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Awareness of Primary Biliary Cholangitis Among Turkish Physicians: A Cross-Sectional, Multicenter, Web-Based Survey. 土耳其医生对原发性胆管炎的认识:一项横断面、多中心、基于网络的调查。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020915
Hasan Eruzun, Henning Gronbaek

Background: Primary Biliary Cholangitis (PBC) requires early diagnosis and specialized management to prevent progression to cirrhosis. This study evaluates the awareness levels of Turkish physicians from various specialties regarding the clinical features, diagnostic criteria, and current treatment protocols of PBC. Methods: A multi-regional cross-sectional survey was conducted with 269 physicians across Türkiye. Knowledge levels were assessed through a 28-item instrument covering epidemiology, diagnosis and therapy. Data distribution was non-normal (Skewness: -1.296, Kurtosis: 2.857), necessitating the use of the Kruskal-Wallis H test and Dunn-Bonferroni post hoc procedure for inter-group comparisons. Internal consistency was confirmed with a Cronbach's alpha of 0.80. Results: The overall mean awareness score was 62.6%. Item-level analysis revealed a near-universal understanding of the non-mandatory role of liver biopsy in diagnosis (99.1%) yet identified a critical knowledge gap regarding second-line therapies, particularly the use of steroids (6.8%). Significant disparities were observed among specialties (p < 0.001). Gastroenterologists (Median: 91.07%) and gastroenterology fellows (Median: 85.71%) exhibited significantly higher proficiency compared to general practitioners (64.29%) and family medicine residents (67.86%). Internal medicine specialists outperformed primary care providers, while no significant differences were found among other subgroups after Bonferroni adjustment. Conclusions: Professional specialization is the primary determinant of PBC awareness. While core diagnostic knowledge is stable, significant gaps exist in pharmacological management among non-specialists. Targeted medical education for primary care physicians is essential to ensure timely referral and optimize patient outcomes.

背景:原发性胆道胆管炎(PBC)需要早期诊断和专门治疗,以防止进展为肝硬化。本研究评估了土耳其各专业医生对PBC的临床特征、诊断标准和当前治疗方案的认识水平。方法:对全国269名医生进行多地区横断面调查。知识水平通过涵盖流行病学、诊断和治疗的28项工具进行评估。数据分布是非正态分布(偏度:-1.296,峰度:2.857),需要使用Kruskal-Wallis H检验和Dunn-Bonferroni事后程序进行组间比较。内部一致性以Cronbach's alpha为0.80得到证实。结果:总体平均认知得分为62.6%。项目水平分析显示,几乎所有人都了解肝活检在诊断中的非强制性作用(99.1%),但发现了关于二线治疗的关键知识差距,特别是类固醇的使用(6.8%)。各专科间存在显著差异(p < 0.001)。胃肠病学专家(中位数:91.07%)和胃肠病学研究员(中位数:85.71%)的熟练程度显著高于全科医生(64.29%)和家庭医学住院医师(67.86%)。在Bonferroni调整后,内科专家的表现优于初级保健提供者,而其他亚组之间没有发现显著差异。结论:职业专业化是PBC意识的主要决定因素。虽然核心诊断知识是稳定的,但在非专业人员的药理学管理方面存在显着差距。对初级保健医生进行有针对性的医学教育对于确保及时转诊和优化患者预后至关重要。
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引用次数: 0
Using Patient Feedback to Improve Treatment Outcomes for Patients with Congenital Dyserythropoietic Anaemia Type I Receiving Interferon Therapy. 利用患者反馈改善接受干扰素治疗的先天性1型促红细胞增生性贫血患者的治疗效果。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020901
Karl Frey, Sanja Brolih, Caroline Scott, Nicholas Fordham, Sam Burrows, Nyree Cole, Karen Deem, Christopher Jenkins, Melanie Proven, Christian Babbs, Noemi Bernadette Alice Roy

Congenital dyserythropoietic anaemia type-I (CDA-I) is a rare autosomal recessive disease characterised by ineffective erythropoiesis, haemolysis and non-haematological developmental abnormalities. Its treatment is multifactorial, including the management of anaemia, iron overload and prevention of osteoporosis. The only treatment specific to CDA-I is subcutaneous interferon alpha (IFNα) 2A. This study presents the first summary of all published cases of CDA-I patients (n = 33) treated with IFNα and categorises their outcome. We also present new unpublished cases (n = 7). Overall, we find that IFNα administration causes a statistically significant mean increase in haemoglobin of 30.7 g/L (p < 0.001). However, we note that previous studies do not assess the impact of IFNα therapy on providing symptomatic benefit to patients with CDA-I, or the weight of side effects on their quality of life. We collaborate directly with patients through the organisation Congenital Anaemia Network to establish patient preferences regarding IFNα treatment. We propose a classification framework for the use of IFNα in CDA-I that includes patient-reported outcome measures in addition to grading response according to changes in Hb levels. We believe that the use of this framework will aid standardisation in measuring response to therapy, improve clinical practice and assist in future research.

