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Antiphospholipid antibodies and the risk of adverse pregnancy outcomes in patients with systemic lupus erythematosus: a systematic review and meta-analysis. 抗磷脂抗体与系统性红斑狼疮患者不良妊娠结局的风险:系统回顾和荟萃分析。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-03-11 DOI: 10.1080/1744666X.2024.2324005
Jinge Huang, Qingmiao Zhu, Baizhou Wang, Hanzheng Wang, Zhijun Xie, Xingyu Zhu, Ting Zhao, Zi Yang

Objective: This article aims to evaluate the magnitude of adverse pregnancy outcomes (APOs) risks associated with different antiphospholipid antibody (aPL) profiles in women with systemic lupus erythematosus (SLE).

Methods: Multiple databases were investigated to identify articles that explored the relationship between aPLs and APOs in SLE patients. A random effects model was used for calculating pooled odds ratios (OR). Stata version 15.0 was utilized to conduct the meta-analysis.

Results: There were 5234 patients involved in 30 studies. Overall aPL was linked to an increased incidence of any kind of APOs, fetal loss, and preterm birth. Any kind of APOs and preterm delivery were more common in patients with lupus anticoagulant (LA) positive. Anticardiolipin antibody (aCL) was associated with an increased risk of any kind of APOs and fetal loss. The association between aCL-IgM and fetal loss was also significant. Patients with anti-beta2-glycoprotein1 antibody (antiβ2GP1) positivity had an increased risk of fetal loss.

Conclusions: Both LA and aCL were risk factors of APOs in patients with SLE. Not only ACL, particularly aCL-IgM, but antiβ2GP1 were associated with an increased risk of fetal loss, while LA appeared to indicate the risk of preterm birth.PROSPERO (CRD42023388122).

目的:本文旨在评估与系统性红斑狼疮(SLE)女性患者不同抗磷脂抗体(aPL)特征相关的不良妊娠结局(APOs)风险的大小:调查了多个数据库,以确定探讨系统性红斑狼疮患者抗磷脂抗体与 APOs 之间关系的文章。采用随机效应模型计算汇总的几率比(OR)。采用Stata 15.0版本进行荟萃分析:30项研究共涉及5234名患者。总体而言,aPL 与任何一种 APOs、胎儿畸形和早产的发生率增加有关。在狼疮抗凝物(LA)阳性的患者中,任何类型的 APOs 和早产都更为常见。抗心磷脂抗体(aCL)与各种 APOs 和胎儿畸形的风险增加有关。aCL-IgM 与胎儿畸形之间的关系也很明显。抗β2-糖蛋白1抗体(antiβ2GP1)阳性患者的胎儿畸形风险增加:结论:LA和aCL都是系统性红斑狼疮患者APOs的危险因素。结论:LA和ACL都是系统性红斑狼疮患者APOs的危险因素。不仅ACL,尤其是ACL-IgM,抗β2GP1也与胎儿畸形风险增加有关,而LA似乎预示着早产的风险。
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引用次数: 0
Overcoming the challenges of primary resistance and relapse after CAR-T cell therapy. 克服 CAR-T 细胞疗法后原发性耐药性和复发的挑战。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-05-14 DOI: 10.1080/1744666X.2024.2349738
Alexandra Dreyzin, Alexander W Rankin, Katia Luciani, Tatyana Gavrilova, Nirali N Shah

Introduction: While CAR T-cell therapy has led to remarkable responses in relapsed B-cell hematologic malignancies, only 50% of patients ultimately have a complete, sustained response. Understanding the mechanisms of resistance and relapse after CAR T-cell therapy is crucial to future development and improving outcomes.

Areas covered: We review reasons for both primary resistance and relapse after CAR T-cell therapies. Reasons for primary failure include CAR T-cell manufacturing problems, suboptimal fitness of autologous T-cells themselves, and intrinsic features of the underlying cancer and tumor microenvironment. Relapse after initial response to CAR T-cell therapy may be antigen-positive, due to CAR T-cell exhaustion or limited persistence, or antigen-negative, due to antigen-modulation on the target cells. Finally, we discuss ongoing efforts to overcome resistance to CAR T-cell therapy with enhanced CAR constructs, manufacturing methods, alternate cell types, combinatorial strategies, and optimization of both pre-infusion conditioning regimens and post-infusion consolidative strategies.

