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Progress in genome-inspired treatment decisions for multifocal lung adenocarcinoma. 多灶性肺腺癌基因组启发治疗决策的进展。
Pub Date : 2023-07-01 Epub Date: 2023-12-26 DOI: 10.1080/17476348.2023.2286277
Chelsea L Powell, Sahar A Saddoughi, Dennis A Wigle

Introduction: Multifocal lung adenocarcinoma (MFLA) is becoming increasingly recognized as a distinct subset of lung cancer, with unique biology, disease course, and treatment outcomes. While definitions remain controversial, MFLA is characterized by the development and concurrent presence of multiple independent (non-metastatic) lesions on the lung adenocarcinoma spectrum. Disease progression typically follows an indolent course measured in years, with a lower propensity for nodal and distant metastases than other more common forms of non-small cell lung cancer.

Areas covered: Traditional imaging and histopathological analyses of tumor biopsies are frequently unable to fully characterize the disease, prompting interest in molecular diagnosis. We highlight some of the key questions in the field, including accurate definitions to identify and stage MLFA, molecular tests to stratify patients and treatment decisions, and the lack of clinical trial data to delineate best management for this poorly understood subset of lung cancer patients. We review the existing literature and progress toward a genomic diagnosis for this unique disease entity.

Expert opinion: Multifocal lung adenocarcinoma behaves differently than other forms of non-small cell lung cancer. Progress in molecular diagnosis may enhance potential for accurate definition, diagnosis, and optimizing treatment approach.

多灶性肺腺癌(MFLA)越来越被认为是肺癌的一个独特的亚群,具有独特的生物学、病程和治疗结果。虽然定义仍有争议,但MFLA的特点是在肺腺癌谱上发展并同时存在多个独立(非转移性)病变。疾病进展通常遵循以年为单位的惰性过程,与其他更常见的非小细胞肺癌相比,淋巴结和远处转移的倾向较低。涉及领域:肿瘤活检的传统成像和组织病理学分析常常不能完全表征疾病,促使人们对分子诊断感兴趣。我们强调了该领域的一些关键问题,包括MLFA的准确定义和分期,对患者进行分层和治疗决策的分子检测,以及缺乏临床试验数据来描述对这一知之甚少的肺癌患者亚群的最佳管理。我们回顾现有的文献和进展,朝着基因组诊断这种独特的疾病实体。专家意见:多灶性肺腺癌的表现不同于其他形式的非小细胞肺癌。分子诊断的进步可能会提高准确定义、诊断和优化治疗方法的潜力。
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引用次数: 0
Pathogenesis and management of emphysema in people with HIV. 艾滋病病毒感染者肺气肿的发病机制和治疗。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2272702
Jonah S Kreniske, Robert J Kaner, Marshall J Glesby

Introduction: Since early in the HIV epidemic, emphysema has been identified among people with HIV (PWH) and has been associated with increased mortality. Smoking cessation is key to risk reduction. Health maintenance for PWH and emphysema should ensure appropriate vaccination and lung cancer screening. Treatment should adhere to inhaler guidelines for the general population, but inhaled corticosteroid (ICS) should be used with caution. Frontiers in treatment include targeted therapeutics. Major knowledge gaps exist in the epidemiology of and optimal care for PWH and emphysema, particularly in low and middle-income countries (LMIC).

Areas covered: Topics addressed include risk factors, pathogenesis, current treatment and prevention strategies, and frontiers in research.

Expert opinion: There are limited data on the epidemiology of emphysema in LMIC, where more than 90% of deaths from COPD occur and where the morbidity of HIV is most heavily concentrated. The population of PWH is aging, and age-related co-morbidities such as emphysema will only increase in salience. Over the next 5 years, the authors anticipate novel trials of targeted therapy for emphysema specific to PWH, and we anticipate a growing body of evidence to inform optimal clinical care for lung health among PWH in LMIC.