先天性1型促红细胞生成性贫血(cda - 1)是一种罕见的常染色体隐性遗传病,其特征是红细胞生成功能低下、溶血和非血液学发育异常。它的治疗是多因素的,包括贫血管理,铁超载和预防骨质疏松症。唯一针对cda - 1的治疗是皮下干扰素(IFNα) 2A。本研究首次总结了所有已发表的接受IFNα治疗的cda - 1患者(n = 33)的病例,并对其结果进行了分类。我们也提出了新的未发表的病例(n = 7)。总的来说,我们发现IFNα给药导致血红蛋白平均增加30.7 g/L (p < 0.001)。然而,我们注意到先前的研究没有评估IFNα治疗对cda - 1患者提供症状性益处的影响,也没有评估副作用对其生活质量的影响。我们通过先天性贫血网络组织与患者直接合作,以确定患者对IFNα治疗的偏好。我们提出了一个在cda - 1中使用IFNα的分类框架,除了根据Hb水平的变化对反应进行分级外,还包括患者报告的结果测量。我们相信该框架的使用将有助于测量治疗反应的标准化,改善临床实践,并有助于未来的研究。
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引用次数: 0
The Silent Complication: Auditory Dysfunction in Pediatric Patients with Type 1 Diabetes. 无声并发症:儿童1型糖尿病患者的听觉功能障碍。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020889
Sara Shefa, Aleksandra Głębocka, Tetiana Zinyk, Karolina Dorobisz

Diabetes is known to affect metabolic, vascular, and nervous systems, although its influence on auditory function in children remains poorly defined. Understanding this association is essential due to its implications for cognitive, language, and social development. Numerous studies have found that children with Type 1 Diabetes Mellitus (T1DM) exhibit higher hearing thresholds at high frequencies (4000-8000 Hz) and lower speech understanding scores compared to healthy controls. Poor glycemic control and longer disease duration are consistently associated with worse auditory outcomes. The proposed mechanisms include microangiopathy and diabetic neuropathy affecting the auditory pathway. Many affected children do not report noticeable auditory symptoms, indicating a risk of underdiagnosis. Early identification is crucial, as hearing difficulties in children may be related to underlying diabetic conditions and are likely associated with poor glycemic control. Regular audiometric screening should be incorporated into the routine care of pediatric diabetes patients to identify hearing deficits before they affect communication and cognitive development.

众所周知,糖尿病会影响代谢、血管和神经系统,但其对儿童听觉功能的影响尚不明确。了解这种联系是必要的,因为它对认知、语言和社会发展的影响。许多研究发现,与健康对照相比,1型糖尿病(T1DM)儿童在高频(4000- 8000hz)表现出更高的听力阈值,而言语理解得分较低。血糖控制不良和疾病持续时间较长始终与较差的听觉结果相关。提出的机制包括微血管病变和糖尿病神经病变影响听觉通路。许多受影响的儿童没有报告明显的听觉症状,这表明存在诊断不足的风险。早期识别是至关重要的,因为儿童的听力困难可能与潜在的糖尿病状况有关,并可能与血糖控制不良有关。应将常规听力筛查纳入儿童糖尿病患者的常规护理中,以便在听力缺陷影响沟通和认知发展之前发现听力缺陷。
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引用次数: 0
Imaging and Clinical Outcomes with Sentinel Cerebral Embolic Protection During TAVR: A Meta-Analysis of Randomized Trials with Trial Sequential Analysis. TAVR中前哨脑栓塞保护的影像学和临床结果:随机试验的荟萃分析和试验序列分析。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020914
Shanmukh Sai Pavan Lingamsetty, Mangesh Kritya, Priyanka Vatsavayi, Chenna Reddy Tera, Mohamed Doma, Sahas Reddy Jitta, Mohan Chandra Vinay Bharadwaj Gudiwada, Jaswanth Jasti, Adham Ramadan, Venkata Vedantam, Pedro A Villablanca, Andrew M Goldsweig

Background: Stroke and subclinical cerebral ischemia remain important neurological complications of transcatheter aortic valve replacement (TAVR). The Sentinel cerebral embolic protection (CEP) device is designed to capture embolic debris during TAVR, but its impact on clinical and imaging outcomes remains incompletely characterized. Methods: PubMed, Embase, and Cochrane databases were systematically searched for randomized controlled trials (RCTs) comparing Sentinel CEP versus no protection when TAVR was performed. Outcomes of interest included all stroke, disabling stroke, infarct volume by diffusion-weighted MRI in protected and unprotected areas, all-cause mortality, acute kidney injury, and major vascular complications. Risk ratios (RRs) and median differences with 95% confidence intervals (CIs) were calculated using random-effects models and trial sequential analysis (TSA) assessed evidence robustness. Results: Four RCTs including 10,986 patients were analyzed. Sentinel CEP did not significantly reduce clinical stroke (RR 0.88, 95% CI 0.69-1.12) or disabling stroke (RR 0.68, 95% CI 0.41-1.14). Pooled DW-MRI data showed a significant reduction in new ischemic lesion volume within Sentinel CEP-protected territories (difference in medians -75.7 mm3; 95% CI -130.4 to -21.0). Subgroup analyses in elderly, female, and high-surgical-risk patients revealed no benefit with Sentinel CEP. Additionally, TSA indicated that current data are underpowered for definitive conclusions. Conclusions: The Sentinel CEP device during TAVR did not significantly reduce clinical stroke but was associated with lower MRI-detected ischemic lesion volumes compared with no protection. Further adequately powered RCTs integrating clinical and imaging endpoints are needed to define its role in neuroprotection during TAVR.

