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Mechanisms of Mitochondrial Toxicity and Cytotoxicity Caused by Pseudomonas aeruginosa Pyocyanin in Human Nasal Epithelial Cells. 铜绿假单胞菌Pyocyanin对人鼻上皮细胞线粒体毒性和细胞毒性的作用机制。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-19 DOI: 10.1002/alr.70084
Joel C Thompson, April Park, Yobouet Ines Kouakou, Zoey A Miller, Nabil F Darwich, Nithin D Adappa, James N Palmer, Ryan M Carey, Robert J Lee

Background: Pseudomonas aeruginosa is an opportunistic pathogen in cystic fibrosis-related chronic rhinosinusitis (CF-CRS) that produces phenazine metabolites pyocyanin and 1-hydroxyphenazine (1-HP), which may have detrimental effects on mitochondria, reactive oxygen species (ROS), Ca2+ signaling, and apoptosis. However, prior studies utilized lung cancer cells or dissociated animal cells. We sought to better define human nasal epithelial responses to phenazines, including the role of Ca2+.

Methods: Live cell imaging was used to measure Ca2+ and mitochondrial function in RPMI2650 nasal carcinoma cells and primary human nasal epithelial cells (HNECs) cultured in submersion and at air-liquid interface (ALI). Gene expression was measured by quantitative PCR. Ciliary beat frequency (CBF) was quantified by high-speed imaging.

Results: Pyocyanin, but not 1-HP, increased mitochondrial Ca2+ dependent on phospholipase C and endoplasmic reticulum (ER) Ca2+ release, correlating with protein kinase C activation. Mitochondrial membrane potential decreased and mitochondrial ROS increased with both pyocyanin and 1-HP in a Ca2+-independent manner. Both pyocyanin and 1-HP decreased viability of RPMI2650s and other squamous carcinoma cell lines over 24 h, whereas HNECs survived, possibly due to differential regulation of protein homeostasis genes, including activating transcription factor 6 (ATF6). Mitochondrial ROS was enhanced in CF-CRS ALIs, which may explain why pyocyanin reduced CBF in CF but not non-CF ALIs.

Conclusions: Ca2+ signaling is not required for phenazine mitochondrial toxicity. The greater sensitivity of cancer cells to phenazine cytotoxicity necessitates use of primary cells when studying host responses to bacterial phenazines. Enhanced ROS production and ciliotoxicity in CF-CRS may contribute to susceptibility to P. aeruginosa infection.

背景:铜绿假单胞菌是囊性纤维化相关慢性鼻窦炎(CF-CRS)的机会致病菌,产生吩那嗪代谢物pyocyanin和1-羟基吩那嗪(1-HP),可能对线粒体、活性氧(ROS)、Ca2+信号传导和细胞凋亡有不利影响。然而,先前的研究使用肺癌细胞或分离的动物细胞。我们试图更好地定义人鼻上皮对非那嗪的反应,包括Ca2+的作用。方法:采用活细胞显像法测定RPMI2650鼻癌细胞和原代人鼻上皮细胞(HNECs)的Ca2+和线粒体功能。采用定量PCR检测基因表达。采用高速成像定量测定睫状体搏动频率(CBF)。结果:Pyocyanin,而不是1-HP,增加线粒体Ca2+依赖于磷脂酶C和内质网(ER) Ca2+释放,与蛋白激酶C激活相关。花青素和1-HP均以Ca2+不依赖的方式降低线粒体膜电位,增加线粒体ROS。pyocyanin和1-HP在24小时内都降低了RPMI2650s和其他鳞状癌细胞系的活力,而HNECs存活,可能是由于蛋白质稳态基因的差异调节,包括激活转录因子6 (ATF6)。线粒体ROS在CF- crs ali中增强,这可能解释了为什么pyocyanin降低CF而非CF ali的CBF。结论:非那嗪线粒体毒性不需要Ca2+信号。癌细胞对非那嗪的细胞毒性更敏感,因此在研究宿主对细菌非那嗪的反应时需要使用原代细胞。CF-CRS中ROS生成和纤毛毒性的增强可能与铜绿假单胞菌感染的易感性有关。
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引用次数: 0
Effect and Threshold of Endoscopic Findings for CRS Control Status and Long-Term Outcome Prediction. 内镜检查结果对CRS控制状态的影响和阈值及长期预后预测。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-19 DOI: 10.1002/alr.70083
Steven Chun-Kang Liao, Aditi Agarwal, Junqin Bai, Zhidi Luo, Siyuan Dong, Regan L Harmon, Brooke N Gleason, Julia Huang, David B Conley, Kevin C Welch, Stephanie Shintani-Smith, Robert C Kern, Atsushi Kato, Lutfiyya N Muhammad, Bruce K Tan