Expert opinion: There is a continued need for novel approaches to CAR T-cell therapy for both hematologic and solid malignancies to obtain sustained remissions. Opportunities for improvement include development of new targets, optimally combining existing CAR T-cell therapies, and defining the role for adjunctive immune modulators and stem cell transplant in enhancing long-term survival.

导言虽然CAR T细胞疗法在复发的B细胞血液恶性肿瘤中取得了显著的疗效,但只有50%的患者最终获得了完全、持续的应答。了解 CAR T 细胞疗法耐药和复发的机制对于未来的发展和改善疗效至关重要:我们回顾了CAR T细胞疗法初治耐药和复发的原因。初次失败的原因包括 CAR T 细胞的制造问题、自体 T 细胞本身的亚健康状态以及潜在癌症和肿瘤微环境的内在特征。CAR T 细胞疗法初次反应后的复发可能是抗原阳性,这是由于 CAR T 细胞耗竭或持久性有限;也可能是抗原阴性,这是由于靶细胞上的抗原调制。最后,我们讨论了目前为克服 CAR T 细胞疗法耐药性所做的努力,包括增强 CAR 构建、制造方法、替代细胞类型、组合策略,以及输注前调理方案和输注后巩固策略的优化:专家观点:血液和实体恶性肿瘤的 CAR T 细胞疗法仍需采用新方法,以获得持续缓解。改进的机会包括开发新的靶点、优化组合现有的CAR T细胞疗法,以及确定辅助免疫调节剂和干细胞移植在提高长期生存率方面的作用。
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引用次数: 0
Treatment strategies for ANCA-associated vasculitides: from standard protocols to future horizons. ANCA相关血管病的治疗策略:从标准方案到未来展望。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-03-06 DOI: 10.1080/1744666X.2024.2326628
Francesco Reggiani, Matteo Stella, Marta Calatroni, Renato Alberto Sinico

Introduction: ANCA-associated vasculitides (AAV), classified into granulomatosis with polyangiitis, microscopic polyangiitis, and eosinophilic granulomatosis with polyangiitis represent a group of disorders characterized by necrotizing vasculitis of small vessels, endothelial injury and tissue damage. The outcomes and prognosis of AAV have undergone significant changes with the introduction of glucocorticoids (GCs) and other immunosuppressants (cyclophosphamide, azathioprine, methotrexate, and mycophenolate mofetil). The enhanced understanding of pathogenesis has subsequently led to the incorporation into clinical practice of drugs targeting specific therapeutic targets.

Areas covered: After an extensive literature search of Pubmed, Medline, Embase of the most recent evidence, we provide an overview of available treatments, highlighting how newer drugs have integrated into standard protocols. Our review also explores potential new therapeutic targets, including B cell depletion and inhibition, T cell inhibition, complement inhibition, and IL-5 and IgE inhibition.

Expert opinion: There is hope that the new treatment targets currently under study in AAV may enable a faster and more lasting clinical response, ensuring the reduction of possible side effects from therapies. Moreover, numerous aspects necessitate further exploration in the future, such as tailoring of GCs, integration of GCs-sparing agents, efficacy of combination therapy, optimal maintenance therapy, to reduce organ-damage and improve quality of life.

简介ANCA相关性血管炎(AAV)分为肉芽肿伴多血管炎、微小多血管炎和嗜酸性肉芽肿伴多血管炎,是一组以小血管坏死性血管炎、内皮损伤和组织损伤为特征的疾病。随着糖皮质激素(GCs)和其他免疫抑制剂(环磷酰胺、硫唑嘌呤、甲氨蝶呤和霉酚酸酯)的引入,AAV 的疗效和预后发生了重大变化。随着对发病机制认识的加深,针对特定治疗靶点的药物也被纳入临床实践:在对 Pubmed、Medline 和 Embase 的最新证据进行广泛的文献检索后,我们对现有的治疗方法进行了概述,重点介绍了较新的药物是如何纳入标准方案的。我们的综述还探讨了潜在的新治疗靶点,包括B细胞耗竭和抑制、T细胞抑制、补体抑制以及IL-5和IgE抑制:目前正在研究的 AAV 新治疗靶点有望更快、更持久地产生临床反应,确保减少疗法可能产生的副作用。此外,未来还有许多方面需要进一步探索,如定制 GCs、整合 GCs 节约型药物、联合疗法的疗效、最佳维持疗法,以减少器官损伤并提高生活质量。
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引用次数: 0
Preventing fibrosis in IBD: update on immune pathways and clinical strategies. 预防 IBD 纤维化:免疫途径和临床策略的最新进展。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-03-21 DOI: 10.1080/1744666X.2024.2330604
Jie Wang, Bo Yang, Jyotsna Chandra, Andrei Ivanov, J Mark Brown, Florian Rieder