引言:自从艾滋病流行早期以来,肺气肿就在艾滋病患者中被发现,并与死亡率增加有关。戒烟是降低风险的关键。PWH和肺气肿的健康维护应确保适当的疫苗接种和癌症筛查。治疗应遵循普通人群的吸入器指南,但吸入皮质类固醇(ICS)应谨慎使用。治疗的前沿包括靶向治疗。PWH和肺气肿的流行病学和最佳护理存在重大知识差距,特别是在中低收入国家(LMIC)。涵盖的领域:所涉及的主题包括风险因素、发病机制、当前的治疗和预防策略以及研究前沿。专家意见:LMIC的肺气肿流行病学数据有限,90%以上的COPD死亡发生在LMIC,而HIV的发病率最为集中。PWH的人群正在老龄化,与年龄相关的并发症,如肺气肿,只会增加显著性。在接下来的五年里,作者预计会有针对PWH的肺气肿靶向治疗的新试验,我们预计会有越来越多的证据为LMIC中PWH肺部健康的最佳临床护理提供信息。
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引用次数: 0
Endobronchial ultrasound with a guide sheath during bronchoscopy for peripheral pulmonary lesions. 支气管内超声与引导鞘在支气管镜检查周围肺病变。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2278605
Yuta Takashima, Masahide Oki

Introduction: Radial probe endobronchial ultrasound (rEBUS) improves the diagnostic yield of peripheral pulmonary lesions (PPLs). A notable methodological limitation of rEBUS is that it does not provide real-time images during transbronchial biopsy (TBB) procedures. To overcome this limitation, a guide sheath (GS) method was developed.

Areas covered: This review covers the procedures and complications of rEBUS-guided TBB with a GS (EGS method). We also present the data from key randomized controlled trials (RCTs) of the EGS method and summarize the usefulness of combining the EGS method with various techniques. Finally, we discuss in which situations EGS should be used.

Expert opinion: A large RCT showed that the diagnostic yield of the EGS method for PPLs was significantly higher than that of rEBUS-guided TBB without a GS (non-GS method). However, since the EGS and non-GS methods each have their own advantages and disadvantages, they should be considered complementary and used flexibly in different cases. In some cases, a combination of the two may be an option. The appropriate combination of EGS with various techniques may enhance the diagnostic yield of PPLs and help prevent complications. The choice should be based on the location and texture of the target lesion, as well as operator skill, resource availability, safety, and accuracy.

介绍:桡骨探头支气管超声(rEBUS)可提高周围性肺病变(ppl)的诊断率。rEBUS的一个显著的方法学限制是它不能在经支气管活检(TBB)过程中提供实时图像。为了克服这一限制,开发了一种导向套(GS)方法。涵盖领域:本综述涵盖rebus引导下GS (EGS法)TBB的程序和并发症。我们还介绍了EGS方法的关键随机对照试验(rct)数据,并总结了EGS方法与各种技术相结合的有效性。最后,我们讨论了在哪些情况下应该使用EGS。专家意见:一项大型随机对照试验显示,EGS方法对ppl的诊断率明显高于不使用GS(非GS方法)的rebus引导TBB。然而,由于EGS和非gs方法各有优缺点,因此应将其视为互补,并在不同情况下灵活使用。在某些情况下,两者结合可能是一种选择。EGS与各种技术的适当结合可以提高ppl的诊断率,并有助于预防并发症。选择应基于目标病变的位置和质地,以及操作人员的技能,资源的可用性,安全性和准确性。
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引用次数: 0
Diagnosis of pleural tuberculosis by multi-targeted loop-mediated isothermal amplification assay based on SYBR Green I reaction: comparison with GeneXpert® MTB/RIF assay. 基于SYBR Green I反应的多靶点环介导等温扩增检测诊断胸膜结核:与GeneXpert®MTB/RIF检测的比较
Pub Date : 2023-07-01 Epub Date: 2023-12-26 DOI: 10.1080/17476348.2023.2292738
Aishwarya Soni, Bhawna Dahiya, Abhishek Sheoran, Vipul Kumar, Astha Guliani, Nitin Kumar, Vikas Hooda, Aparna Yadav, Kiran Nehra, Promod K Mehta

Background: Diagnosis of pleural tuberculosis (TB) is tedious owing to its close resemblance with malignant pleural effusion and sparse bacterial load in clinical specimens. There is an immediate need to design a rapid and dependable diagnostic test to prevent unnecessary morbidity/mortality.

Research design and methods: A multi-targeted loop-mediated isothermal amplification (MT-LAMP) was deliberated using mpt64 and IS6110 to diagnose pleural TB within pleural fluids/biopsies. MT-LAMP products were analyzed by gel-based and visual detection methods, viz. SYBR Green I, SYBR Green I+deoxyuridine triphosphate uracil-N-glycosylase (dUTP-UNG), and dry methyl green reactions.