背景:卒中和亚临床脑缺血仍然是经导管主动脉瓣置换术(TAVR)重要的神经系统并发症。前哨脑栓塞保护(CEP)装置旨在捕获TAVR期间的栓塞碎片,但其对临床和成像结果的影响尚未完全确定。方法:系统检索PubMed、Embase和Cochrane数据库,比较Sentinel CEP和无TAVR保护的随机对照试验(rct)。研究结果包括所有卒中、致残性卒中、受保护和未受保护区域弥散加权MRI显示的梗死体积、全因死亡率、急性肾损伤和主要血管并发症。使用随机效应模型计算风险比(rr)和95%置信区间(ci)的中位数差异,并使用试验序列分析(TSA)评估证据稳健性。结果:共分析4项随机对照试验,共10986例患者。前哨CEP没有显著减少临床卒中(RR 0.88, 95% CI 0.69-1.12)或致残性卒中(RR 0.68, 95% CI 0.41-1.14)。汇总DW-MRI数据显示,哨兵cep保护区域内新发缺血性病变体积显著减少(中位数差异为-75.7 mm3; 95% CI为-130.4至-21.0)。老年、女性和高危手术患者的亚组分析显示前哨CEP没有任何益处。此外,运输安全管理局指出,目前的数据不足以得出明确的结论。结论:在TAVR期间,前哨CEP装置并没有显著减少临床卒中,但与无保护相比,mri检测到的缺血性病变体积更低。需要进一步充分整合临床和影像学终点的随机对照试验来确定其在TAVR期间的神经保护作用。
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引用次数: 0
PsyAPP: The Development of a Mobile Application for Effective Health Management in Mentally Ill Patients. PsyAPP:一款针对精神病患者进行有效健康管理的移动应用程序的开发。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020894
Marta Llorente-Alonso, Cristina García-Ael, Gabriela Topa, Ana Fernández-Araque, Lourdes Jiménez-Navascués, Mª Ángeles Martínez-Casado, Irene Garcés Carretero, Andrea Cuervas-Mons Tejedor

Background/Objectives: In recent decades, new technologies have been progressively integrated into various areas of mental health care. Mobile applications are potentially effective tools that allow psychiatric patients themselves to access self-management resources and tools within the community setting. Mental health nursing plays a key role in enabling patients to take an active role in their care and in promoting activities that foster their involvement and empowerment. The primary aim of this pilot study was to develop the PsyAPP mobile application to support both nurses and individuals with mental illness in managing care and improving health outcomes, and to assess its feasibility within a real-world clinical setting. Methods: A mobile application (PSYAPP) and a complementary web-based nursing management platform were designed and implemented. A total of 20 psychiatric patients enrolled in a partial hospitalization program in Soria (Spain) participated. Participants were assigned to experimental (app users) and control groups. Psychological empowerment, global functioning, and suicide risk were assessed before and after the intervention. Results: Patients who used the application showed significantly greater psychological empowerment (W = 2.04, p ≤ 0.04) compared with the control group. Statistically significant improvements were observed in psychological, social, and occupational functioning. Regarding suicide risk, no statistically significant changes were detected between pre- and post-intervention measurements in either group. Overall, PSYAPP demonstrated feasibility and potential utility as an innovative tool to support mental health care follow-up. Conclusions: This study developed and implemented a mobile application designed to enhance mental health care by supporting both patients and psychiatric nurses. Results showed significant improvements in global functioning in both the app and control groups, suggesting that rehabilitative treatment contributed to overall progress. Suicide risk did not significantly change within groups, although improvements were seen in the full sample, likely due to clinical care rather than app use. Only the experimental group demonstrated increased psychological empowerment, indicating that the app may effectively enhance patient engagement and involvement in their own care.

背景/目的:近几十年来,新技术已逐步融入精神卫生保健的各个领域。移动应用程序是潜在的有效工具,允许精神病患者自己在社区环境中访问自我管理资源和工具。心理健康护理在使患者在其护理中发挥积极作用和促进促进其参与和赋权的活动方面发挥关键作用。本试点研究的主要目的是开发PsyAPP移动应用程序,以支持护士和患有精神疾病的个人管理护理和改善健康结果,并在现实世界的临床环境中评估其可行性。方法:设计并实现一个移动应用程序(PSYAPP)和一个互补性的基于web的护理管理平台。共有20名精神病患者参加了索利亚(西班牙)的部分住院方案。参与者被分为实验组(应用程序用户)和对照组。在干预前后分别评估心理赋权、整体功能和自杀风险。结果:与对照组相比,使用该应用程序的患者心理赋权明显增强(W = 2.04, p≤0.04)。在心理、社会和职业功能方面观察到统计上显著的改善。关于自杀风险,两组干预前和干预后的测量结果均未发现统计学上显著的变化。总体而言,PSYAPP作为一种支持精神卫生保健随访的创新工具显示了可行性和潜在效用。结论:本研究开发并实施了一个移动应用程序,旨在通过支持患者和精神科护士来加强精神卫生保健。结果显示app组和对照组的整体功能都有显著改善,表明康复治疗有助于整体进展。自杀风险在组内没有显著变化,尽管整个样本都有所改善,可能是由于临床护理而不是应用程序的使用。只有实验组表现出心理赋权的增强,这表明该应用程序可以有效地提高患者对自己护理的参与度和参与度。
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引用次数: 0
A Noisy Signal? Geographic Bias in FAERS Reports Linking Paracetamol to Autism Spectrum Disorder. 一个嘈杂的信号?FAERS报告中的地理偏差将扑热息痛与自闭症谱系障碍联系起来。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020902
Hülya Tezel Yalçın, Nadir Yalçın, Karel Allegaert, Pınar Erkekoğlu

