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Guidelines for diagnosing and differentiating infection with antifungal-resistant Trichophyton indotineae from other dermatophytoses. 诊断和区分抗真菌耐药indodoine毛癣菌感染与其他皮肤病的指南。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2025-09-02 DOI: 10.1080/10408363.2025.2551649
Ali Abdul Hussein S Al-Janabi

This review attempts to find a crucial set of criteria that can be applied to diagnose infections caused by Trichophyton indotineae, based on laboratory and clinical characteristics derived from other studies. T. indotineae has emerged as a new species from the anthropophilic Trichophyton mentagrophytes and Trichophyton interdigitale. The close relationship between T. indotineae and these two species makes it difficult to distinguish them based on morphological and physiological features. Resistance to terbinafine was first observed in T. indotineae, and later to other antifungals, which increased the treatment failure rate in several dermatophytoses. In conclusion; identifying criteria specific to infections with T. indotineae can provide a framework for physicians to readily diagnose such infections and distinguish them from other dermatophytoses. Categorization guidelines for all diagnostic characteristics of T. indotineae and its infection can make a forward step in prescribing effective therapies.

本综述试图根据其他研究得出的实验室和临床特征,找到一套关键的标准,可用于诊断由印多毛癣菌引起的感染。indottineae是由嗜人的毛癣菌(Trichophyton mentagrophytes)和间指毛癣菌(Trichophyton interdigitale)进化而来的新种。由于与这两种的亲缘关系较近,很难从形态和生理特征上加以区分。首先在T. indotineae中观察到对特比萘芬的耐药性,随后对其他抗真菌药物产生耐药性,这增加了几种皮肤真菌的治疗失败率。结论;确定特定于indodoineae感染的标准可以为医生提供一个框架,以便容易地诊断此类感染并将其与其他皮肤真菌病区分开来。分类指南的所有诊断特征的indodoineae及其感染可以使处方有效的治疗向前迈进一步。
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引用次数: 0
Large scale implementation of DP for clinical diagnoses: experience, challenges, and lessons learned. 临床诊断DP的大规模实施:经验、挑战和教训。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2025-09-04 DOI: 10.1080/10408363.2025.2549309
Blaise Clarke, Charlotte Carment-Baker, Christine Bruce, Kattreen Hanna, George M Yousef

Implementing DP on a large scale is a complex, multi-dimensional process that requires strategic planning, technological adaptation, and change management. We provide a detailed account of the full-scale implementation of DP at the University Health Network (UHN), a multi-site tertiary clinical center in Canada, highlighting practical lessons learned, ongoing challenges, and mitigation strategies.

A phased implementation approach was adopted, involving pre-implementation planning, procurement, infrastructure development, and optimized validation protocols. Significant focus was placed on technical considerations, including system interoperability, storage capacity, and image quality. Procurement was structured to ensure vendor neutrality and long-term sustainability.A critical component of the implementation was "change management", addressing resistance to change through extensive training, real-time troubleshooting, utilizing "super users" as change champions. Attention was paid to pathologist office configuration.

A dual workflow model, with simultaneous access to both glass and digital slides, facilitated smoother transition. As of this writing all histopathology H&E cases and tissue hematopathology are being scanned. Efforts to implement digital liquid hematopathology and cytopathology are ongoing.

The financial implications of DP implementation were evaluated, including direct and indirect costs. While initial investments in scanners, storage, and software infrastructure were substantial, long-term savings are anticipated through increased efficiency, reduced physical slide storage, enhanced workload distribution and the integration of AI-based tools.

Continuous monitoring and feedback were established to assess system performance and address emerging challenges. Scalability and future applications of DP remain a priority. The adoption of AI-driven pathology tools, remote diagnostics, and cross-institutional data sharing are anticipated to further enhance the value of DP. UHN's experience underscores the importance of a structured, multidisciplinary approach to DP implementation.

Our experience offers a realistic and evolving roadmap for institutions considering DP adoption. We provide practical guidance, highlight persistent challenges and emphasize the importance of continuous evaluation and adaptation.

