curve demonstrated good agreement (Brier score: 0.092). Interpretability analyses with SHAP (Shapley additive explanations) and LIME (local interpretable model-agnostic explanations) applied to the LightGBM (Light Gradient Boosting Machine) model confirmed EO%, RBC, and WBC as the most influential predictors. Conclusion:This parsimonious and interpretable model, relying solely on routine blood indicators, may enable timely and accurate diagnosis of acute appendicitis while providing additional insights, particularly in resource-limited settings.</div></div>","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":"102 ","pages":"Pages 39-48"},"PeriodicalIF":2.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Practice changing articles: Efficacy of albuterol-budesonide inhaler compared with albuterol alone in mild asthma. 实践变更文章:沙丁胺醇-布地奈德吸入器与单独沙丁胺醇治疗轻度哮喘的疗效比较。
IF 2.2 3区 医学 Q1 EMERGENCY MEDICINE Pub Date : 2026-01-10 DOI: 10.1016/j.ajem.2026.01.010
Rachel E Bridwell, Ali Pourmand, Michael Gottlieb, Brit Long
{"title":"Practice changing articles: Efficacy of albuterol-budesonide inhaler compared with albuterol alone in mild asthma.","authors":"Rachel E Bridwell, Ali Pourmand, Michael Gottlieb, Brit Long","doi":"10.1016/j.ajem.2026.01.010","DOIUrl":"https://doi.org/10.1016/j.ajem.2026.01.010","url":null,"abstract":"","PeriodicalId":55536,"journal":{"name":"American Journal of Emergency Medicine","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
American Journal of Emergency Medicine
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1