Background/Objectives: Recent public and scientific discussions have raised concerns about a possible link between prenatal paracetamol exposure and autism spectrum disorder (ASD). However, pharmacovigilance-based evidence remains scarce, and the role of reporting bias has not been systematically assessed. This study aimed to characterize ASD-related adverse event reports involving paracetamol in the U.S. Food and Drug Administration's Adverse Event Reporting System (FAERS) and to evaluate potential disproportionality signals, considering demographic, temporal, and geographic patterns. Methods: FAERS data from January 2010 to September 2025 were screened for reports listing paracetamol as the suspect drug and ASD-related Preferred Terms. After excluding duplicates and concomitant drugs, 1776 unique cases were analyzed. Patient demographics, reporter type, and country of origin were summarized descriptively. Disproportionality was calculated using four algorithms: Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Information Component (IC), and Empirical Bayes Geometric Mean (EBGM). Results: Among 172,129 paracetamol-associated reports, 1776 (1.03%) included ASD-related terms. All were classified as serious and mostly submitted by consumers (98.6%). Gender was available in 47.7% of cases, showing male predominance (68.8%). Most reports referred to fetal exposure during pregnancy. Nearly all originated from the United States (98.4%). A marked rise was observed after 2022, with 562 reports in 2023 and 1051 in 2025. Disproportionality analyses revealed consistently elevated signals (ROR = 69.8, PRR = 69.2, IC025 = 5.60, EB05 = 48.3). Conclusions: The strong disproportionality signal likely reflects increased public attention and reporting dynamics rather than a causal association. Further integration of pharmacovigilance and epidemiologic data is warranted to clarify the clinical significance of these findings.

