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Enhancing personalized anesthesia plans in cardiac surgery with AI: ChatGPT's advantages and the imperative for clinical oversight 人工智能在心脏手术中加强个性化麻醉计划:ChatGPT的优势和临床监督的必要性
Pub Date : 2026-01-08 DOI: 10.1007/s44254-025-00140-3
Zheng Chen, Yuxin Gao, Shiyao Gu, Zhengping Yong, Li Lei, Ruixuan Wang, Qian Lei, Si Zeng

Purpose

To compare ChatGPT, a general-purpose large language model (LLM), with OpenBioLLM, a domain-specific biomedical model, in generating clinically appropriate anesthesia plans, and to assess the impact of advanced prompt engineering (PE).

Methods

A comparative observational study analyzing anonymized clinical records of 100 cardiac surgery patients using three LLMs under simple querying and PE. Plans were evaluated by anesthesiologists using a double-blind approach. The main outcome measures included clinical alignment, reasoning quality, medication selection, dosage accuracy, omissions, and risk of harm. Scores were rated on a 5-point Likert scale by both experienced and trainee anesthesiologists, and differences analyzed via paired t-tests and analysis of variance.

Results

In clinical matching accuracy, logical reasoning, medication selection, and safety evaluation metrics, ChatGPT consistently outperformed OpenBioLLM. GPT-4o demonstrated superior performance compared to GPT-3.5, with significant performance enhancements achieved through prompt optimization. Both physician groups reported notable improvements in their average scores for the ChatGPT model when utilizing advanced PE, whereas OpenBioLLM showed comparatively smaller score improvements.

Conclusion

ChatGPT’s adaptability and clinical accuracy, enhanced by PE, make it a valuable tool for anesthesia planning, especially in resource-limited settings. However, over-reliance on AI by less experienced clinicians poses risks, underscoring the need for physician oversight and tailored training. Further research is necessary to validate these findings across diverse clinical scenarios.

目的比较通用大型语言模型(LLM) ChatGPT与特定领域生物医学模型OpenBioLLM在生成临床合适的麻醉计划方面的差异,并评估先进提示工程(PE)的影响。方法对100例心脏手术患者使用3种LLMs进行简单查询和PE的匿名临床记录进行对比观察研究。麻醉医师采用双盲方法对方案进行评估。主要结局指标包括临床一致性、推理质量、药物选择、剂量准确性、遗漏和危害风险。由经验丰富的麻醉师和见习麻醉师以5分Likert量表评分,并通过配对t检验和方差分析分析差异。结果在临床匹配准确性、逻辑推理、药物选择和安全性评价指标方面,ChatGPT始终优于OpenBioLLM。与GPT-3.5相比,gpt - 40表现出了卓越的性能,通过及时优化实现了显著的性能增强。两组医生都报告说,在使用高级PE时,他们的ChatGPT模型的平均得分有了显著提高,而OpenBioLLM的得分提高相对较小。结论chatgpt的适应性和临床准确性,在PE的作用下得到了提高,是一种有价值的麻醉规划工具,特别是在资源有限的情况下。然而,经验不足的临床医生对人工智能的过度依赖带来了风险,强调了医生监督和量身定制培训的必要性。进一步的研究需要在不同的临床情况下验证这些发现。
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引用次数: 0
Optimizing anesthesia to enhance transcatheter aortic valve replacement outcomes 优化麻醉以提高经导管主动脉瓣置换术的效果
Pub Date : 2026-01-07 DOI: 10.1007/s44254-025-00127-0
Jiaxin Liu, Wei Xiong, Ying Chen, Hengrui Liu, Xia Feng

Since its introduction in 2002, transcatheter aortic valve replacement (TAVR) has gained rapid worldwide adoption, significantly increasing the survival rates of high-risk surgical patients. As key members of the multidisciplinary TAVR team, anesthesiologists play a crucial role in perioperative care. Initially, anesthesiologists administered general endotracheal anesthesia, maintained hemodynamic stability, monitored cardiac function with transesophageal echocardiography, and managed adverse events. Improvements in techniques and valve design have expanded TAVR indications, enabling minimally invasive procedures. As a result, anesthesia practices have shifted from general anesthesia to monitored anesthesia care or local anesthesia. Today, anesthesia efforts focus on refining perioperative strategies to improve patient comfort while reducing complications, length of hospital stay, costs, and mortality. These developments highlight the essential role of anesthesiologists in optimizing TAVR outcomes.