Introduction: Intestinal fibrosis is a common and serious complication of inflammatory bowel diseases (IBD) driving stricture formation in Crohn's disease patients and leading to submucosal damage in ulcerative colitis. Recent studies provided novel insights into the role of immune and nonimmune components in the pathogenesis of intestinal fibrosis. Those new findings may accelerate the development of anti-fibrotic treatment in IBD patients.

Areas covered: This review is designed to cover the recent progress in mechanistic research and therapeutic developments on intestinal fibrosis in IBD patients, including new cell clusters, cytokines, proteins, microbiota, creeping fat, and anti-fibrotic therapies.

Expert opinion: Due to the previously existing major obstacle of missing consensus on stricture definitions and the absence of clinical trial endpoints, testing of drugs with an anti-fibrotic mechanism is just starting in stricturing Crohn's disease (CD). A biomarker to stratify CD patients at diagnosis without any complications into at-risk populations for future strictures would be highly desirable. Further investigations are needed to identify novel mechanisms of fibrogenesis in the intestine that are targetable and ideally gut specific.

简介肠纤维化是炎症性肠病(IBD)常见而严重的并发症,可导致克罗恩病患者的狭窄形成,并导致溃疡性结肠炎患者的黏膜下损伤。最近的研究对免疫和非免疫成分在肠纤维化发病机制中的作用提供了新的见解。这些新发现可能会加速开发针对 IBD 患者的抗纤维化治疗方法:本综述旨在介绍有关 IBD 患者肠纤维化的机理研究和治疗发展的最新进展,包括新细胞群、细胞因子、蛋白质、微生物群、爬行脂肪和抗纤维化疗法:专家观点:由于先前存在的主要障碍是对狭窄定义缺乏共识,以及缺乏临床试验终点,因此在严格治疗克罗恩病(CD)方面,具有抗纤维化机制的药物试验才刚刚开始。最好能找到一种生物标志物,将诊断时未出现任何并发症的克罗恩病患者分层,使其成为未来出现狭窄的高危人群。还需要进一步的研究来确定肠道纤维化的新机制,这些机制是可靶向的,最好是肠道特异性的。
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引用次数: 0
Combination biologics or targeted synthetic disease-modifying anti-rheumatic drugs in the treatment of spondyloarthritis: a systematic literature review. 治疗脊柱关节炎的联合生物制剂或靶向合成改变病情抗风湿药:系统性文献综述。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-03-27 DOI: 10.1080/1744666X.2024.2327589
Rand Abedalweli, Michelle Nguyen, Atul Deodhar

Introduction: The advent of biologic and targeted synthetic disease-modifying anti-rheumatic drugs (b/tsDMARDs) have transformed the management of immune-mediated rheumatic diseases, including spondylarthritis (SpA). However, the data about combining b/ts DMARDs in the treatment of SpA are scarce. The study objectives were to assess the efficacy and safety of combination b/tsDMARD in SpA.

Methods: We conducted systematic literature review (PubMed and Medline) with two independent reviewers, one adjudicator, exploring the efficacy and safety of combination b/tsDMARDs in the treatment of SpA. Inclusion criteria were studies published in last 20 years, English language, interventions included use of two b/tsDMARDs, and minimal three-month follow-up.

Results: Out of 1936 initial hits, 28 manuscripts fulfilled the inclusion criteria. Two were randomized controlled trials, and the remaining were retrospective cohort studies or case series. Combination of apremilast with bDMARD, or TNF inhibitor plus IL12/23 inhibitor were the commonest and reported good efficacy with no increased safety signal.

Conclusions: There is not enough data to fully evaluate efficacy and safety of combination b/tsDMARDs in SpA treatment. Limited information shows apremilast plus bDMARD, or TNF inhibitor plus IL12/23 inhibitor combination to be efficacious and safe. Randomized controlled trials and larger cohort with a longer follow-up are required.

