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A Simplified Score for Extended Donor Criteria in Times of Organ Shortage. 器官短缺时期扩展供体标准的简化评分。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-08 DOI: 10.1159/000550215
Friedrich Welz, Felix Schoenrath, Paul Juergen Schmidt-Hellinger, Julia Stein, Christoph Knosalla, Martin Witzenrath, Isabell A Just

Introduction: Lung transplantation (LT) remains the gold standard treatment for patients with end-stage lung disease, but persistent organ shortage challenges equitable organ allocation. While post-transplant survival has been well characterized in the USA, data from corresponding cohorts remain limited. This study analyzed 3-year survival outcomes among German LT recipients and explored a simplified donor-recipient hazard score with a particular focus on rescue allocation.

Methods: We retrospectively analyzed 999 patients who underwent LT in Germany between 2006 and 2016 using data from the German Transplant Registry. Univariate and multivariate analyses were performed to identify survival predictors. A simplified hazard score was developed using Cox regression and validated with C-index and Brier scores.

Results: Rescue allocation was applied in 42.3% of cases and was independently associated with improved survival (HR: 0.64, 95% CI: 0.49-0.85, p = 0.002). Additional factors associated for mortality included donor smoking (HR: 1.37, p = 0.03), lung allocation score (LAS) >55 (HR: 1.85, p < 0.001), total lung capacity ratio ≤0.86 (HR: 1.45, p = 0.03), and donor age >55 (HR: 1.24, p = 0.11). A simplified hazard score was derived from these variables, with absence of rescue allocation contributing one point. Three-year survival declined to 56% (95% CI: 49-64%) when more than two risk factors were present.

Conclusion: This study identifies key donor and recipient factors associated with 3-year survival after LT in Germany. Rescue allocation was frequently applied and unexpectedly associated with improved survival outcomes in this cohort. The hazard score, showing moderate discrimination (C-index = 0.62), should be regarded as an exploratory clinical decision support tool requiring external validation. These findings highlight the complexity of organ allocation under the current LAS system and underscore the need for ongoing evaluation of LAS policies in settings of organ shortage.

背景:肺移植(LT)仍然是终末期肺病患者的金标准治疗方法,但持续的器官短缺挑战了公平的器官分配。虽然移植后的生存在美国已经有了很好的特征,但来自相应队列的数据仍然有限。本研究分析了德国肝移植受者的三年生存结果,并探索了简化的供者-受者风险评分,特别关注救助分配。方法:我们使用德国移植登记处的数据,回顾性分析了2006年至2016年间在德国接受肝移植的999例患者。进行单因素和多因素分析以确定生存预测因素。采用Cox回归建立简化的危险评分,并用c指数和Brier评分进行验证。结果:42.3%的病例采用了救援分配,与生存率的提高独立相关(HR 0.64, 95% CI 0.49-0.85, p=0.002)。与死亡率相关的其他因素包括供体吸烟(HR 1.37, p=0.03)、肺分配评分(LAS) bbb55 (HR 1.85, p55 (HR 1.24, p=0.11)。从这些变量中得出一个简化的危险评分,其中缺少救援分配贡献1分。当存在两个以上的危险因素时,三年生存率下降到56% (95% CI 49-64%)。结论:这项研究确定了与德国肺移植术后3年生存率相关的关键供体和受体因素。在这个队列中,救援分配经常被应用,并且出乎意料地与改善的生存结果相关。风险评分具有中等区分性(C-index = 0.62),应视为一种探索性的临床决策支持工具,需要外部验证。这些发现突出了当前LAS系统下器官分配的复杂性,并强调了在器官短缺的情况下对LAS政策进行持续评估的必要性。
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引用次数: 0
Robotic-Assisted Bronchoscopic Management of an Intraparenchymal Emphysematous Bulla: A Case Report. 机器人辅助支气管镜治疗肺实质内肺气肿大疱。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-08-27 DOI: 10.1159/000548173
Paola Gutierrez-Gallegos, Alanna Barrios-Ruiz, Britney N Hazelett, David Abia-Trujillo, Sebastian Fernandez-Bussy
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引用次数: 0
Hybrid Argon Plasma Coagulation as a Novel Local Treatment Method for Superficial Mucosal Lung Cancer. 混合氩等离子凝固治疗浅表粘膜肺癌的新方法。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-09-25 DOI: 10.1159/000548596
Xiaoxuan Zheng, Jiani Ji, Lijun Yan, Qin Zhang, Yujun Pan, Shuaiyang Liu, Jiayuan Sun

