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Vaccination Update and Specific Concerns for RA. 类风湿关节炎的疫苗接种更新和特别关注。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-09-17 DOI: 10.1007/s11926-025-01197-6
Mariana Urquiaga, Kevin L Winthrop, Jeffrey R Curtis

Purpose of review: We present information on the burden of vaccine-preventable diseases in people with rheumatoid arthritis (RA), the latest evidence on vaccine immunogenicity in disease-modifying antirheumatic drug (DMARD) users, and expert and guideline-based immunization recommendations. We focus on infections with the highest morbidity and mortality, and those relevant due to new developments or current outbreaks.

Recent findings: Following the license expansion for two respiratory syncytial virus (RSV) vaccines, GSK's Arexvy and Pfizer's Abrysvo, the Advisory Committee for Immunization Practices (ACIP) expanded the recommendation for vaccination in adults at increased risk of severe RSV disease. In the spring of 2025, the Center for Disease Control lowered the cutoff for immunization in high-risk groups from ≥ 60 to ≥ 50 years. There are new 2024-2025 SARS-CoV-2 vaccines and updated ACIP recommendations for SARS-CoV-2 immunization that address new viral strains and the known waning immunity from vaccines. All individuals who are moderately to severely immunocompromised (including those with RA) should receive at least one additional vaccine dose compared to the general population. The ACIP has updated its recommendations for pneumococcal immunization, aiming to lower pneumococcal disease incidence in adults. Following the approval of the 21-valent pneumococcal conjugate vaccine, designed to target the serotypes commonly affecting adults, the cutoff for vaccination in the general population changed from ≥ 65 to ≥ 50 years. Recommendations for vaccination in RA patients (everyone age ≥ 18 years) remain unchanged. Vaccine recommendations for RA patients constantly evolve as new DMARDs and vaccines are developed, and our understanding of their interaction with DMARDs vis a vis immunogenicity improves. It is essential to stay current with the latest recommendations from the ACIP and rheumatologic society guidelines.

综述目的:我们提供了关于类风湿关节炎(RA)患者疫苗可预防疾病负担的信息,关于改善疾病的抗风湿药物(DMARD)使用者疫苗免疫原性的最新证据,以及专家和基于指南的免疫建议。我们的重点是发病率和死亡率最高的感染,以及那些由于新的事态发展或当前疫情而相关的感染。最近的发现:继两种呼吸道合胞病毒(RSV)疫苗(GSK的Arexvy和辉瑞的Abrysvo)的许可扩展后,免疫实践咨询委员会(ACIP)扩大了严重RSV疾病风险增加的成人疫苗接种建议。2025年春季,美国疾病控制与预防中心将高危人群的免疫接种年限从≥60岁降低到≥50岁。有新的2024-2025年SARS-CoV-2疫苗和更新的ACIP SARS-CoV-2免疫建议,以解决新的病毒株和已知的疫苗免疫力下降问题。与一般人群相比,所有中度至重度免疫功能低下的个体(包括RA患者)应至少额外接种一剂疫苗。ACIP更新了其关于肺炎球菌免疫的建议,旨在降低成人肺炎球菌疾病的发病率。继21价肺炎球菌结合疫苗(设计用于常见成人血清型)获批后,普通人群的疫苗接种截止年龄从≥65岁变为≥50岁。RA患者(年龄≥18岁)接种疫苗的建议保持不变。随着新的DMARDs和疫苗的开发,RA患者的疫苗推荐不断发展,我们对它们与DMARDs相互作用的免疫原性的理解也在不断提高。紧跟ACIP和风湿病学会指南的最新建议是至关重要的。
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引用次数: 0
What can Animal Models tell us About T Cells in Spondyloarthritis Pathogenesis? 动物模型能告诉我们关于T细胞在脊椎关节炎发病机制中的作用吗?
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-09-12 DOI: 10.1007/s11926-025-01203-x
Judith A Smith

Purpose of review: Spondyloarthritis animal models such as the HLA-B27 transgenic rat, SKG mouse and cytokine overexpression models have proven useful for testing hypotheses regarding pathogenesis. Recent developments in the field from human studies have shifted attention to HLA-B2705 restricted CD8+ T cell clonotype expansion and the "arthritogenic peptide" theory. Since human and rodent MHC and T cell compartments differ, translatability comes into question. In this review, we will discuss the advantages and caveats of several spondyloarthritis rodent models. We will review classic studies and more recent reports providing insight into pathologic T cells outside the canonical paradigm of MHC Class I-CD8+ T cell interaction.

