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Long Live Random Forest - The Quiet, Long-Lasting Power of Statistical Learning for Molecular Diagnostics in the AI Era. 随机森林万岁——人工智能时代分子诊断统计学习的安静、持久的力量。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDe2500248
Claudio Battiloro, Francesca Dominici
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引用次数: 0
Do SGLT2is Improve End-of-Life Care in Adults with Advanced Heart Failure? SGLT2is能改善晚期心力衰竭患者的临终关怀吗?
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDtt2400357
Media Mokhtarnia, Kieran L Quinn

AbstractSodium-glucose cotransporter-2 inhibitors (SGLT2 inhibitors) improve quality of life, functional capacity, and survival, and reduce hospitalization in adults with heart failure (HF). However, most controlled trials to date have enrolled few adults with advanced HF and multiple chronic illnesses. Despite favorable evidence in adults with HF, the safety and effectiveness of SGLT2 inhibitors on patient-centered outcomes in adults with advanced HF and multiple chronic illnesses remain unknown. This Tomorrow's Trial reviews the existing evidence and proposes a trial to address the question, "Do SGLT2 inhibitors improve end-of-life care in adults with advanced heart failure?"

钠-葡萄糖共转运蛋白-2抑制剂(SGLT2抑制剂)可改善成人心力衰竭(HF)患者的生活质量、功能能力和生存率,并减少住院率。然而,迄今为止,大多数对照试验只招募了少数患有晚期心衰和多种慢性疾病的成年人。尽管在成年HF患者中有良好的证据,但SGLT2抑制剂对晚期HF和多种慢性疾病成人患者的安全性和有效性仍然未知。这项明天的试验回顾了现有的证据,并提出了一项试验来解决这个问题,“SGLT2抑制剂是否能改善晚期心力衰竭成人的临终关怀?”
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引用次数: 0
A 62-Year-Old Woman with Diarrhea after Hematopoietic Stem-Cell Transplantation. 一例62岁女性造血干细胞移植后腹泻。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDmr2500142
Edwin U Suárez, Fabio Torres-Saavedra, José L López-Lorenzo, María Á Pérez-Sáenz, Laura Pardo-Gambarte, Laura Solán-Blanco, Pilar Llamas, Rafael Carias-Calix, Javier Cornago-Navascues

Morning Report is a time-honored tradition where physicians-in-training present cases to their colleagues and clinical experts to collaboratively examine an interesting patient presentation. The Morning Report section seeks to carry on this tradition by presenting a patient's chief concern and story, inviting the reader to develop a differential diagnosis and discover the diagnosis alongside the authors of the case. This report examines the story of a 62-year-old woman who presented with diarrhea and fatigue 8 weeks after haploidentical hematopoietic stem-cell transplantation. Using targeted questions, physical examination, and diagnostic testing, an illness script for the presentation emerges. As the clinical course progresses, the differential is refined until a final diagnosis is made.

晨报是一个历史悠久的传统,在培训中的医生向他们的同事和临床专家展示病例,共同检查有趣的患者陈述。早间报道部分试图通过呈现患者的主要关注点和故事来继承这一传统,邀请读者进行鉴别诊断,并与病例作者一起发现诊断。本报告报告了一位62岁的女性,她在单倍体造血干细胞移植后8周出现腹泻和疲劳。通过有针对性的问题、身体检查和诊断测试,演示文稿的疾病脚本出现了。随着临床病程的进展,鉴别方法不断完善,直到做出最终诊断。
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引用次数: 0
Validation of a Saliva Micro-RNA Signature for Endometriosis. 子宫内膜异位症唾液微rna标记的验证。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDoa2400195
Sofiane Bendifallah, Horace Roman, Stéphane Suisse, Andrew Spiers, Erick Petit, Léa Delbos, Yohann Dabi, Cyril Touboul, Thomas Dennis, Benjamin Merlot, Eric Sauvanet, Raffaèle Fauvet, Estelle Jamard, Hennetier Clotilde, Perrin Morgane, Benjamin Fedida, Krystel Nyangoh, Vincent Lavoué, Claire-Marie Roger, Nicolas Lucas, Thomas Darnaud, Anne-Sophie Boudy, Ludivine Genre, Pierre Leguevaque, Cherif Akldios, Mikhael Benjoar, Elodie Chantalat, Yann Tanguy Le Gac, Mathieu Poilblanc, Pascal Rousset, Hervé Fernandez, Francois Golfier, Philippe Descamps

Background: Diagnosis of endometriosis is a challenge. The recent development of a saliva-based micro-ribonucleic acid (miRNA) signature for the diagnosis of endometriosis may enable a timelier and less invasive approach, but this requires external validation.

