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Clinical Outcomes of Aerosolized Versus Intravenous Colistin in Ventilator-Associated Pneumonia Caused by Multidrug-Resistant Gram-Negative Bacteria. 雾化与静脉注射粘菌素治疗多重耐药革兰氏阴性菌所致呼吸机相关性肺炎的临床疗效
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6415
Do Van Loi, Luu Thuy Hien, Tran Thi Tuoi, Nguyen Phuc Thanh, Tran Vuong The Vinh, Luu Quang Thuy, Le Thi Nguyet

Background: Ventilator-associated pneumonia (VAP) caused by multidrug-resistant (MDR) Gram-negative bacteria has presented significant treatment challenges in critical care. While intravenous colistin is commonly used, its nephrotoxicity and limited lung penetration raise concerns. This study aimed to compare the clinical efficacy and safety of aerosolized versus intravenous colistin in patients with VAP.

Methods: The study included 60 adult patients diagnosed with VAP caused by colistin-sensitive MDR Gram-negative bacteria. Treatment decisions (aerosolized or intravenous colistin) were made by attending physicians based on clinical judgment (n = 30 per each group). The primary outcome was clinical success; secondary outcomes included time to defervescence, Clinical Pulmonary Infection Score changes, and adverse events.

Results: Clinical success was achieved in 80.0% of patients in the aerosolized group compared with 70.0% in the intravenous group (P = 0.38). The time to defervescence was significantly shorter in the aerosolized group (3.0 ± 1.2 days) than in the intravenous group (5.0 ± 1.7 days; P = 0.002). Nephrotoxicity occurred in 13.3% of patients receiving aerosolized colistin and in 23.3% of those receiving intravenous colistin (odds ratio (OR) 0.51; 95% confidence interval (95% CI) 0.13-2.03; P = 0.19). Microbiological clearance was observed in 66.7% of the aerosolized group and 56.7% of the intravenous group (P = 0.44). Intensive care unit mortality was 16.7% in the aerosolized group and 23.3% in the intravenous group (P = 0.52).

Conclusion: Aerosolized colistin was feasible and generally well tolerated; however, these findings should be interpreted as descriptive and hypothesis-generating, and further studies are needed to confirm their clinical relevance.

背景:由多重耐药(MDR)革兰氏阴性菌引起的呼吸机相关性肺炎(VAP)在重症监护中提出了重大的治疗挑战。虽然静脉注射粘菌素是常用的,但它的肾毒性和有限的肺渗透引起了人们的关注。本研究旨在比较雾化与静脉注射粘菌素治疗VAP的临床疗效和安全性。方法:对60例诊断为多粘菌素敏感型革兰氏阴性菌所致VAP的成人患者进行研究。治疗决定(雾化或静脉注射粘菌素)由主治医生根据临床判断做出(每组n = 30)。主要结局是临床成功;次要结局包括退热时间、临床肺部感染评分变化和不良事件。结果:雾化组临床成功率为80.0%,静脉注射组为70.0% (P = 0.38)。雾化组退热时间(3.0±1.2 d)明显短于静脉注射组(5.0±1.7 d, P = 0.002)。13.3%接受雾化粘菌素治疗的患者发生肾毒性,23.3%接受静脉注射粘菌素治疗的患者发生肾毒性(优势比0.51;95%置信区间(95% CI) 0.13-2.03;P = 0.19)。雾化组微生物清除率为66.7%,静脉注射组为56.7% (P = 0.44)。重症监护病房死亡率,雾化组为16.7%,静脉注射组为23.3% (P = 0.52)。结论:雾化黏菌素是可行的,且耐受性良好;然而,这些发现应该被解释为描述性和假设生成,需要进一步的研究来证实其临床相关性。
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引用次数: 0
Long-Term Mental Health Evaluation After COVID-19: Insights From the CARDIO COVID 20-21 Registry. COVID-19后的长期心理健康评估:来自CARDIO COVID- 20-21注册表的见解
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6390
Juan Carlos Rivas Nieto, Brayan Daniel Cordoba-Melo, Juan Pablo Arango-Ibanez, Sebastian Seni-Molina, Mario Miguel Barbosa Rengifo, Carlos Alberto Miranda-Bastidas, Andres Felipe Casanova Rojas, Andres Fernando Mina Sanchez, Cesar J Herrera, Miguel Angel Quintana Da Silva, Andres Felipe Buitrago, Maria Lorena Coronel Gilio, Freddy Pow-Chon-Long, Juan Esteban Gomez-Mesa

Background: Psychopathological manifestations are key features of long COVID, contributing to a considerable global mental health burden. Neuropsychiatric sequelae such as anxiety, depression, cognitive dysfunction, and perceived stress may persist for months or years after infection. Latin American populations remain underrepresented, despite a high prevalence of long COVID and unique socio-demographic characteristics. Understanding these impacts is essential for targeted screening and interventions.

Methods: We conducted a prospective study of patients hospitalized for severe COVID-19. Psychiatric evaluation used the General Anxiety Disorder-7, Patient Health Questionnaire-9, Perceived Stress Scale-14, and Addenbrooke's Cognitive Examination-III (ACE-III), at an average of 24.5 months post-illness. Bivariate analyses evaluated differences by sex and intensive care unit (ICU) admission. Multivariable linear regression was used to examine associations between cognitive scores and age, sex, education, socioeconomic status, ICU admission, body mass index, smoking exposure, hypertension, and diabetes.

Results: We included 152 patients; the mean age was 56 years, and 58.5% were male. Anxiety symptoms were present in 33%, depression in 49%, and both perceived stress and cognitive dysfunction were each observed in 11% of patients. Women exhibited significantly higher levels of depression (P = 0.02) and stress (P = 0.011), whereas patients admitted to the ICU demonstrated greater cognitive impairment (P < 0.001). In multivariable regression, male sex (P = 0.002), higher education (P < 0.001), and hypertension (P = 0.037) were significantly associated with higher ACE-III scores, while ICU admission was associated with lower scores (P = 0.017).

Conclusion: Our study reveals a high prevalence of mental health symptoms and cognitive dysfunction among patients 2 years after severe COVID-19. Anxiety showed no differences by sex or ICU requirement. Women exhibited higher rates of depression and perceived stress, while ICU admission was associated with poorer cognitive performance. Our findings should encourage systematic screening, diagnosis, and management of long-term neuropsychiatric sequelae in COVID-19 survivors. However, due to the limitations of the single-center design, further longitudinal and multicenter studies are warranted to better elucidate the long-term psychiatric impact of COVID-19.