Recent findings: Animal models have revealed requisite "ingredients' for a spondyloarthritis phenotype, including inflammatory mediators and lymphoid cell types. Most of these models highlight the role of Th17 cells and other IL-17 producing cells. Indeed, the IL-23 minicircle model directly led to the identification of IL-17 producing γδ T cells in typical spondyloarthritis anatomic locations. In addition to identifying lymphocyte players, animal models have elucidated T cell regulation, including innate immune (e.g. neutrophil) T cell crosstalk and gut-joint trafficking. Current studies are also beginning to clarify roles for innate lymphocytic cells such as MAIT and iNKT cells. Animal model studies have provided vital insight into T cell pathogenic mechanisms outside canonical MHC Class I-CD8 interaction. Many of these findings have been replicated in human subjects. Furthermore, work from animal models directly supported the development of IL17 and IL23 targeting therapeutics, attesting to their relevance.

Main text: (~ 4246 words), 1 Figure and 1 Table.

综述目的:脊椎关节炎动物模型,如HLA-B27转基因大鼠、SKG小鼠和细胞因子过表达模型,已被证明有助于检验有关发病机制的假设。人类研究领域的最新进展已将注意力转移到HLA-B2705限制CD8+ T细胞克隆型扩增和“关节炎肽”理论上。由于人和啮齿动物的MHC和T细胞区室不同,可译性就成了问题。在这篇综述中,我们将讨论几种脊椎关节炎啮齿动物模型的优点和注意事项。我们将回顾经典研究和最近的报告,这些报告提供了MHC I-CD8+ T细胞相互作用的典型范例之外的病理T细胞的见解。最近的发现:动物模型揭示了脊椎关节炎表型的必要“成分”,包括炎症介质和淋巴样细胞类型。这些模型大多强调Th17细胞和其他产生IL-17的细胞的作用。事实上,IL-23小圆模型直接导致在典型的脊椎关节炎解剖部位鉴定出产生IL-17的γδ T细胞。除了确定淋巴细胞参与者外,动物模型还阐明了T细胞调节,包括先天免疫(如中性粒细胞)T细胞串音和肠关节运输。目前的研究也开始阐明先天淋巴细胞如MAIT和iNKT细胞的作用。动物模型研究为典型MHC I-CD8类相互作用之外的T细胞致病机制提供了重要的见解。其中许多发现在人类实验对象中得到了重复。此外,来自动物模型的工作直接支持了il - 17和il - 23靶向治疗的发展,证明了它们的相关性。正文:(~ 4246字),图1张,表1张。
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引用次数: 0
Advances in Drug Research Targeting Neutrophils for the Treatment of Rheumatoid Arthritis. 以中性粒细胞为靶点治疗类风湿性关节炎的药物研究进展
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-09-10 DOI: 10.1007/s11926-025-01201-z
YiRan Wang, YiQin Shu, Hao Wu
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引用次数: 0
Treatment of Persons with Rheumatoid Arthritis with a History of Cancer. 有癌症病史的类风湿关节炎患者的治疗。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-08-11 DOI: 10.1007/s11926-025-01200-0
Beeta Shasti-Nazem, Sanyogita Chandra, Jennifer Strouse, Namrata Singh

Purpose of review: This review article examines the evolving evidence on cancer recurrence and new malignancy risk associated with disease-modifying antirheumatic drugs (DMARDs), including TNF inhibitors, rituximab, IL-6 inhibitors, and JAK inhibitors, in patients with rheumatoid arthritis and a prior malignancy.

Recent findings: Conventional synthetic DMARDs are generally considered safe in patients with a history of cancer, with earlier concerns about skin and hematologic malignancies largely disproven. Hydroxychloroquine, sulfasalazine, and leflunomide similarly show no consistent cancer risk. Biologic DMARDs, including TNF inhibitors, rituximab, and abatacept, have not been linked to increased cancer recurrence, though caution is advised in patients with a history of skin cancer. Despite supportive evidence, bDMARD use has declined following cancer diagnoses. JAK inhibitors, however, have shown increased risk of lung cancer in older patients with cardiovascular risk factors, prompting cautious use until more data is available. Although large population clinical trials are lacking, current evidence does not demonstrate any increased risk with initiation of csDMARDs, TNF inhibitors, and rituximab in RA patients with a history of cancer. Abatacept and IL-6 inhibitors may also be reasonable options but require further data. JAK inhibitors should be used cautiously until more reliable data becomes available. These findings support cautious but not prohibitive use of bDMARDs in RA patients with a history of cancer, emphasizing individualized risk assessment and shared decision-making. Further high-quality, prospective studies are needed to guide therapy in this complex clinical population.