自2002年推出以来,经导管主动脉瓣置换术(transcatheter aortic valve replacement, TAVR)在世界范围内得到了迅速的应用,显著提高了高危手术患者的生存率。作为多学科TAVR团队的关键成员,麻醉师在围手术期护理中发挥着至关重要的作用。最初,麻醉师给予气管内全身麻醉,维持血流动力学稳定,用经食管超声心动图监测心功能,并处理不良事件。技术和瓣膜设计的改进扩大了TAVR适应症,使微创手术成为可能。因此,麻醉实践已经从全身麻醉转向监测麻醉护理或局部麻醉。今天,麻醉工作的重点是改进围手术期策略,以提高患者的舒适度,同时减少并发症,住院时间,成本和死亡率。这些发展突出了麻醉师在优化TAVR结果中的重要作用。
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引用次数: 0
Acupuncture anesthesia: history, dilemma and future 针刺麻醉:历史、困境与未来
Pub Date : 2026-01-07 DOI: 10.1007/s44254-025-00153-y
Wenyin Yang, Zihan Mi, Guojie Wang, Zisen Tian, Gerhard Litscher, Tiancheng Xu

Ancient China has a rich history of acupuncture anesthesia (AA), with both theoretical and clinical foundations that were notably effective in the 1970s. This paper provides an in-depth analysis of AA's historical context and clinical applications, juxtaposing it with conventional anesthesia methods. It also aims to forecast the future trajectory of AA and examine the factors influencing its evolution. Despite experiencing a decline after its peak—primarily due to the precision, effectiveness, visibility, and cost-effectiveness of conventional anesthesia—AA's potential remains significant. Its application in perioperative period has been demonstrated to significantly reduce side effects associated with traditional methods, leading to improved clinical outcomes. However, in recent years, the concept of AA has been associated with perioperative acupuncture. There are numerous successful AA cases reported worldwide, and the field is in urgent need of continuously being evaluated and refined to keep pace with modern medical advancements and societal needs. This nonsystematic narrative review manifests the potential for further development in AA is considerable, and ongoing research and integration efforts suggest a promising future for this ancient practice in contemporary medicine.

中国古代有着丰富的针灸麻醉历史,其理论和临床基础在20世纪70年代尤为有效。本文深入分析了AA的历史背景和临床应用,并将其与传统麻醉方法进行了比较。预测未来AA的发展轨迹,探讨影响AA发展的因素。尽管在其高峰后经历了下降,主要是由于传统麻醉的精确性、有效性、可视性和成本效益,但aa的潜力仍然很大。其在围手术期的应用已被证明可以显著减少与传统方法相关的副作用,从而改善临床结果。然而,近年来,AA的概念已与围手术期针灸联系在一起。世界范围内报道了许多成功的AA病例,该领域迫切需要不断进行评估和改进,以跟上现代医学进步和社会需求的步伐。这一非系统的叙述性回顾表明,AA的进一步发展潜力是可观的,正在进行的研究和整合工作表明,这一古老的实践在当代医学中有着光明的未来。
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引用次数: 0
Current updates in perioperative care for patients with chronic liver disease 慢性肝病患者围手术期护理的最新进展
Pub Date : 2026-01-06 DOI: 10.1007/s44254-025-00143-0
Mayura Thilanka Iddagoda, Sherman Picardo, Leon Flicker

Patients with chronic liver disease (CLD) are at increased risk of adverse perioperative outcomes. Effective preoperative risk stratification and optimization are critical to minimizing perioperative complications. This article summarizes key aspects of perioperative care in patients with CLD, including pathophysiology, preoperative risk assessment, and evidence-based perioperative care strategies. For patients with hepatocellular carcinoma require liver resection, a multidisciplinary approach is recommended to optimize surgical candidacy and outcomes. In addition, altered bioavailability of opioids and other analgesics necessitates individualized postoperative pain management, emphasizing multimodal approaches tailored to hepatic function.

