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Postoperative Delerium Associated with Autologous vs Allogeneic Blood Transfusion in Elderly Hip Arthroplasty Patients Undergoing Combined Spinal-Epidural Anesthesia: A Single-Center Retrospective Study. 脊柱-硬膜外联合麻醉老年髋关节置换术患者术后自体与异体输血相关谵妄:一项单中心回顾性研究。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-19 DOI: 10.12659/MSM.951569
Xianting Ke, Juan Peng, Yang Liu, Yi Liu

BACKGROUND Postoperative delirium (POD) is a clinically significant complication in elderly orthopedic patients that is associated with adverse outcomes and may be differentially affected by transfusion type. However, systematic comparisons in hip arthroplasty (HA) patients remain limited. This study evaluated the effect of 2 types of intraoperative blood transfusions on the incidence of POD in elderly patients undergoing HA. MATERIAL AND METHODS We retrospectively analyzed the medical records of 544 elderly patients (age ≥65 years) who underwent HA with intraoperative transfusion at our orthopedic center between 2018 and April 2025. Baseline characteristics were balanced between groups using inverse probability of treatment weighting (IPTW) derived from propensity score matching. The primary outcome was the incidence of POD, while secondary outcomes included postoperative complications such as deep vein thrombosis and pulmonary infection, as well as the length of hospital stay. RESULTS Following IPTW adjustment, generalized linear regression analysis revealed that the autologous transfusion group had a significantly lower incidence of POD compared to the allogeneic transfusion group (4.2% vs 11.9%; adjusted OR=0.32, 95% CI: 0.13-0.79, P=0.014). No significant differences were found between the groups in secondary outcomes. CONCLUSIONS This study suggests that autologous transfusion is associated with a significantly reduced risk of POD compared to allogeneic transfusion in elderly patients undergoing HA. These results indicate that autologous transfusion may be the best alternative for this patient population, although further large-scale studies are necessary to validate its definitive clinical benefits.

背景术后谵妄(POD)是老年骨科患者的临床重要并发症,与不良结局相关,输血类型对其影响可能不同。然而,髋关节置换术(HA)患者的系统比较仍然有限。本研究评价两种术中输血方式对老年HA患者POD发生率的影响。材料和方法我们回顾性分析了2018年至2025年4月在我们骨科中心接受HA术中输血的544例老年患者(年龄≥65岁)的病历。使用由倾向评分匹配得出的治疗加权逆概率(IPTW)来平衡各组之间的基线特征。主要结局是POD的发生率,次要结局包括术后并发症,如深静脉血栓形成和肺部感染,以及住院时间。结果经IPTW校正后,广义线性回归分析显示,自体输血组POD发生率明显低于异体输血组(4.2% vs 11.9%;校正OR=0.32, 95% CI: 0.13-0.79, P=0.014)。两组间次要结果无显著差异。结论:本研究表明,与异体输血相比,接受HA的老年患者自体输血可显著降低POD的风险。这些结果表明自体输血可能是这类患者的最佳选择,尽管需要进一步的大规模研究来验证其明确的临床益处。
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引用次数: 0
Comparison of Active Knee Flexion Angles With and Without Tibiofemoral Joint Rotation Control Between Individuals With and Without Patellofemoral Pain Syndrome. 髌股疼痛综合征患者与非髌股疼痛综合征患者膝关节主动屈曲角度的比较。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-18 DOI: 10.12659/MSM.950451
Ju-Hee Park, Gyeong-Tae Gwak, Ui-Jae Hwang, Jong-Hyuck Weon, Oh-Yun Kwon