Introduction: Early identification and treatment are vital for managing central airway carcinomas, with endobronchial treatment recommended for patients who are unsuitable for or refuse surgery. Hybrid argon plasma coagulation (Hybrid-APC) is an innovative technique whose value in treating superficial mucosal lung cancer remains underreported. This prospective single-arm study aimed to evaluate the efficacy and safety of Hybrid-APC in adult patients with superficial mucosal lung cancer.

Methods: Eligible patients diagnosed with superficial mucosal lung cancer were treated with Hybrid-APC under general anaesthesia. The primary endpoint was the complete remission rate at 3 months post-procedure. The secondary endpoints included total procedure time, injected water cushion rate, progression-free survival, overall survival, and possible complications.

Results: From December 2018 to November 2021, 15 patients were initially enrolled. Fourteen patients underwent Hybrid-APC treatment, and 10 patients eventually completed the primary endpoint at 3 months of follow-up. Pathological biopsies at 3 months showed no malignant tumour cells in 9 patients, indicating a complete remission rate of 90%. All Hybrid-APC ablations were successfully completed. The median total procedure time was 31.5 min (range, 14-60 min) with minor complications. The successful injected water cushion rate was 100%. The 3-year progression-free survival and overall survival estimates were 70% (95% CI: 32.9%-89.2%) and 90% (95% CI: 47.3%-98.5%), respectively.

Conclusion: Hybrid-APC appeared to be safe and efficient for superficial mucosal lung cancer, providing patients unfit for or refusing surgery with a promising alternative to surgical treatment.

背景:早期识别和治疗对于控制中央气道癌至关重要,对于不适合或拒绝手术的患者,建议进行支气管内治疗。混合氩等离子体凝固(Hybrid- apc)是一项创新技术,其治疗浅表粘膜肺癌的价值尚未得到充分报道。这项前瞻性单臂研究旨在评估Hybrid-APC在成人浅表粘膜肺癌患者中的疗效和安全性。方法:对符合条件的浅表粘膜肺癌患者在全麻下应用Hybrid-APC治疗。主要终点是术后3个月的完全缓解率。次要终点包括总手术时间、注射水缓冲率、无进展生存期、总生存期和可能的并发症。结果:2018年12月至2021年11月,15例患者首次入组。14名患者接受了Hybrid-APC治疗,10名患者最终在3个月的随访中完成了主要终点。3个月的病理活检显示9例患者无恶性肿瘤细胞,表明完全缓解率为90%。所有Hybrid-APC消融均成功完成。中位总手术时间为31.5分钟(范围14-60分钟),并发症较少。成功的注水缓冲率为100%。三年无进展生存率和总生存率分别为70% (95% CI, 32.9%-89.2%)和90% (95% CI, 47.3%-98.5%)。结论:Hybrid-APC治疗浅表粘膜肺癌安全有效,为不适合或拒绝手术的患者提供了一种有希望的替代手术治疗的方法。
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引用次数: 0
Effects of Multidisciplinary Rehabilitation on Body Weight Loss Management in Interstitial Lung Disease. 多学科康复对间质性肺疾病减重管理的影响。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-10-10 DOI: 10.1159/000548818
Taichi Kaneko, Atsuhito Nakazawa, Eri Hagiwara, Yoichi Tagami, Tsuneyuki Oda, Akimasa Sekine, Shigeru Komatsu, Takeshi Kaneko, Takashi Ogura

Introduction: Body weight (BW) loss is common in interstitial lung disease (ILD) patients and correlated with poor prognosis. This study aimed to verify whether multidisciplinary interventions combining pulmonary rehabilitation and nutritional management affect BW loss and prognosis in ILD.