大规模实施DP是一个复杂的、多维的过程,需要战略规划、技术适应和变革管理。我们详细介绍了加拿大多站点三级临床中心大学健康网络(UHN)全面实施DP的情况,强调了实际经验教训、持续挑战和缓解策略。采用了分阶段实施方法,包括实施前规划、采购、基础设施开发和优化的验证协议。重点放在技术考虑上,包括系统互操作性、存储容量和图像质量。采购的结构是为了确保供应商中立和长期可持续性。实现的一个关键组成部分是“变更管理”,通过广泛的培训、实时故障排除、利用“超级用户”作为变更拥护者来解决变更阻力。注意病理学家办公室的配置。双重工作流程模型,同时访问玻璃和数字幻灯片,促进了更顺利的过渡。在撰写本文时,正在扫描所有H&E病例的组织病理学和组织血液病。正在努力实施数字液体血液病理学和细胞病理学。评估了实施发展规划所涉财政问题,包括直接和间接费用。虽然在扫描仪、存储和软件基础设施上的初始投资是可观的,但通过提高效率、减少物理幻灯片存储、增强工作负载分配和集成基于人工智能的工具,预计可以节省长期成本。建立了持续监测和反馈,以评估系统性能并解决新出现的挑战。可伸缩性和DP的未来应用仍然是优先考虑的问题。采用人工智能驱动的病理工具、远程诊断和跨机构数据共享预计将进一步提高DP的价值。unhn的经验强调了对发展规划实施采取结构化、多学科方法的重要性。我们的经验为考虑采用DP的机构提供了一个现实的、不断发展的路线图。我们提供实用的指导,强调持续的挑战,并强调持续评估和适应的重要性。
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引用次数: 0
Regulatory mechanisms and emerging diagnostic and therapeutic opportunities of non-coding RNAs in tumorigenesis: a pan-cancer perspective. 非编码rna在肿瘤发生中的调控机制和新出现的诊断和治疗机会:一个泛癌症的视角。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2025-09-16 DOI: 10.1080/10408363.2025.2555278
Doblin Sandai, Zengkan Du, Haoling Zhang, Qi Sun

Non-coding RNAs (ncRNAs) are a class of functional transcripts that are not translated into proteins and primarily include microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs). In recent years, as therapeutic challenges such as tumor heterogeneity and drug resistance have become increasingly prominent, ncRNAs have emerged as pivotal targets in cancer mechanistic research and precision intervention strategies due to their central roles in tumor initiation, progression, metastasis, and therapeutic resistance. Given the limitations of conventional treatments, inadequate early detection methods, and significant inter-individual variability, elucidating the regulatory functions of ncRNA networks have become an urgent imperative for advancing cancer diagnosis and treatment. This review systematically integrates the regulatory mechanisms of miRNAs, lncRNAs, and circRNAs in key oncogenic processes from a pan-cancer perspective, including cell proliferation, cell cycle control, apoptosis evasion, metastatic activation, and resistance reprogramming, while highlighting their hub-like roles in multi-pathway crosstalk,the application of ncRNA in cancer diagnosis and its role in treatment and prognosis. Furthermore, future research must strive for breakthroughs in areas such as the optimization of nanodelivery systems, AI-driven target identification, and dynamic multi-omics integration, with the ultimate goal of achieving the systematic translation of ncRNAs into actionable strategies for personalized precision medicine-transforming "functional transcriptional regulation" into "targetable therapeutic intervention."

非编码rna (ncRNAs)是一类不被翻译成蛋白质的功能性转录物,主要包括微rna (miRNAs)、长链非编码rna (lncRNAs)和环状rna (circRNAs)。近年来,随着肿瘤异质性和耐药等治疗挑战日益突出,ncrna因其在肿瘤起始、进展、转移和治疗耐药中的核心作用而成为癌症机制研究和精准干预策略的关键靶点。鉴于常规治疗的局限性、早期检测方法的不足以及显著的个体间差异,阐明ncRNA网络的调控功能已成为推进癌症诊断和治疗的迫切需要。本文从泛癌症的角度系统整合了mirna、lncrna和circrna在细胞增殖、细胞周期控制、细胞凋亡逃避、转移激活和耐药重编程等关键致癌过程中的调控机制,重点介绍了它们在多通路串扰中的枢纽作用、ncRNA在癌症诊断中的应用及其在治疗和预后中的作用。此外,未来的研究必须努力在纳米递送系统的优化、人工智能驱动的靶标识别和动态多组学整合等领域取得突破,最终目标是实现ncrna的系统翻译,转化为个性化精准医疗的可操作策略——将“功能性转录调控”转化为“靶向治疗干预”。
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引用次数: 0
Analytical considerations and clinical utility of plasma phosphorylated Tau217. 血浆磷酸化Tau217的分析考虑及临床应用。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2025-09-15 DOI: 10.1080/10408363.2025.2551648
Hans Frykman