Methods: The prospective, multicenter validation of the salivary miRNA signature of endometriosis (ENDOmiRNA) study aimed to assess the diagnostic accuracy, validate the biological reproducibility, and evaluate the clinical utility of a saliva miRNA signature of endometriosis. The study population comprised patients 18 to 43 years of age with signs and symptoms suggestive of endometriosis, who were recruited from diverse medical settings. Patients received a diagnosis of endometriosis by imaging, laparoscopic procedure, or both. All patients who were determined to not have endometriosis were classified as controls (and all underwent laparoscopy). Assessment of endometriosis status based on the saliva miRNA signature was established blinded to patients' endometriosis status, as determined by imaging and/or laparoscopy and/or histology.

Results: The external validation population was composed of 971 patients, including patients from a prior interim analysis, with an overall endometriosis prevalence of 77%. The saliva miRNA signature had an accuracy (defined as the probability of correct classification for both positive and negative results) of 96.6% (95% confidence interval [CI], 95.2 to 97.6%), a sensitivity of 97.3% (95% CI, 96.4 to 98.0%), a specificity of 94.1% (95% CI, 91.0 to 96.4%), a positive predictive value of 98.2% (95% CI, 97.3 to 98.9%), a negative predictive value of 91.3% (95% CI, 88.3 to 93.4%), a positive likelihood ratio of 16.6 (95% CI, 10.8 to 26.9), and a negative likelihood ratio of 0.03 (95% CI, 0.02 to 0.04). Among patients with surgical confirmation of the diagnosis, misclassification, underestimation, and overestimation rates were 4.6%, 2.4%, and 2.2%, respectively, for the saliva miRNA signature and 27.2%, 15.1%, and 12.2%, respectively, for imaging (either transvaginal ultrasound, magnetic resonance imaging, or both).

Conclusions: This prospective, multicenter external validation study demonstrated the accurate performance of a saliva-based miRNA signature for the diagnosis of endometriosis in this cohort. (Funded by Ziwig; ClinicalTrials.gov number, NCT05244668.).

背景:子宫内膜异位症的诊断是一个挑战。最近基于唾液的微核糖核酸(miRNA)标记诊断子宫内膜异位症的发展可能使一个更及时和侵入性更小的方法,但这需要外部验证。方法:前瞻性、多中心验证子宫内膜异位症唾液miRNA标记(ENDOmiRNA)研究旨在评估子宫内膜异位症唾液miRNA标记的诊断准确性、验证其生物学可重复性,并评估其临床应用价值。研究人群包括来自不同医疗机构的18至43岁有子宫内膜异位症体征和症状的患者。患者接受诊断子宫内膜异位症通过影像学,腹腔镜手术,或两者兼而有之。所有确定没有子宫内膜异位症的患者被归类为对照组(所有患者都接受了腹腔镜检查)。基于唾液miRNA特征的子宫内膜异位症状态评估是在患者子宫内膜异位症状态的盲法下建立的,由影像学和/或腹腔镜检查和/或组织学确定。结果:外部验证人群由971例患者组成,包括先前中期分析的患者,总体子宫内膜异位症患病率为77%。唾液microrna的签名有一个精度(定义为正确分类的概率对积极和消极结果)的96.6%(95%可信区间(CI), 95.2到97.6%),灵敏度为97.3% (95% CI, 96.4 - 98.0%),特异性为94.1% (95% CI, 91.0 - 96.4%),阳性预测值98.2% (95% CI, 97.3 - 98.9%),负面预测值的91.3% (95% CI, 88.3 - 93.4%),一个积极的似然比为16.6 (95% CI, 10.8 - 26.9),负似然比为0.03 (95% CI, 0.02 ~ 0.04)。在手术确认诊断的患者中,唾液miRNA特征的误分类、低估和高估率分别为4.6%、2.4%和2.2%,影像学(经阴道超声、磁共振成像或两者兼有)的误分类、低估和高估率分别为27.2%、15.1%和12.2%。结论:这项前瞻性、多中心的外部验证研究证明了基于唾液的miRNA标记在该队列中诊断子宫内膜异位症的准确性能。(由Ziwig资助;ClinicalTrials.gov编号NCT05244668.)。
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引用次数: 0
Age and Treatment Intensification in Metastatic Hormone-Sensitive Prostate Cancer. 转移性激素敏感前列腺癌的年龄和治疗强化。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDoa2500109
Alicia K Morgans, Soumyajit Roy, Angela Y Jia, Pedro Barata, Nicholas G Zaorsky, Jorge A Garcia, Jason R Brown, Santosh Rao, Prateek Mendiratta, Andrew J Armstrong, Maha H Hussain, Gerhardt Attard, Nicholas D James, Karim Fizazi, Yilun Sun, Daniel E Spratt