Background: EPOS 2020 defined chronic rhinosinusitis (CRS) disease control using patient symptoms and medication usage but endoscopic findings were considered optional. The effect of adding endoscopic features, an appropriate threshold, and their association with present or future symptom control have not been studied.

Methods: A prospective cohort study of 188 adult CRS patients undergoing bilateral endoscopic sinus surgery from 2017 to 2023 was conducted. Patients were assessed at 6-12 months (V1) and 18-60 months (V2) postoperatively. Individual patient symptoms from the SNOT-22, endoscopic findings (modified Lund-Kennedy [MLK] score), and medication usage were recorded. CRS control status was classified as controlled or suboptimal control (EPOS partly/un-controlled) based on EPOS 2020 criteria without endoscopic features. The predictive role of endoscopic findings was analyzed.

Results: Endoscopic findings were weakly associated with concurrent control status but the total MLK (V1 AUC = 0.631, p < 0.001; V2 AUC = 0.620, p < 0.05) outperformed any individual MLK component in strength of association. Adding MLK to V1 control status using a threshold of MLK ≥ 3 marginally improved prediction accuracy for V2 control compared to V1 control status defined without endoscopic features (AUC = 0.744 vs. 0.721, respectively, both p < 0.001).

Conclusion: While endoscopic findings are only weakly associated with concurrent control status, their addition enhances prediction of subsequent V2 CRS outcomes. Our study provides the first real-world evidence supporting the value of endoscopic findings as predictors for CRS disease progression, with an MLK threshold ≥ 3 showing moderate predictive accuracy for future maintenance of control.

背景:EPOS 2020通过患者症状和药物使用定义慢性鼻窦炎(CRS)疾病控制,但内镜检查结果被认为是可选的。增加内窥镜特征的效果,适当的阈值,以及它们与现在或未来症状控制的关系尚未研究。方法:对2017年至2023年接受双侧内镜鼻窦手术的188例成人CRS患者进行前瞻性队列研究。分别于术后6-12个月(V1)和18-60个月(V2)对患者进行评估。记录单个患者SNOT-22的症状、内窥镜检查结果(修改的lnd - kennedy [MLK]评分)和药物使用情况。根据不含内镜特征的EPOS 2020标准,将CRS控制状态分为控制或次优控制(EPOS部分/未控制)。分析内镜检查结果的预测作用。结果:内镜检查结果与并发控制状态弱相关,但总MLK (V1 AUC = 0.631, p < 0.001; V2 AUC = 0.620, p < 0.05)在关联强度上优于任何单个MLK成分。与没有内窥镜特征定义的V1控制状态相比,使用MLK≥3的阈值将MLK加入V1控制状态略微提高了V2控制的预测精度(AUC分别= 0.744 vs. 0.721, p均< 0.001)。结论:虽然内窥镜检查结果与并发控制状态仅弱相关,但它们的加入增强了对后续V2 CRS结果的预测。我们的研究提供了第一个真实世界的证据,支持内窥镜检查结果作为CRS疾病进展预测因子的价值,MLK阈值≥3显示了对未来维持控制的中等预测准确性。
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引用次数: 0
Acupuncture Combined With Sphenopalatine Ganglion Needling for Allergic Rhinitis: A Randomized Controlled Trial. 针刺联合蝶腭神经节针刺治疗变应性鼻炎:一项随机对照试验。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-16 DOI: 10.1002/alr.70085
Shanshan Liu, Yan Shen, Xin Meng, Xinlei Huang, Chen Yang, Siyao Zhang, Chunli Zeng, Xiaoxiao Wang, Yongjun Peng

Background: Although the therapeutic effects of acupuncture and sphenopalatine ganglion (SPG) needling for allergic rhinitis (AR) are well established, evidence for the efficacy of their combination remains limited.