Results: In a pilot study, while assessing pleural TB/non-TB control subjects (n = 40), both SYBR Green I+dUTP-UNG/gel-based MT-LAMP assays exhibited better sensitivity/specificity than SYBR Green I and dry methyl green MT-LAMP. Since it is facile to work with SYBR Green I+dUTP-UNG than gel-based MT-LAMP, we validated the performance of SYBR Green I+dUTP-UNG in a higher number of specimens (n = 97), which revealed somewhat higher sensitivity (85.2 vs. 81.5%) and specificity (97.7 vs. 90.7%) than SYBR Green I MT-LAMP. Furthermore, the sensitivity attained by SYBR Green I+dUTP-UNG MT-LAMP was significantly higher (p < 0.001) than GeneXpert.

Conclusions: Our SYBR Green I+dUTP-UNG MT-LAMP is a simple and reliable method to diagnose pleural TB, which may translate into a point-of-care test.

背景:胸膜结核(TB)的诊断非常繁琐,因为它与恶性胸腔积液非常相似,而且临床标本中细菌负荷稀少。迫切需要设计一种快速可靠的诊断测试,以防止不必要的发病/死亡。研究设计和方法:采用mpt64和IS6110进行多靶点环介导等温扩增(MT-LAMP)诊断胸膜结核/活检。MT-LAMP产品通过凝胶和视觉检测方法,即SYBR Green I、SYBR Green I+脱氧尿苷三磷酸尿嘧啶n -糖基化酶(dUTP-UNG)和干甲基绿反应进行分析。结果:在一项初步研究中,在评估胸膜结核/非结核对照受试者(n = 40)时,SYBR Green I+dUTP-UNG/凝胶基MT-LAMP检测比SYBR Green I和干甲基绿MT-LAMP表现出更好的敏感性/特异性。由于SYBR Green+dUTP-UNG比基于凝胶的MT-LAMP更容易工作,我们在更多的标本(n = 97)中验证了SYBR Green+dUTP-UNG的性能,结果显示,与SYBR Green MT-LAMP相比,SYBR Green+dUTP-UNG的灵敏度(85.2比81.5%)和特异性(97.7比90.7%)有所提高。结论:SYBR Green I+dUTP-UNG MT-LAMP是一种简单可靠的胸膜结核诊断方法,可以转化为一种即时检测方法。
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引用次数: 0
What to do after immune-checkpoint inhibitors failure in advanced non-small cell lung cancer: an expert opinion and review. 晚期癌症免疫检查点抑制剂失效后的应对措施:专家意见和综述。
Pub Date : 2023-07-01 Epub Date: 2023-10-27 DOI: 10.1080/17476348.2023.2268509
Alberto Giuseppe Agostara, Laura Roazzi, Federica Villa, Rebecca Romano', Daniele Piscazzi, Francesca Martinelli, Gabriele Ciarlo, Sara Oresti, Francesca Travaglini, Alessandro Marando, Andrea Sartore Bianchi, Laura Giannetta, Giulio Cerea, Salvatore Siena, Elio Gregory Pizzutilo, Diego Signorelli

Introduction: Immune-checkpoint inhibitors (IO) have significantly improved outcomes of patients with non-oncogene-addicted non-small cell lung cancer (NSCLC), becoming the first-line agents for advanced disease. However, resistance remains a significant clinical challenge, limiting their effectiveness.

Areas covered: Hereby, we addressed standard and innovative therapeutic approaches for NSCLC patients experiencing progression after IO treatment, discussing the emerging resistance mechanisms and the ongoing efforts to overcome them. In order to provide a complete overview of the matter, we performed a comprehensive literature search across prominent databases, including PubMed, EMBASE (Excerpta Medica dataBASE), and the Cochrane Library, and a research of the main ongoing studies on clinicaltrials.gov.

Expert opinion: The dynamics of progression to IO, especially in terms of time to treatment failure and burden of progressive disease, should guide the best subsequent management, together with patient clinical conditions. Long-responders to IO might benefit from continuation of IO beyond-progression, in combination with other treatments. Patients who experience early progression should be treated with salvage CT in case of preserved clinical conditions. Finally, patients who respond to IO for a considerable timeframe and who later present oligo-progression could be treated with a multimodal approach in order to maximize the benefit of immunotherapy.