Methods: We retrospectively examined changes in body composition including BW in ILD patients who were admitted to our hospital for the comprehensive pulmonary rehabilitation program. These parameters were measured 6 months before, at the beginning, and 6 months after the program. We investigated the program's impact on BW loss and its association with survival.

Results: Of the 169 program participants, 40 ILD patients with tracked BW trends were enrolled. A significant BW loss was observed during 6 months before the program (p < 0.001); however, the intervention successfully halted further BW loss (p = 0.116). Patients on antifibrotic medications also showed similar BW trends. Notably, patients with pleuroparenchymal fibroelastosis showed a significant BW loss before the program (-1.8 kg, p < 0.001) but exhibited BW gain following the intervention (+1.0 kg, p = 0.475). Regarding the survival, BW loss halted group (effective group) had a significantly longer survival (log rank, p = 0.022). In multivariate analysis, BW loss >5% was identified as a prognostic indicator. This program successfully halted BW loss and increased survival.

Conclusion: Multidisciplinary rehabilitation effectively managed BW, leading to better survival in ILD. In particular, there is currently no treatment for pleuroparenchymal fibroelastosis, and multidisciplinary rehabilitation offers a promising treatment option.

背景与目的:体重(BW)下降在间质性肺疾病(ILD)患者中很常见,并与不良预后相关。本研究旨在验证肺康复和营养管理相结合的多学科干预是否会影响肺重损失和ILD的预后。方法:我们回顾性研究了在我院接受综合肺部康复治疗的ILD患者的身体组成变化,包括BW。这些参数分别在治疗前6个月、开始时和治疗后6个月进行测量。我们调查了该计划对体重损失的影响及其与生存的关系。结果:在169名项目参与者中,40名追踪BW趋势的ILD患者入组。在计划前6个月观察到显著的体重损失(p < 0.001);然而,干预成功地阻止了体重的进一步下降(p = 0.116)。服用抗纤维化药物的患者也表现出类似的BW趋势。值得注意的是,胸膜实质纤维弹性增生患者在治疗前体重明显减少(- 1.8 kg, p < 0.001),但在治疗后体重增加(+ 1.0 kg, p = 0.475)。在生存期方面,体重减少停止组(有效组)的生存期明显延长(log-rank, p = 0.022)。在多变量分析中,体重损失bb0.5 %被确定为预后指标。这个项目成功地阻止了生物体重的损失,提高了存活率。结论:多学科康复治疗有效地治疗了BW,提高了ILD患者的生存率。特别是,目前没有治疗胸膜实质纤维弹性增生的方法,多学科康复提供了一个有希望的治疗选择。
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引用次数: 0
Erratum. 勘误表。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-12-30 DOI: 10.1159/000549811

In the article "National Registry for Home Mechanical Ventilation in Children from Turkey" [Respiration. 2025;104(6):377-387. https://doi.org/10.1159/000543343] by Neval Metin Çakar et al., the authors noticed an error in reference #12, which was inserted erroneously during citation formatting. It incorrectly refers to an unrelated article, while it should have only indicated the abbreviation spinal muscular atrophy (SMA) within the text.The corrected sentence should read as follows:"This group comprised of 54.3% (n = 150) with spinal muscular atrophy (SMA) type 1, 29.1% (n = 81) with other neuromuscular diseases, 9% (n = 26) with Duchenne muscular dystrophy (DMD), and 7% (n = 19) with SMA-2."The original online article has been updated to reflect this.