BACKGROUND Patellofemoral pain (PFP) syndrome is a common cause of anterior knee pain. Excessive tibial external rotation during knee flexion increases patellofemoral stress, and uncontrolled tibiofemoral rotation is associated with PFP syndrome. Assessing knee flexion with and without tibiofemoral joint rotation control (TFRC) may help clinicians detect impaired rotational control and guide interventions. However, few studies have compared knee flexion angles under both conditions between individuals with and without PFP syndrome. This study compared active knee flexion angles with and without TFRC and evaluated tibial external rotation using the distance between the examination table and the lateral malleolus (DBTL). MATERIAL AND METHODS A total of 24 male participants (12 with PFP and 12 without PFP) underwent knee flexion angle assessments under both TFRC and non-TFRC conditions. To minimize hip movement, the examiner manually stabilized the femoral epicondyle of the test leg to keep the patella facing forward. DBTL was measured during knee flexion without TFRC to assess tibial external rotation. Data were analyzed using a 2-way repeated-measures analysis of variance (ANOVA) for knee flexion angles and independent t-tests for DBTL comparisons. RESULTS No significant differences in knee flexion angles were observed without TFRC. However, with TFRC, the PFP group exhibited significantly reduced knee flexion angles (P<0.01). The PFP group also showed significantly higher DBTL (P<0.01), indicating greater tibial external rotation. CONCLUSIONS These results suggest that uncontrolled tibiofemoral joint rotation may represent a characteristic movement pattern in individuals with PFP and underscore the importance of considering TFRC in clinical assessments in PFP syndrome.

髌骨股痛(PFP)综合征是膝关节前侧疼痛的常见原因。膝关节屈曲时过度的胫骨外旋增加髌骨股骨应力,不受控制的胫骨股骨旋转与PFP综合征有关。评估膝关节屈曲有无胫股关节旋转控制(TFRC)可以帮助临床医生发现受损的旋转控制和指导干预。然而,很少有研究比较有和没有PFP综合征的个体在两种情况下的膝关节屈曲角度。本研究比较了有和没有TFRC的膝关节活动屈曲角度,并利用检查台与外踝(DBTL)之间的距离评估胫骨外旋。材料和方法共有24名男性参与者(12名有PFP, 12名没有PFP)在TFRC和非TFRC条件下进行膝关节屈曲角度评估。为了尽量减少髋关节活动,检查者手动稳定试验腿的股上髁,使髌骨朝向前方。在没有TFRC的膝关节屈曲期间测量DBTL以评估胫骨外旋。数据分析采用双向重复测量方差分析(ANOVA)的膝关节屈曲角度和独立t检验的DBTL比较。结果:无TFRC组膝关节屈曲角度无明显差异。然而,对于TFRC, PFP组表现出明显降低的膝关节屈曲角度(P
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引用次数: 0
Reference Accuracy in Large Language Model Chatbots: A Metric for Inherent Misinformation? 大型语言模型聊天机器人的参考准确性:固有错误信息的度量?
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-17 DOI: 10.12659/MSM.950916
Małgorzata Pastucha, Henryk Skarżyński, Krzysztof Kochanek, W Wiktor Jedrzejczak

BACKGROUND We suggest that testing a large language model (LLM) chatbot in terms of the accuracy of the references it provides could be a powerful, quantifiable means of rating its inherent degree of misinformation, since the accuracy of the bibliographic data can be directly verified. Given the growing reliance on artificial intelligence (AI) tools in academic research and clinical decision-making, such a rating could be extremely useful. MATERIAL AND METHODS In this study, we compared 3 versions of ChatGPT and 3 versions of Gemini by asking them to provide references about 25 highly cited topics in otorhinolaryngology (those with "guidelines" in the title). Answers were sought on 3 consecutive days to assess the variability and consistency of responses. In total, the 6 chatbots returned 1947 references, which were carefully checked against PubMed, Web of Science, and Google Scholar, and rated according to accuracy. Ratings were given based on correct authorship, complete bibliographic details, and proper DOI numbers. RESULTS Common discrepancies noted were wrong author names and erroneous DOI numbers. Across the 6 chatbots, ChatGPT-4.1 (with web search enabled) achieved the best accuracy, with a score of 51%, with Gemini 2.5 Pro being second at 41%. The 2 versions with a web search facility performed better than the 4 versions without. Topics having higher citation counts were associated with lower error rates, suggesting that more widely disseminated scientific findings result in more accurate references. CONCLUSIONS Our findings provide a solid benchmark for rating AI-driven bibliographic retrieval and underline the need for further refinement before these tools can be reliably integrated into academia and clinical applications.