Methods: In this multicenter, randomized, parallel-controlled trial, 260 patients with persistent moderate-to-severe AR were assigned to 8 weeks of pharmacotherapy (MED; loratadine 10 mg/day), acupuncture (ACU; 3 sessions/week), sphenopalatine ganglion needling (SPG-N; 1 session/week), or combination therapy (COM, which received both acupuncture and SPG needling). The primary outcome was the response rate (≥30% reduction in total nasal symptom score [TNSS]) at Week 8. Secondary outcomes included changes in TNSS, total non-nasal symptom score (TNNSS), rhinoconjunctivitis quality of life questionnaire (RQLQ), and visual analogue scale (VAS) scores from baseline to Weeks 2, 4, 8, and the 4-week follow-up.

Results: At Week 8, response rates differed significantly among groups (COM: 82.54%; ACU: 71.43%; SPG-N: 55.74%; MED: 45.31%; p < 0.001) and were sustained at the 4-week follow-up. The COM showed the earliest significant improvement at Week 2 (63.49%, p < 0.001). Compared to MED, both COM (relative risk [RR] = 1.90, 95% confidence interval [CI], 1.40-2.58; p < 0.001) and ACU (RR = 1.61, 95% CI, 1.18-2.21; p = 0.003) were associated with significantly higher response rates at Week 8, whereas SPG-N was not (RR = 1.27, 95% CI, 0.90-1.79; p = 0.17).

Conclusion: This study demonstrated that acupuncture combined with SPG needling provides more rapid, robust, and sustained symptomatic improvement in AR, offering an evidence-based non-pharmacologic alternative for AR management.

背景:虽然针灸和蝶腭神经节(SPG)针刺治疗变应性鼻炎(AR)的疗效已经确立,但两者联合治疗的疗效证据仍然有限。方法:在这项多中心、随机、平行对照试验中,260例持续性中重度AR患者被分配到8周的药物治疗(MED;氯雷他定10 mg/天)、针灸(ACU; 3次/周)、苯帕拉汀神经节针刺(SPG- n; 1次/周)或联合治疗(COM,同时接受针灸和SPG针刺)。主要终点是第8周的缓解率(总鼻症状评分[TNSS]降低≥30%)。次要结局包括从基线到第2、4、8周和4周随访期间TNSS、总非鼻症状评分(TNNSS)、鼻结膜炎生活质量问卷(RQLQ)和视觉模拟量表(VAS)评分的变化。结果:在第8周,组间有效率差异显著(COM: 82.54%; ACU: 71.43%; SPG- n: 55.74%; MED: 45.31%; p)结论:本研究表明,针灸联合SPG针刺对AR的症状改善更为迅速、有力和持续,为AR的治疗提供了一种基于证据的非药物替代方案。
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引用次数: 0
Distinguishing Suspected Invasive Fungal Sinusitis From Its Mimics: A Clinicopathologic Analysis of Histopathology-Negative Cases 鉴别疑似侵袭性真菌性鼻窦炎及其类似物:组织病理阴性病例的临床病理分析。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-16 DOI: 10.1002/alr.70088
Beau M. Idler, Axel Renteria, David T. Liu, Itzel Rubio-Jimenez, Lirit Levi, Jayakar V. Nayak, Zara M. Patel, Michael T. Chang, Mobeen Rahman, Peter H. Hwang, Noel F. Ayoub
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引用次数: 0
The Global Airways in Practice: Long-term Effects of Mepolizumab With or Without FESS on Type 2 Inflammation in Patients With CRSwNP. 实践中的全球气道:Mepolizumab加或不加FESS对CRSwNP患者2型炎症的长期影响
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-15 DOI: 10.1002/alr.70073
Jens Tidemandsen, Vibeke Backer, Anne Sophie Homøe, Thomas H L Jensen, Kasper Aanæs, Howraman Meteran, Morten Hostrup, Lukas Moesgaard, Christiane Haase, Peter G Gibson

Background: Chronic rhinosinusitis with nasal polyps (CRSwNP) is a type 2 inflammatory disease often associated with asthma. The global airway hypothesis suggests bidirectional inflammatory interactions between upper and lower airways. Mepolizumab, an anti-IL-5 therapy, treats conditions systemically, while functional endoscopic sinus surgery (FESS) primarily addresses sinonasal disease and can improve asthma control. The combined effect on airway outcomes remains unclear. This study evaluated the global airway hypothesis with objective measures and targeted therapies.