背景/目的:最近的公众和科学讨论引起了人们对产前扑热息痛暴露与自闭症谱系障碍(ASD)之间可能存在联系的关注。然而,基于药物警戒的证据仍然很少,报告偏倚的作用也没有得到系统的评估。本研究旨在描述美国食品和药物管理局不良事件报告系统(FAERS)中涉及扑热息痛的asd相关不良事件报告的特征,并考虑人口统计学、时间和地理模式,评估潜在的不成比例信号。方法:筛选2010年1月至2025年9月的FAERS数据,包括将扑热息痛列为可疑药物和asd相关首选术语的报告。在排除重复和伴随用药后,分析了1776例独特病例。对患者人口统计、报告者类型和原籍国进行描述性总结。歧化率的计算采用四种算法:报告优势比(ROR)、比例报告比(PRR)、信息成分(IC)和经验贝叶斯几何平均(EBGM)。结果:在172129份与扑热息痛相关的报告中,1776份(1.03%)包含asd相关术语。均为严重,且主要由消费者提交(98.6%)。性别占47.7%,男性占68.8%。大多数报告提到胎儿在怀孕期间接触。几乎全部来自美国(98.4%)。2022年之后出现了明显的增长,2023年有562例,2025年有1051例。歧化分析显示信号持续升高(ROR = 69.8, PRR = 69.2, IC025 = 5.60, EB05 = 48.3)。结论:强烈的不均衡信号可能反映了公众关注和报道动态的增加,而不是因果关系。有必要进一步整合药物警戒和流行病学数据,以阐明这些发现的临床意义。
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引用次数: 0
Through Massage to the Brain-Neuronal and Neuroplastic Mechanisms of Massage Based on Various Neuroimaging Techniques (EEG, fMRI, and fNIRS). 基于各种神经成像技术(EEG, fMRI和fNIRS)的按摩脑-神经元和神经可塑性机制。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-22 DOI: 10.3390/jcm15020909
James Chmiel, Donata Kurpas
<p><p><b>Introduction</b>: Massage therapy delivers structured mechanosensory input that can influence brain function, yet the central mechanisms and potential for neuroplastic change have not been synthesized across neuroimaging modalities. This mechanistic review integrates evidence from electroencephalography (EEG), functional MRI (fMRI), and functional near-infrared spectroscopy (fNIRS) to map how massage alters human brain activity acutely and over time and to identify signals of longitudinal adaptation. <b>Materials and Methods</b>: We conducted a scoping, mechanistic review informed by PRISMA/PRISMA-ScR principles. PubMed/MEDLINE, Cochrane Library, Google Scholar, and ResearchGate were queried for English-language human trials (January 1990-July 2025) that (1) delivered a practitioner-applied manual massage (e.g., Swedish, Thai, shiatsu, tuina, reflexology, myofascial techniques) and (2) measured brain activity with EEG, fMRI, or fNIRS pre/post or between groups. Non-manual stimulation, structural-only imaging, protocols, and non-English reports were excluded. Two reviewers independently screened and extracted study, intervention, and neuroimaging details; heterogeneity precluded meta-analysis, so results were narratively synthesized by modality and linked to putative mechanisms and longitudinal effects. Results: Forty-seven studies met the criteria: 30 EEG, 12 fMRI, and 5 fNIRS. <b>Results</b>: Regarding EEG, massage commonly increased alpha across single sessions with reductions in beta/gamma, alongside pressure-dependent autonomic shifts; moderate pressure favored a parasympathetic/relaxation profile. Connectivity effects were state- and modality-specific (e.g., reduced inter-occipital alpha coherence after facial massage, preserved or reorganized coupling with hands-on vs. mechanical delivery). Frontal alpha asymmetry frequently shifted leftward (approach/positive affect). Pain cohorts showed decreased cortical entropy and a shift toward slower rhythms, which tracked analgesia. Somatotopy emerged during unilateral treatments (contralateral central beta suppression). Adjuncts (e.g., binaural beats) enhanced anti-fatigue indices. Longitudinally, repeated programs showed attenuation of acute EEG/cortisol responses yet improvements in stress and performance; in one program, BDNF increased across weeks. In preterm infants, twice-daily massage accelerated EEG maturation (higher alpha/beta, lower delta) in a dose-responsive fashion; the EEG background was more continuous. In fMRI studies, in-scanner touch and reflexology engaged the insula, anterior cingulate, striatum, and periaqueductal gray; somatotopic specificity was observed for mapped foot areas. Resting-state studies in chronic pain reported normalization of regional homogeneity and/or connectivity within default-mode and salience/interoceptive networks after multi-session tuina or osteopathic interventions, paralleling symptom improvement; some task-based effects persisted at delayed
简介:按摩疗法提供结构化的机械感觉输入,可以影响大脑功能,但中枢机制和神经可塑性改变的潜力尚未在神经成像模式中综合。这一机制综述整合了脑电图(EEG)、功能性磁共振成像(fMRI)和功能性近红外光谱(fNIRS)的证据,以绘制按摩如何随时间剧烈改变人脑活动,并识别纵向适应信号。材料和方法:我们根据PRISMA/PRISMA- scr原则进行了范围和机制审查。PubMed/MEDLINE、Cochrane Library、b谷歌Scholar和ResearchGate查询了1990年1月至2025年7月的英语人体试验,这些试验(1)提供从业者应用的手动按摩(例如瑞典式、泰国式、指压、推拿、反射疗法、肌筋膜技术)和(2)用EEG、fMRI或fNIRS测量脑活动前后或组间。非手动刺激、结构成像、方案和非英文报告被排除在外。两位审稿人独立筛选和提取研究、干预和神经影像学细节;异质性排除了荟萃分析,因此结果是按模式叙述综合的,并与假定的机制和纵向效应相关联。结果:47项研究符合标准:EEG 30项,fMRI 12项,fNIRS 5项。结果:在脑电图方面,按摩通常在单次治疗中增加α,减少β / γ,同时伴有压力依赖性自主神经移位;中等压力有利于副交感神经/放松剖面。连通性影响是特定于状态和方式的(例如,面部按摩后枕间α一致性降低,手工递送与机械递送保留或重组耦合)。额叶α不对称经常向左移动(接近/积极影响)。疼痛组显示皮质熵减少,并向较慢的节奏转变,这与镇痛有关。单侧治疗(对侧中枢β抑制)期间出现躯体异位症。辅助(如双耳节拍)增强抗疲劳指数。纵向上,重复的程序显示急性脑电图/皮质醇反应减弱,但压力和表现有所改善;在一个项目中,BDNF在几周内都有所增加。在早产儿中,每日两次按摩以剂量反应的方式加速脑电图成熟(较高的α / β,较低的δ);脑电图背景更连续。在功能磁共振成像研究中,扫描仪内的触觉和反射学涉及脑岛、前扣带、纹状体和导水管周围灰质;在绘制的足部区域观察到体位特异性。慢性疼痛的静息状态研究报告称,在多次按摩或整骨疗法干预后,默认模式和突出/内感受网络的区域均匀性和/或连通性正常化,并伴有症状改善;一些基于任务的效应在延迟随访中持续存在。fNIRS研究普遍显示按摩期间/之后前额叶氧合增加;在运动受损的队列中,指压/按摩增强了侧化感觉运动激活,与使用依赖的可塑性一致。一些报告将血流动力学变化与催产素和自主神经标志物相结合。结论:在不同的模式下,按摩可靠地调节中枢活动,并通过重复给药和发育窗口显示神经可塑性适应的趋同信号。证据支持(i)放松/镇痛状态的快速诱导(α增加,神经网络再平衡)和(ii)长期变化——慢性疼痛的神经网络正常化,早产儿的脑电图成熟和神经营养上移——与应激、内感受和疼痛回路的特质水平重新校准一致。这些发现证明了将按摩整合到康复、疼痛管理、心理健康和新生儿护理中,并激发了更大规模、标准化、多模式的纵向试验,以确定剂量-反应关系、持久性和机制介质(例如,连接靶点、神经肽)。
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引用次数: 0
Hospital-Wide Sepsis Detection: A Machine Learning Model Based on Prospectively Expert-Validated Cohort. 全院范围的脓毒症检测:基于前瞻性专家验证队列的机器学习模型。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-21 DOI: 10.3390/jcm15020855
Marcio Borges-Sa, Andres Giglio, Maria Aranda, Antonia Socias, Alberto Del Castillo, Cristina Pruenza, Gonzalo Hernández, Sofía Cerdá, Lorenzo Socias, Victor Estrada, Roberto de la Rica, Elisa Martin, Ignacio Martin-Loeches