Blood-based biomarkers are an easily available and practical tool for Alzheimer's disease (AD) screening and diagnosis. Plasma phosphorylated Tau217 (p-tau217) is the front-runner candidate for AD diagnosis due to its strong correlation with core AD pathology determined either by cerebrospinal fluid biomarker (CSF) and positron emission tomography (PET) or postmortem examination. While plasma p-tau217 is firmly associated with AD pathology, it is crucial to evaluate its performance in distinguishing AD from mixed pathologies, as brain autopsies have shown the coexisting of AD pathology with other related types of dementia. Moreover, the measurement of AD biomarkers will be a crucial element in defining eligibility for disease-modifying treatment in clinical practice. Moreover, plasma p-tau217 is a highly efficacious biomarker in the early detection of Aβ pathology, making it a feasible test for AD screening in clinical practice. Several assays, including the ALZpath p-tau217 assay and the Fujirebio plasma p-tau217 assay, have been made commercially available for research use. A few studies analytically and clinically have validated these immunoassays as laboratory diagnostic tests for AD diagnosis and differentiating from non-AD neurodegenerative disorders in clinical practice.

基于血液的生物标志物是阿尔茨海默病(AD)筛查和诊断的一种容易获得和实用的工具。血浆磷酸化的Tau217 (p-tau217)是阿尔茨海默病诊断的热门候选物,因为它与阿尔茨海默病的核心病理有很强的相关性,无论是通过脑脊液生物标志物(CSF)和正电子发射断层扫描(PET)还是死后检查。虽然血浆p-tau217与AD病理密切相关,但评估其在区分AD和混合病理方面的作用至关重要,因为脑尸检显示AD病理与其他相关类型的痴呆并存。此外,在临床实践中,AD生物标志物的测量将是确定疾病改善治疗资格的关键因素。此外,血浆p-tau217是一种非常有效的早期检测a β病理的生物标志物,使其在临床实践中成为阿尔茨海默病筛查的可行测试。几种检测方法,包括ALZpath p-tau217检测和Fujirebio血浆p-tau217检测,已经商业化用于研究。一些分析性和临床研究证实了这些免疫测定在临床实践中作为阿尔茨海默病诊断和与非阿尔茨海默病神经退行性疾病鉴别的实验室诊断试验。
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引用次数: 0
Microbiota and tumor epigenetics: deep interconnections and emerging therapeutic perspectives. 微生物群和肿瘤表观遗传学:深层联系和新兴治疗观点。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-05 DOI: 10.1080/10408363.2025.2602551
Lei Duan, Dan Hu, Haoling Zhang, Yan Liao

Cancer is a major global public health problem. Epigenetic regulation, such as DNA methylation, histone modifications, and non-coding RNA (ncRNA) dysregulation, is a main driver of tumorigenesis and progression. Recent studies are suggesting that the human microbiota, commonly referred to as a "super-organ," are not only associated with tumors but play an active role in regulating the epigenetic state of the host. The aim of this review is to systematically explain the main regulatory mechanisms of the "microbiota-epigenetic-cancer regulatory axis", their heterogeneous manifestations across various tumors, and the exploration of novel diagnostic biomarkers and therapeutic strategies of this regulatory axis. Microbiota mainly drive tumor epigenetic remodeling through three levels. First, microbial metabolites (e.g., butyrate) can act as natural histone deacetylase inhibitors (HDACis), or tryptophan metabolites can directly regulate the host chromatin state by activating the aryl hydrocarbon receptor (AhR) pathway. Second, bacterial structures such as lipopolysaccharide (LPS) can induce inflammation and disease by activating inflammatory signaling pathways. Third, specific pathogens like HBV and Helicobacter pylori can hijack the host's epigenetic machinery or induce epigenetic reprogramming via virulence factors. The tumor-resident microbiota (TRM) is an emerging and important field. TRM that actively partake in the tumor microenvironment (TME) may promote immune evasion through in situ mechanisms (e.g., lactylation), thereby confirming a direct and causal role for microbes within tumors. The epigenetic therapeutic strategies based on these mechanisms are being rapidly developed, including, for example, the regulation of microbial community structure (e.g., FMT), the targeting of microbial metabolic pathways, and TRM-specific approaches and key pathways (e.g., engineered bacteria). These strategies also have great potential as biomarkers for tumor prognosis prediction and therapy response evaluation. Overall, microbes and tumor epigenetics are part of a network that brings together their metabolism, inflammation, immunity, and gene regulation. Future research will shift from exploring the correlation of the gut microbiota at the macro level to exploring TRM's causality within the TME. By using gnotobiotic mouse models, organoid co-cultures, and multiomics, we will deeply analyze the microenvironment specificity of this network and develop precision interventions targeting TRM that could transform cancer therapy.