导言:生物制剂和靶向合成改善病情抗风湿药物(b/tsDMARDs)的出现改变了包括脊柱关节炎(SpA)在内的免疫介导型风湿病的治疗方法。然而,有关联合使用 b/ts DMARDs 治疗脊柱关节炎的数据却很少。本研究的目的是评估 b/ts DMARDs 联合用药治疗 SpA 的疗效和安全性:我们进行了系统性文献综述(PubMed 和 Medline),由两名独立审稿人和一名审稿人共同探讨 b/tsDMARDs 联合用药治疗 SpA 的疗效和安全性。纳入标准为过去20年发表的研究、英语、干预措施包括使用两种b/tsDMARDs、最少三个月的随访:结果:在1936篇初始点击中,有28篇符合纳入标准。其中两篇为随机对照试验,其余为回顾性队列研究或病例系列。阿普司特与双嘧达莫联合用药或TNF抑制剂与IL12/23抑制剂联合用药最为常见,且疗效良好,安全性未见增加:结论:目前还没有足够的数据来全面评估b/tsDMARDs联合治疗SpA的疗效和安全性。有限的资料显示,阿普司特联合 bDMARD 或 TNF 抑制剂联合 IL12/23 抑制剂具有疗效和安全性。需要进行随机对照试验和更大范围、更长时间的随访。
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引用次数: 0
Harnessing the power of AI-based models to accelerate drug discovery against immune diseases. 利用人工智能模型的力量,加快针对免疫疾病的药物研发。
IF 3.9 3区 医学 Q2 IMMUNOLOGY Pub Date : 2024-07-01 DOI: 10.1080/1744666X.2024.2373915
Philippe Moingeon
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引用次数: 0
How to and should we target EBV in MS? 如何以及是否应该针对多发性硬化症中的 EBV?
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-03-15 DOI: 10.1080/1744666X.2024.2328739
Svetlana Eckert, Dejan Jakimovski, Robert Zivadinov, Mark Hicar, Bianca Weinstock-Guttman

Introduction: The etiology of multiple sclerosis (MS) remains unknown. Pathogenesis likely relies on a complex interaction between multiple environmental, genetic, and behavioral risk factors. However, a growing body of literature supports the role of a preceding Epstein-Barr virus (EBV) infection in the majority of cases.

Areas covered: In this narrative review, we summarize the latest findings regarding the potential role of EBV as a predisposing event inducing new onset of MS. EBV interactions with the genetic background and other infectious agents such as human endogenous retrovirus are explored. Additional data regarding the role of EBV regarding the rate of mid- and long-term disease progression is also discussed. Lastly, the effect of currently approved disease-modifying therapies (DMT) for MS treatment on the EBV-based molecular mechanisms and the development of new EBV-specific therapies are further reviewed.

Expert opinion: Recent strong epidemiological findings support that EBV may be the primary inducing event in certain individuals that shortly thereafter develop MS. More studies are needed in order to better understand the significant variability in susceptibility based on environmental factors such as EBV exposure. Future investigations should focus on determining the specific EBV-related risk antigen(s) and phenotyping people with likely EBV-induced MS. Targeting EBV via several different avenues, including development of an EBV vaccine, may become the mainstay of MS treatment in the future.

导言多发性硬化症(MS)的病因仍然不明。发病机制可能取决于多种环境、遗传和行为风险因素之间复杂的相互作用。然而,越来越多的文献支持先天性爱泼斯坦巴氏病毒(EBV)感染在大多数病例中的作用:在这篇叙述性综述中,我们总结了有关 EBV 作为诱发多发性硬化症新发病例的潜在因素的最新发现。我们还探讨了 EBV 与遗传背景及其他传染源(如人类内源性逆转录病毒)之间的相互作用。此外,还讨论了有关 EBV 对中长期疾病进展率的作用的其他数据。最后,还进一步回顾了目前已批准用于多发性硬化症治疗的疾病调整疗法(DMT)对基于 EBV 的分子机制的影响,以及新的 EBV 特异性疗法的发展:最近强有力的流行病学研究结果表明,EBV 可能是某些人的主要诱发因素,这些人随后不久就会患上多发性硬化症。需要进行更多的研究,以便更好地了解基于环境因素(如 EBV 暴露)的易感性的显著差异。未来的研究应侧重于确定与 EBV 相关的特定风险抗原,并对可能由 EBV 诱发的多发性硬化症患者进行表型分析。通过几种不同的途径靶向 EBV,包括开发 EBV 疫苗,可能会成为未来治疗多发性硬化症的主要方法。
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引用次数: 0
Sicca syndrome/Sjögren's disease associated with cancer immunotherapy: a narrative review on clinical presentation, biomarkers, and management. 与癌症免疫疗法相关的筛查综合征/谢格伦氏病:临床表现、生物标志物和治疗方法综述。
IF 3.9 3区 医学 Q2 Medicine Pub Date : 2024-06-25 DOI: 10.1080/1744666X.2024.2370327
Sandra Gofinet Pasoto, André Silva Franco, Clovis Artur Silva, Eloisa Bonfa