我们建议,测试大型语言模型(LLM)聊天机器人提供的参考文献的准确性可能是一种强大的、可量化的方法,可以评估其固有的错误信息程度,因为书目数据的准确性可以直接验证。鉴于学术研究和临床决策越来越依赖人工智能(AI)工具,这样的评级可能非常有用。材料和方法在本研究中,我们比较了3个版本的ChatGPT和3个版本的Gemini,要求他们提供25个耳鼻喉科高被引主题的参考文献(标题中有“指南”)。在连续3天内寻求答案,以评估反应的可变性和一致性。6个聊天机器人总共返回了1947个参考文献,这些参考文献经过PubMed、Web of Science和b谷歌Scholar的仔细检查,并根据准确性进行评分。评分基于正确的作者身份、完整的书目细节和正确的DOI号。结果常见的差异是作者姓名和DOI号错误。在6个聊天机器人中,ChatGPT-4.1(支持网络搜索)的准确率最高,达到51%,Gemini 2.5 Pro排名第二,达到41%。有网络搜索功能的2个版本比没有的4个版本表现得更好。高引用次数的主题与低错误率相关,这表明更广泛传播的科学发现导致更准确的参考文献。结论:我们的研究结果为评估人工智能驱动的书目检索提供了坚实的基准,并强调了在将这些工具可靠地集成到学术界和临床应用之前需要进一步改进。
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引用次数: 0
Sources and Metabolism of D-Amino Acids and Their Roles as Biomarkers in Kidney Disease: A Review. d -氨基酸的来源和代谢及其在肾脏疾病中作为生物标志物的作用综述
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-16 DOI: 10.12659/MSM.950486
Zhijian Zha, Yunyan Wan, Xiaofan Wu, Enze Lei, Tao Lu, Xuerong Zhang, Jianzhong Liu

The human body acquires D-amino acids from multiple sources, with intestinal microbiota being the most significant contributor, followed by dietary intake and limited synthesis within the nervous system. Microbiota-derived D-amino acids can either be excreted directly in feces or absorbed into the systemic circulation, thereby influencing host metabolism and immune responses. Dietary intake, particularly from fermented or processed foods, also contributes to circulating levels of D-amino acids. With advances in analytical methodologies such as chiral chromatography and high-resolution mass spectrometry, it is now possible to detect trace concentrations of D-amino acids in plasma, urine, and tissue samples, allowing their clinical relevance to be more fully appreciated. The kidney plays a critical role in regulating systemic D-amino acid balance, as it exhibits stereoselective handling by actively reabsorbing some and excreting others into urine. This selective regulation means that alterations in D-amino acid profiles can provide valuable insight into renal physiology and pathophysiology. Clinical studies have demonstrated that specific D-amino acid patterns, including increased fractional excretion of D-serine, are associated with diseases such as diabetic nephropathy, IgA nephropathy, and chronic kidney disease. Beyond serving as biomarkers, emerging evidence suggests that D-amino acids directly influence renal outcomes: excessive D-serine has been shown to cause tubular injury, while other microbiota-derived D-amino acids may modulate immunity or confer protection in acute kidney injury. This review aims to summarize the sources and metabolism of D-amino acids and their roles as biomarkers in kidney disease.