背景:精神病理表现是长冠肺炎的关键特征,造成了相当大的全球精神卫生负担。神经精神后遗症,如焦虑、抑郁、认知功能障碍和感知压力可能在感染后持续数月或数年。拉丁美洲人口的代表性仍然不足,尽管长期COVID流行率高且具有独特的社会人口特征。了解这些影响对于有针对性的筛查和干预至关重要。方法:对重症COVID-19住院患者进行前瞻性研究。在平均24.5个月后,使用一般焦虑障碍-7、患者健康问卷-9、感知压力量表-14和阿登布鲁克认知检查- iii (ACE-III)进行精神病学评估。双变量分析评估了性别和重症监护病房(ICU)入院情况的差异。采用多变量线性回归检验认知评分与年龄、性别、教育程度、社会经济地位、ICU入院、体重指数、吸烟暴露、高血压和糖尿病之间的关系。结果:我们纳入了152例患者;平均年龄56岁,58.5%为男性。33%的患者存在焦虑症状,49%的患者存在抑郁症状,11%的患者同时存在感知压力和认知功能障碍。女性患者表现出更高水平的抑郁(P = 0.02)和压力(P = 0.011),而ICU患者表现出更大的认知障碍(P < 0.001)。在多变量回归中,男性(P = 0.002)、高等教育(P < 0.001)和高血压(P = 0.037)与ACE-III评分较高相关,而入住ICU与较低评分相关(P = 0.017)。结论:我们的研究显示,在严重COVID-19后2年的患者中,心理健康症状和认知功能障碍的患病率很高。焦虑无性别或ICU要求差异。女性表现出更高的抑郁率和感知压力,而ICU住院与较差的认知表现有关。我们的研究结果应该鼓励对COVID-19幸存者的长期神经精神后遗症进行系统的筛查、诊断和管理。然而,由于单中心设计的局限性,需要进一步的纵向和多中心研究来更好地阐明COVID-19的长期精神影响。
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引用次数: 0
Efficacy and Safety of Regional Citrate Anticoagulation in Neurocritical Care Patients With Chronic Severe Hypernatremia Undergoing Continuous Renal Replacement Therapy: A Single-Center Retrospective Study. 局部柠檬酸抗凝治疗慢性重度高钠血症患者持续肾替代治疗的疗效和安全性:一项单中心回顾性研究。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6321
Gui Zhen Zhu, Xiao Min Gong, Yang Lu, Xu Ma, Guo Sheng Yan, Jing Yi Wan, Hong Tao Zhang

Background: Hypernatremia is a common complication among neurocritical care patients. This study aimed to investigate the effectiveness and safety of regional citrate anticoagulation (RCA) vs. no anticoagulation (NA) in neurocritical patients receiving continuous renal replacement therapy (CRRT) who also had chronic severe hypernatremia and an elevated risk of bleeding.

Methods: From March 2020 to August 2024, electronic medical records of neuro-critically ill patients who underwent CRRT for chronic severe hypernatremia with elevated risk of bleeding at Henan Provincial People's Hospital's neurocritical intensive care unit (ICU) were retrospectively analyzed. Patients were divided into RCA (n = 70) and NA (n = 28) groups. The key effectiveness objective was the mean serum sodium correction, while the primary safety event was the occurrence of common anticoagulant adverse events. Original cohorts were matched using propensity score matching (PSM) between two groups (n = 21). Risk factors impacting the initial filter lifespan were analyzed using Cox proportional risk regression model.

Results: Both groups achieved similar sodium correction rates (0.5 ± 0.1 mmol/L/h). The RCA group had a lower incidence of both hemorrhagic (6/70 (8.6%) and 8/28 (28.6%), P = 0.021) and filter coagulation (0/70 (0%) and 17/28 (60.7%), P < 0.001) adverse events. After performing Kaplan-Meier curve and multivariable Cox regression, RCA was identified as an independent protective factor for first filter lifespan (hazard ratio (HR) = 0.09, 95% confidence interval (CI), 0.05-0.18).

Conclusion: RCA is safer and equally effective as NA for CRRT in neurocritical patients with chronic severe hypernatremia, reducing bleeding and filter clotting risks. While our retrospective study suggests that RCA is a safe and effective strategy in this population, the findings require validation in a large-scale, randomized controlled trial to establish conclusive evidence.

背景:高钠血症是神经危重症患者常见的并发症。本研究旨在探讨局部柠檬酸抗凝(RCA)与无抗凝(NA)在接受持续肾替代治疗(CRRT)的伴有慢性严重高钠血症和出血风险升高的神经危重症患者中的有效性和安全性。方法:回顾性分析2020年3月至2024年8月在河南省人民医院神经危重重症监护室(ICU)接受CRRT治疗慢性重度高钠血症出血风险增高的神经危重症患者的电子病历。患者分为RCA组(n = 70)和NA组(n = 28)。主要的有效性目标是平均血清钠校正,而主要的安全性事件是常见抗凝不良事件的发生。原始队列在两组之间使用倾向评分匹配(PSM)进行匹配(n = 21)。采用Cox比例风险回归模型对影响过滤器初始寿命的危险因素进行分析。结果:两组钠校正率相近(0.5±0.1 mmol/L/h)。RCA组出血不良事件发生率(6/70(8.6%)和8/28 (28.6%),P = 0.021)和滤过性凝血不良事件发生率(0/70(0%)和17/28 (60.7%),P < 0.001)均较低。经Kaplan-Meier曲线和多变量Cox回归,RCA被确定为第一过滤器寿命的独立保护因素(风险比(HR) = 0.09, 95%置信区间(CI), 0.05-0.18)。结论:RCA治疗慢性重度高钠血症的神经危重症患者与NA治疗CRRT更安全,同样有效,可降低出血和滤过性凝血风险。虽然我们的回顾性研究表明RCA在这一人群中是一种安全有效的策略,但研究结果需要在大规模的随机对照试验中进行验证,以建立确凿的证据。
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引用次数: 0
Predicting Breast Imaging-Reporting and Data System Classification of Palpable Breast Masses Using Ultrasound to Prioritize Mammography Queues. 预测乳房成像报告和数据系统分类可触及的乳房肿块使用超声优先排序乳房x光检查队列。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-04 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6409
Sarisa Thinyu, Thanin Lokeskrawee, Takumi Sakata, Natthaphon Pruksathorn, Suppachai Lawanaskol, Jayanton Patumanond, Suwapim Chanlaor, Wanwisa Bumrungpagdee, Chawalit Lakdee

Background: Breast cancer is the leading cause of cancer death in women worldwide. Breast imaging, usually mammography and/or ultrasound, is classified using the Breast Imaging-Reporting and Data System (BI-RADS). At Lampang Hospital, mammography delays of up to 5 months postpone diagnosis in 40% of breast cancer cases. An urgent queue for palpable breast masses was introduced, but nearly half were benign, leading to inefficient prioritization. This study aimed to develop a two-step model based on high-risk ultrasound features and compare it with reference BI-RADS classifications.