Background: Older men with metastatic hormone-sensitive prostate cancer (mHSPC) are more likely to have comorbid medical conditions and die from causes other than prostate cancer. We aimed to determine if age impacts the overall survival (OS) benefit from systemic treatment intensification (TI) with androgen receptor pathway inhibitors (ARPIs) and/or chemotherapy in mHSPC.

Methods: A systematic literature search in MEDLINE, Embase, and conference proceedings was conducted to identify randomized phase 3 trials in mHSPC evaluating the role of TI between January 1, 2010, and January 1, 2024. Age was dichotomized as 70 years or older in all trials, except as 75 years or older in one trial. Meta-analyses were performed with random-effects modeling. Meta-regression was performed using Hartung-Knapp methods. Individual patient data (IPD) from three trials (TITAN, ARASENS, and LATITUDE) were used to validate the aggregate meta-analysis.

Results: Eleven randomized comparisons (n=13,648 patients; 8324 younger men and 5162 older men) were included in the aggregate meta-analysis. Overall, TI was associated with improved OS (hazard ratio, 0.73; 95% confidence interval [CI], 0.68 to 0.78). There was an interaction between age and TI on OS (P-interaction <0.001; younger men: hazard ratio, 0.63; 95% CI, 0.56 to 0.70; older men: hazard ratio, 0.82; 95% CI, 0.74 to 0.90). TI was not associated with improvement in OS in older men treated in trials utilizing predominantly triplet therapy (hazard ratio, 0.94; 95% CI, 0.77 to 1.14). These results were similar in the IPD analysis. In the IPD analysis, ARPI addition was associated with improved OS in men 70 years or older with high-volume synchronous disease (hazard ratio, 0.83; 95% CI, 0.70 to 0.99), but not in low-volume synchronous disease (hazard ratio, 0.89; 95% CI, 0.61 to 1.30).

Conclusions: We observed an interaction between age and systemic TI on OS for men with mHSPC. Our data provide information on potential treatment strategies for men 70 years or older, especially in low-volume synchronous disease, where radiotherapy to the primary site is the standard of care. (Funded by the National Institutes of Health and others.).

背景:患有转移性激素敏感前列腺癌(mHSPC)的老年男性更有可能患有合并症,并死于前列腺癌以外的原因。我们的目的是确定年龄是否会影响mHSPC中雄激素受体途径抑制剂(arpi)和/或化疗的全身治疗强化(TI)的总生存期(OS)获益。方法:在MEDLINE、Embase和会议记录中进行系统的文献检索,以确定2010年1月1日至2024年1月1日期间mHSPC中评估TI作用的随机3期试验。在所有试验中,年龄都被分为70岁或以上,但在一项试验中年龄被分为75岁或以上。采用随机效应模型进行meta分析。采用Hartung-Knapp方法进行meta回归。来自三项试验(TITAN、ARASENS和LATITUDE)的个体患者数据(IPD)被用于验证汇总荟萃分析。结果:11个随机比较(n=13,648例患者;8324名年轻男性和5162名老年男性)被纳入综合meta分析。总体而言,TI与OS改善相关(风险比0.73;95%可信区间[CI], 0.68 ~ 0.78)。结论:我们观察到mHSPC男性患者的年龄和全身TI - OS之间存在相互作用。我们的数据为70岁或以上男性的潜在治疗策略提供了信息,特别是在小体积同步疾病中,对原发部位进行放射治疗是标准的护理。(由美国国立卫生研究院和其他机构资助。)
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引用次数: 0
Genetics of Cholesterol and Coronary Disease Risk across Six Global Ancestries. 6个全球祖先中胆固醇和冠心病风险的遗传学研究
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDoa2500105
Sarah M Urbut, Qiuli Chen, Yang Sui, Anika Misra, Satoshi Koyama, Whitney Hornsby, Gina M Peloso, Sarah Finer, David A van Heel, Kaoro Ito, Fowzan Alkuraya, Akl C Fahed, Minxian Wang, Pradeep Natarajan