Introduction: Almost one-quarter of immune checkpoint inhibitor (ICI) recipients experience sicca syndrome, while Sjögren's disease (SjD) is estimated at 0.3-2.5%, possibly underreported.

Areas covered: This narrative review (Medline/Embase until January/31/2024) addresses the pathophysiology, incidence, demographic/clinical features, biomarkers, labial salivary gland biopsy (LSGB), fulfillment of the idiopathic SjD (iSjD) classificatory criteria, differential diagnosis, and management of sicca syndrome/SjD associated with ICIs.

Expert opinion: SjD associated with ICIs is underdiagnosed, since studies that performed the mandatory SjD investigation identified that 40-60% of patients with sicca syndrome associated with ICIs meet the iSjD classificatory criteria. LSGB played a fundamental role in recognizing these cases, as most of them had negative anti-Ro/SS-A antibody. Despite the finding of focal lymphocytic sialoadenitis in LSGB samples mimicking iSjD, immunohistochemical analysis provided novel evidence of a distinct pattern for sicca syndrome/SjD associated with ICIs compared to iSjD. The former has scarcity of B lymphocytes, which are a hallmark of iSjD. Additionally, patients with sicca syndrome/SjD associated with ICIs have demographical/clinical/serological and treatment response dissimilarities compared to iSjD. Dryness symptoms are more acute in the former than in iSjD, with predominance of xerostomia over xerophthalmia, and partial/complete response to glucocorticoids. Dryness symptoms in ICI-treated patients warrant prompt SjD investigation.

简介:近四分之一的免疫检查点抑制剂(ICI)受者会出现疱疹综合征,而斯约格伦病(SjD)的发病率估计为0.3%-2.5%,可能报告不足:这篇叙述性综述(Medline/Embase,截止日期为2024年1月31日)探讨了与ICIs相关的虹膜睫状体综合征/SjD的病理生理学、发病率、人口统计学/临床特征、生物标志物、唇唾液腺活检(LSGB)、特发性SjD(iSjD)分类标准的执行情况、鉴别诊断和管理:专家意见:与 ICIs 相关的 SjD 诊断不足,因为进行强制性 SjD 调查的研究发现,40%-60% 与 ICIs 相关的筛查综合征患者符合 iSjD 分类标准。LSGB 在识别这些病例方面发挥了重要作用,因为他们中的大多数人抗 Ro/SS-A 抗体呈阴性。尽管在 LSGB 样本中发现了模仿 iSjD 的局灶性淋巴细胞性唾液腺炎,但免疫组化分析提供了新的证据,证明与 iSjD 相比,与 ICIs 相关的筛查综合征/SjD 有着不同的模式。前者缺少 B 淋巴细胞,而 B 淋巴细胞是 iSjD 的标志。此外,与 iSjD 相比,伴有 ICIs 的筛查综合征/SjD 患者在人口学/临床/血清学和治疗反应方面也存在差异。与 iSjD 相比,前者的干燥症状更严重,主要表现为口干症而非眼干症,对糖皮质激素有部分/完全反应。接受 ICI 治疗的患者出现干燥症状时,应立即进行 SjD 检查。
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引用次数: 0
Salivary gland biopsy as a prognostic tool in Sjögren's syndrome. 唾液腺活检作为斯约格伦综合征的预后工具。
IF 3.9 3区 医学 Q2 Medicine Pub Date : 2024-06-24 DOI: 10.1080/1744666X.2024.2368189
Roberto Dal Pozzolo, Giacomo Cafaro, Carlo Perricone, Santina Calvacchi, Lorenza Bruno, Anna Colangelo, Francesco Tromby, Roberto Gerli, Elena Bartoloni

Introduction: Primary Sjögren's syndrome (pSS) is an autoimmune disorder primarily affecting salivary and lacrimal glands, although about 40% of patients experience systemic complications. In this setting, the identification of patient phenotypes characterized by increased risk of extra-glandular involvement still represents an unmet need.