Methods: This diagnostic prediction study collected retrospective data from Lampang Hospital between January 2021 and December 2023. Ultrasound images of 390 patients were independently reviewed by radiologists blinded to the reference BI-RADS classification. Stepwise multivariable risk difference regression analysis was applied to identify predictive characteristics from seven predefined ultrasound findings.

Results: Three predictive characteristics were identified: shape, margin, and echo pattern. The two-step model showed excellent discrimination, with an area under the receiver operating characteristic curve (AuROC) of 0.9801 (95% CI, 0.9696-0.9907) in step 1 and 0.9623 (95% CI, 0.9411-0.9835) in step 2. Internal validation with 200 bootstrap cycles confirmed minimal optimism. Using prevalence-based cut points, the model achieved 88.5% accuracy, with 6.7% underestimation in BI-RADS 4-5 (predicted as 3) and overestimation not exceeding 3% in any category.

Conclusions: A two-step ultrasound-based model using shape, margin, and echo pattern demonstrated excellent discrimination as well as high accuracy, with slightly increased underestimation and minimal overestimation. This re-scheduling strategy optimizes mammography queue prioritization, but external validation is required before clinical implementation.

背景:乳腺癌是全世界妇女癌症死亡的主要原因。乳房成像,通常是乳房x光摄影和/或超声,使用乳房成像报告和数据系统(BI-RADS)进行分类。在南邦医院,乳房x光检查延误多达5个月导致40%的乳腺癌病例延误诊断。可触及乳房肿块的紧急队列被引入,但近一半是良性的,导致低效的优先排序。本研究旨在建立基于高危超声特征的两步模型,并与参考BI-RADS分类进行比较。方法:本诊断预测研究收集了南邦医院2021年1月至2023年12月的回顾性数据。390例患者的超声图像由不了解参考BI-RADS分类的放射科医生独立审查。采用逐步多变量风险差异回归分析从7个预先确定的超声结果中识别预测特征。结果:确定了三个预测特征:形状、边缘和回声模式。两步模型具有良好的判别性,第一步的受试者工作特征曲线下面积(AuROC)为0.9801 (95% CI, 0.9696-0.9907),第2步的受试者工作特征曲线下面积为0.9623 (95% CI, 0.9411-0.9835)。200次启动循环的内部验证证实了最小的乐观度。使用基于患病率的切点,模型达到88.5%的准确率,在BI-RADS 4-5中有6.7%的低估(预测为3),在任何类别中都有不超过3%的高估。结论:基于形状、边缘和回声模式的两步超声模型具有良好的识别能力和较高的准确性,低估率略高,高估率最小。这种重新调度策略优化了乳房x线检查队列的优先级,但在临床实施之前需要外部验证。
{"title":"Predicting Breast Imaging-Reporting and Data System Classification of Palpable Breast Masses Using Ultrasound to Prioritize Mammography Queues.","authors":"Sarisa Thinyu, Thanin Lokeskrawee, Takumi Sakata, Natthaphon Pruksathorn, Suppachai Lawanaskol, Jayanton Patumanond, Suwapim Chanlaor, Wanwisa Bumrungpagdee, Chawalit Lakdee","doi":"10.14740/jocmr6409","DOIUrl":"10.14740/jocmr6409","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer is the leading cause of cancer death in women worldwide. Breast imaging, usually mammography and/or ultrasound, is classified using the Breast Imaging-Reporting and Data System (BI-RADS). At Lampang Hospital, mammography delays of up to 5 months postpone diagnosis in 40% of breast cancer cases. An urgent queue for palpable breast masses was introduced, but nearly half were benign, leading to inefficient prioritization. This study aimed to develop a two-step model based on high-risk ultrasound features and compare it with reference BI-RADS classifications.</p><p><strong>Methods: </strong>This diagnostic prediction study collected retrospective data from Lampang Hospital between January 2021 and December 2023. Ultrasound images of 390 patients were independently reviewed by radiologists blinded to the reference BI-RADS classification. Stepwise multivariable risk difference regression analysis was applied to identify predictive characteristics from seven predefined ultrasound findings.</p><p><strong>Results: </strong>Three predictive characteristics were identified: shape, margin, and echo pattern. The two-step model showed excellent discrimination, with an area under the receiver operating characteristic curve (AuROC) of 0.9801 (95% CI, 0.9696-0.9907) in step 1 and 0.9623 (95% CI, 0.9411-0.9835) in step 2. Internal validation with 200 bootstrap cycles confirmed minimal optimism. Using prevalence-based cut points, the model achieved 88.5% accuracy, with 6.7% underestimation in BI-RADS 4-5 (predicted as 3) and overestimation not exceeding 3% in any category.</p><p><strong>Conclusions: </strong>A two-step ultrasound-based model using shape, margin, and echo pattern demonstrated excellent discrimination as well as high accuracy, with slightly increased underestimation and minimal overestimation. This re-scheduling strategy optimizes mammography queue prioritization, but external validation is required before clinical implementation.</p>","PeriodicalId":94329,"journal":{"name":"Journal of clinical medicine research","volume":"18 1","pages":"50-61"},"PeriodicalIF":2.0,"publicationDate":"2026-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12861517/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146109367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinicopathologic and Immunohistochemical Correlates of Disease-Free Survival in Endometrial Stromal Sarcomas: A Multicenter Retrospective Study From 2017 to 2025. 子宫内膜间质肉瘤无病生存的临床病理和免疫组织化学相关因素:2017 - 2025年多中心回顾性研究
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-04 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6360
Lali Barbakadze, Giorgi Gogitidze, Nikoloz Kintraia, Shota Kepuladze, George Burkadze

Background: Endometrial stromal tumors (ESTs) represent a heterogeneous group of uterine mesenchymal neoplasms with variable clinical outcomes. Although histological grading is a cornerstone for prognosis, the contribution of proliferative and immune microenvironment markers remains incompletely defined.

Methods: We retrospectively analyzed 90 patients diagnosed with endometrial stromal nodule (ESN) (n = 30), low-grade endometrial stromal sarcoma (LG-ESS, n = 30), and high-grade endometrial stromal sarcoma (HG-ESS, n = 30) between 2017 and 2025 across 35 public and private clinics in four Georgian cities. All specimens underwent standardized immunohistochemistry for estrogen receptor (ER), progesterone receptor (PR), Ki67, cyclinD1, cyclin-dependent kinase 4 (CDK4), CD117, forkhead box P3 (FOXP3), CD163, and CD34. Disease-free survival (DFS) was calculated from date of surgery to recurrence/metastasis. Kaplan-Meier curves and log-rank tests were used to assess survival differences, and data-driven cutoffs (Youden index) were employed to stratify biomarker expression. Multivariable Cox proportional hazards regression was applied to identify independent predictors of recurrence.