癌症是一个重大的全球公共卫生问题。表观遗传调控,如DNA甲基化、组蛋白修饰和非编码RNA (ncRNA)失调,是肿瘤发生和进展的主要驱动因素。最近的研究表明,通常被称为“超级器官”的人类微生物群不仅与肿瘤有关,而且在调节宿主的表观遗传状态方面发挥着积极作用。本文旨在系统解释“微生物-表观遗传-癌症调控轴”的主要调控机制及其在各种肿瘤中的异质表现,并探索该调控轴的新型诊断生物标志物和治疗策略。微生物群主要通过三个层面驱动肿瘤表观遗传重塑。首先,微生物代谢物(如丁酸盐)可以作为天然组蛋白去乙酰化酶抑制剂(HDACis),或者色氨酸代谢物可以通过激活芳烃受体(AhR)途径直接调节宿主染色质状态。其次,细菌结构如脂多糖(LPS)可以通过激活炎症信号通路诱导炎症和疾病。第三,HBV和幽门螺杆菌等特定病原体可以通过毒力因子劫持宿主的表观遗传机制或诱导表观遗传重编程。肿瘤微生物群(TRM)是一个新兴的重要领域。积极参与肿瘤微环境(TME)的TRM可能通过原位机制(如乳酸化)促进免疫逃避,从而证实了微生物在肿瘤内的直接因果作用。基于这些机制的表观遗传治疗策略正在迅速发展,包括,例如,微生物群落结构的调节(例如,FMT),微生物代谢途径的靶向,以及trm特异性方法和关键途径(例如,工程细菌)。这些策略也有很大的潜力作为肿瘤预后预测和治疗反应评价的生物标志物。总的来说,微生物和肿瘤表观遗传学是一个网络的一部分,这个网络将它们的代谢、炎症、免疫和基因调控结合在一起。未来的研究将从宏观层面探索肠道微生物群的相关性转向探索TRM在TME内的因果关系。通过使用非生物小鼠模型、类器官共培养和多组学,我们将深入分析该网络的微环境特异性,并开发针对TRM的精确干预措施,从而改变癌症治疗。
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引用次数: 0
Modern techniques used in the diagnosis of autoimmune rheumatic diseases. 自身免疫性风湿病诊断的现代技术。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-15 DOI: 10.1080/10408363.2025.2528869
Yana Kaliberda, Anna Wajda, Magdalena Węglarska, Agnieszka Paradowska-Gorycka

Laboratory diagnostics of diseases have improved significantly with modern laboratory techniques offering greater accuracy, earlier detection, and opportunities for personalized diagnosis. This review highlights the key techniques used in the diagnostics of autoimmune rheumatic diseases. Detection of autoantibodies is the basis for modern laboratory diagnostics of autoimmune rheumatic diseases. Immunofluorescent analysis, enzyme-linked immunosorbent assay, chemiluminescent immunoassay, and immunoblotting are nowadays common methods for differential diagnostics, screening, and monitoring the progression of autoimmune diseases. Polymerase chain reaction methods allow the identification of genetic markers associated with autoimmune disorders, which facilitates early diagnosis. Next Generation Sequencing allows for comprehensive analysis of genetic variants, identifying novel biomarkers, and furthering our understanding of disease mechanisms. Diagnostics and treatment are now approaching personalized medicine based mainly on modern molecular discoveries. Such an approach aims to determine disease risk, tailor treatment to individual patient needs, improve safety and efficacy, and reduce treatment costs. This review covers essential laboratory techniques for diagnosing autoimmune rheumatic diseases and aims to serve as a reliable resource for clinicians, including rheumatologists, and researchers.