Graphical Abstract

慢性肝病(CLD)患者围手术期不良预后的风险增加。有效的术前风险分层和优化是减少围手术期并发症的关键。本文总结了CLD患者围手术期护理的关键方面,包括病理生理学、术前风险评估和循证围手术期护理策略。对于需要肝切除术的肝细胞癌患者,建议采用多学科方法来优化手术候选人和结果。此外,阿片类药物和其他镇痛药的生物利用度改变需要个性化的术后疼痛管理,强调针对肝功能量身定制的多模式方法。图形抽象
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引用次数: 0
Ultrasound-guided ilioinguinal-iliohypogastric nerve block versus intravenous tramadol for preventing catheter-related bladder discomfort after transurethral prostate surgery: a randomized controlled trial 超声引导髂腹股沟-髂胃下神经阻滞与静脉曲马多预防经尿道前列腺手术后导管相关性膀胱不适:一项随机对照试验
Pub Date : 2026-01-06 DOI: 10.1007/s44254-025-00148-9
Hongbo Wang, Xianda Zhao, Suwen Hu, Xiyue Zhao, Liangrong Wang

Purpose

Patients undergoing transurethral prostate surgery often experience catheter-related bladder discomfort (CRBD), which can significantly impairs postoperative recovery. The anatomical convergence between the ilioinguinal and iliohypogastric (II-IH) nerve pathways (T12–L2) and the bladder innervation provides a rationale for evaluating the II-IH nerve block as a potential treatment. This study aimed to investigate the efficacy of ultrasound-guided II-IH nerve block versus intravenous tramadol in reducing postoperative CRBD.

Methods

Ninety-four patients undergoing transurethral prostate surgery were equally randomized to receive either 1.5 mg/kg intravenous tramadol or bilateral ultrasound-guided II-IH nerve block with 15 mL of 0.375% ropivacaine per side before extubation. Intravenous tramadol was used as rescue medication for moderate-to-severe CRBD. The primary outcome was the overall incidence of CRBD within postoperative 24 h. Secondary outcomes included CRBD severity, pain scores, adverse events, patient satisfaction, hospitalization duration, and International Prostate Symptom Scores (IPSSs).

Results

The overall incidence of CRBD within postoperative 24 h was 56.5% in the II-IH block group versus 65.2% in the tramadol group, with an absolute risk difference of −8.70% (95% confidential interval: −24.71% to 10.92%; p = 0.393). Secondary outcomes, including the incidence of moderate-to-severe CRBD, pain scores at all assessed timepoints, rescue tramadol use, length of hospitalization, and IPSSs were comparable between the two groups (all p > 0.05). However, the II-IH block group demonstrated significantly lower incidences of adverse events (including nausea and vomiting, headache, dizziness, and dry mouth) and a higher proportion of extremely satisfied patients (all p < 0.05). Importantly, no nerve block-related complications were observed in the II-IH block group.

Conclusions

Ultrasound-guided II-IH nerve block appeared to be a comparable alternative to intravenous tramadol for reducing CRBD after transurethral prostate surgery, while offering a more favorable safety profile and higher patient satisfaction.

Trial registration

Chinese Clinical Trial Registry, ChiCTR2300078552. Registered 12 December 2023, https://www.chictr.org.cn/showproj.html?proj=209712