Background/Objectives: Sepsis detection remains challenging due to clinical heterogeneity and limitations of traditional scoring systems. This study developed and validated a hospital-wide machine learning model for sepsis detection using retrospectively developed data from prospectively expert-validated cases, aiming to improve diagnostic accuracy beyond conventional approaches. Methods: This retrospective cohort study analysed 218,715 hospital episodes (2014-2018) at a tertiary care centre. Sepsis cases (n = 11,864, 5.42%) were prospectively validated in real-time by a Multidisciplinary Sepsis Unit using modified Sepsis-2 criteria with organ dysfunction. The model integrated structured data (26.95%) and unstructured clinical notes (73.04%) extracted via natural language processing from 2829 variables, selecting 230 relevant predictors. Thirty models including random forests, support vector machines, neural networks, and gradient boosting were developed and evaluated. The dataset was randomly split (5/7 training, 2/7 testing) with preserved patient-level independence. Results: The BiAlert Sepsis model (random forest + Sepsis-2 ensemble) achieved an AUC-ROC of 0.95, sensitivity of 0.93, and specificity of 0.84, significantly outperforming traditional approaches. Compared to the best rule-based method (Sepsis-2 + qSOFA, AUC-ROC 0.90), BiAlert reduced false positives by 39.6% (13.10% vs. 21.70%, p < 0.01). Novel predictors included eosinopenia and hypoalbuminemia, while traditional variables (MAP, GCS, platelets) showed minimal univariate association. The model received European Medicines Agency approval as a medical device in June 2024. Conclusions: This hospital-wide machine learning model, trained on prospectively expert-validated cases and integrating extensive NLP-derived features, demonstrates superior sepsis detection performance compared to conventional scoring systems. External validation and prospective clinical impact studies are needed before widespread implementation.

背景/目的:由于临床异质性和传统评分系统的局限性,脓毒症的检测仍然具有挑战性。本研究开发并验证了一种全院范围的败血症检测机器学习模型,该模型使用回顾性开发的前瞻性专家验证病例数据,旨在提高传统方法之外的诊断准确性。方法:本回顾性队列研究分析了一家三级医疗中心的218,715例医院事件(2014-2018年)。脓毒症病例(n = 11,864, 5.42%)由多学科脓毒症小组使用修改的脓毒症-2器官功能障碍标准进行实时前瞻性验证。该模型整合了通过自然语言处理从2829个变量中提取的结构化数据(26.95%)和非结构化临床记录(73.04%),选择了230个相关预测因子。研究了随机森林、支持向量机、神经网络和梯度增强等30种模型。数据集被随机分割(5/7训练,2/7测试),保持患者水平的独立性。结果:BiAlert脓毒症模型(随机森林+脓毒症-2集合)的AUC-ROC为0.95,灵敏度为0.93,特异性为0.84,显著优于传统方法。与最佳的基于规则的方法(脓毒症-2 + qSOFA, AUC-ROC 0.90)相比,BiAlert降低了39.6%的假阳性(13.10%比21.70%,p < 0.01)。新的预测因子包括红细胞减少和低白蛋白血症,而传统的变量(MAP, GCS,血小板)显示最小的单变量关联。该模型于2024年6月获得了欧洲药品管理局的医疗器械批准。结论:与传统评分系统相比,该全院范围内的机器学习模型,经过前瞻性专家验证病例的训练,并整合了广泛的nlp衍生特征,显示出优越的败血症检测性能。在广泛实施之前,需要进行外部验证和前瞻性临床影响研究。
{"title":"Hospital-Wide Sepsis Detection: A Machine Learning Model Based on Prospectively Expert-Validated Cohort.","authors":"Marcio Borges-Sa, Andres Giglio, Maria Aranda, Antonia Socias, Alberto Del Castillo, Cristina Pruenza, Gonzalo Hernández, Sofía Cerdá, Lorenzo Socias, Victor Estrada, Roberto de la Rica, Elisa Martin, Ignacio Martin-Loeches","doi":"10.3390/jcm15020855","DOIUrl":"10.3390/jcm15020855","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Sepsis detection remains challenging due to clinical heterogeneity and limitations of traditional scoring systems. This study developed and validated a hospital-wide machine learning model for sepsis detection using retrospectively developed data from prospectively expert-validated cases, aiming to improve diagnostic accuracy beyond conventional approaches. <b>Methods:</b> This retrospective cohort study analysed 218,715 hospital episodes (2014-2018) at a tertiary care centre. Sepsis cases (n = 11,864, 5.42%) were prospectively validated in real-time by a Multidisciplinary Sepsis Unit using modified Sepsis-2 criteria with organ dysfunction. The model integrated structured data (26.95%) and unstructured clinical notes (73.04%) extracted via natural language processing from 2829 variables, selecting 230 relevant predictors. Thirty models including random forests, support vector machines, neural networks, and gradient boosting were developed and evaluated. The dataset was randomly split (5/7 training, 2/7 testing) with preserved patient-level independence. <b>Results:</b> The BiAlert Sepsis model (random forest + Sepsis-2 ensemble) achieved an AUC-ROC of 0.95, sensitivity of 0.93, and specificity of 0.84, significantly outperforming traditional approaches. Compared to the best rule-based method (Sepsis-2 + qSOFA, AUC-ROC 0.90), BiAlert reduced false positives by 39.6% (13.10% vs. 21.70%, <i>p</i> < 0.01). Novel predictors included eosinopenia and hypoalbuminemia, while traditional variables (MAP, GCS, platelets) showed minimal univariate association. The model received European Medicines Agency approval as a medical device in June 2024. <b>Conclusions:</b> This hospital-wide machine learning model, trained on prospectively expert-validated cases and integrating extensive NLP-derived features, demonstrates superior sepsis detection performance compared to conventional scoring systems. External validation and prospective clinical impact studies are needed before widespread implementation.</p>","PeriodicalId":15533,"journal":{"name":"Journal of Clinical Medicine","volume":"15 2","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12841928/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146063710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Awake vs. Sedated Cannulation for Extra-Corporeal Membrane Oxygenation in Patients with COVID-19 Induced Acute Respiratory Distress Syndrome. 清醒vs镇静插管对COVID-19急性呼吸窘迫综合征患者体外膜氧合的影响
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-21 DOI: 10.3390/jcm15020876
Ori Galante, Anton Bukhin, Nitzan Sagie, Dekel Stavi, Yigal Kasiff, Yael Haviv, Maged Makhoul, Arie Soroksky, Meital Zikri-Ditch, Daniel Fink, Eduard Ilgiyaev