随着现代实验室技术的发展,疾病的实验室诊断得到了显著改善,提供了更高的准确性、更早的检测和个性化诊断的机会。本文综述了自身免疫性风湿病诊断的关键技术。自身抗体的检测是自身免疫性风湿病现代实验室诊断的基础。免疫荧光分析、酶联免疫吸附测定、化学发光免疫测定和免疫印迹是目前鉴别诊断、筛选和监测自身免疫性疾病进展的常用方法。聚合酶链反应方法可以识别与自身免疫性疾病相关的遗传标记,从而促进早期诊断。下一代测序允许全面分析遗传变异,识别新的生物标志物,并进一步我们对疾病机制的理解。诊断和治疗现在正在接近主要基于现代分子发现的个性化医疗。这种方法旨在确定疾病风险,根据个体患者的需求定制治疗,提高安全性和有效性,并降低治疗成本。本综述涵盖了诊断自身免疫性风湿病的基本实验室技术,旨在为临床医生,包括风湿病学家和研究人员提供可靠的资源。
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引用次数: 0
Loop-mediated isothermal amplification (LAMP)-based microbial detection: a review of FDA-authorized tests and future perspectives. 基于环介导等温扩增(LAMP)的微生物检测:fda批准的检测方法综述及未来展望
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-01 Epub Date: 2025-08-13 DOI: 10.1080/10408363.2025.2542808
Austin Jin, Maggie Deng, He S Yang, Zejuan Li

Loop-mediated isothermal amplification (LAMP) has emerged as a rapid and accessible alternative to traditional polymerase chain reactions (PCR) for nucleic acid amplification in research, significantly enhancing pathogen detection in infectious disease diagnostics. This review aims to bridge the gap in the literature regarding the real-world applications of LAMP assays and their potential to improve infectious disease diagnostics across various healthcare settings. We evaluated the current landscape of United States Food and Drug Administration (FDA)-authorized LAMP-based microbial tests, categorizing 30 such tests and detailing their regulatory pathways, such as 510(k) clearance and Emergency Use Authorization (EUA), particularly in response to the COVID-19 pandemic. We comprehensively examine the technical characteristics of LAMP assays, including sample collection, nucleic acid extraction, amplification processes, signal detection, device automation, and their analytical and clinical performance. We highlight the versatility of LAMP assays in diagnostic applications and their growing role in rapid infectious disease. We discuss the advantages and limitations of LAMP technology and identify future directions for its development in infectious disease diagnostics. By analyzing FDA-authorized LAMP-based microbial tests, this review aims to guide healthcare professionals and support future research and product development, ultimately improving patient care.

环介导等温扩增(Loop-mediated isothermal amplification, LAMP)技术作为一种替代传统聚合酶链式反应(polymerase chain reactions, PCR)的核酸扩增技术,在研究中已成为一种快速、便捷的方法,显著提高了传染病诊断中的病原体检测水平。这篇综述的目的是弥合文献中关于LAMP测定的实际应用及其在各种医疗保健环境中改善传染病诊断的潜力的差距。我们评估了美国食品和药物管理局(FDA)授权的基于lamp的微生物测试的现状,对30种此类测试进行了分类,并详细说明了它们的监管途径,例如510(k)许可和紧急使用授权(EUA),特别是在应对COVID-19大流行时。我们全面考察了LAMP检测的技术特点,包括样品采集、核酸提取、扩增过程、信号检测、设备自动化及其分析和临床性能。我们强调了LAMP检测在诊断应用中的多功能性及其在快速感染性疾病中日益增长的作用。我们讨论了LAMP技术的优点和局限性,并确定了其在传染病诊断中的未来发展方向。通过分析fda批准的基于lamp的微生物测试,本综述旨在指导医疗保健专业人员并支持未来的研究和产品开发,最终改善患者护理。
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引用次数: 0
Guardians on call: neutrophils, macrophages and dendritic cells in arthritis pathogenesis. 随时待命的守护者:中性粒细胞、巨噬细胞和树突状细胞在关节炎发病中的作用。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-01 Epub Date: 2025-09-26 DOI: 10.1080/10408363.2025.2539133
Navita Sharma, Jasika Bashal, Basma Bouchefra, Vinod Chandran, Ali Abdul-Sater, Katerina Oikonomopoulou

Several immune/inflammatory components have been associated with arthritis. The role of monocytes/macrophages in inflammatory arthritis has been explored over the last years; however, the role of other myeloid cells, such as neutrophils and dendritic cells, in driving the pathophysiology of arthritis is largely overlooked. In this article, we aim to discuss literature pointing to the role of these immune cells in inflammatory arthritis and emphasize the multiple and dynamic phenotypic roles these cells can hold either in the persistence or in the resolution of inflammation. We also highlight the interactions between neutrophils, macrophages, and/or dendritic cells in the arthritic joint space. We further discuss pathways and features that may be of importance for characterizing neutrophils and dendritic cells, the phenotype of which can be "reprogrammed" to direct the resolution of inflammation efficiently in the arthritic joint. Identifying novel and patient-tailored approaches for addressing persistent or recurrent inflammation through these cellular pathways, might address unmet needs in arthritis management. Types of arthritides discussed in this review include osteoarthritis, spondyloarthritis and rheumatoid arthritis. Brief reference to the role of these immune cells in the acute gouty inflammation is also included.