Results: Median follow-up was 55 months. DFS significantly differed by histology: not reached for ESN, 20.0 months for LG-ESS, and 5.0 months for HG-ESS (log-rank P < 0.0001). High Ki67, cyclinD1, CDK4, CD117, FOXP3, and CD163 predicted shortened DFS, while ER/PR expression correlated with prolonged DFS (all P < 0.0001). In adjusted models, lymphovascular space invasion (LVSI) (odds ratio (OR): 3.59, 95% confidence interval (CI): 3.21 - 3.87), Ki67 (OR: 4.65, 4.08 - 5.10), tumor necrosis (OR: 2.39, 2.06 - 2.79), cyclinD1 (OR: 2.20, 1.99 - 2.43), and CD163 (OR: 2.06, 1.72 - 2.51) remained independently associated with recurrence.

Conclusions: Beyond histological grade, proliferative signaling and M2 macrophage polarization strongly influence recurrence risk in ESS. These findings highlight potential diagnostic and therapeutic targets, suggesting integration of immune and cell-cycle biomarkers into future risk stratification models.

背景:子宫内膜间质肿瘤(ESTs)是一种异质性的子宫间质肿瘤,具有不同的临床结果。虽然组织学分级是预后的基础,但增殖性和免疫微环境标志物的作用仍然不完全明确。方法:我们回顾性分析了2017年至2025年间格鲁吉亚4个城市35家公立和私立诊所诊断为子宫内膜间质结节(ESN) (n = 30)、低级别子宫内膜间质肉瘤(LG-ESS, n = 30)和高级别子宫内膜间质肉瘤(HG-ESS, n = 30)的90例患者。所有标本均进行标准化免疫组化,检测雌激素受体(ER)、孕激素受体(PR)、Ki67、cyclinD1、周期蛋白依赖性激酶4 (CDK4)、CD117、forkhead box P3 (FOXP3)、CD163和CD34。从手术日期到复发/转移计算无病生存期(DFS)。Kaplan-Meier曲线和log-rank检验用于评估生存差异,并采用数据驱动的截断点(约登指数)对生物标志物表达进行分层。采用多变量Cox比例风险回归来确定复发的独立预测因素。结果:中位随访时间为55个月。不同组织学的DFS差异显著:ESN未达到DFS, LG-ESS为20.0个月,HG-ESS为5.0个月(log-rank P < 0.0001)。高Ki67、cyclinD1、CDK4、CD117、FOXP3和CD163预测DFS缩短,而ER/PR表达与DFS延长相关(均P < 0.0001)。在调整后的模型中,淋巴血管腔浸润(LVSI)(优势比(OR): 3.59, 95%可信区间(CI): 3.21 - 3.87)、Ki67 (OR: 4.65, 4.08 - 5.10)、肿瘤坏死(OR: 2.39, 2.06 - 2.79)、cyclinD1 (OR: 2.20, 1.99 - 2.43)和CD163 (OR: 2.06, 1.72 - 2.51)仍然与复发独立相关。结论:在组织学分级之外,增殖信号和M2巨噬细胞极化强烈影响ESS复发风险。这些发现突出了潜在的诊断和治疗靶点,建议将免疫和细胞周期生物标志物整合到未来的风险分层模型中。
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引用次数: 0
Assessment of Social Functioning in Patients With Schizophrenia and Their First-Degree Relatives. 精神分裂症患者及其一级亲属的社会功能评估。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2026-01-04 eCollection Date: 2026-01-01 DOI: 10.14740/jocmr6431
Takamitsu Shimada, Hiroaki Kihara, Yusuke Nitta, Tatsuya Nagasawa, Mitsuru Hasegawa, Yoshiki Maeda, Yasuhiro Kawasaki, Takashi Uehara

Background: Impaired social functioning is one of the core symptoms of schizophrenia (SCZ). Genetic factors have also been implicated in SCZ. To contribute to the discussion on the involvement of genetic factors in SCZ, we evaluated the social functioning of first-degree relatives (FR) of patients with SCZ.

Methods: This was a non-interventional observational study. We examined social functioning using the Japanese version of the Social Functioning Scale (SFS-J) in three groups: SCZ, SCZ FR, and healthy controls (HC). The effects of the groups (SCZ, FR, and HC) on social functioning were evaluated using analysis of covariance. In addition, the cutoff value for SCZ in the SFS total score was calculated, and the trend in the proportion of individuals below the cutoff value in each group was evaluated.

Results: Data from 256 subjects (SCZ (n = 44), FR (n = 26), and HC (n = 186)) were analyzed. Group, years of education, intelligence quotient (IQ), and sex were found to be significant factors affecting SFS total scores. The proportion of SFS scores < 140 (the cutoff value for SCZ) was 9.1% in HC, 57.7% in FR, and 95.4% in SCZ, showing a continuous increase in the proportion of SFS scores < 140 across the three groups (P < 0.0001).

Conclusions: In social functioning assessed by SFS, the score for FR was intermediate between those of SCZ and HC. The results of this study suggest that genetic factors may influence social functioning scores in SCZ and FR.