在文章“土耳其儿童家庭机械通气国家登记”中[呼吸。2025, 104(6): 377 - 387。https://doi.org/10.1159/000543343] by Neval Metin Çakar et al.,作者注意到参考文献#12中的一个错误,该错误是在引用格式中插入的。它错误地引用了一篇不相关的文章,而它应该只在文本中指出缩写脊髓性肌萎缩症(SMA)。更正后的句子应该如下:“该组患者中有54.3% (n = 150)患有1型脊髓性肌萎缩症(SMA), 29.1% (n = 81)患有其他神经肌肉疾病,9% (n = 26)患有杜氏肌营养不良症(DMD), 7% (n = 19)患有SMA-2。”原始的在线文章已被更新以反映这一点。
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引用次数: 0
Endoscopic Ablation for Malignant Lung Lesions: Current Techniques, Unmet Needs, and Future Directions. 恶性肺病变的内镜消融:目前的技术,未满足的需求和未来的方向。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-10-27 DOI: 10.1159/000549189
Sebastian Fernandez-Bussy, Paola Gutierrez-Gallegos, Alejandra Yu Lee-Mateus, Judith Maria Brock, Renata Quevedo-Salazar, David Abia-Trujillo, Bryan C Husta, Linh H Vu, Jiayuan Sun, Felix Herth

Background: Lung cancer remains the leading cause of cancer-related mortality worldwide. Although surgical resection and stereotactic body radiation therapy are standard treatment options for early-stage disease, both are limited by procedural morbidity and ineligibility among high-risk patients. Similarly, percutaneous approach with image-guided ablation is associated with pneumothorax and pleural injury. Advances in navigation, imaging, and device design have enabled endoscopic ablation to emerge as a minimally invasive technique capable of targeting peripheral and central lesions under real-time image guidance.

Summary: Endoscopic ablation techniques, comprising radiofrequency, microwave, laser, vapor, cryoablation, photodynamic therapy, pulsed-electric field ablation, and intralesional chemotherapy, enable precise bronchoscopic delivery of localized therapy. Early feasibility, safety, and clinical data demonstrate high technical success, favorable short-term safety, and potential immunologic synergy when combined with systemic therapy. Nonetheless, several challenges remain, including limited access to subsegmental lesions, variability in ablation margins, and lack of long-term outcomes. Despite these limitations, ongoing advances in device design, navigation, and imaging, such as robotic-assisted bronchoscopy and cone-beam computed tomography, are enhancing the procedural precision and therapeutic reach. This review synthesizes current evidence on endoscopic ablation, focusing on emerging technologies, clinical applications, and key research gaps.

Key messages: Endoscopic ablation represents a promising, lung-sparing treatment for lung malignancies. Ongoing technological advances in navigation, imaging, and integration are enhancing its applicability in local tumor control. Large, prospective trials are required to validate oncologic efficacy, optimize procedural parameters, and establish endoscopic ablation's role within multimodal lung cancer management.