简介:免疫检查点抑制剂(IO)显著改善了非致癌成瘾性癌症(NSCLC)患者的预后,成为晚期疾病的一线药物。然而,耐药性仍然是一个重大的临床挑战,限制了它们的有效性。涵盖领域:在此,我们讨论了IO治疗后进展的NSCLC患者的标准和创新治疗方法,讨论了新出现的耐药性机制和正在进行的克服这些机制的努力。为了提供对此事的完整概述,我们在PubMed、EMBASE(医学数据库摘录)和Cochrane图书馆等知名数据库中进行了全面的文献检索,并对clinicaltrials.gov上正在进行的主要研究进行了研究,尤其是在治疗失败的时间和进行性疾病的负担方面,应结合患者的临床情况,指导最佳的后续治疗。IO的长期反应者可能受益于IO在进展之外的持续,并结合其他治疗。早期进展的患者应在临床条件保留的情况下进行抢救性CT治疗。最后,对于在相当长的时间内对IO有反应并随后出现寡进展的患者,可以采用多模式方法进行治疗,以最大限度地提高免疫疗法的效益。
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引用次数: 0
Extracorporeal membrane oxygenation for COVID-19 and influenza associated acute respiratory distress syndrome: a systematic review. 体外膜肺氧合治疗新冠肺炎和流感相关急性呼吸窘迫综合征:系统综述。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2272704
Lian Wang, Dongguang Wang, Tianli Zhang, Ying He, Hong Fan, Yonggang Zhang

Background: Extracorporeal membrane oxygenation (ECMO) has been used extensively for H1N1 influenza and coronavirus disease 2019 (COVID-19)-related acute respiratory distress syndrome (ARDS) to improve gas exchange and quickly correct hypoxemia and hypercapnia. This systematic review summarized the evidence on ECMO for the treatment of COVID-19 and influenza-associated ARDS.

Research design and methods: This is a systematic review and meta-analysis of studies to compare the efficacy and safety of ECMO with conventional mechanical ventilation in adults with COVID-19 and influenza-associated ARDS. The study performed a structured search on PubMed, Embase, Web of Science, Scopus and The Cochrane Library. The primary outcome was hospital mortality.

Results: The study included 15 observational studies with 5239 patients with COVID-19 and influenza-associated ARDS. The use of ECMO significantly reduced in-hospital mortality in COVID-19-associated ARDS (OR = 0.40; 95% CI = 0.27-0.58; P < 0.00001) but did not reduce influenza-related mortality (OR = 1.08; 95% CI = 0.41-2.87; P = 0.87). Moreover, ECMO treatment meaningfully increased the incidence of bleeding complications (OR = 7.66; 95% CI = 2.47-23.72; P = 0.0004).

Conclusion: The use of ECMO significantly reduced in-hospital mortality in COVID-19- associated ARDS, which may be related to the advances in ECMO-related techniques and the increased experience of clinicians. However, the incidence of bleeding complications remains high. [Figure: see text].

背景:体外膜肺氧合(ECMO)已广泛用于H1N1流感和2019冠状病毒病(新冠肺炎)相关的急性呼吸窘迫综合征(ARDS),以改善气体交换并快速纠正低氧血症和高碳酸血症。这篇系统综述总结了ECMO治疗新冠肺炎和影响者相关ARDS的证据。研究设计和方法:这是一篇系统综述和荟萃分析研究,旨在比较ECMO与传统机械通气在成人新冠肺炎和影响者相关ARDS患者中的疗效和安全性。该研究在PubMed、Embase、Web of Science、Scopus和The Cochrane Library上进行了结构化搜索。主要结果是住院死亡率。结果:该研究包括15项观察性研究,涉及5239名新冠肺炎和流感相关ARDS患者。ECMO的使用显著降低了COVID-19相关ARDS的住院死亡率(OR = 0.40;95%CI = 0.27-0.58;P P = 0.87)。此外,ECMO治疗显著增加了出血并发症的发生率(OR = 7.66;95%CI = 2.47-23.72;P = 结论:ECMO的使用显著降低了新冠肺炎相关ARDS的住院死亡率,这可能与ECMO相关技术的进步和临床医生经验的增加有关。然而,出血并发症的发生率仍然很高。
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引用次数: 0
Persistent respiratory symptoms associated with post-Covid condition (Long Covid) in children: a systematic review and analysis of current gaps and future perspectives. 儿童持续性呼吸道症状与新冠后疾病(Long新冠肺炎)相关:对当前差距和未来前景的系统回顾和分析。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2271836
Laura Martino, Rosa Morello, Cristina De Rose, Danilo Buonsenso

Introduction: There is increasing evidence that also children can develop Long Covid. However, there are no specific reviews providing a clear description of reported respiratory symptoms and potential diagnostics.