Objective: To investigate the impact of mepolizumab, with or without FESS, on airway inflammation, lung function, and symptom burden in severe CRSwNP with or without asthma.

Methods: In this RCT, 58 patients received either mepolizumab alone or combined with FESS. Inflammation and symptom outcomes were analyzed in blood, nose, and bronchi at baseline, six, and 12 months. Patients were stratified by baseline inflammatory subgroup.

Results: Both groups showed improvements in FEV1% (MepoFESS: +3.4%, p = 0.010; Mepo Only: +3.5%, p = 0.015), FVC% (MepoFESS: +3.7%, p < 0.001; Mepo Only: +2.9%, p = 0.009), inflammation markers (FeNO, blood eosinophils, nasal polyp eosinophils), and all patient-reported outcomes. MepoFESS produced greater gains in nasal polyp score, nasal congestion, and overall symptom burden. Lung function and systemic inflammation improved similarly in both groups.

Conclusions: Mepolizumab improves upper and lower airway outcomes in CRSwNP. FESS adds localized benefits in sinonasal symptom control without further impact on lower airway inflammation. Findings support a comprehensive approach targeting systemic and local type 2 inflammation in global airway disease.

背景:慢性鼻窦炎伴鼻息肉(CRSwNP)是一种常与哮喘相关的2型炎症性疾病。整体气道假说提示上下气道之间的双向炎症相互作用。Mepolizumab是一种抗il -5疗法,用于全身治疗,而功能性内窥镜鼻窦手术(FESS)主要针对鼻窦疾病,可以改善哮喘控制。对气道预后的综合影响尚不清楚。本研究通过客观测量和靶向治疗来评估全气道假说。目的:探讨mepolizumab(伴或不伴FESS)对伴或不伴哮喘的重度CRSwNP患者气道炎症、肺功能和症状负担的影响。方法:在本随机对照试验中,58例患者单独或联合接受美波珠单抗治疗。在基线、6个月和12个月时分析血液、鼻子和支气管的炎症和症状结果。根据基线炎症亚组对患者进行分层。结果:两组FEV1% (MepoFESS: +3.4%, p = 0.010; Mepo Only: +3.5%, p = 0.015)、FVC% (MepoFESS: +3.7%, p < 0.001; Mepo Only: +2.9%, p = 0.009)、炎症标志物(FeNO、血嗜酸性粒细胞、鼻息肉嗜酸性粒细胞)和所有患者报告的结果均有改善。MepoFESS在鼻息肉评分、鼻塞和总体症状负担方面有更大的改善。两组患者的肺功能和全身炎症均有相似改善。结论:Mepolizumab改善了CRSwNP患者的上、下气道预后。FESS增加了鼻窦症状控制的局部益处,而不会进一步影响下气道炎症。研究结果支持针对全球气道疾病的全身性和局部2型炎症的综合方法。
{"title":"The Global Airways in Practice: Long-term Effects of Mepolizumab With or Without FESS on Type 2 Inflammation in Patients With CRSwNP.","authors":"Jens Tidemandsen, Vibeke Backer, Anne Sophie Homøe, Thomas H L Jensen, Kasper Aanæs, Howraman Meteran, Morten Hostrup, Lukas Moesgaard, Christiane Haase, Peter G Gibson","doi":"10.1002/alr.70073","DOIUrl":"https://doi.org/10.1002/alr.70073","url":null,"abstract":"<p><strong>Background: </strong>Chronic rhinosinusitis with nasal polyps (CRSwNP) is a type 2 inflammatory disease often associated with asthma. The global airway hypothesis suggests bidirectional inflammatory interactions between upper and lower airways. Mepolizumab, an anti-IL-5 therapy, treats conditions systemically, while functional endoscopic sinus surgery (FESS) primarily addresses sinonasal disease and can improve asthma control. The combined effect on airway outcomes remains unclear. This study evaluated the global airway hypothesis with objective measures and targeted therapies.</p><p><strong>Objective: </strong>To investigate the impact of mepolizumab, with or without FESS, on airway inflammation, lung function, and symptom burden in severe CRSwNP with or without asthma.</p><p><strong>Methods: </strong>In this RCT, 58 patients received either mepolizumab alone or combined with FESS. Inflammation and symptom outcomes were analyzed in blood, nose, and bronchi at baseline, six, and 12 months. Patients were stratified by baseline inflammatory subgroup.</p><p><strong>Results: </strong>Both groups showed improvements in FEV1% (MepoFESS: +3.4%, p = 0.010; Mepo Only: +3.5%, p = 0.015), FVC% (MepoFESS: +3.7%, p < 0.001; Mepo Only: +2.9%, p = 0.009), inflammation markers (FeNO, blood eosinophils, nasal polyp eosinophils), and all patient-reported outcomes. MepoFESS produced greater gains in nasal polyp score, nasal congestion, and overall symptom burden. Lung function and systemic inflammation improved similarly in both groups.</p><p><strong>Conclusions: </strong>Mepolizumab improves upper and lower airway outcomes in CRSwNP. FESS adds localized benefits in sinonasal symptom control without further impact on lower airway inflammation. Findings support a comprehensive approach targeting systemic and local type 2 inflammation in global airway disease.</p>","PeriodicalId":13716,"journal":{"name":"International Forum of Allergy & Rhinology","volume":" ","pages":""},"PeriodicalIF":6.8,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145755958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of Sinus Surgery on Bacteriome Composition in Patients With Chronic Rhinosinusitis With Nasal Polyps 鼻窦手术对慢性鼻窦炎合并鼻息肉患者细菌组组成的影响。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-13 DOI: 10.1002/alr.70082
Maria Vorobeva, Aleksandr iAkushev, Chien-Chang Chen, Masaki Orihara, Nadeem Akbar, Patrick Colley, Esha Sehanobish, Casper Ho Yin Chung, Allison Scott, Erin O'Brien, Connie B. Chang, Hirohito Kita, Jovanka Voyich, Kathryn Knoop, Elina Jerschow