内镜消融是一种新兴的肺保留治疗方式,适用于恶性肺病变患者,特别是那些医学上不能手术或不适合常规治疗的患者。目前,诸如射频消融、微波消融、冷冻消融和脉冲电场等技术正在进行严格的研究,以评估其可行性、安全性和肿瘤学潜力。虽然初步结果显示了可行性和短期安全性,但仍存在一些挑战,包括难以进入周围病变,消融边缘的可变性以及缺乏长期疗效数据。尽管存在这些局限性,但设备设计、导航和成像方面的不断进步,如机器人辅助支气管镜检查和锥束计算机断层扫描,正在提高内镜消融的精度和实用性。本综述旨在综合目前内镜消融技术的证据,重点关注新兴技术、临床应用和关键研究空白。
{"title":"Endoscopic Ablation for Malignant Lung Lesions: Current Techniques, Unmet Needs, and Future Directions.","authors":"Sebastian Fernandez-Bussy, Paola Gutierrez-Gallegos, Alejandra Yu Lee-Mateus, Judith Maria Brock, Renata Quevedo-Salazar, David Abia-Trujillo, Bryan C Husta, Linh H Vu, Jiayuan Sun, Felix Herth","doi":"10.1159/000549189","DOIUrl":"10.1159/000549189","url":null,"abstract":"<p><strong>Background: </strong>Lung cancer remains the leading cause of cancer-related mortality worldwide. Although surgical resection and stereotactic body radiation therapy are standard treatment options for early-stage disease, both are limited by procedural morbidity and ineligibility among high-risk patients. Similarly, percutaneous approach with image-guided ablation is associated with pneumothorax and pleural injury. Advances in navigation, imaging, and device design have enabled endoscopic ablation to emerge as a minimally invasive technique capable of targeting peripheral and central lesions under real-time image guidance.</p><p><strong>Summary: </strong>Endoscopic ablation techniques, comprising radiofrequency, microwave, laser, vapor, cryoablation, photodynamic therapy, pulsed-electric field ablation, and intralesional chemotherapy, enable precise bronchoscopic delivery of localized therapy. Early feasibility, safety, and clinical data demonstrate high technical success, favorable short-term safety, and potential immunologic synergy when combined with systemic therapy. Nonetheless, several challenges remain, including limited access to subsegmental lesions, variability in ablation margins, and lack of long-term outcomes. Despite these limitations, ongoing advances in device design, navigation, and imaging, such as robotic-assisted bronchoscopy and cone-beam computed tomography, are enhancing the procedural precision and therapeutic reach. This review synthesizes current evidence on endoscopic ablation, focusing on emerging technologies, clinical applications, and key research gaps.</p><p><strong>Key messages: </strong>Endoscopic ablation represents a promising, lung-sparing treatment for lung malignancies. Ongoing technological advances in navigation, imaging, and integration are enhancing its applicability in local tumor control. Large, prospective trials are required to validate oncologic efficacy, optimize procedural parameters, and establish endoscopic ablation's role within multimodal lung cancer management.</p>","PeriodicalId":21048,"journal":{"name":"Respiration","volume":" ","pages":"381-396"},"PeriodicalIF":3.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145378539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A Systematic Review of the Safety of Sedation during Flexible Bronchoscopy. 柔性支气管镜检查中镇静安全性的系统回顾。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-09-16 DOI: 10.1159/000548435
Sandhya Matthes, Marcel Treml, Ralf-Harto Hübner, Jürgen Hetzel, Ralf Eberhardt, Karl-Josef Franke, Felix J Herth, Angélique Holland, Torsten Loop, Helmut Sitter, Winfried J Randerath, Lars Hagmeyer

Introduction: Sedation during flexible bronchoscopy can be administered by a second physician, an anesthesiologist or as nurse-administered sedation (NAS). Propofol is often administered by non-anesthesiologists. It is unclear whether complications differ with various sedation protocols.

Methods: We searched PubMed for clinical trials of sedation during bronchoscopy and conducted a systematic review of complications (death ≤24 h post-procedure or intensive care unit (ICU) admission/predefined cardiopulmonary escalation [CPE]). Outcomes were analyzed according to the staff administering sedation, complexity of procedure, for propofol-containing regimes, and the ASA physical status classification of the patient.

Results: This analysis (120 articles, 39,475 procedures) showed a mortality rate of 0.01% for sedation bronchoscopy. ICU admission rate was 0.12%, and CPE was reported in 0.57%. Significantly higher CPE was recorded for anesthesiologists compared to NAS and second physicians (1.16% vs. 0.65% vs. 0.07%, respectively, p < 0.001) with higher ICU admission for NAS compared to anesthesiologists and second physicians (0.35% vs. 0.00% vs. 0.03%, respectively, p < 0.001). Endobronchial ultrasound did not increase complication rates. Admission to ICU and CPE remained <1% in propofol-containing regimes, although complications were slightly lower without propofol. Comparison of lower risk ASA 1-2 studies compared to studies with ASA 1-3 showed no significant difference in outcome.

Conclusion: Sedation bronchoscopy is a safe procedure. The staff administering sedation may react differently to periprocedural respiratory and cardiovascular events. Propofol application is not associated with a clinically relevant increase in complication rate. There is no evidence that ASA status is a predictor of individual risk at bronchoscopy.