背景:社会功能障碍是精神分裂症的核心症状之一。遗传因素也与SCZ有关。为了探讨遗传因素在SCZ中的作用,我们评估了SCZ患者的一级亲属(FR)的社会功能。方法:这是一项非介入性观察性研究。我们使用日本版的社会功能量表(SFS-J)检查了三组的社会功能:SCZ、SCZ FR和健康对照组(HC)。使用协方差分析评估各组(SCZ、FR和HC)对社会功能的影响。此外,计算SCZ在SFS总分中的截断值,并评价各组中低于截断值的个体比例变化趋势。结果:共分析了256例受试者(SCZ (n = 44), FR (n = 26), HC (n = 186))的资料。小组、受教育年限、智商(IQ)和性别是影响学生SFS总分的显著因素。SFS评分< 140 (SCZ的临界值)的比例在HC中为9.1%,在FR中为57.7%,在SCZ中为95.4%,三组中SFS评分< 140的比例持续增加(P < 0.0001)。结论:在SFS评价的社会功能中,FR得分介于SCZ和HC之间。本研究结果提示遗传因素可能影响SCZ和FR的社会功能评分。
{"title":"Assessment of Social Functioning in Patients With Schizophrenia and Their First-Degree Relatives.","authors":"Takamitsu Shimada, Hiroaki Kihara, Yusuke Nitta, Tatsuya Nagasawa, Mitsuru Hasegawa, Yoshiki Maeda, Yasuhiro Kawasaki, Takashi Uehara","doi":"10.14740/jocmr6431","DOIUrl":"10.14740/jocmr6431","url":null,"abstract":"<p><strong>Background: </strong>Impaired social functioning is one of the core symptoms of schizophrenia (SCZ). Genetic factors have also been implicated in SCZ. To contribute to the discussion on the involvement of genetic factors in SCZ, we evaluated the social functioning of first-degree relatives (FR) of patients with SCZ.</p><p><strong>Methods: </strong>This was a non-interventional observational study. We examined social functioning using the Japanese version of the Social Functioning Scale (SFS-J) in three groups: SCZ, SCZ FR, and healthy controls (HC). The effects of the groups (SCZ, FR, and HC) on social functioning were evaluated using analysis of covariance. In addition, the cutoff value for SCZ in the SFS total score was calculated, and the trend in the proportion of individuals below the cutoff value in each group was evaluated.</p><p><strong>Results: </strong>Data from 256 subjects (SCZ (n = 44), FR (n = 26), and HC (n = 186)) were analyzed. Group, years of education, intelligence quotient (IQ), and sex were found to be significant factors affecting SFS total scores. The proportion of SFS scores < 140 (the cutoff value for SCZ) was 9.1% in HC, 57.7% in FR, and 95.4% in SCZ, showing a continuous increase in the proportion of SFS scores < 140 across the three groups (P < 0.0001).</p><p><strong>Conclusions: </strong>In social functioning assessed by SFS, the score for FR was intermediate between those of SCZ and HC. The results of this study suggest that genetic factors may influence social functioning scores in SCZ and FR.</p>","PeriodicalId":94329,"journal":{"name":"Journal of clinical medicine research","volume":"18 1","pages":"1-8"},"PeriodicalIF":2.0,"publicationDate":"2026-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12861519/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146109347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ruxolitinib Plus Extracorporeal Photopheresis for Steroid-Refractory Acute and Chronic Graft-Versus-Host Disease. Ruxolitinib联合体外光疗治疗类固醇难治性急性和慢性移植物抗宿主病。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-12-24 eCollection Date: 2025-12-01 DOI: 10.14740/jocmr6385
Khalid Halahleh, Iyad Sultan, Ahmad Abu-Khader, Rozan Al-Far, Lina Halahleh, Zaid Abdel Rahman, Isra Muradi, Eman Khattab, Husam Abu Jazar

Background: Graft-versus-host disease (GvHD) is a serious complication of allogeneic hematopoietic cell transplantation, and the major cause of post-transplant mortality and morbidity. If steroid treatment as first-line therapy fails, treatment options are limited. Ruxolitinib (Ruxo) as well as extracorporeal photopheresis (ECP) showed high efficacy in the treatment of steroid-refractory (SR) acute and chronic GvHD.

Methods: We interrogated data from 68 adult and pediatric patients with SR acute and chronic GvHD, between 2017 and 2024, who received either Ruxo plus ECP (Ruxo + ECP, n = 31) or Ruxo alone (Ruxo, n = 37). Endpoints were to compare the overall response rates (ORRs) including complete response (CR) and partial response (PR) of acute and chronic GvHD at last encounter, and the percentage of patients with history of acute GvHD, who progressed to chronic GvHD at 1 year, 1-year non-relapse mortality (NRM), graft-versus-host disease relapse-free survival (GRFS) and survival outcomes at 3 years.

Results: Patient, disease, and transplant characteristics were well balanced, except for more severe acute GvHD in Ruxo + ECP arm (66.6% vs. 18.5%, P = 0.007) and longer Ruxo treatment in Ruxo alone arm (11 vs. 7 months, P = 0.05). The ORRs were 58% for Ruxo + ECP arm compared to 49% in Ruxo alone arm (P = 0.002) at last encounter and the duration of response was 17.6 versus 9 months (P = 0.3171), respectively. In both arms, 87% and 93% of patients could taper steroids rapidly by 50% and 16%. At 1 year, cumulative incidence of chronic GvHD was higher after Ruxo versus Ruxo + ECP, being 55% (95% CI: 42-69%) vs. 26% (95% CI: 22-64%) (P = 0.018). No statistically significant difference in 1-year NRM, relapse, and GRFS and survival at 3 years was observed.

Conclusion: Our data suggest improved long-term control of acute and chronic GvHD by combining Ruxo plus ECP compared with Ruxo alone.