一些免疫/炎症成分与关节炎有关。单核细胞/巨噬细胞在炎性关节炎中的作用在过去几年中已经被探索;然而,其他骨髓细胞,如中性粒细胞和树突状细胞,在驱动关节炎病理生理中的作用在很大程度上被忽视了。在本文中,我们旨在讨论指出这些免疫细胞在炎症性关节炎中的作用的文献,并强调这些细胞在炎症的持续或消退中所起的多重和动态的表型作用。我们还强调了中性粒细胞、巨噬细胞和/或树突状细胞在关节炎关节间隙中的相互作用。我们进一步讨论了表征中性粒细胞和树突状细胞的重要途径和特征,它们的表型可以被“重新编程”,以指导关节炎关节炎症的有效解决。通过这些细胞途径确定新的和适合患者的方法来解决持续性或复发性炎症,可能会解决关节炎管理中未满足的需求。本文讨论的关节炎类型包括骨关节炎、脊椎关节炎和类风湿关节炎。简要介绍了这些免疫细胞在急性痛风炎症中的作用。
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引用次数: 0
Deep learning algorithms and Raman spectroscopy in the clinical laboratory setting. 临床实验室设置的深度学习算法和拉曼光谱。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-01 Epub Date: 2025-09-01 DOI: 10.1080/10408363.2025.2549305
Charlotte Delrue, Marijn M Speeckaert, Sander De Bruyne

Raman spectroscopy is an important diagnostic method that extracts molecular-level information from biological specimens, with distinct potential for disease diagnoses. However, its clinical application has been limited by the challenges associated with spectral interpretation. Deep learning (DL) represents an important new approach in which selected Raman spectroscopy experiments can be automated, offering the potential for higher classification accuracy. This paper highlights recent efforts toward the integration of Raman spectroscopy and DL for medical applications and elaborates on key DL models, including Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTMs), and Generative Adversarial Networks (GANs), which can collect relevant features, denoise spectra, and provide enhanced diagnostic value from biological specimens. The use of DL in Raman spectroscopy has produced impressive results in cancer diagnosis, bacterial identification, and viral diagnostics. Therefore, this paper provides an organized introduction to explore existing DL architectures used in Raman spectroscopy, their advantages and limitations, and opportunities for clinical applications. Collectively, DL with Raman spectroscopy provides a unique approach for noninvasive and reliable diagnostics.

拉曼光谱是一种从生物标本中提取分子水平信息的重要诊断方法,在疾病诊断中具有独特的潜力。然而,其临床应用受到与光谱解释相关的挑战的限制。深度学习(DL)代表了一种重要的新方法,其中选择的拉曼光谱实验可以自动化,提供更高分类精度的潜力。本文重点介绍了拉曼光谱和深度学习在医学应用方面的最新进展,并详细阐述了包括卷积神经网络(cnn)、长短期记忆(LSTMs)和生成对抗网络(gan)在内的关键深度学习模型,这些模型可以收集相关特征,去噪光谱,并从生物样本中提供增强的诊断价值。在拉曼光谱中使用DL在癌症诊断、细菌鉴定和病毒诊断方面产生了令人印象深刻的结果。因此,本文提供了一个有组织的介绍,探索现有的用于拉曼光谱的DL架构,它们的优点和局限性,以及临床应用的机会。总的来说,DL与拉曼光谱提供了一种独特的无创和可靠的诊断方法。
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引用次数: 0
Beyond newborn screening: the role of reverse cascade testing in familial disease detection. 超越新生儿筛查:反向级联检测在家族性疾病检测中的作用。
IF 5.5 2区 医学 Q1 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-17 DOI: 10.1080/10408363.2025.2527288
Amy Gaviglio, Kostantinos Petritis, Veronica Tagi, Alessandra Vasco, Alessia Mauri, Gianvincenzo Zuccotti, Elvira Verduci, Cristina Cereda, Simona Ferraro