Background: Veno-venous extra-corporeal membrane oxygenation (ECMO) cannulations are mostly performed while patients are heavily sedated and mechanically ventilated. For patients with acute respiratory distress syndrome (ARDS), cannulating for ECMO while awake and spontaneously breathing, as well as treating without sedation and mechanical ventilation, has potential advantages. This study aimed to compare clinical outcomes between patients cannulated for ECMO while awake and patients cannulated while sedated and mechanically ventilated. Methods: A retrospective multicenter study. Data were accessed from the Israeli ECMO registry of patients with COVID-19-induced ARDS treated at eight ECMO centers in Israel. The study group comprised 24 patients who were cannulated while awake and spontaneously breathing. A control group comprised 96 patients who were cannulated after sedation and mechanical ventilation, matched 1:4 by age, sex, and body mass index. The primary outcome was six-month survival. Secondary outcomes were: the duration of ECMO therapy, the duration of invasive mechanical ventilation-free ECMO therapy, and the duration of invasive mechanical ventilation. Results: The mean age was 52 + 11 years; 78% were males. Fifteen patients (63%) in the study group were eventually intubated. The mean durations on ECMO and in the intensive care unit did not differ between the groups. The study group had a higher six-month survival (75% vs. 49%, p = 0.02) and fewer infectious complications such as pneumonia or bacteremia (21% vs. 40%, p < 0.001) compared to the control group. After adjusting for PO2/FiO2 ratio and for the COVID-19 variant, the hazard ratio was 0.45 (C.I 0.19-1.06, p = 0.069). Conclusions: Awake VV-ECMO cannulation in COVID-19-induced ARDS is feasible in selected patients and was associated with higher survival in unadjusted analyses. However, after adjustment for key covariates, this association was attenuated and did not reach statistical significance.

背景:静脉-静脉体外膜氧合(ECMO)插管大多在患者重度镇静和机械通气的情况下进行。对于急性呼吸窘迫综合征(ARDS)患者,在清醒和自主呼吸时插管进行ECMO,以及不使用镇静和机械通气治疗,具有潜在的优势。本研究旨在比较清醒状态下插管的ECMO患者与镇静和机械通气状态下插管的患者的临床结果。方法:回顾性多中心研究。数据来自以色列8个ECMO中心治疗的covid -19诱导的ARDS患者的ECMO登记。研究组由24名清醒时插管并自主呼吸的患者组成。对照组96例患者在镇静和机械通气后插管,按年龄、性别和体重指数1:4匹配。主要终点为6个月生存率。次要结局为:ECMO治疗时间、有创机械无通气ECMO治疗时间、有创机械通气时间。结果:患者平均年龄52 + 11岁;78%是男性。研究组15例(63%)患者最终插管。ECMO和重症监护病房的平均持续时间在两组之间没有差异。与对照组相比,研究组的6个月生存率更高(75%对49%,p = 0.02),肺炎或菌血症等感染并发症更少(21%对40%,p < 0.001)。在调整PO2/FiO2比值和COVID-19变异后,风险比为0.45 (ci为0.19-1.06,p = 0.069)。结论:在选定的患者中,清醒VV-ECMO插管治疗covid -19诱导的ARDS是可行的,并且在未经调整的分析中与更高的生存率相关。然而,在调整关键协变量后,这种关联减弱,没有达到统计学意义。
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引用次数: 0
Temporal Arcuate Relaxing Retinotomy for Persistent Full-Thickness Macular Holes: Anatomical and Functional Assessment. 颞弓状松弛视网膜切开术治疗持续性全层黄斑孔:解剖学和功能评估。
IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-21 DOI: 10.3390/jcm15020863
Luca Ventre, Erik Mus, Antonio Valastro, Gabriella De Salvo, Michele Reibaldi