柔性支气管镜检查期间的镇静可由第二内科医生、麻醉师或护士给药镇静(NAS)。异丙酚通常由非麻醉师使用。目前尚不清楚各种镇静方案的并发症是否不同。方法:我们检索PubMed中支气管镜检查期间镇静的临床试验,并对并发症(手术后≤24小时死亡和重症监护病房(ICU)入院/预先定义的心肺升级(CPE))进行系统回顾。结果根据给药人员、程序复杂性、含异丙酚方案和患者的ASA身体状态分类进行分析。结果120篇文章,39475例手术,镇静支气管镜死亡率为0.01%。ICU住院率0.12%,CPE报告率0.57%。麻醉医师的CPE记录明显高于NAS和第二医师(分别为1.16%、0.65%和0.07%,p
{"title":"A Systematic Review of the Safety of Sedation during Flexible Bronchoscopy.","authors":"Sandhya Matthes, Marcel Treml, Ralf-Harto Hübner, Jürgen Hetzel, Ralf Eberhardt, Karl-Josef Franke, Felix J Herth, Angélique Holland, Torsten Loop, Helmut Sitter, Winfried J Randerath, Lars Hagmeyer","doi":"10.1159/000548435","DOIUrl":"10.1159/000548435","url":null,"abstract":"<p><strong>Introduction: </strong>Sedation during flexible bronchoscopy can be administered by a second physician, an anesthesiologist or as nurse-administered sedation (NAS). Propofol is often administered by non-anesthesiologists. It is unclear whether complications differ with various sedation protocols.</p><p><strong>Methods: </strong>We searched PubMed for clinical trials of sedation during bronchoscopy and conducted a systematic review of complications (death ≤24 h post-procedure or intensive care unit (ICU) admission/predefined cardiopulmonary escalation [CPE]). Outcomes were analyzed according to the staff administering sedation, complexity of procedure, for propofol-containing regimes, and the ASA physical status classification of the patient.</p><p><strong>Results: </strong>This analysis (120 articles, 39,475 procedures) showed a mortality rate of 0.01% for sedation bronchoscopy. ICU admission rate was 0.12%, and CPE was reported in 0.57%. Significantly higher CPE was recorded for anesthesiologists compared to NAS and second physicians (1.16% vs. 0.65% vs. 0.07%, respectively, p < 0.001) with higher ICU admission for NAS compared to anesthesiologists and second physicians (0.35% vs. 0.00% vs. 0.03%, respectively, p < 0.001). Endobronchial ultrasound did not increase complication rates. Admission to ICU and CPE remained <1% in propofol-containing regimes, although complications were slightly lower without propofol. Comparison of lower risk ASA 1-2 studies compared to studies with ASA 1-3 showed no significant difference in outcome.</p><p><strong>Conclusion: </strong>Sedation bronchoscopy is a safe procedure. The staff administering sedation may react differently to periprocedural respiratory and cardiovascular events. Propofol application is not associated with a clinically relevant increase in complication rate. There is no evidence that ASA status is a predictor of individual risk at bronchoscopy.</p>","PeriodicalId":21048,"journal":{"name":"Respiration","volume":" ","pages":"37-56"},"PeriodicalIF":3.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145076027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The Identification and Severity Staging of Chronic Obstructive Pulmonary Disease Using Quantitative CT Parameters, Radiomics Features, and Deep Learning Features. 利用定量CT参数、放射组学特征和深度学习特征识别慢性阻塞性肺疾病及其严重程度分期。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-09-25 DOI: 10.1159/000548595
Shengchuan Feng, Wenxiu Zhang, Ran Zhang, Yuqiong Yang, Fengyan Wang, Chengyu Miao, Zizheng Chen, Kai Yang, Qing Yao, Qing Liang, Huijun Zhao, Yuting Chen, Cuixia Liang, Xiaoyun Liang, Rongchang Chen, Zhenyu Liang

Introduction: The aim of the study was to evaluate the value of quantitative CT (QCT) parameters, radiomics features, and deep learning (DL) features based on inspiratory and expiratory CT for the identification and severity staging of chronic obstructive pulmonary disease (COPD).