背景:移植物抗宿主病(GvHD)是同种异体造血细胞移植的严重并发症,是移植后死亡率和发病率的主要原因。如果类固醇治疗作为一线治疗失败,治疗选择是有限的。鲁索利替尼(Ruxolitinib, Ruxo)和体外光移植术(extracorporeal photopheresis, ECP)治疗类固醇难治性(SR)急慢性GvHD疗效显著。方法:我们调查了2017年至2024年间68名患有SR急性和慢性GvHD的成人和儿童患者的数据,这些患者接受了Ruxo + ECP (Ruxo + ECP, n = 31)或单独使用Ruxo (Ruxo, n = 37)。终点是比较急性和慢性GvHD的总缓解率(orr),包括完全缓解(CR)和部分缓解(PR),以及有急性GvHD病史的患者在1年内进展为慢性GvHD的百分比,1年非复发死亡率(NRM),移植物抗宿主病无复发生存率(GRFS)和3年生存结局。结果:除了Ruxo + ECP组更严重的急性GvHD (66.6% vs. 18.5%, P = 0.007)和单独使用Ruxo组更长的治疗时间(11个月vs. 7个月,P = 0.05)外,患者、疾病和移植特征得到了很好的平衡。最后一次接触时,Ruxo + ECP组的orr为58%,而单独Ruxo组为49% (P = 0.002),反应持续时间分别为17.6个月和9个月(P = 0.3171)。在两组中,87%和93%的患者可以迅速减少50%和16%的类固醇。1年后,与Ruxo + ECP相比,Ruxo组慢性GvHD的累积发病率更高,分别为55% (95% CI: 42-69%)和26% (95% CI: 22-64%) (P = 0.018)。1年NRM、复发、GRFS和3年生存率无统计学差异。结论:我们的数据表明,与单独使用Ruxo相比,Ruxo联合ECP可改善急性和慢性GvHD的长期控制。
{"title":"Ruxolitinib Plus Extracorporeal Photopheresis for Steroid-Refractory Acute and Chronic Graft-Versus-Host Disease.","authors":"Khalid Halahleh, Iyad Sultan, Ahmad Abu-Khader, Rozan Al-Far, Lina Halahleh, Zaid Abdel Rahman, Isra Muradi, Eman Khattab, Husam Abu Jazar","doi":"10.14740/jocmr6385","DOIUrl":"10.14740/jocmr6385","url":null,"abstract":"<p><strong>Background: </strong>Graft-versus-host disease (GvHD) is a serious complication of allogeneic hematopoietic cell transplantation, and the major cause of post-transplant mortality and morbidity. If steroid treatment as first-line therapy fails, treatment options are limited. Ruxolitinib (Ruxo) as well as extracorporeal photopheresis (ECP) showed high efficacy in the treatment of steroid-refractory (SR) acute and chronic GvHD.</p><p><strong>Methods: </strong>We interrogated data from 68 adult and pediatric patients with SR acute and chronic GvHD, between 2017 and 2024, who received either Ruxo plus ECP (Ruxo + ECP, n = 31) or Ruxo alone (Ruxo, n = 37). Endpoints were to compare the overall response rates (ORRs) including complete response (CR) and partial response (PR) of acute and chronic GvHD at last encounter, and the percentage of patients with history of acute GvHD, who progressed to chronic GvHD at 1 year, 1-year non-relapse mortality (NRM), graft-versus-host disease relapse-free survival (GRFS) and survival outcomes at 3 years.</p><p><strong>Results: </strong>Patient, disease, and transplant characteristics were well balanced, except for more severe acute GvHD in Ruxo + ECP arm (66.6% vs. 18.5%, P = 0.007) and longer Ruxo treatment in Ruxo alone arm (11 vs. 7 months, P = 0.05). The ORRs were 58% for Ruxo + ECP arm compared to 49% in Ruxo alone arm (P = 0.002) at last encounter and the duration of response was 17.6 versus 9 months (P = 0.3171), respectively. In both arms, 87% and 93% of patients could taper steroids rapidly by 50% and 16%. At 1 year, cumulative incidence of chronic GvHD was higher after Ruxo versus Ruxo + ECP, being 55% (95% CI: 42-69%) vs. 26% (95% CI: 22-64%) (P = 0.018). No statistically significant difference in 1-year NRM, relapse, and GRFS and survival at 3 years was observed.</p><p><strong>Conclusion: </strong>Our data suggest improved long-term control of acute and chronic GvHD by combining Ruxo plus ECP compared with Ruxo alone.</p>","PeriodicalId":94329,"journal":{"name":"Journal of clinical medicine research","volume":"17 12","pages":"698-707"},"PeriodicalIF":2.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12758053/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular and Immune Microenvironmental Changes Across Endometrial Lesions: A Comprehensive Immunohistochemical and Clinical Analysis of Progression From Benignity to Carcinoma. 子宫内膜病变的分子和免疫微环境变化:从良性到癌进展的全面免疫组织化学和临床分析。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-12-24 eCollection Date: 2025-12-01 DOI: 10.14740/jocmr6342
Beka Metreveli, Tinatin Gagua, Davit Gagua, Shota Kepuladze, George Burkadze

Background: Adenomyosis and endometriosis are estrogen-driven disorders with a recognized potential for malignant transformation, particularly through atypical endometriosis. The molecular and immune mechanisms underlying this progression remain incompletely understood. However, clinical factors such as age, comorbidities, and hormonal therapy can also influence lesion behavior. The objectives were to comprehensively evaluate hormonal, proliferative-apoptotic, cell-cycle, and immune-microenvironmental alterations across the spectrum of endometrial lesions and to assess the impact of prior endometrial hyperplasia and associated clinical parameters.

Methods: Seventy-seven formalin-fixed paraffin-embedded cases were stratified into five groups: eutopic endometrium (n = 17), adenomyosis (n = 27), typical endometriosis (n = 16), atypical endometriosis (n = 10), and endometriosis-associated carcinoma (n = 24). Immunohistochemical analysis included estrogen receptor, progesterone receptor, Ki67, BCL2, P53, cyclin D1, CDK4, P16, FOXP3, CD68, and CD163. Clinical variables including age, comorbidities, and medication history were integrated into statistical analysis. Marker expression was quantified semi-quantitatively, and clinical associations with prior endometrial hyperplasia were evaluated using Kruskal-Wallis and Mann-Whitney U tests.

Results: Cyclin D1, CDK4, and P16 expression progressively increased from benign lesions to carcinoma (P < 0.001). FOXP3+ T cells and CD163+ M2 macrophages accumulated in atypical endometriosis and carcinoma, indicating an immunosuppressive microenvironment. Patients with prior atypical endometrial hyperplasia demonstrated significantly higher expression of proliferative (cyclin D1, CDK4, and P16) and immune-suppressive markers (FOXP3 and CD163) and a 66% progression to carcinoma. Clinical background factors were statistically adjusted and did not alter the overall progression trend.

Conclusion: The stepwise evolution from benign endometrial lesions to carcinoma is driven by coordinated proliferative and immune microenvironmental shifts, potentiated by a history of atypical endometrial hyperplasia. Integrating immunohistochemical and clinical risk factors may enhance early identification and surveillance of patients at high risk for endometriosis-associated carcinoma.