Background: Clinical trials of low-density lipoprotein cholesterol (LDL-C)-lowering medicines have shown improvement in cardiovascular disease risk. However, representation across diverse communities in such trials is limited. We set out to study whether or not more diverse human genetic studies could provide an opportunity to test whether these trial results can be generalized to poorly populations poorly represented in drug clinical trials.

Methods: We included six cohorts across 967,325 individuals (54.5% female), including 65,258 African, 45,393 admixed American, 179,521 East Asian, 616,045 European, 4686 Middle Eastern, and 56,422 South Asian individuals. Genetic ancestry was determined using genetic principal components and k-nearest neighbors. We constructed ancestry-specific LDL-C polygenic risk scores (PGS) using genome-wide association study (GWAS) summary statistics trained and externally validated on each ancestry. We associated each PGS with population LDL-C, scaled for a 40 mg/dl increase, and tested these scores against coronary artery disease (CAD) risk using hierarchical Bayesian meta-analyses.

Results: The associations between genetically predicted LDL-C levels and observed LDL-C were consistent across ancestries, supporting the validity of our genetic proxy. When scaled to mimic a 40 mg/dl increase in LDL-C, the PGS showed positive but heterogeneous associations with CAD. Posterior odds ratios for CAD ranged from 1.35 (95% credible interval, 1.05 to 1.68) in African populations to 1.82 (95% credible interval, 1.33 to 2.97) in Middle Eastern populations. Bayesian analysis revealed that 97.9% of posterior samples showed all population means greater than 0 on a log scale with a between-ancestry posterior variance (τ2) of 0.062 (95% credible interval, 0.001 to 0.352).

Conclusions: Our findings demonstrated a consistent association between LDL-C and CAD risk across diverse ancestry groups that are often poorly represented in clinical trials, although effect magnitudes varied. (Funded by the National Institutes of Health and others.).

背景:临床试验表明,低密度脂蛋白胆固醇(LDL-C)降低药物可改善心血管疾病的风险。然而,在这些试验中,不同社区的代表性是有限的。我们开始研究是否更多样化的人类基因研究可以提供一个机会来测试这些试验结果是否可以推广到药物临床试验中代表性较差的人群。方法:我们纳入了6个队列,共967,325人(54.5%为女性),其中包括65258名非洲人,45393名混合美国人,179,521名东亚人,616,045名欧洲人,4686名中东人和56,422名南亚人。利用遗传主成分和k近邻确定遗传祖先。我们使用全基因组关联研究(GWAS)对每个祖先进行训练和外部验证的汇总统计,构建了祖先特异性LDL-C多基因风险评分(PGS)。我们将每个PGS与人群LDL-C联系起来,按40 mg/dl增加的比例计算,并使用分层贝叶斯荟萃分析测试这些分数与冠状动脉疾病(CAD)风险的关系。结果:遗传预测的LDL-C水平和观察到的LDL-C水平之间的关联在整个祖先中是一致的,支持我们的遗传代理的有效性。当按比例模拟LDL-C增加40 mg/dl时,PGS显示出与CAD呈正但异质性的关联。CAD的后验比值比在非洲人群中为1.35(95%可信区间为1.05 ~ 1.68),在中东人群中为1.82(95%可信区间为1.33 ~ 2.97)。贝叶斯分析显示,97.9%的后验样本在对数尺度上显示所有总体均值大于0,祖先间后验方差(τ2)为0.062(95%可信区间为0.001至0.352)。结论:我们的研究结果表明,LDL-C和冠心病风险在不同的祖先群体之间存在一致的关联,尽管影响程度各不相同,但在临床试验中往往缺乏代表性。(由美国国立卫生研究院和其他机构资助。)
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引用次数: 0
Enzalutamide and Quality of Life in Biochemically Recurrent Prostate Cancer. 恩杂鲁胺与生化复发前列腺癌患者的生活质量。
Pub Date : 2025-11-01 Epub Date: 2025-10-16 DOI: 10.1056/EVIDx2500247
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引用次数: 0
Low-Density Lipoprotein Cholesterol and Coronary Artery Disease across Ancestries - Equal Direction, Different Magnitude? 低密度脂蛋白胆固醇与冠状动脉疾病——方向相同,程度不同?
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDe2500256
Nick S Nurmohamed, Laurens F Reeskamp
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引用次数: 0
Direct-to-Consumer Genetic Testing. 直接面向消费者的基因检测。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDra2400455
Julianne M O'Daniel, Christine Kobelka, Kimberly Foss, Ann Katherine M Foreman, Laura V Milko