人体从多种来源获取d -氨基酸,其中肠道微生物群是最重要的来源,其次是饮食摄入和神经系统内有限的合成。微生物来源的d -氨基酸可以直接随粪便排出,也可以被体循环吸收,从而影响宿主的代谢和免疫反应。饮食摄入,特别是来自发酵或加工食品的摄入,也有助于d -氨基酸的循环水平。随着分析方法的进步,如手性色谱法和高分辨率质谱法,现在可以检测血浆、尿液和组织样本中的痕量d -氨基酸浓度,从而使其临床相关性得到更充分的认识。肾脏在调节全身d -氨基酸平衡中起着关键作用,因为肾脏通过主动重新吸收一些氨基酸并将其他氨基酸排泄到尿液中,表现出立体选择性处理。这种选择性调节意味着d -氨基酸谱的改变可以为肾脏生理学和病理生理学提供有价值的见解。临床研究表明,特定的d -氨基酸模式,包括d -丝氨酸的部分排泄增加,与糖尿病肾病、IgA肾病和慢性肾病等疾病有关。除了作为生物标志物,新出现的证据表明d -氨基酸直接影响肾脏预后:过量的d -丝氨酸已被证明会导致肾小管损伤,而其他微生物来源的d -氨基酸可能会调节免疫或在急性肾损伤中提供保护。本文综述了d -氨基酸的来源、代谢及其在肾脏疾病中作为生物标志物的作用。
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引用次数: 0
A Review of Recent Developments in Artificial Intelligence and Big Data Technologies for Ophthalmology Referrals and Clinical Practice. 人工智能和大数据技术在眼科转诊和临床实践中的最新进展综述。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-15 DOI: 10.12659/MSM.950686
Alfredo A Paredes, Raphael G Banoub, Gurnoor S Gill, Harnaina K Bains, Adiraj S Sibia, Harshal A Sanghvi, Shailesh K Gupta, Kakarla V Chalam

Ophthalmology is undergoing rapid transformation through the integration of smart technologies such as artificial intelligence (AI), big data analytics, and clinical decision support systems (CDSS). With increasing pressure to improve clinical efficiency and manage growing patient volumes, the potential for smart technologies to streamline ophthalmic care warrants more exploration. To date, smart technologies have demonstrated potential as practical adjunctive tools that support ophthalmic referrals and clinical practice in ophthalmology. Smart technologies that support ophthalmic referrals now include CDSS that contain algorithms with the capacity to more efficiently identify suspected ophthalmic diseases that may be urgent or require prompt treatment in the primary care setting, compared with traditional referral models. These approaches also include installation of AI-powered ophthalmic imaging machines and electronic health records-analytical packages in primary care offices, where they can be used to screen for structural, historical, or symptomatic manifestations of ophthalmic diseases requiring ophthalmologist evaluation. Meanwhile, smart technologies that support ophthalmology practices include AI and big data simulations for optimized patient encounter schedules and chatbot-facilitated appointment confirmations. Amidst a smart technology renaissance, review is needed to capture existing smart technologies to inform integration in the practices of ophthalmic and general practitioners. This article aims to review the clinical utility of emerging smart technology relevant to ophthalmic referrals and ophthalmology practice.

通过人工智能(AI)、大数据分析和临床决策支持系统(CDSS)等智能技术的整合,眼科正在经历快速转型。随着提高临床效率和管理不断增长的患者数量的压力越来越大,智能技术简化眼科护理的潜力值得更多的探索。迄今为止,智能技术已经证明了作为实用辅助工具的潜力,可以支持眼科转诊和眼科临床实践。与传统的转诊模式相比,支持眼科转诊的智能技术现在包括CDSS,其中包含能够更有效地识别疑似眼科疾病的算法,这些疾病可能是紧急的,或需要在初级保健环境中及时治疗。这些方法还包括在初级保健办公室安装人工智能眼科成像设备和电子健康记录分析包,用于筛查需要眼科医生评估的眼科疾病的结构、历史或症状表现。与此同时,支持眼科实践的智能技术包括人工智能和大数据模拟,用于优化患者就诊时间表和聊天机器人促进的预约确认。在智能技术复兴期间,需要审查现有的智能技术,以便为眼科和全科医生的实践整合提供信息。本文旨在回顾与眼科转诊和眼科实践相关的新兴智能技术的临床应用。
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引用次数: 0
Roles of the Altitude-Adapted Immune Microenvironment in Pulmonary Vascular Remodeling in High-Altitude Pulmonary Hypertension: A Review. 高原适应性免疫微环境在高海拔肺动脉高压患者肺血管重构中的作用
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-14 DOI: 10.12659/MSM.949962
Yonghui Li, Haijing Xing, Yunxing Liu, Fu Li, Dan Yang, Qian Miao, Huaan Li, Xinxing Li, Shuhang Yang, Yi Fu