Key points

  • Staphylococcus aureus showed a significant increase in relative abundance in CRSwNP patients following endoscopic sinus surgery compared to pre-surgery samples.
  • Other Staphylococcus species were found to correlate positively with S. aureus in patients with nasal polyps; among those, S. caprae correlated strongly while being the most represented in samples.
  • Patients with recurrent nasal polyp growth exhibited a substantially greater postoperative increase in the relative abundance of S. aureus.
重点:内镜鼻窦手术后CRSwNP患者中金黄色葡萄球菌的相对丰度较术前明显增加。其他葡萄球菌种类与鼻息肉患者的金黄色葡萄球菌呈正相关;其中,S. caprae相关性强,且在样本中最具代表性。复发性鼻息肉患者术后金黄色葡萄球菌的相对丰度明显增加。
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引用次数: 0
The Role of Artificial Intelligence in Chronic Rhinosinusitis: A Scoping Review 人工智能在慢性鼻窦炎中的作用:范围综述。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-11 DOI: 10.1002/alr.70078
Nicola M. Pereira, Sarah J. Wie, Karena Zhao, Michelle Demetres, Ashutosh Kacker
<div> <section> <h3> Background</h3> <p>In the modern medical landscape, artificial intelligence (AI) is becoming an increasingly common tool for the diagnosis and management of chronic pathologies. Chronic rhinosinusitis (CRS) comprises a significant part of the practice of otolaryngology and thus provides ample opportunity for AI optimization of diagnosis and management.</p> </section> <section> <h3> Objective</h3> <p>With increasing interest in AI, this scoping review aims to map the current landscape of AI applications in CRS, identifying trends, gaps, and future opportunities.</p> </section> <section> <h3> Methods</h3> <p>A comprehensive literature search was performed in the following databases from inception—April 2024: Ovid MEDLINE, Ovid EMBASE, Web of Science, and The Cochrane Library. Studies retrieved were then screened for eligibility. The inclusion criteria included studies whose methods included the use of any form of AI for the diagnosis or management of chronic rhinosinusitis. Any studies that were non-English language publications, publications older than 2003, studies analyzing acute rhinosinusitis, and studies involving pediatric populations were excluded. Discrepancies were resolved by consensus.