目的经尿道前列腺手术患者常出现导管相关性膀胱不适(CRBD),严重影响术后恢复。髂腹股沟和髂腹下(II-IH)神经通路(T12-L2)与膀胱神经支配之间的解剖收敛性为评估II-IH神经阻滞作为潜在治疗方法提供了依据。本研究旨在探讨超声引导下II-IH神经阻滞与静脉曲马多在减少术后CRBD中的疗效。方法将94例经尿道前列腺手术患者随机分为两组,一组为1.5 mg/kg静脉曲马多,另一组为超声引导双侧ⅱ-ⅱ神经阻滞,每侧0.375%罗哌卡因15 mL,拔管前阻滞。静脉注射曲马多作为中重度CRBD的抢救用药。主要结局是术后24小时内CRBD的总发生率。次要结局包括CRBD严重程度、疼痛评分、不良事件、患者满意度、住院时间和国际前列腺症状评分(ipss)。结果II-IH阻滞组术后24 h内CRBD总发生率为56.5%,曲马多组为65.2%,绝对风险差为- 8.70%(95%保密区间:- 24.71% ~ 10.92%,p = 0.393)。次要结局,包括中重度CRBD的发生率、所有评估时间点的疼痛评分、救援曲马多的使用、住院时间和ipss在两组之间具有可比性(均p >; 0.05)。然而,II-IH阻断组不良事件(恶心呕吐、头痛、头晕、口干)发生率明显较低,极满意患者比例较高(均p <; 0.05)。重要的是,II-IH阻滞组未观察到神经阻滞相关并发症。结论超声引导下II-IH神经阻滞与静脉曲马多相比,可有效降低经尿道前列腺手术后CRBD的发生率,同时具有更佳的安全性和更高的患者满意度。中国临床试验注册中心,ChiCTR2300078552。2023年12月12日注册,https://www.chictr.org.cn/showproj.html?proj=209712
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引用次数: 0
A systematic review and meta-analysis on ketamine use and postoperative delirium in older patients undergoing spine or orthopedic surgery 老年脊柱或骨科手术患者氯胺酮使用与术后谵妄的系统回顾和荟萃分析。
Pub Date : 2026-01-05 DOI: 10.1007/s44254-025-00145-y
Andrew Sretavan, Marc Buren, Peggy Tahir, Jacqueline M. Leung

Purpose

Postoperative delirium (POD) is common in older adults following major surgery. Ketamine has opioid-sparing properties and potential neuroprotective effects, yet whether intraoperative ketamine reduces the incidence of postoperative delirium remains uncertain. This systematic review aims to determine whether ketamine use is associated with a lower incidence of POD in older patients undergoing spine or orthopedic surgery.

Methods

We conducted comprehensive searches in PubMed, Web of Science, EMBASE, Cochrane CENTRAL, and CINAHL Complete from inception to June 26, 2025. Both keywords and index terms (Mesh/EMTREE) were used to develop broad and sensitive searches tailored to each database to retrieve all relevant articles. EMBASE results were limited to articles and articles in press. Eligible studies included patients aged ≥ 60 years undergoing surgery with intraoperative ketamine administration and reporting POD as an outcome. Two reviewers independently screened studies, extracted data, assessed risk of bias, and performed quality appraisal using RoB 2 for randomized controlled trials (RCTs) and ROBINS-I for observational studies. Random-effects meta-analyses were performed to calculate odds ratios (ORs) with 95% confidence intervals (CIs).

Results

We included 24 studies in the final analysis and five specifically studied patients undergoing spine or orthopedic surgery. The effect of ketamine on POD showed an OR of 1.50 (95% CI 0.38–5.91, P = 0.56 random effects model) for the two RCTs. Including the additional three cohort studies was marginally associated with an increase in the occurrence of postoperative delirium, OR 1.30 (95% CI 1.01–1.67), P = 0.0425. However, the imprecision of the studies was deemed to be serious due to small sample sizes, and only two were RCTs.

Conclusions

This systematic review and meta-analysis did not find a statistically significant association between intraoperative ketamine use and POD in older patients undergoing spine or orthopedic surgery in the RCTs. However, because of the small number of available studies together with imprecision, this conclusion should only be considered as preliminary. Larger, high-quality randomized trials are needed to determine whether ketamine influences POD risk and to assess different dosing strategies for their effects on postoperative cognitive outcomes in older adults.