Methods: This retrospective analysis included 223 COPD patients and 59 healthy controls from the Guangzhou cohort. We stratified the participants into a training cohort and a testing cohort (7:3) and extracted DL features based on VGG-16 method, radiomics features based on pyradiomics package, and QCT parameters based on NeuLungCARE software. The logistic regression method was employed to construct models for the identification and severity staging of COPD. The Shenzhen cohort was used as the external validation cohort to assess the generalizability of the models.

Results: In the COPD identification models, model 5-B1 (the QCT combined with DL model in biphasic CT) showed the best predictive performance with AUC of 0.920 and 0.897 in testing cohort and external validation cohort, respectively. In the COPD severity staging models, the predictive performance of model 4-B2 (the model combining QCT with radiomics features in biphasic CT) and model 5-B2 (the model combining QCT with DL features in biphasic CT) was superior to that of the other models.

Conclusion: This biphasic CT-based multimodal approach integrating QCT, radiomics, or DL features offers a clinically valuable tool for COPD identification and severity staging.

前言:评价基于吸气和呼气CT的定量CT (QCT)参数、放射组学特征和深度学习(DL)特征对慢性阻塞性肺疾病(COPD)的识别和严重程度分期的价值。方法:回顾性分析来自广州队列的223例COPD患者和59例健康对照。我们将参与者分为训练队列和测试队列(7:3),基于VGG-16方法提取DL特征,基于pyradiomics软件包提取放射组学特征,基于NeuLungCARE软件提取QCT参数。采用Logistic回归方法构建COPD的识别和严重程度分期模型。采用深圳队列作为外部验证队列来评估模型的可推广性。结果:在COPD识别模型中,模型5-B1(双相CT中QCT联合DL模型)的预测效果最好,测试队列和外部验证队列的AUC分别为0.920和0.897。在COPD严重程度分期模型中,模型4-B2(结合QCT与双相CT放射组学特征的模型)和模型5-B2(结合QCT与双相CT DL特征的模型)的预测性能优于其他模型。结论:这种基于双期ct的多模式方法整合了QCT、放射组学或DL特征,为COPD的识别和严重程度分期提供了一种有临床价值的工具。
{"title":"The Identification and Severity Staging of Chronic Obstructive Pulmonary Disease Using Quantitative CT Parameters, Radiomics Features, and Deep Learning Features.","authors":"Shengchuan Feng, Wenxiu Zhang, Ran Zhang, Yuqiong Yang, Fengyan Wang, Chengyu Miao, Zizheng Chen, Kai Yang, Qing Yao, Qing Liang, Huijun Zhao, Yuting Chen, Cuixia Liang, Xiaoyun Liang, Rongchang Chen, Zhenyu Liang","doi":"10.1159/000548595","DOIUrl":"10.1159/000548595","url":null,"abstract":"<p><strong>Introduction: </strong>The aim of the study was to evaluate the value of quantitative CT (QCT) parameters, radiomics features, and deep learning (DL) features based on inspiratory and expiratory CT for the identification and severity staging of chronic obstructive pulmonary disease (COPD).</p><p><strong>Methods: </strong>This retrospective analysis included 223 COPD patients and 59 healthy controls from the Guangzhou cohort. We stratified the participants into a training cohort and a testing cohort (7:3) and extracted DL features based on VGG-16 method, radiomics features based on pyradiomics package, and QCT parameters based on NeuLungCARE software. The logistic regression method was employed to construct models for the identification and severity staging of COPD. The Shenzhen cohort was used as the external validation cohort to assess the generalizability of the models.</p><p><strong>Results: </strong>In the COPD identification models, model 5-B1 (the QCT combined with DL model in biphasic CT) showed the best predictive performance with AUC of 0.920 and 0.897 in testing cohort and external validation cohort, respectively. In the COPD severity staging models, the predictive performance of model 4-B2 (the model combining QCT with radiomics features in biphasic CT) and model 5-B2 (the model combining QCT with DL features in biphasic CT) was superior to that of the other models.</p><p><strong>Conclusion: </strong>This biphasic CT-based multimodal approach integrating QCT, radiomics, or DL features offers a clinically valuable tool for COPD identification and severity staging.</p>","PeriodicalId":21048,"journal":{"name":"Respiration","volume":" ","pages":"259-271"},"PeriodicalIF":3.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145150557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Effect of Endobronchial Valve Treatment on Skeletal Muscles, Fatigue, and Sleep in Severe Emphysema Patients. 支气管内瓣膜治疗对严重肺气肿患者骨骼肌、疲劳和睡眠的影响。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-09-18 DOI: 10.1159/000548426
Else A M D Ter Haar, Dirk-Jan Slebos, Jorine E Hartman