背景:子宫腺肌症和子宫内膜异位症是雌激素驱动的疾病,具有公认的恶性转化潜力,特别是通过非典型子宫内膜异位症。这一进展背后的分子和免疫机制尚不完全清楚。然而,临床因素如年龄、合并症和激素治疗也会影响病变行为。目的是全面评估激素、增殖-凋亡、细胞周期和免疫微环境在子宫内膜病变范围内的改变,并评估既往子宫内膜增生和相关临床参数的影响。方法:77例经福尔马林固定石蜡包埋的患者分为5组:异位子宫内膜(n = 17)、子宫腺肌症(n = 27)、典型子宫内膜异位症(n = 16)、不典型子宫内膜异位症(n = 10)和子宫内膜异位症相关癌(n = 24)。免疫组化分析包括雌激素受体、孕激素受体、Ki67、BCL2、P53、cyclin D1、CDK4、P16、FOXP3、CD68、CD163。年龄、合并症、用药史等临床变量纳入统计分析。标记物的表达被半定量地量化,并通过Kruskal-Wallis和Mann-Whitney U检验评估与既往子宫内膜增生的临床关联。结果:Cyclin D1、CDK4、P16的表达从良性病变到恶性病变逐渐升高(P < 0.001)。FOXP3+ T细胞和CD163+ M2巨噬细胞在非典型子宫内膜异位症和癌中积累,提示免疫抑制微环境。既往不典型子宫内膜增生的患者表现出明显更高的增殖(细胞周期蛋白D1、CDK4和P16)和免疫抑制标志物(FOXP3和CD163)的表达,并有66%的进展为癌。对临床背景因素进行统计学调整,并没有改变总体进展趋势。结论:子宫内膜良性病变向癌的逐步演变是由增殖性和免疫微环境的协同变化驱动的,而非典型子宫内膜增生史则进一步增强了这种变化。结合免疫组织化学和临床危险因素可以增强对子宫内膜异位症相关癌高危患者的早期识别和监测。
{"title":"Molecular and Immune Microenvironmental Changes Across Endometrial Lesions: A Comprehensive Immunohistochemical and Clinical Analysis of Progression From Benignity to Carcinoma.","authors":"Beka Metreveli, Tinatin Gagua, Davit Gagua, Shota Kepuladze, George Burkadze","doi":"10.14740/jocmr6342","DOIUrl":"10.14740/jocmr6342","url":null,"abstract":"<p><strong>Background: </strong>Adenomyosis and endometriosis are estrogen-driven disorders with a recognized potential for malignant transformation, particularly through atypical endometriosis. The molecular and immune mechanisms underlying this progression remain incompletely understood. However, clinical factors such as age, comorbidities, and hormonal therapy can also influence lesion behavior. The objectives were to comprehensively evaluate hormonal, proliferative-apoptotic, cell-cycle, and immune-microenvironmental alterations across the spectrum of endometrial lesions and to assess the impact of prior endometrial hyperplasia and associated clinical parameters.</p><p><strong>Methods: </strong>Seventy-seven formalin-fixed paraffin-embedded cases were stratified into five groups: eutopic endometrium (n = 17), adenomyosis (n = 27), typical endometriosis (n = 16), atypical endometriosis (n = 10), and endometriosis-associated carcinoma (n = 24). Immunohistochemical analysis included estrogen receptor, progesterone receptor, Ki67, BCL2, P53, cyclin D1, CDK4, P16, FOXP3, CD68, and CD163. Clinical variables including age, comorbidities, and medication history were integrated into statistical analysis. Marker expression was quantified semi-quantitatively, and clinical associations with prior endometrial hyperplasia were evaluated using Kruskal-Wallis and Mann-Whitney U tests.</p><p><strong>Results: </strong>Cyclin D1, CDK4, and P16 expression progressively increased from benign lesions to carcinoma (P < 0.001). FOXP3<sup>+</sup> T cells and CD163<sup>+</sup> M2 macrophages accumulated in atypical endometriosis and carcinoma, indicating an immunosuppressive microenvironment. Patients with prior atypical endometrial hyperplasia demonstrated significantly higher expression of proliferative (cyclin D1, CDK4, and P16) and immune-suppressive markers (FOXP3 and CD163) and a 66% progression to carcinoma. Clinical background factors were statistically adjusted and did not alter the overall progression trend.</p><p><strong>Conclusion: </strong>The stepwise evolution from benign endometrial lesions to carcinoma is driven by coordinated proliferative and immune microenvironmental shifts, potentiated by a history of atypical endometrial hyperplasia. Integrating immunohistochemical and clinical risk factors may enhance early identification and surveillance of patients at high risk for endometriosis-associated carcinoma.</p>","PeriodicalId":94329,"journal":{"name":"Journal of clinical medicine research","volume":"17 12","pages":"726-732"},"PeriodicalIF":2.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12758034/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Atrial Fibrillation in the Context of Thyrotoxicosis: Prevalence and Clinical Determinants. 心房颤动在甲状腺毒症的背景下:患病率和临床决定因素。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-12-24 eCollection Date: 2025-12-01 DOI: 10.14740/jocmr6413
Sukrisd Koowattanatianchai, Arwarit Pocathikorn, Vimonsri Rangsrisaeneepitak, Kiraphol Kaladee, Chatchai Kreepala

Background: Atrial fibrillation (AF) is a frequent but variably reported complication of thyrotoxicosis, with mechanisms that extend beyond thyroid hormone excess. Clarifying its prevalence and determinants may guide early detection and management.

Methods: We conducted a retrospective cross-sectional study of adults with thyrotoxicosis. Clinical, biochemical, and electrocardiographic data were reviewed. Associations between variables and AF were assessed using generalized linear models with robust errors, and results expressed as adjusted odds ratios (ORs) with 95% confidence intervals (CIs).

Results: Among 801 patients with thyrotoxicosis, 65 had AF, yielding a prevalence of 8.1% (95% CI: 6.3 - 10.2). Compared with non-AF patients, those with AF were older, more often male (48% vs. 20%), and more frequently had chronic kidney disease, dyslipidemia, diabetes, heart failure (HF), cerebrovascular disease, and thyroid crisis (all P < 0.01). In multivariable analysis, independent determinants included age 35 - 60 years (adjusted OR 5.48; 95% CI: 2.03 - 14.83), age > 60 years (adjusted OR 11.39; 95% CI: 3.43 - 37.76), male sex (adjusted OR 3.38; 95% CI: 1.70 - 6.30), HF (adjusted OR 11.25; 95% CI: 2.85 - 44.54), and thyroid crisis (adjusted OR 61.84; 95% CI: 21.89 - 181.32). Thyroid hormone levels were not independently associated with AF.

Conclusion: AF was observed in approximately 8% of patients with thyrotoxicosis. The findings suggested that clinical vulnerabilities - older age, male sex, HF, and thyroid crisis - were more strongly associated with AF than thyroid hormone levels. These results supported targeted AF screening in high-risk thyrotoxic patients and indicated that rhythm management should consider patient susceptibility alongside restoring euthyroidism.

背景:心房颤动(AF)是甲状腺毒症的一种常见但报道不一的并发症,其机制超出了甲状腺激素过量。澄清其患病率和决定因素可指导早期发现和管理。方法:我们对成人甲状腺毒症患者进行了回顾性横断面研究。回顾了临床、生化和心电图数据。使用具有稳健误差的广义线性模型评估变量与房颤之间的关联,结果以校正优势比(ORs)表示,95%置信区间(ci)。结果:801例甲状腺毒症患者中,65例有房颤,患病率为8.1% (95% CI: 6.3 - 10.2)。与非房颤患者相比,房颤患者年龄偏大,男性居多(48%比20%),并发慢性肾病、血脂异常、糖尿病、心力衰竭、脑血管疾病和甲状腺危象的患者较多(P < 0.01)。在多变量分析中,独立决定因素包括年龄35 - 60岁(调整OR 5.48; 95% CI: 2.03 - 14.83)、年龄60岁(调整OR 11.39; 95% CI: 3.43 - 37.76)、男性(调整OR 3.38; 95% CI: 1.70 - 6.30)、心力衰竭(调整OR 11.25; 95% CI: 2.85 - 44.54)和甲状腺危机(调整OR 61.84; 95% CI: 21.89 - 181.32)。甲状腺激素水平与房颤无独立相关性。结论:约8%的甲状腺毒症患者存在房颤。研究结果表明,临床脆弱性——年龄较大、男性、心衰和甲状腺危象——与房颤的关系比甲状腺激素水平更密切。这些结果支持在高危甲状腺毒性患者中进行有针对性的房颤筛查,并表明节律管理应在恢复甲状腺功能正常的同时考虑患者易感性。
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引用次数: 0
Machine Learning-Based Model to Classify Emergency Severity Index Levels 1-3 in Febrile Patients With Tachycardia: Thailand Triage Prediction System. 基于机器学习的热性心动过速患者紧急严重程度指数等级1-3的分类模型:泰国分诊预测系统。
IF 2 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-12-24 eCollection Date: 2025-12-01 DOI: 10.14740/jocmr6371
Chanitda Wicha, Thanin Lokeskrawee, Sagoontee Inkate, Natthaphon Pruksathorn, Jarupa Yaowalaorng, Suppachai Lawanaskol, Jayanton Patumanond, Suwapim Chanlaor, Wanwisa Bumrungpagdee, Chawalit Lakdee