目的:术后谵妄(POD)在老年人大手术后很常见。氯胺酮具有阿片类药物节约特性和潜在的神经保护作用,但术中氯胺酮是否能降低术后谵妄的发生率仍不确定。本系统综述旨在确定氯胺酮的使用是否与接受脊柱或骨科手术的老年患者POD发生率较低有关。方法:我们在PubMed、Web of Science、EMBASE、Cochrane CENTRAL和CINAHL Complete中进行了从成立到2025年6月26日的综合检索。关键词和索引词(Mesh/EMTREE)被用于开发针对每个数据库的广泛而敏感的搜索,以检索所有相关文章。EMBASE结果仅限于文章和已发表的文章。符合条件的研究包括年龄≥60岁的手术患者,术中给予氯胺酮并报告POD为结果。两位审稿人独立筛选研究,提取数据,评估偏倚风险,并对随机对照试验(rct)使用rob2进行质量评价,对观察性研究使用ROBINS-I进行质量评价。随机效应荟萃分析以95%置信区间(ci)计算优势比(ORs)。结果:我们在最终分析中纳入了24项研究,其中5项专门研究了接受脊柱或骨科手术的患者。氯胺酮对POD影响的OR为1.50 (95% CI 0.38 ~ 5.91, P = 0.56随机效应模型)。纳入另外三项队列研究与术后谵妄发生率的增加有轻微相关性,OR为1.30 (95% CI 1.01-1.67), P = 0.0425。然而,由于样本量小,研究的不精确性被认为是严重的,只有两项是随机对照试验。结论:本系统综述和荟萃分析未发现rct中接受脊柱或骨科手术的老年患者术中氯胺酮使用与POD之间有统计学意义的关联。然而,由于现有的研究数量少且不精确,该结论仅应被视为初步结论。需要更大规模、高质量的随机试验来确定氯胺酮是否会影响POD风险,并评估不同剂量策略对老年人术后认知结果的影响。补充信息:在线版本包含补充资料,提供地址为10.1007/s44254-025-00145-y。
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引用次数: 0
Procedural sedation and analgesia in the emergency department: a review of current practices and clinical implications 急诊科的程序性镇静和镇痛:当前实践和临床意义的回顾
Pub Date : 2026-01-04 DOI: 10.1007/s44254-025-00129-y
Burcu Özen Karabulut, Metin Akgün

This review provides an evidence-based overview of procedural sedation and analgesia (PSA) practices in emergency department settings, addressing pharmacologic agent selection, monitoring strategies, pediatric- and adult-specific considerations, and current guideline recommendations to support safe and effective PSA across diverse clinical scenarios. Literature published between 2014 and 2024 was reviewed using PubMed, Cochrane Library, Embase, Scopus, and Web of Science, with inclusion limited to English-language, full-text human studies of methodological quality and clinical relevance. Ketamine, propofol, midazolam, and fentanyl remain the most commonly used agents, often administered in combination to balance efficacy and adverse effects, while newer agents such as remimazolam, esketamine, and ciprofol are emerging but lack robust evidence in emergency settings. In pediatric populations, noninvasive administration routes and age-appropriate dosing are emphasized, and adherence to guidelines is consistently associated with improved procedural standardization and patient safety. Point-of-care ultrasound has gained increasing prominence in monitoring strategies, complementing established practices. Overall, when guided by appropriate patient selection, careful pharmacologic planning, and adherence to evidence-based protocols, PSA can be safely and effectively performed in emergency care, and the integration of standardized training, clinical guidelines, and novel monitoring tools will be critical for optimizing outcomes across diverse patient populations. 

本文综述了急诊部门程序性镇静镇痛(PSA)实践的循证概述,涉及药物选择、监测策略、儿童和成人特异性考虑因素,以及当前的指南建议,以支持在不同临床情况下安全有效的PSA。使用PubMed、Cochrane Library、Embase、Scopus和Web of Science对2014年至2024年间发表的文献进行了综述,纳入的文献仅限于方法学质量和临床相关性的英文全文人类研究。氯胺酮、异丙酚、咪达唑仑和芬太尼仍然是最常用的药物,通常联合使用以平衡疗效和不良反应,而雷马唑仑、艾氯胺酮和环丙酚等较新的药物正在出现,但在紧急情况下缺乏有力的证据。在儿科人群中,强调无创给药途径和与年龄相适应的给药方式,并始终坚持与改进的程序标准化和患者安全相关的指南。点护理超声在监测策略中越来越突出,补充了既定的做法。总的来说,在适当的患者选择、仔细的药理学计划和遵守循证方案的指导下,PSA可以在急诊护理中安全有效地进行,标准化培训、临床指南和新型监测工具的整合对于优化不同患者群体的结果至关重要。
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引用次数: 0
Research progress and future perspective in anaesthesiology 麻醉学的研究进展与展望
Pub Date : 2025-12-12 DOI: 10.1007/s44254-025-00159-6
Junhao Long, Jinpiao Zhu, Daqing Ma