Over the past 60 years, preventative public health screening programs have evolved since their inception and now include newborn screening (NBS) aimed at identifying infants after birth for a number of rare, congenital, inherited diseases. Most of the conditions detected through NBS are autosomal recessive disorders or exhibit X-linked inheritance, meaning that family members of individuals with these conditions have a higher risk for being either affected or obligate heterozygotes. For example, the X-linked adrenoleukodystrophy (X-ALD) in the screening panel identifies affected newborns and asymptomatic relatives through subsequent testing. Thus, NBS becomes a gateway to family-wide prevention, through the application of reverse cascade testing (RCS). In this paper we examined the scenarios where RCS may be appropriate. Accordingly, we have identified a list of criteria assessing whether a NBS disease would benefit from RCS: (1) autosomal recessive or X-linked inheritance; (2) high carrier rates, (3) variable expressivity, (4) mild or late-onset forms; and (5) association with diagnostic delays and recent addition to the screening panel. More than one criterion usually needs to be met for a disease to benefit from RCS. We have identified a list of diseases and highlighted the potential benefits of RCS: X-ALD, Cystic Fibrosis, Sickle Cell Disease, Spinal Muscular Atrophy and Pompe disease. There are additional scenarios within NBS where disease maternal conditions (3-methylcrotonyl-CoA carboxylase deficiency and carnitine uptake deficiency) or nutritional maternal conditions (vitamin B12 deficiency) may cause a screen-positive NBS result. Whenever a maternal nutritional deficiency is a potential reason for a positive NBS, this is indicative of a non-inherited condition that may require treatment in the newborn owing to possible neurological damage and delay in normal growth in newborns with certain secondary deficiencies. For these cases RCS is recommended, as the mother's status may put her at risk for future adverse events (i.e. cardiovascular and musculoskeletal disorders, hepatic involvement, and neurodegeneration). The RCS-NBS strategy discussed in this paper offers a set of criteria against which diseases can be assessed for the potential need for RCS. Implementation of this strategy requires several considerations including educational needs, ethical issues, uptake of testing, logistics and costs for this expanded screening and counseling, and availability of appropriate specialists for ongoing management.

在过去的60年里,预防性公共健康筛查方案从一开始就不断发展,现在包括新生儿筛查(NBS),旨在确定出生后的婴儿是否患有一些罕见的、先天性的、遗传性的疾病。通过NBS检测到的大多数疾病都是常染色体隐性遗传病或表现为x连锁遗传,这意味着患有这些疾病的个体的家庭成员患该病或专性杂合子的风险更高。例如,筛查组中的x连锁肾上腺脑白质营养不良(X-ALD)通过随后的测试来识别受影响的新生儿和无症状的亲属。因此,通过应用反向级联测试(RCS),国家统计局成为全家庭预防的门户。在本文中,我们研究了RCS可能适用的场景。因此,我们确定了一系列评估NBS疾病是否受益于RCS的标准:(1)常染色体隐性遗传或x连锁遗传;(2)高带菌率,(3)易表达性,(4)轻度或晚发型;(5)与诊断延迟和最近加入筛查小组的关系。一种疾病要受益于RCS,通常需要满足不止一个标准。我们已经确定了一系列疾病,并强调了RCS的潜在益处:X-ALD、囊性纤维化、镰状细胞病、脊髓性肌萎缩症和庞贝病。在NBS中还有其他情况,产妇疾病状况(3-甲基丁基辅酶a羧化酶缺乏症和肉碱摄取缺乏症)或产妇营养状况(维生素B12缺乏症)可能导致NBS筛查结果呈阳性。当产妇营养缺乏是NBS阳性的潜在原因时,这表明新生儿患有非遗传性疾病,可能需要治疗,因为某些继发性缺陷可能导致新生儿神经损伤和正常生长迟缓。对于这些病例,建议采用RCS,因为母亲的状况可能使她面临未来不良事件(即心血管和肌肉骨骼疾病、肝脏受累和神经退行性变)的风险。本文讨论的RCS- nbs战略提供了一套标准,可以根据这些标准评估疾病对RCS的潜在需求。实施这一战略需要考虑几个因素,包括教育需求、伦理问题、检测的采用、扩大筛查和咨询的后勤和成本,以及是否有适当的专家进行持续管理。
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Critical reviews in clinical laboratory sciences
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