</p> </section> <section> <h3> Results</h3> <p>573 records were screened, with 49 studies included in the final review. The studies were qualitatively analyzed according to the type of AI used, study objectives, application of AI, training variables for AI in CRS, and AI accuracy reporting. Commonly used forms of AI included deep learning (36.7%), neural networks (24.5%), convolutional neural networks (10.2%), and random forest models (6.1%). The majority (55%) of studies were focused on applying AI to the diagnosis of CRS. The remaining studies used AI to predict prognostic outcomes in CRS (29%) and to assess patient response to treatment or inform patient treatment plans (12%). Some studies aimed to identify biomarkers or clinical variables for the diagnosis or prognosis of CRS (37%), while others used AI to subtype CRS (33%) or assess radiologic characteristics using AI (20%). CT imaging, tissue or blood eosinophil counts, clinical or demographic patient characteristics, histopathology characteristics, blood and tissue cytokines, and nasal endoscopy findings were all variables used to train the AI models. Classification metrics and regression metrics were used to assess AI model performance.</p> </section> <section> <h3> Conclusions</h3> <p>AI is a promising tool in the management of CRS, though it remains in its early stages. Current ap
背景:在现代医学领域,人工智能(AI)正在成为慢性疾病诊断和管理的越来越普遍的工具。慢性鼻窦炎(CRS)是耳鼻喉科的重要组成部分,因此为人工智能优化诊断和管理提供了充足的机会。随着人们对人工智能的兴趣日益浓厚,本综述旨在绘制人工智能在CRS应用的当前图景,确定趋势、差距和未来机会。方法:从inception到2024年4月,在以下数据库中进行全面的文献检索:Ovid MEDLINE, Ovid EMBASE, Web of Science和Cochrane Library。然后对检索到的研究进行资格筛选。纳入标准包括其方法包括使用任何形式的人工智能诊断或治疗慢性鼻窦炎的研究。所有非英语出版物、2003年以前的出版物、分析急性鼻窦炎的研究以及涉及儿科人群的研究均被排除在外。分歧经协商一致解决。结果:573项记录被筛选,49项研究被纳入最终综述。根据使用的人工智能类型、研究目标、人工智能的应用、人工智能在CRS中的训练变量和人工智能准确性报告对研究进行定性分析。常用的人工智能形式包括深度学习(36.7%)、神经网络(24.5%)、卷积神经网络(10.2%)和随机森林模型(6.1%)。大多数(55%)的研究集中于将人工智能应用于CRS的诊断。其余的研究使用人工智能预测CRS的预后结果(29%),评估患者对治疗的反应或告知患者的治疗计划(12%)。一些研究旨在确定CRS诊断或预后的生物标志物或临床变量(37%),而其他研究则使用人工智能对CRS进行分型(33%)或使用人工智能评估放射学特征(20%)。CT成像、组织或血液嗜酸性粒细胞计数、临床或人口统计学患者特征、组织病理学特征、血液和组织细胞因子以及鼻内窥镜检查结果都是用于训练AI模型的变量。分类指标和回归指标用于评估人工智能模型的性能。结论:人工智能是一种很有前途的CRS管理工具,尽管它仍处于早期阶段。目前的应用在CRS的诊断、亚型分型和预后方面取得了重大进展,但很少有研究分析人工智能在手术计划、经济评估或交互式临床工具方面的应用。这篇综述强调了人工智能在改变耳鼻喉科医生的CRS方法方面的潜力。
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引用次数: 0
Clinical Key Features Uncovered by Blood Eosinophilia-Based Machine Learning Classification of Chronic Rhinosinusitis. 基于嗜酸性粒细胞的慢性鼻窦炎机器学习分类揭示临床关键特征。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-04 DOI: 10.1002/alr.70077
Masaaki Ishikawa, Zhiqian Jiang, Canh Hao Nguyen, Hiroatsu Hatsukawa, Hiroshi Mamitsuka

Background: Classification based on the existence and severity of blood eosinophilia via machine learning (ML) may provide novel insights into the pathophysiology of chronic rhinosinusitis (CRS).