Areas covered: We performed on PubMed a systematic search of studies conducted on children aged less than 18 years with previous SARS-CoV-2 infection complaining about persistent respiratory symptoms; the aim of our review is to characterize the incidence, pattern and duration of respiratory symptoms after the acute infection in pediatric population.

Expert opinion: Children can develop persisting respiratory symptoms, as documented by several follow-up studies both including or not control groups of non-infected children. However, the methodological variabilities of the analyzed studies does not allow to provide firm conclusions about the rate, type and best diagnostics for children with persistent respiratory symptoms. Future studies should investigate on larger pediatric cohorts the role of noninvasive diagnostics and new biomarkers as well as investigating therapeutic options both during acute infection or when Long Covid has been diagnosed.

简介:越来越多的证据表明,儿童也会发展为长期新冠肺炎。然而,没有具体的审查提供报告的呼吸道症状和潜在诊断的明确描述。涵盖领域:我们在Pubmed上对18岁以下儿童的研究进行了系统搜索 既往感染严重急性呼吸系统综合征冠状病毒2型多年,抱怨持续的呼吸道症状;我们综述的目的是描述儿科人群急性感染后呼吸道症状的发生率、模式和持续时间。专家意见:正如几项后续研究所记录的那样,儿童可能会出现持续的呼吸道症状,包括或不包括未感染儿童的对照组。然而,所分析研究的方法学差异不允许提供关于持续呼吸道症状儿童的发病率、类型和最佳诊断的确切结论。未来的研究应在更大的儿科群体中调查非侵入性诊断和新生物标志物的作用,并调查急性感染期间或长期新冠肺炎确诊时的治疗选择。
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引用次数: 0
Evaluation and management of persistent air leak. 持续漏气的评估和管理。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2272701
Garret Duron, Elliot Backer, David Feller-Kopman

Introduction: Persistent air leaks (PAL) represent a challenging clinical problem for which there is not a clear consensus to guide optimal management. PAL is associated with significant morbidity, mortality, and increased length of hospital stay. There are a variety of surgical and non-surgical management options available.

Areas covered: This narrative review describes the current evidence for PAL management including surgical approach, autologous blood patch pleurodesis, chemical pleurodesis, endobronchial valves, and one-way valves. Additionally, emerging topics such as drainage-dependent air leak and intensive care unit management are described.

Expert opinion: There has been considerable progress in understanding the pathophysiology of PAL and growing evidence to support the various non-surgical treatment modalities. Increased recognition of drainage-dependent persistent air leaks offers the opportunity to decrease the number of patients requiring additional invasive treatment. Randomized control trials are needed to guide optimal management.

引言:持续性空气泄漏(PAL)是一个具有挑战性的临床问题,目前还没有明确的共识来指导最佳管理。PAL与显著的发病率、死亡率和住院时间增加有关。有多种手术和非手术治疗方案可供选择。涵盖领域:这篇叙述性综述描述了PAL管理的当前证据,包括手术方法、自体血贴剂胸膜固定术、化学胸膜固定术,支气管内瓣膜和单向瓣膜。此外,还介绍了新出现的主题,如依赖排水的空气泄漏和重症监护室管理。专家意见:在理解PAL的病理生理学方面取得了相当大的进展,越来越多的证据支持各种非手术治疗模式。对依赖引流的持续性空气泄漏的认识增加,为减少需要额外侵入性治疗的患者数量提供了机会。需要进行随机对照试验来指导最佳管理。
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引用次数: 0
Recommendations on scuba diving in Birt-Hogg-Dubé syndrome. 对birt - hogg - dub<s:1>综合征患者的水肺潜水建议。
Pub Date : 2023-07-01 Epub Date: 2023-12-26 DOI: 10.1080/17476348.2023.2284375
L van Riel, R A van Hulst, L van Hest, Rja van Moorselaar, B G Boerrigter, S M Franken, Rmf Wolthuis, H J Dubbink, S J Marciniak, N Gupta, I van de Beek, A C Houweling

Introduction: Although very uncommon, severe injury and death can occur during scuba diving. One of the main causes of scuba diving fatalities is pulmonary barotrauma due to significant changes in ambient pressure. Pathology of the lung parenchyma, such as cystic lesions, might increase the risk of pulmonary barotrauma.