AbstractDirect-to-consumer genetic testing has become increasingly popular, offering individuals easy access to genetic data without the involvement of health care professionals. However, as availability grows, clinicians face challenges in interpreting and integrating this information into clinical care. This review provides insights for health professionals about the evolving landscape of direct-to-consumer genetic testing, with a focus on test offerings, limitations, challenges, and ethical concerns. It also highlights issues that can arise with direct-to-consumer genetic testing in the pediatric setting. Clinicians can play a pivotal role in guiding patients and families through the complexities of direct-to-consumer genetic testing, ensuring that decisions are informed and risks are minimized.

摘要直接面向消费者的基因检测已经变得越来越流行,它为个人提供了无需医疗保健专业人员参与即可轻松获取基因数据的途径。然而,随着可用性的增长,临床医生在解释和整合这些信息到临床护理中面临挑战。这篇综述为卫生专业人员提供了关于直接面向消费者的基因检测的发展前景的见解,重点是检测产品、限制、挑战和伦理问题。它还强调了在儿科环境中直接面向消费者的基因检测可能出现的问题。临床医生可以在指导患者和家属完成直接面向消费者的复杂基因检测方面发挥关键作用,确保知情决策并将风险降至最低。
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引用次数: 0
Patient-Stakeholder Engagement for Patient-Centered Research on Sleep Apnea. 以患者为中心的睡眠呼吸暂停研究的患者-利益相关者参与。
Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1056/EVIDctcs2400397
Sairam Parthasarathy, Gilles Frydman

AbstractIn 2016, many clinicians and investigators in the field of sleep apnea were surprised when a large multinational clinical trial of continuous positive airway pressure (CPAP) therapy failed to demonstrate a reduction in cardiovascular events in patients with sleep apnea and established cardiovascular disease. When a review of the trial data suggested that CPAP nonadherence among trial participants might explain the negative results, it became clear that new approaches were needed. In this Clinical Trials Case Study, we share our experience designing a trial to evaluate a peer-support strategy to improve CPAP adherence. We address how patients were the drivers of research ideas and discuss how the return on investment in such patient-engaged approaches to research can be high for patients, trialists, and, ultimately, public health. Our experience could serve as a road map for investigators who have the same trepidation as we once did to create, engage, and empower a patient-stakeholder committee. Such knowledge could help clinical trials accomplish the stated goals for various chronic medical conditions.

2016年,一项大型跨国临床试验显示,持续气道正压(CPAP)治疗未能证明睡眠呼吸暂停患者心血管事件的减少,这让睡眠呼吸暂停领域的许多临床医生和研究者感到惊讶。当对试验数据的回顾表明,试验参与者的CPAP不依从性可能解释了负面结果时,很明显需要新的方法。在本临床试验案例研究中,我们分享了我们设计一项试验来评估同伴支持策略以提高CPAP依从性的经验。我们讨论了患者如何成为研究理念的驱动因素,并讨论了这种患者参与的研究方法的投资回报如何对患者、试验人员以及最终的公共卫生产生高回报。我们的经验可以作为研究人员的路线图,他们和我们曾经一样,对创建、参与和授权患者利益相关者委员会感到不安。这些知识可以帮助临床试验实现各种慢性疾病的既定目标。
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引用次数: 0
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NEJM evidence
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