Background: Evidence guiding secondary repair of persistent full-thickness macular holes (FTMHs) remains limited and heterogeneous. Temporal arcuate relaxing retinotomy has been described as a salvage maneuver intended to increase temporal retinal compliance, yet functional safety data are scarce. We report consecutive real-world outcomes of temporal arcuate relaxing retinotomy for persistent FTMHs after failed standard repair(s). Methods: Retrospective consecutive case series of patients with persistent FTMH after ≥1 pars plana vitrectomy (PPV) with internal limiting membrane (ILM) peeling, treated with repeat PPV and temporal arcuate relaxing retinotomy. Outcomes included OCT (Optical Coherence Tomography)-confirmed closure after gas absorption and best-corrected visual acuity (BCVA, logMAR), ellipsoid zone (EZ) status, retinotomy-site morphology on OCT/fundus autofluorescence (FAF), and safety/functional outcomes (systematic scotoma symptom inquiry; Humphrey visual field testing when feasible). Exact binomial 95% confidence intervals (CI) were calculated for proportions. Results: Nine eyes (median age 70 years; range 55-76) underwent temporal arcuate relaxing retinotomy for persistent FTMH. Minimum linear diameter ranged 412-1037 µm (median 613 µm). OCT-confirmed closure was achieved in 7/9 eyes (77.8%; 95% CI 40.0-97.2) at a mean follow-up of 5.9 months (range 2-12). BCVA improved in 8/9 eyes (88.9%; 95% CI 51.8-99.7); mean BCVA improved from 1.26 ± 0.51 logMAR pre-operatively to 0.61 ± 0.18 logMAR at last follow-up (mean change -0.64 logMAR; Wilcoxon signed-rank test p = 0.011). As a sensitivity analysis, the paired t-test yielded p = 0.008. Humphrey visual fields were obtained in 6/9 eyes; one patient reported a new paracentral nasal scotoma, which was subjectively well tolerated. Conclusions: In this small consecutive series, temporal arcuate relaxing retinotomy was associated with a 78% closure rate and mean BCVA improvement in eyes with persistent FTMH after failed standard repair(s), with limited symptomatic scotoma reporting in those assessed. Given the retrospective design, small cohort, and incomplete standardized functional testing, larger comparative studies with uniform functional endpoints (microperimetry, RNFL/GCL metrics, and systematic perimetry) are needed to define patient selection, reproducibility, and relative performance versus contemporary salvage options.

背景:指导持续性全层黄斑孔(FTMHs)二次修复的证据仍然有限且不均匀。颞弓弓松弛性视网膜切开术被描述为一种旨在增加颞视网膜顺应性的抢救操作,但功能安全性数据很少。我们报道了在标准修复失败后,颞弓状松弛性视网膜切除术治疗持续性ftmh的连续现实结果。方法:回顾性观察连续连续的≥1部玻璃体切除术(PPV)合并内限制膜(ILM)剥离后持续性FTMH患者,采用重复PPV和颞弓弓舒张性视网膜切除术治疗。结果包括OCT(光学相干断层扫描)确认的气体吸收后闭合和最佳矫正视力(BCVA, logMAR),椭球区(EZ)状态,视网膜切开术部位OCT/眼底自身荧光(FAF)形态学,以及安全性/功能结果(系统性盲点症状调查;可行时进行Humphrey视野测试)。计算了比例的精确二项95%置信区间(CI)。结果:9只眼(中位年龄70岁;范围55-76)因持续性FTMH接受了颞弓状松弛性视网膜切开术。最小线性直径范围为412-1037µm(中位数为613µm)。oct确认闭合7/9只眼(77.8%;95% CI 40.0-97.2),平均随访5.9个月(范围2-12)。8/9眼BCVA改善(88.9%;95% CI 51.8-99.7);平均BCVA由术前的1.26±0.51 logMAR改善至末次随访时的0.61±0.18 logMAR(平均变化-0.64 logMAR; Wilcoxon sign -rank检验p = 0.011)。作为敏感性分析,配对t检验的结果p = 0.008。6/9只眼获得Humphrey视野;一名患者报告了新的中央旁鼻暗瘤,主观上耐受良好。结论:在这个小的连续研究中,颞弓舒张性视网膜切开术与标准修复失败后持续性FTMH患者78%的闭合率和平均BCVA改善相关,在评估的患者中报告了有限的症状性盲点。考虑到回顾性设计、小队列和不完整的标准化功能测试,需要采用统一的功能终点(显微视野、RNFL/GCL指标和系统视野)进行更大规模的比较研究,以确定患者的选择、可重复性和相对于当代挽救方案的性能。
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引用次数: 0
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