High-altitude pulmonary hypertension (HAPH) is a debilitating condition caused by chronic hypobaric hypoxia at high altitudes, leading to progressive pulmonary vascular remodeling and right heart failure. The altitude-adapted immune microenvironment plays a pivotal but underappreciated role in HAPH progression: innate immune cells mediate early endothelial damage and proinflammatory signaling, while adaptive immune dysregulation sustains chronic inflammation. This review focuses on hypoxic-induced altitude-adapted immune microenvironment alterations - including immune cell phenotypic reprogramming, metabolic shifts, and spatial reorganization - and their roles in driving endothelial dysfunction, smooth muscle cell proliferation, and fibroblast activation. It also explores immune-cell crosstalk with vascular cells via paracrine signaling/extracellular vesicles, and highlights therapeutic strategies. This article aims to review the roles of hypoxia, inflammation, and oxidative stress in vascular remodeling in HAPH.

高原肺动脉高压(HAPH)是一种在高海拔地区由慢性低压缺氧引起的衰弱性疾病,可导致进行性肺血管重构和右心衰。海拔适应性免疫微环境在HAPH进展中起着关键但未被充分认识的作用:先天免疫细胞介导早期内皮损伤和促炎信号,而适应性免疫失调维持慢性炎症。本文综述了缺氧诱导的海拔适应性免疫微环境改变,包括免疫细胞表型重编程、代谢变化和空间重组,以及它们在驱动内皮功能障碍、平滑肌细胞增殖和成纤维细胞活化中的作用。它还探讨了免疫细胞通过旁分泌信号/细胞外囊泡与血管细胞的串扰,并强调了治疗策略。本文旨在综述缺氧、炎症和氧化应激在HAPH血管重构中的作用。
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引用次数: 0
Comparative Outcomes of Tricuspid-Dedicated Versus Non-Dedicated Devices in Transcatheter Tricuspid Edge-to-Edge Repair. 三尖瓣专用与非专用装置在经导管三尖瓣边缘修复中的比较结果。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.12659/MSM.950175
Adam Rdzanek, Adam Piasecki, Mariusz Tomaniak, Ewa Pędzich, Ewa Ostrowska, Paweł Pawłowicz, Agnieszka Kapłon-Cieślicka, Piotr Scisło

BACKGROUND Transcatheter tricuspid edge-to-edge repair (T-TEER) has expanded treatment options for tricuspid regurgitation (TR). The procedure was initially performed using systems designed for mitral valve repair, which were replaced by tricuspid-dedicated devices. This retrospective study compared outcomes of tricuspid-dedicated devices (TriClip or PASCAL) with a non-dedicated device (MitraClip) used for TR treatment. MATERIAL AND METHODS We analyzed data from 44 consecutive patients (mean age 74.7±7.5 years) who underwent T-TEER (2018-2024): 22 with non-dedicated (MitraClip) and 22 with dedicated systems (TriClip or PASCAL). The primary endpoint was technical success. Secondary endpoints included post-procedural TR≤ moderate, ≥2-grade TR reduction, peri-procedural complications, and 6-month mortality. RESULTS Baseline characteristics were largely balanced, although the non-dedicated group showed greater left-ventricular dysfunction. Technical success was significantly higher with dedicated systems (100% vs 77.3%, risk ratio 1.29; 95% CI 1.03-1.63; P=0.048) Post-procedural moderate or less TR and a reduction of ≥2 grades was achieved in 68.2% of patients with dedicated devices vs 31.8% with non-dedicated devices (risk ratio 2.14, 95% CI 1.09-4.21; P=0.02). Mortality during a 6-month follow-up was comparable between both cohorts (0.0% vs 9.1%; risk ratio 1.10; 95% CI 0.96-1.26; P=0.23). CONCLUSIONS Tricuspid-dedicated systems (TriClip or PASCAL) were associated with higher procedural success rates and greater TR reduction. They improved early outcomes and enabled the application of T‑TEER in a broader population of patients with less-advanced heart failure. Given the limited sample size and retrospective design, these findings should be interpreted with caution and regarded as exploratory and hypothesis-generating.