综述目的:本综述研究了类风湿关节炎和既往恶性肿瘤患者中与改善疾病的抗风湿药物(DMARDs)相关的癌症复发和新恶性肿瘤风险的不断发展的证据,包括TNF抑制剂、美罗华、IL-6抑制剂和JAK抑制剂。最近的发现:传统的合成dmard通常被认为对有癌症病史的患者是安全的,早期对皮肤和血液恶性肿瘤的担忧在很大程度上被证明是错误的。羟氯喹、磺胺嘧啶和来氟米特同样没有一致的癌症风险。生物dmard,包括TNF抑制剂、利妥昔单抗和阿巴接受,与癌症复发增加无关,但建议有皮肤癌病史的患者谨慎使用。尽管有支持性证据,但bDMARD的使用在癌症诊断后有所下降。然而,JAK抑制剂在有心血管危险因素的老年患者中显示出肺癌风险增加,提示在获得更多数据之前谨慎使用。虽然缺乏大人群临床试验,但目前的证据并未表明有癌症病史的RA患者开始使用csdmard、TNF抑制剂和利妥昔单抗会增加风险。阿巴接受和IL-6抑制剂也可能是合理的选择,但需要进一步的数据。在获得更可靠的数据之前,应谨慎使用JAK抑制剂。这些发现支持对有癌症病史的RA患者谨慎但不禁止使用bdmard,强调个体化风险评估和共同决策。需要进一步的高质量前瞻性研究来指导这一复杂临床人群的治疗。
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引用次数: 0
Correction: Family Planning and Rheumatoid Arthritis. 更正:计划生育与类风湿关节炎。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-07-31 DOI: 10.1007/s11926-025-01196-7
Catherine Sims, Mehret Birru Talabi
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引用次数: 0
Quality Care Assessment in Gout. 痛风的质量护理评估。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-07-30 DOI: 10.1007/s11926-025-01199-4
Timothy S H Kwok, Priyanka Chandratre

Purpose of review: Despite the availability of effective pharmacotherapy to lower serum urate (SUA) levels and consequently reduce the likelihood of flares, gout remains a poorly managed condition. Quality of care assessments are of paramount importance in evaluating the performance of health systems and providers in managing gout, spanning patient (micro), provider or team (meso), and organizational or system-wide (macro) levels. This review focuses on the conceptual underpinnings on how quality of care in gout management is defined and assessed, highlighting methodological challenges, study approaches and contemporary findings.

Recent findings: We illustrate the advantages and pitfalls on the use of quality indicators as the reference by which gout clinical care is deemed to be "optimal". We further introduce pertinent processes/intermediaries of gout care under a conceptual framework for quality assessment. Overall, quality of gout care requires significant improvement, with widespread deficiencies across key parameters including urate lowering therapy (ULT) adherence (micro-level), SUA monitoring (meso-level) and treatment to target SUA levels on a population basis (macro-level). There are large care gaps across processes, intermediaries and outcomes of gout care. Since accurate quality assessment forms the foundational pillar of subsequent quality improvement, this review serves as a reference to advance quality of gout care assessments. Further initiatives are required to enhance ULT adherence, in particular, which is a key intermediary step to optimal gout care and yet remains suboptimal on a population level. The integration of Learning Health Systems is emerging as a promising platform for improving the quality of gout care.