Anaesthesiology is evolving from a clinical-based discipline focused primarily on maintaining intraoperative safety into an evidence-based perioperative medicine that emphasizes comprehensive patient care throughout before, during and after surgery journey. This shift has given rise to several important interdisciplinary research directions, which warrant systematic summarisation to better define future perspectives. In this review, we discuss four key intersecting domains: anaesthesia and neuroscience, perioperative organ protection, anaesthesia and cancer, and anaesthesia therapy. Furthermore, based on emerging establishment of perioperative medicine databases that integrate diverse-source data and leverage artificial intelligence for large-scale data analysis, we propose four new perspectives of anaesthesiology including personalized and perioperative management strategy, anaesthetic and organ-protective drugs, anaesthesia techniques and intelligent devices.

Graphical Abstract

麻醉学正从一门以临床为基础的学科,主要关注维持术中安全,发展成为一门以证据为基础的围手术期医学,强调术前、术中和术后对患者的全面护理。这种转变产生了几个重要的跨学科研究方向,它们需要系统的总结,以更好地定义未来的前景。在这篇综述中,我们讨论了四个关键的交叉领域:麻醉与神经科学,围手术期器官保护,麻醉与癌症,以及麻醉治疗。此外,基于整合多种来源数据并利用人工智能进行大规模数据分析的围手术期医学数据库的建立,我们提出了麻醉学的个性化及围手术期管理策略、麻醉及器官保护药物、麻醉技术和智能设备四个新视角。图形抽象
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引用次数: 0
A practical and explainable machine learning model based on conventional clinical features for predicting mortality in patients with sepsis 基于传统临床特征预测败血症患者死亡率的实用且可解释的机器学习模型
Pub Date : 2025-12-12 DOI: 10.1007/s44254-025-00157-8
Xintong Huang, Yingxu Chen, Tongda Li, Lisirui Ge, Lu Yang, Tao Peng, Guangxiang Chen, Maohua Wang

Purpose

Sepsis is a complex and life-threatening condition that arises from an abnormal and dysregulated host response to an infection. Developing a practical and interpretable machine learning model to predict mortality in patients with sepsis is essential. To address the limitations of existing sepsis mortality prediction models (insufficient validation and limited interpretability), we developed a streamlined extreme gradient boosting (XGBoost) model that predicts mortality risk using only 7 routine clinical features.

Methods

Medical Information Mart for Intensive Care-IV (MIMIC-IV) data were used to train and internally validate our model. External validation was performed using the eICU-Collaborative Research Database (eICU-CRD). The area under the receiver operating characteristic curve (AUC) was used as the key evaluation index. Differences in model performances were assessed using DeLong's test. The optimal model was simplified using a recursive feature elimination algorithm, and model interpretability was evaluated using SHAP.

Results

Our 7-feature model demonstrated strong performance across training (AUC 0.920), internal validation (AUC 0.900) and external validation (AUC 0.839) cohorts. The selected features—platelet count (at discharge), leukocyte levels (post-antibiotic therapy and at discharge), BUN (post-antibiotic therapy), anion gap (post-antibiotic therapy and at discharge), and ICU length of stay—are objective (eliminating subjective/recall bias) and readily available in clinical practice. SHAP analysis showed that the prognostic contributions of these variables differed before and after antibiotic treatment.

Conclusion

The XGBoost model, built on 7 routine and objective clinical features, quantifies inter-feature relationships to provide mortality risk and treatment thresholds, thereby enabling clinicians to formulate evidence-based therapeutic strategies.