Methods: Key features of CRS with blood eosinophilia were investigated through exploratory data analyses and ML, focusing on the existence (Setting-1: absolute eosinophil count [AEC] cutoff: 500/µL) and severity (Setting-2: AEC cutoffs: 500 and 1500/µL) of blood eosinophilia. Four ML models were tested for each setting; SHapley Additive exPlanations (SHAP) was applied to identify key classification features of the best model.

Results: Univariate analyses targeting 399 patients with CRS demonstrated significant differences for 17 and eight additional features in both settings and Setting-2, respectively. Setting-2 revealed an increased incidence of eosinophilic CRS without nasal polyps (NPs) with increasing severity. Random forest and eXtreme Gradient Boosting were the best ML models in Setting-1 and -2, respectively. Based on SHAP, the blood basophil count was one of the three most important classification features for any class. In Setting-2, high C-reactive protein levels, high blood basophil count, comorbid chronic eosinophilic pneumonia, low computed tomography (CT) scores in the maxillary sinus, and low NP scores were the five most important classification features separating an AEC ≥ 1500/µL from other classes.

Conclusion: ML classification of CRS revealed the involvement of basophils in eosinophilia in peripheral blood. Features specific for CRS with an AEC ≥ 1500/µL indicated that otolaryngologists should suspect the potential eosinophilic CRS with unique comorbidities even in the absence of NPs and the unremarkable inflammation on sinonasal CT.

背景:通过机器学习(ML)对嗜酸性血友病的存在和严重程度进行分类,可能为慢性鼻窦炎(CRS)的病理生理学提供新的见解。方法:通过探索性数据分析和ML分析CRS嗜酸性粒细胞增多的关键特征,重点研究嗜酸性粒细胞增多的存在性(set -1:绝对嗜酸性粒细胞计数[AEC]临界值:500/µL)和严重程度(set -2: AEC临界值:500和1500/µL)。每种设置测试四个ML模型;采用SHapley加性解释(SHAP)识别最佳模型的关键分类特征。结果:针对399例CRS患者的单变量分析显示,在两种设置和设置-2中,分别有17项和8项附加特征存在显著差异。set -2显示无鼻息肉(NPs)的嗜酸性CRS发病率随着严重程度的增加而增加。在set -1和-2中,随机森林和极端梯度增强分别是最佳的ML模型。基于SHAP,嗜碱性粒细胞计数是任何类别的三个最重要的分类特征之一。在set -2中,高c反应蛋白水平、高血嗜碱性粒细胞计数、共病性慢性嗜酸性粒细胞肺炎、上颌窦CT评分低、NP评分低是AEC≥1500/µL与其他类别区分的五个最重要的分类特征。结论:CRS的ML分型显示嗜碱性粒细胞参与外周血嗜酸性粒细胞增多。AEC≥1500/µL的CRS的特异性特征表明,耳鼻喉科医生应该怀疑潜在的嗜酸性CRS具有独特的合共病,即使在没有NPs和鼻窦CT上不明显的炎症的情况下。
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引用次数: 0
Response to the Letter to Editor Regarding “The Optimal Cut-Point of Tissue Eosinophil Count for Clinical Severity of Patients With Chronic Rhinosinusitis” 关于“组织嗜酸性粒细胞计数对慢性鼻窦炎患者临床严重程度的最佳临界值”致编辑的回复。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-04 DOI: 10.1002/alr.70081
Minh P. Hoang, Jompol Samuthpongtorn, Wirach Chitsuthipakorn, Kachorn Seresirikachorn, Kornkiat Snidvongs
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引用次数: 0
A Tissue Eosinophil Cut-Off Value That Derives From Treatment Outcome Holds Greater Clinical Significance 由治疗结果得出的组织嗜酸性粒细胞临界值具有更大的临床意义。
IF 6.8 2区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2025-12-02 DOI: 10.1002/alr.70079
Mu Xian, Chengshuo Wang, Luo Zhang
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引用次数: 0
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International Forum of Allergy & Rhinology
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