综述的目的:尽管有有效的药物治疗来降低血清尿酸(SUA)水平,从而减少发作的可能性,痛风仍然是一种管理不善的疾病。医疗质量评估对于评估卫生系统和提供者在痛风管理方面的表现至关重要,包括患者(微观)、提供者或团队(中观)以及组织或全系统(宏观)层面。本综述侧重于痛风管理中护理质量如何定义和评估的概念基础,强调方法学上的挑战、研究方法和当代研究结果。最近的研究结果:我们说明了优势和缺陷在使用质量指标作为参考,痛风临床护理被认为是“最佳”。我们进一步在质量评估的概念框架下介绍痛风护理的相关过程/中介。总体而言,痛风护理的质量需要显著改善,在关键参数方面存在广泛的缺陷,包括降低尿酸治疗(ULT)依从性(微观水平),SUA监测(中观水平)和以人群为基础的SUA水平目标治疗(宏观水平)。痛风护理的过程、中介和结果存在很大的护理差距。由于准确的质量评估是后续质量改进的基础支柱,本综述可作为改进痛风护理评估质量的参考。需要进一步的举措来提高ULT的依从性,特别是,这是优化痛风护理的关键中间步骤,但在人群水平上仍然是次优的。学习卫生系统的整合正在成为改善痛风护理质量的一个有前途的平台。
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引用次数: 0
Cardiac Manifestations in Behçet's Syndrome. behaperet综合征的心脏表现。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-07-17 DOI: 10.1007/s11926-025-01190-z
Federica Bello, Giacomo Bagni, Emire Seyahi, Emanuele Chiara, Iacopo Olivotto, David Saadoun, Giacomo Emmi

Purpose of the review: Behçet's Syndrome (BS) is a multisystemic vasculitis that can affect the heart, leading to pericarditis, myocarditis, intracardiac thrombosis, endomyocardial fibrosis, valvular dysfunction, and coronary artery disease. This review summarizes the clinical presentation, diagnostic challenges, and therapeutic strategies for cardiac involvement in BS.

Recent findings: Advanced imaging techniques have revealed subclinical cardiac involvement in BS. Myocardial dysfunction and fibrosis contribute to heart failure and arrhythmias, while intracardiac thrombi often coexist with pulmonary artery involvement. Coronary artery vasculitis and aneurysms may mimic atherosclerotic disease, complicating diagnosis. Biologic therapies, including TNF-α inhibitors, show promise in refractory cases. Early diagnosis and immunosuppressive therapy are crucial. A multidisciplinary approach is essential to managing cardiac complications and optimizing patient outcomes. Future research should refine screening protocols and explore targeted immunotherapies for BS-related cardiovascular disease.

综述目的:behet综合征(BS)是一种可影响心脏的多系统血管炎,可导致心包炎、心肌炎、心内血栓形成、心内膜纤维化、瓣膜功能障碍和冠状动脉疾病。本文综述了BS累及心脏的临床表现、诊断挑战和治疗策略。最新发现:先进的影像学技术显示BS的亚临床心脏受累。心肌功能障碍和纤维化可导致心力衰竭和心律失常,而心内血栓常与肺动脉累及共存。冠状动脉血管炎和动脉瘤可能与动脉粥样硬化疾病相似,使诊断复杂化。包括TNF-α抑制剂在内的生物疗法在难治性病例中显示出希望。早期诊断和免疫抑制治疗至关重要。多学科的方法是必不可少的管理心脏并发症和优化患者的结果。未来的研究应完善筛查方案,探索针对bs相关心血管疾病的靶向免疫疗法。
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引用次数: 0
Ectopic Nociceptor Sprouting as a Key Peripheral Driver of Pain in Rheumatoid Arthritis. 异位伤害感受器萌芽是类风湿关节炎疼痛的关键外周驱动因素。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-07-16 DOI: 10.1007/s11926-025-01198-5
Jayden A O'Brien, Joseph B Lesnak, Theodore J Price

Purpose of review: Pain is one of the most debilitating sequelae of rheumatoid arthritis. Established and emerging therapies offer effective disease control for many patients, though they often have underwhelming efficacy for pain relief. The uncoupling of pain intensity from disease activity and inflammation presents an ongoing challenge in both our understanding of the pathophysiology and our ability to treat joint pain. The generation of high-parameter, unbiased -omic data sets generated from patient-derived tissues is changing how we think about rheumatoid arthritis pain. In this review, we discuss the peripheral drivers of pain in rheumatoid arthritis-affected joints and their innervating primary afferents. We evaluate how human molecular immunology and neuroscience approaches are helping us unravel the heterogeneity of pain in rheumatoid arthritis and propose future directions to clarify how pain is maintained in the absence of inflammation.