Background: Febrile patients with tachycardia present diverse profiles that complicate triage. Although the Emergency Severity Index (ESI) is widely used in Thailand, inter-rater variability limits consistency. Machine learning (ML) may enhance reliability using routinely collected triage data. The objectives were to develop and evaluate ML models predicting ESI levels 1-3 in febrile tachycardic adults and identify the best model for clinical use.

Methods: This diagnostic prediction study analyzed adults with fever (≥ 37.6 °C) and pulse rate > 100 beats per minute in the triage area of Lampang Hospital, Thailand, during June - August 2024. Patients with complete data were included, whereas referrals and expert-disagreement cases were excluded. Expert-assigned ESI levels were the outcome. Thirteen routinely collected triage variables were evaluated as candidate predictors. The dataset (n = 500) was randomly split 80:20 into development and testing sets. Random forest, extreme gradient boosting (XGBoost), and gradient boosting machine models were developed using five-fold cross-validation with class-weighting for imbalance correction. Performance was assessed using area under the receiver operating characteristic curve (AuROC), calibration, and confusion matrices, with attention to clinically relevant misclassification.

Results: XGBoost demonstrated the best discrimination with AuROC values of 1.00 (confidence interval (CI): 0.99 - 1.00), 0.94 (CI: 0.89 - 0.98), and 0.97 (CI: 0.93 - 1.00) for ESI levels 1-3 in the test set. Calibration showed the lowest Brier scores, and misclassification was minimal, supporting strong predictive consistency across categories.

Conclusions: XGBoost was selected for integration into the Smart ER system as the Thailand Triage Prediction System (TTPS), providing real-time prediction to enhance triage accuracy, support decision-making, and improve workflow.

背景:发热性心动过速患者表现出不同的特征,使分诊变得复杂。尽管紧急程度指数(ESI)在泰国被广泛使用,但评级机构间的可变性限制了一致性。机器学习(ML)可以使用常规收集的分诊数据来提高可靠性。目的是开发和评估预测发热性心动过速成人ESI水平1-3的ML模型,并确定临床使用的最佳模型。方法:本诊断预测研究分析了2024年6 - 8月泰国南邦医院分诊区发热(≥37.6°C)、脉搏率bbb100次/分钟的成人。数据完整的患者被纳入,而转诊和专家意见不一致的病例被排除在外。专家指定的ESI水平是结果。13个常规收集的分类变量被评估为候选预测因子。数据集(n = 500)被随机分成80:20的开发集和测试集。随机森林、极端梯度增强(XGBoost)和梯度增强机器模型使用五重交叉验证和类加权进行不平衡校正。使用受试者工作特征曲线下面积(AuROC)、校准和混淆矩阵评估性能,并注意临床相关的错误分类。结果:XGBoost对ESI水平1-3的AuROC值分别为1.00(置信区间(CI) 0.99 ~ 1.00)、0.94 (CI: 0.89 ~ 0.98)和0.97 (CI: 0.93 ~ 1.00),具有最佳的鉴别效果。校准显示Brier分数最低,错误分类最小,支持跨类别的强预测一致性。结论:选择XGBoost作为泰国分诊预测系统(TTPS)集成到Smart ER系统中,提供实时预测,提高分诊准确性,支持决策,改善工作流程。
{"title":"Machine Learning-Based Model to Classify Emergency Severity Index Levels 1-3 in Febrile Patients With Tachycardia: Thailand Triage Prediction System.","authors":"Chanitda Wicha, Thanin Lokeskrawee, Sagoontee Inkate, Natthaphon Pruksathorn, Jarupa Yaowalaorng, Suppachai Lawanaskol, Jayanton Patumanond, Suwapim Chanlaor, Wanwisa Bumrungpagdee, Chawalit Lakdee","doi":"10.14740/jocmr6371","DOIUrl":"10.14740/jocmr6371","url":null,"abstract":"<p><strong>Background: </strong>Febrile patients with tachycardia present diverse profiles that complicate triage. Although the Emergency Severity Index (ESI) is widely used in Thailand, inter-rater variability limits consistency. Machine learning (ML) may enhance reliability using routinely collected triage data. The objectives were to develop and evaluate ML models predicting ESI levels 1-3 in febrile tachycardic adults and identify the best model for clinical use.</p><p><strong>Methods: </strong>This diagnostic prediction study analyzed adults with fever (≥ 37.6 °C) and pulse rate > 100 beats per minute in the triage area of Lampang Hospital, Thailand, during June - August 2024. Patients with complete data were included, whereas referrals and expert-disagreement cases were excluded. Expert-assigned ESI levels were the outcome. Thirteen routinely collected triage variables were evaluated as candidate predictors. The dataset (n = 500) was randomly split 80:20 into development and testing sets. Random forest, extreme gradient boosting (XGBoost), and gradient boosting machine models were developed using five-fold cross-validation with class-weighting for imbalance correction. Performance was assessed using area under the receiver operating characteristic curve (AuROC), calibration, and confusion matrices, with attention to clinically relevant misclassification.</p><p><strong>Results: </strong>XGBoost demonstrated the best discrimination with AuROC values of 1.00 (confidence interval (CI): 0.99 - 1.00), 0.94 (CI: 0.89 - 0.98), and 0.97 (CI: 0.93 - 1.00) for ESI levels 1-3 in the test set. Calibration showed the lowest Brier scores, and misclassification was minimal, supporting strong predictive consistency across categories.</p><p><strong>Conclusions: </strong>XGBoost was selected for integration into the Smart ER system as the Thailand Triage Prediction System (TTPS), providing real-time prediction to enhance triage accuracy, support decision-making, and improve workflow.</p>","PeriodicalId":94329,"journal":{"name":"Journal of clinical medicine research","volume":"17 12","pages":"676-687"},"PeriodicalIF":2.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12758047/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of clinical medicine research
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