背景:经导管三尖瓣边缘到边缘修复(T-TEER)扩大了三尖瓣反流(TR)的治疗选择。该手术最初使用专为二尖瓣修复设计的系统进行,然后用三尖瓣专用装置代替。本回顾性研究比较了三尖瓣专用装置(TriClip或PASCAL)与非专用装置(MitraClip)用于TR治疗的结果。材料和方法我们分析了44例连续接受T-TEER(2018-2024)的患者(平均年龄74.7±7.5岁)的数据:22例使用非专用系统(MitraClip), 22例使用专用系统(TriClip或PASCAL)。主要终点是技术上的成功。次要终点包括术后TR≤中度、TR降低≥2级、术中并发症和6个月死亡率。结果:基线特征基本平衡,尽管非专用组显示更大的左心室功能障碍。专用系统的技术成功率明显更高(100% vs 77.3%,风险比1.29;95% CI 1.03-1.63; P=0.048), 68.2%的专用设备患者实现了术后中度或更低的TR和≥2级的降低,而非专用设备的患者为31.8%(风险比2.14,95% CI 1.09-4.21; P=0.02)。两个队列6个月随访期间的死亡率具有可比性(0.0% vs 9.1%;风险比1.10;95% CI 0.96-1.26; P=0.23)。结论:三尖瓣专用系统(TriClip或PASCAL)具有更高的手术成功率和更大的TR降低。他们改善了早期预后,并使T - TEER应用于更广泛的晚期心力衰竭患者。考虑到有限的样本量和回顾性设计,这些发现应谨慎解释,并视为探索性和假设生成。
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引用次数: 0
Age-Specific Prognostic Models for Sepsis-Associated Acute Kidney Injury: A Multicenter Cohort Study. 脓毒症相关急性肾损伤的年龄特异性预后模型:一项多中心队列研究
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-12 DOI: 10.12659/MSM.950651
Ju Jin, Meijuan Xiang, Jinling Meng, Jianyun Peng

BACKGROUND Sepsis-associated acute kidney injury (SA-AKI) exhibits distinct clinical outcomes across age groups, yet current prognostic methods seldom consider age-related pathophysiologic differences. This multicenter study explored age-specific prognostic models for patients with SA-AKI using real-world critical care data. MATERIAL AND METHODS We analyzed 3662 patients with SA-AKI from the MIMIC-IV and eICU databases, stratified into 3 age cohorts: under 65, 65-80, and over 80. For each cohort, we constructed clinical prediction models. Model performance was evaluated using receiver operating characteristic curve analysis, along with sensitivity and specificity at optimal thresholds. RESULTS Age-specific clinical models demonstrated superior predictive performance compared with conventional severity scores. For patients younger than 65 years, the optimal model - incorporating urinary infection, catheter-related infection, lactate, and norepinephrine use - achieved an area under the curve (AUC) of 0.753 (95% confidence intervals [CI], 0.721-0.785) with 67.0% sensitivity and 73.1% specificity. In the 65-80-year cohort, the optimal model - incorporating urinary infection, blood urea nitrogen, lactate, and vasopressor use - achieved an AUC of 0.769 (95% CI, 0.743-0.796) with 78.2% sensitivity. For patients older than 80 years, the optimal model - incorporating urinary infection, catheter-related infection, lactate, vasopressor use, and intensive care unit length of stay - achieved an AUC of 0.770 (95% CI, 0.737-0.803) with 79.7% sensitivity. Survival curves confirmed significant mortality risk stratification across all age groups. CONCLUSIONS Age-specific prognostic models incorporating clinically modifiable factors substantially improved mortality prediction in SA-AKI compared with conventional severity scores. These models facilitate personalized risk assessment and may guide age-tailored treatments for this high-risk population.