Recent findings: Synovial fibroblasts have emerged as key pronociceptive drivers within the rheumatic joint. Further to the classical proinflammatory mediators known to drive pain, such as cytokines and prostaglandins, bone morphogenetic proteins, ephrin signaling, and netrins appear to be upregulated in both rheumatoid arthritis-affected synovium and the innervating sensory neurons. Resulting adaptations to innervating primary afferents such as synaptogenesis and neurite outgrowth may occur in a sensory neuron subtype-specific manner causing pain that is disproportionate to inflammation. Nociceptor sprouting in the joint may explain why pain tends to persist despite adequate disease control. Future mechanistic work exploring the conditions under which these nociceptors sprout into the joint will provide new therapeutic avenues for ensuring that pain resolves alongside the inflammation associated with rheumatoid arthritis.

综述目的:疼痛是类风湿关节炎最严重的后遗症之一。现有的和新兴的治疗方法为许多患者提供了有效的疾病控制,尽管它们在缓解疼痛方面的效果往往不尽如人意。疼痛强度与疾病活动和炎症的分离对我们对病理生理学的理解和治疗关节疼痛的能力都是一个持续的挑战。从患者组织中生成的高参数、无偏倚组学数据集正在改变我们对类风湿性关节炎疼痛的看法。在这篇综述中,我们讨论了风湿性关节炎影响关节疼痛的外周驱动因素及其神经支配的初级传入神经。我们评估了人类分子免疫学和神经科学方法如何帮助我们揭示类风湿关节炎疼痛的异质性,并提出了未来的方向,以阐明在没有炎症的情况下疼痛是如何维持的。最近的发现:滑膜成纤维细胞已成为风湿性关节中关键的感知驱动因素。除了已知的驱动疼痛的经典促炎介质,如细胞因子和前列腺素、骨形态发生蛋白、ephrin信号和netrin似乎在类风湿关节炎影响的滑膜和支配感觉神经元中都上调。由此产生的适应神经支配初级传入事件,如突触发生和神经突生长,可能以感觉神经元亚型特异性的方式发生,导致与炎症不成比例的疼痛。关节中的痛觉感受器可能解释了为什么尽管疾病得到了充分的控制,但疼痛往往会持续存在。未来探索这些伤害感受器进入关节的机制工作将为确保疼痛与类风湿性关节炎相关的炎症一起消退提供新的治疗途径。
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引用次数: 0
Spondyloarthritis Research and Treatment Network (SPARTAN) Clinical and Imaging Year in Review 2024. 脊柱关节炎研究和治疗网络(SPARTAN)临床和影像学回顾2024年。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-07-01 DOI: 10.1007/s11926-025-01195-8
Renato Ferrandiz-Espadin, Jean W Liew

Purpose of review: Diagnostic delay remains a critical challenge in axial spondyloarthritis (axSpA). This review highlights key clinical and imaging research from 2024 that addresses this persistent issue, with a focus on the evolving roles of MRI, artificial intelligence (AI), and updated Canadian management recommendations.

Recent findings: Multiple studies published in 2024 emphasized the continued problem of diagnostic delay in axSpA. Studies support the continued use of sacroiliac joint MRI as a central diagnostic tool for axSpA, particularly in patients with chronic back pain and associated conditions like uveitis, psoriasis (PsO), or inflammatory bowel disease. AI-based tools for interpreting sacroiliac joint MRIs demonstrated moderate agreement with expert assessments, offering a potential solution to variability and limited access to expert musculoskeletal radiology. These innovations may support earlier diagnosis and reduce misclassification. Innovative models of care, including patient-initiated telemedicine visits, reduced in-person visit frequency without compromising clinical outcomes in patients with stable axSpA. Updated Canadian treatment guidelines introduced more robust data on Janus kinase (JAK) inhibitors and offered stronger support for tapering biologics in patients with sustained low disease activity or remission, while advising against abrupt discontinuation. This clinical and imaging year in review covers challenges and innovations in axSpA, emphasizing the need for early access to care and the development of tools to support prompt diagnosis and sustained continuity of care.