Areas covered: Birt-Hogg-Dubé syndrome (BHD), caused by pathogenic variants in the FLCN gene, is characterized by skin fibrofolliculomas, an increased risk of renal cell carcinoma, multiple lung cysts and spontaneous pneumothorax. Given the pulmonary involvement, in some countries patients with BHD are generally recommended to avoid scuba diving, although evidence-based guidelines are lacking. We aim to provide recommendations on scuba diving for patients with BHD, based on a survey of literature on pulmonary cysts and pulmonary barotrauma in scuba diving.

Expert opinion: In our opinion, although the absolute risks are likely to be low, caution is warranted. Given the relative paucity of literature and the potential fatal outcome, patients with BHD with a strong desire for scuba diving should be informed of the potential risks in a personal assessment. If available a diving physician should be consulted, and a low radiation dose chest computed tomography (CT)-scan to assess pulmonary lesions could be considered.

简介:虽然非常罕见,但严重的伤害和死亡可能发生在水肺潜水。水肺潜水死亡的主要原因之一是由于环境压力的显著变化造成的肺气压损伤。肺实质病变,如囊性病变,可能增加肺气压损伤的风险。涵盖领域:由FLCN基因致病性变异引起的birt - hogg - dub综合征(BHD),以皮肤纤维滤泡瘤、肾细胞癌、多发性肺囊肿和自发性气胸的风险增加为特征。鉴于肺受累,在一些国家BHD患者通常建议避免水肺潜水,尽管缺乏循证指南。我们的目的是通过对肺囊肿和肺气压损伤的文献调查,为BHD患者提供水肺潜水的建议。专家意见:在我们看来,虽然绝对风险可能很低,但谨慎是有必要的。考虑到文献的相对缺乏和潜在的致命后果,对水肺潜水有强烈渴望的BHD患者应该在个人评估中被告知潜在的风险。如果可能,应咨询潜水医师,并考虑进行低辐射剂量胸部计算机断层扫描(CT)来评估肺部病变。
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引用次数: 0
Phenotype and endotype based treatment of preschool wheeze. 学龄前喘息的表型和内型治疗。
Pub Date : 2023-07-01 Epub Date: 2023-11-24 DOI: 10.1080/17476348.2023.2271832
Sormeh Salehian, Louise Fleming, Sejal Saglani, Adnan Custovic

Introduction: Preschool wheeze (PSW) is a significant public health issue, with a high presentation rate to emergency departments, recurrent symptoms, and severe exacerbations. A heterogenous condition, PSW comprises several phenotypes that may relate to a range of pathobiological mechanisms. However, treating PSW remains largely generalized to inhaled corticosteroids and a short acting beta agonist, guided by symptom-based labels that often do not reflect underlying pathways of disease.

Areas covered: We review the observable features and characteristics used to ascribe phenotypes in children with PSW and available pathobiological evidence to identify possible endotypes. These are considered in the context of treatment options and future research directions. The role of machine learning (ML) and modern analytical techniques to identify patterns of disease that distinguish phenotypes is also explored.

Expert opinion: Distinct clusters (phenotypes) of severe PSW are characterized by different underlying mechanisms, some shared and some unique. ML-based methodologies applied to clinical, biomarker, and environmental data can help design tools to differentiate children with PSW that continues into adulthood, from those in whom wheezing resolves, identifying mechanisms underpinning persistence and resolution. This may help identify novel therapeutic targets, inform mechanistic studies, and serve as a foundation for stratification in future interventional therapeutic trials.

引言:学龄前喘息(PSW)是一个重要的公共卫生问题,急诊科的发病率很高,症状复发,严重恶化。PSW是一种异质性疾病,包括几种可能与一系列病理生物学机制有关的表型。然而,治疗PSW在很大程度上仍被推广到吸入皮质类固醇和短效β激动剂,这是由基于症状的标签指导的,这些标签通常不能反映潜在的疾病途径。涵盖的领域:我们回顾了用于确定PSW儿童表型的可观察特征和特征,以及确定可能的内型的可用病理生物学证据。这些都是在治疗选择和未来研究方向的背景下考虑的。还探讨了机器学习(ML)和现代分析技术在识别区分表型的疾病模式方面的作用。专家意见:严重PSW的不同集群(表型)具有不同的潜在机制,有些是共享的,有些是独特的。应用于临床、生物标志物和环境数据的基于ML的方法可以帮助设计工具,将持续到成年的PSW儿童与喘息消失的儿童区分开来,从而确定持久性和解决的机制。这可能有助于确定新的治疗靶点,为机制研究提供信息,并为未来介入治疗试验的分层奠定基础。
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引用次数: 0
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Expert review of respiratory medicine
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