脓毒症相关急性肾损伤(SA-AKI)在不同年龄组表现出不同的临床结果,但目前的预后方法很少考虑与年龄相关的病理生理差异。这项多中心研究利用真实世界的重症监护数据探讨了SA-AKI患者的年龄特异性预后模型。材料和方法我们分析了来自MIMIC-IV和eICU数据库的3662例SA-AKI患者,分为3个年龄组:65岁以下、65-80岁和80岁以上。对于每个队列,我们构建了临床预测模型。使用受试者工作特征曲线分析以及最佳阈值下的敏感性和特异性来评估模型的性能。结果:与传统的严重程度评分相比,年龄特异性临床模型显示出更好的预测性能。对于年龄小于65岁的患者,纳入尿路感染、导管相关感染、乳酸和去甲肾上腺素使用的最佳模型曲线下面积(AUC)为0.753(95%可信区间[CI], 0.721-0.785),敏感性67.0%,特异性73.1%。在65-80岁的队列中,纳入尿路感染、血尿素氮、乳酸和血管加压药物使用的最佳模型的AUC为0.769 (95% CI, 0.743-0.796),敏感性为78.2%。对于80岁以上的患者,纳入尿路感染、导尿管相关感染、乳酸、血管加压药使用和重症监护病房住院时间的最佳模型的AUC为0.770 (95% CI, 0.737-0.803),敏感性为79.7%。生存曲线证实在所有年龄组中存在显著的死亡率风险分层。结论:与常规严重程度评分相比,纳入临床可改变因素的年龄特异性预后模型显著提高了SA-AKI的死亡率预测。这些模型促进了个性化的风险评估,并可能指导针对这一高危人群的适合年龄的治疗。
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引用次数: 0
Non-Surgical Management of Frozen Shoulder Using Manipulation Under Local Anesthesia: A Retrospective Study. 局部麻醉下手法治疗肩周炎的非手术治疗:一项回顾性研究。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-11 DOI: 10.12659/MSM.950864
Metin Celik, Emre Arikan

BACKGROUND The literature contains no standard management guideline for the treatment of frozen shoulder (FS). Our aim in this study was to increase the shoulder joint range of motion (ROM) by performing passive shoulder manipulation on the affected shoulder under local anesthesia in patients with FS. MATERIAL AND METHODS Thirty-two adult patients who applied to the orthopedics and traumatology clinic between 2019 and 2022 and were diagnosed with FS were included in the study. This was a retrospective study without a control group. Approximately 20 cc (19 cc 2% prilocaine +1 cc 40 mg methylprednisolone acetate) mixture was injected into the affected shoulder of the patients at 6 different points. After an average of 15 minutes, passive manipulation was applied to the affected shoulder in 4 different directions. After manipulation, the patients were kept under observation for a certain period of time to assess for complications. Patients were given home exercise programs. During the treatment process, the patients were called for control at regular intervals and were followed up for 3 months. In this time interval, visual analog scale (VAS), shoulder pain and disability index (SPADI), and ROM values were recorded before and after manipulation and at the last check (LC). RESULTS During the treatment follow-up, ROM (abduction, flexion, extension, external rotation) values increased (P<0.001). A significant improvement was observed in SPADI and VAS values (P<0.001). CONCLUSIONS The manipulation method under local anesthesia is a time-saving, cost-effective treatment that eliminates hospitalization, general analgesia, or sedoanalgesia in the treatment of FS patients.