回顾目的:诊断延迟仍然是轴性脊柱炎(axSpA)的一个关键挑战。本综述重点介绍了2024年以来解决这一持续问题的关键临床和影像学研究,重点介绍了MRI、人工智能(AI)的演变作用,以及最新的加拿大管理建议。最新发现:2024年发表的多项研究强调了axSpA诊断延迟的持续问题。研究支持继续使用骶髂关节MRI作为axSpA的中心诊断工具,特别是对于慢性背痛和相关疾病如葡萄膜炎、牛皮癣(PsO)或炎症性肠病的患者。用于解释骶髂关节mri的基于人工智能的工具显示出与专家评估的适度一致,为变异性和有限的专家肌肉骨骼放射学提供了潜在的解决方案。这些创新可能有助于早期诊断并减少误分类。创新的护理模式,包括患者发起的远程医疗就诊,在不影响稳定axSpA患者临床结果的情况下减少了亲自就诊频率。更新后的加拿大治疗指南引入了更多关于Janus激酶(JAK)抑制剂的可靠数据,并为持续低疾病活动度或缓解的患者减量使用生物制剂提供了更强有力的支持,同时建议不要突然停药。本年度临床和影像学回顾涵盖了axSpA面临的挑战和创新,强调需要尽早获得护理和开发工具,以支持及时诊断和持续持续的护理。
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引用次数: 0
Emerging Artificial Intelligence Innovations in Rheumatoid Arthritis and Challenges to Clinical Adoption. 类风湿性关节炎的新兴人工智能创新和临床应用的挑战。
IF 3.9 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2025-06-28 DOI: 10.1007/s11926-025-01193-w
Vinit J Gilvaz, Aishwarya Sudheer, Anthony M Reginato

Purpose of review: This review was written to inform practicing clinical rheumatologists about recent advances in artificial intelligence (AI) based research in rheumatoid arthritis (RA), using accessible and practical language. We highlight developments from 2023 to early 2025 across diagnostic imaging, treatment prediction, drug discovery, and patient-facing tools. Given the increasing clinical interest in AI and its potential to augment care delivery, this article aims to bridge the gap between technical innovation and real-world rheumatology practice.

Recent findings: Several AI models have demonstrated high accuracy in early RA detection using imaging modalities such as thermal imaging and nuclear scans. Predictive models for treatment response have leveraged routinely collected electronic health record (EHR) data, moving closer to practical application in clinical workflows. Patient-facing tools like mobile symptom checkers and large language models (LLMs) such as ChatGPT show promise in enhancing education and engagement, although accuracy and safety remain variable. AI has also shown utility in identifying novel biomarkers and accelerating drug discovery. Despite these advances, as of early 2025, no AI-based tools have received FDA approval for use in rheumatology, in contrast to other specialties. Artificial intelligence holds tremendous promise to enhance clinical care in RA-from early diagnosis to personalized therapy. However, clinical adoption remains limited due to regulatory, technical, and implementation challenges. A streamlined regulatory framework and closer collaboration between clinicians, researchers, and industry partners are urgently needed. With thoughtful integration, AI can serve as a valuable adjunct in addressing clinical complexity and workforce shortages in rheumatology.

综述的目的:本综述旨在使用易于理解和实用的语言,向临床风湿病医生介绍基于人工智能(AI)的类风湿性关节炎(RA)研究的最新进展。我们重点介绍了从2023年到2025年初在诊断成像、治疗预测、药物发现和面向患者的工具方面的发展。鉴于临床对人工智能的兴趣日益增加,以及人工智能在增加护理服务方面的潜力,本文旨在弥合技术创新与现实世界风湿病学实践之间的差距。最近的发现:一些人工智能模型在使用热成像和核扫描等成像方式的早期RA检测中表现出很高的准确性。治疗反应的预测模型利用了常规收集的电子健康记录(EHR)数据,更接近临床工作流程中的实际应用。面向患者的工具,如移动症状检查器和大型语言模型(llm),如ChatGPT,在加强教育和参与方面表现出了希望,尽管准确性和安全性仍然存在差异。人工智能在识别新的生物标志物和加速药物发现方面也显示出效用。尽管取得了这些进展,但截至2025年初,与其他专业相比,还没有基于人工智能的工具获得FDA批准用于风湿病。从早期诊断到个性化治疗,人工智能在增强ra的临床护理方面有着巨大的前景。然而,由于监管、技术和实施方面的挑战,临床应用仍然有限。迫切需要精简的监管框架以及临床医生、研究人员和行业合作伙伴之间更密切的合作。经过深思熟虑的整合,人工智能可以作为解决风湿病临床复杂性和劳动力短缺问题的宝贵辅助手段。
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