脓毒症是一种复杂且危及生命的疾病,由宿主对感染的异常和失调反应引起。开发一种实用且可解释的机器学习模型来预测败血症患者的死亡率至关重要。为了解决现有脓毒症死亡率预测模型的局限性(验证不足和可解释性有限),我们开发了一个流线型的极端梯度增强(XGBoost)模型,该模型仅使用7个常规临床特征来预测死亡风险。方法使用重症监护医学信息市场- iv (MIMIC-IV)数据对我们的模型进行训练和内部验证。外部验证使用eicu -协作研究数据库(eICU-CRD)进行。以受试者工作特征曲线下面积(AUC)为主要评价指标。采用DeLong’s检验评估模型性能差异。采用递归特征消去算法对最优模型进行简化,并采用SHAP对模型可解释性进行评价。结果我们的7个特征模型在训练队列(AUC 0.920)、内部验证队列(AUC 0.900)和外部验证队列(AUC 0.839)中均表现出较强的性能。所选择的特征——血小板计数(出院时)、白细胞水平(抗生素治疗后和出院时)、尿素氮(抗生素治疗后)、阴离子间隙(抗生素治疗后和出院时)和ICU住院时间——是客观的(消除主观/回忆偏差),在临床实践中很容易获得。SHAP分析显示,这些变量在抗生素治疗前后的预后贡献有所不同。结论XGBoost模型基于7个常规客观临床特征,量化特征间关系,提供死亡风险和治疗阈值,帮助临床医生制定循证治疗策略。
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引用次数: 0
Retinal nerve fiber layer thinning as a predictor of delirium in medical and surgical patients: a prospective cohort study 视网膜神经纤维层变薄作为内科和外科患者谵妄的预测因素:一项前瞻性队列研究
Pub Date : 2025-12-11 DOI: 10.1007/s44254-025-00158-7
Xiaoxiao Wang, Xinning Mi, Yichen Cui, Jingshu Hong, Zhuzhu Li, Yimei Cai, Xiangyang Guo, Nan Li, Zhengqian Li

Purpose

Emerging evidence suggests that retinal changes may indicate brain disorders. However, the association between retinal nerve fiber layer (RNFL) thickness and delirium risk has not been investigated. This study examined whether reduced RNFL thickness could predict an increased risk of delirium.

Methods

A total of 42,449 participants without a history of delirium were recruited from the UK Biobank. Optical coherence tomography (OCT) was used for RNFL thickness measurement. Cox proportional hazard models were applied to calculate hazard ratios and 95% confidence intervals for incident delirium risk.

Results

Over a median follow-up of 13.7 years, 1.0% of participants (425) developed delirium. Each 5-μm decrease in RNFL thickness was associated with a 13.6% higher hazard of delirium. The lowest RNFL tertile was linked to a 47.7% higher hazard compared to the highest tertile. A similar correlation was observed for postoperative delirium.

Conclusion

Reduced RNFL thickness is associated with increased delirium risk, highlighting the potential of OCT-based RNFL measurements as a non-invasive tool to identify potential delirium patients.

目的:越来越多的证据表明,视网膜的变化可能预示着脑部疾病。然而,视网膜神经纤维层(RNFL)厚度与谵妄风险之间的关系尚未得到研究。这项研究考察了RNFL厚度的减少是否可以预测谵妄风险的增加。方法从英国生物银行(UK Biobank)招募无谵妄史的42449名受试者。光学相干层析成像(OCT)用于RNFL厚度测量。应用Cox比例风险模型计算突发谵妄风险的风险比和95%置信区间。结果在中位13.7年的随访中,1.0%的参与者(425人)出现谵妄。RNFL厚度每减少5 μm,谵妄的风险增加13.6%。与最高的肥料相比,最低的肥料的危害要高出47.7%。术后谵妄也有类似的相关性。结论RNFL厚度减少与谵妄风险增加相关,这突出了基于oct的RNFL测量作为识别潜在谵妄患者的非侵入性工具的潜力。
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Anesthesiology and Perioperative Science
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