Areas covered: The aim of this paper is to review the scientific evidence on the utility of salivary gland biopsies in pSS, emphasizing their role in defining prognosis. In latest years, research focused on disease-specific clinical, serological, or histological features able to categorize patient prognosis. Among histopathological features, focus score and ectopic germinal centers exhibit associations with glandular and extraglandular manifestations, including higher rates of lymphomagenesis.

Expert opinion: Pathological characterization of salivary glands provides information that go beyond a mere diagnostic or classification utility, providing insights for a stratification of disease severity and for predicting systemic manifestations. Thus, a salivary gland biopsy should be offered to all patients and included in routine practice, even when not strictly required for diagnostic purposes. More advanced analysis techniques of the tissue, including immunohistochemistry and 'omics' should be further explored in longitudinal studies to boost the ability to further stratify and predict disease evolution.

简介:原发性斯约格伦综合征(pSS)是一种自身免疫性疾病,主要影响唾液腺和泪腺,但约 40% 的患者会出现全身并发症。在这种情况下,识别以腺外受累风险增加为特征的患者表型仍是一项尚未满足的需求:本文旨在回顾有关唾液腺活检在 pSS 中的作用的科学证据,强调其在确定预后方面的作用。近年来,研究的重点是能够对患者预后进行分类的疾病特异性临床、血清学或组织学特征。在组织病理学特征中,病灶评分和异位生殖中心与腺体和腺体外表现有关,包括较高的淋巴致病率:专家意见:唾液腺的病理特征所提供的信息超出了单纯的诊断或分类用途,为疾病严重程度的分层和预测全身表现提供了见解。因此,应为所有患者提供唾液腺活检服务,并将其纳入常规做法,即使并非出于严格的诊断目的。应在纵向研究中进一步探索更先进的组织分析技术,包括免疫组化和 "omics "技术,以提高进一步分层和预测疾病演变的能力。
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引用次数: 0
Machine learning and artificial intelligence within pediatric autoimmune diseases: applications, challenges, future perspective. 儿科自身免疫性疾病中的机器学习和人工智能:应用、挑战和未来展望。
IF 4.4 3区 医学 Q2 Medicine Pub Date : 2024-06-14 DOI: 10.1080/1744666X.2024.2359019
Parniyan Sadeghi, Hanie Karimi, Atiye Lavafian, Ronak Rashedi, Noosha Samieefar, Sajad Shafiekhani, Nima Rezaei

Introduction: Autoimmune disorders affect 4.5% to 9.4% of children, significantly reducing their quality of life. The diagnosis and prognosis of autoimmune diseases are uncertain because of the variety of onset and development. Machine learning can identify clinically relevant patterns from vast amounts of data. Hence, its introduction has been beneficial in the diagnosis and management of patients.

Areas covered: This narrative review was conducted through searching various electronic databases, including PubMed, Scopus, and Web of Science. This study thoroughly explores the current knowledge and identifies the remaining gaps in the applications of machine learning specifically in the context of pediatric autoimmune and related diseases.

Expert opinion: Machine learning algorithms have the potential to completely change how pediatric autoimmune disorders are identified, treated, and managed. Machine learning can assist physicians in making more precise and fast judgments, identifying new biomarkers and therapeutic targets, and personalizing treatment strategies for each patient by utilizing massive datasets and powerful analytics.

简介4.5%至9.4%的儿童患有自身免疫性疾病,大大降低了他们的生活质量。由于自身免疫性疾病的发病和发展各不相同,因此其诊断和预后并不确定。机器学习可以从海量数据中识别与临床相关的模式。因此,引入机器学习有利于患者的诊断和管理:本综述通过搜索各种电子数据库(包括PubMed、Scopus和Web of Science)进行。本研究深入探讨了机器学习在儿科自身免疫性疾病及相关疾病应用方面的现有知识,并找出了尚存的差距:机器学习算法有可能彻底改变儿科自身免疫性疾病的识别、治疗和管理方式。机器学习可以帮助医生做出更精确、更快速的判断,确定新的生物标记物和治疗目标,并通过利用海量数据集和强大的分析功能为每位患者制定个性化治疗策略。
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引用次数: 0
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Expert Review of Clinical Immunology
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