Introduction: Skeletal muscle dysfunction, fatigue, and poor sleep quality are common in severe emphysema patients. Endobronchial valve (EBV) treatment is a bronchoscopic procedure which improves pulmonary function, quality of life, and exercise capacity in these patients. However, its potential beneficial effects on skeletal muscle function, fatigue, and sleep are unclear. Our aim was to investigate the effects of EBV treatment on these outcomes.

Methods: We conducted a prospective cohort study assessing the second parasternal intercostal muscle thickening fraction, and quadriceps muscle thickness and rectus femoris cross-sectional area (RFCSA), both using ultrasound, limb muscle function using the 30-s sit-to-stand test, fatigue with the Checklist Individual Strength (CIS) fatigue subscale (score ≥36 indicating severe fatigue), and sleep quality with the Pittsburgh Sleep Quality Index (PSQI) at baseline and 6 months following EBV treatment.

Results: A total of 20 patients were included. At the 6-month follow-up, significant improvements were observed in pulmonary function, quadriceps thickness, and RFCSA in the nondominant leg, as well as in limb muscle function. Intercostal thickening fraction did not change following treatment. Fatigue decreased significantly, reducing severe fatigue prevalence from 70% to 25%. Sleep quality was generally poor and remained unchanged.

Conclusion: Our results show that quadriceps muscle size and function, as well as fatigue, significantly improve following EBV treatment in severe emphysema patients. However, BLVR seems to have no impact on intercostal thickening fraction and patient-reported sleep quality. This study highlights the beneficial extrapulmonary effects of EBV treatment in patients with severe emphysema, further supporting its clinical use.

骨骼肌功能障碍、疲劳、睡眠质量差是严重肺气肿患者的常见症状。支气管内瓣膜(EBV)治疗是一种支气管镜手术,可改善这些患者的肺功能、生活质量和运动能力。然而,它对骨骼肌功能、疲劳和睡眠的潜在有益影响尚不清楚。我们的目的是研究EBV治疗对这些结果的影响。方法采用前瞻性队列研究,采用超声技术评估第2胸骨旁肋间肌增厚分数、股四头肌厚度和股直肌横截面积(RFCSA),采用30秒坐立测试评估肢体肌肉功能,采用检查表个人力量(CIS)疲劳亚量表评估疲劳(评分≥36表示严重疲劳)。与匹兹堡睡眠质量指数(PSQI)在基线和EBV治疗后6个月的睡眠质量。结果共纳入20例患者。在六个月的随访中,观察到非优势腿的肺功能,股四头肌厚度和RFCSA以及肢体肌肉功能的显着改善。肋间增厚分数在治疗后没有变化。疲劳显著降低,严重疲劳患病率从70%降低到25%。睡眠质量普遍较差,并保持不变。结论EBV治疗后,严重肺气肿患者的股四头肌肌肉大小、功能及疲劳度均有明显改善。然而,BLVR似乎对肋间增厚分数和患者报告的睡眠质量没有影响。本研究强调了EBV治疗严重肺气肿患者的有益肺外作用,进一步支持其临床应用。
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引用次数: 0
Artificial Intelligence in Interventional Pulmonology: Promise versus Proof. 介入肺脏学中的人工智能:希望与证据。
IF 3.8 3区 医学 Q2 RESPIRATORY SYSTEM Pub Date : 2026-01-01 Epub Date: 2025-10-02 DOI: 10.1159/000548742
Guido Marchi
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引用次数: 0
期刊
Respiration
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