文献中没有关于肩周炎(FS)治疗的标准管理指南。我们在这项研究中的目的是通过在局部麻醉下对FS患者的受影响肩膀进行被动肩部操作来增加肩关节的活动范围(ROM)。材料与方法本研究纳入了32例于2019年至2022年期间在骨科和创伤科诊所就诊并被诊断为FS的成年患者。这是一项没有对照组的回顾性研究。将约20毫升(19毫升2%丙洛卡因+1毫升40毫克醋酸甲基强的松龙)混合物在患者患肩6个不同部位注射。平均15分钟后,被动手法应用于患肩4个不同方向。术后观察一段时间,观察有无并发症。患者接受了家庭锻炼计划。在治疗过程中,定期对患者进行控制,随访3个月。在此时间间隔内,分别记录操作前后和最后一次检查时的视觉模拟评分(VAS)、肩痛与失能指数(SPADI)和ROM值。结果在治疗随访期间,关节外展、屈曲、伸展、外旋的ROM值增加(P
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引用次数: 0
Machine Learning Analysis of Retrospective Data From 503 Hospitalized Older Patients With Type 2 Diabetes to Identify Factors Associated With Cognitive Impairment. 对503例住院老年2型糖尿病患者的回顾性数据进行机器学习分析,以确定与认知障碍相关的因素
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2026-01-10 DOI: 10.12659/MSM.949864
Mingzhu Yu, Jianfeng Zhang, Haigeng Chen, Guiyue Li

BACKGROUND Diabetes is increasingly prevalent among older adults; mild cognitive impairment (MCI) comorbidity in this group represents a major concern. Existing MCI prediction methods are often inaccurate, but machine learning (ML) offers improved potential. This study aimed to identify factors associated with MCI through ML analysis of retrospective data from hospitalized older patients with type 2 diabetes mellitus (T2DM). MATERIAL AND METHODS This retrospective study analyzed data from 503 inpatients older than 60 years with T2DM. Patients were classified into MCI (n=102) and normal (n=401) groups based on Mini-Mental State Examination scores. To minimize overfitting and maximize data utilization, 5-fold cross-validation was used for model training and evaluation. Least absolute shrinkage and selection operator regression identified 8 core predictors from clinical data. Logistic regression, eXtreme Gradient Boosting (XGBoost), and random forest algorithms were employed to construct predictive models. Receiver operating characteristic (ROC) curves were used to compare model performance. RESULTS Key predictors of early MCI included age, body mass index, glycated hemoglobin, C-reactive protein, waist-to-height ratio, presence of diabetic complications, diabetes duration exceeding 5 years, and low education level. The XGBoost model outperformed other algorithms in ROC analysis: area under the curve, 0.892±0.032; accuracy, 0.851±0.028; sensitivity, 0.843±0.031; specificity, 0.859±0.029; and F1 score, 0.834±0.033. CONCLUSIONS The XGBoost model, incorporating these identified factors, demonstrated optimal predictive performance for MCI in older patients with T2DM. It may aid clinical risk stratification and provide a quantitative foundation for early intervention.

背景:糖尿病在老年人中越来越普遍;轻度认知障碍(MCI)的合并症在这一组中是一个主要的问题。现有的MCI预测方法通常不准确,但机器学习(ML)提供了改进的潜力。本研究旨在通过对住院老年2型糖尿病(T2DM)患者的回顾性数据进行ML分析,确定与MCI相关的因素。材料和方法本回顾性研究分析了503例60岁以上住院T2DM患者的数据。根据迷你精神状态检查评分将患者分为轻度认知障碍组(n=102)和正常组(n=401)。为了最小化过拟合和最大化数据利用率,我们使用5倍交叉验证进行模型训练和评估。最小绝对收缩和选择算子回归从临床数据中确定了8个核心预测因子。采用Logistic回归、极端梯度增强(XGBoost)和随机森林算法构建预测模型。采用受试者工作特征(ROC)曲线比较模型的性能。结果早期MCI的主要预测因素包括年龄、体重指数、糖化血红蛋白、c反应蛋白、腰高比、是否存在糖尿病并发症、糖尿病病程超过5年、文化程度低。XGBoost模型在ROC分析上优于其他算法:曲线下面积0.892±0.032;准确性,0.851±0.028;敏感性,0.843±0.031;特异性,0.859±0.029;F1评分为0.834±0.033。结论:结合这些已确定因素的XGBoost模型对老年T2DM患者的MCI表现出最佳的预测效果。它可能有助于临床风险分层,并为早期干预提供定量基础。
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Medical Science Monitor
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