Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.22i2Erratum
{"title":"Erratum: Magnetic Resonance Imaging of Pulmonary and Paranasal Sinus Abnormalities in Children with Primary Ciliary Dyskinesia Compared to Children with Cystic Fibrosis.","authors":"","doi":"10.1513/AnnalsATS.22i2Erratum","DOIUrl":"https://doi.org/10.1513/AnnalsATS.22i2Erratum","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":"22 2","pages":"311"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202411-1210ED
Ari Moskowitz, Nadia Ferguson
{"title":"Food for Thought: Toward a More Nuanced Approach to Propofol-associated Hypertriglyceridemia.","authors":"Ari Moskowitz, Nadia Ferguson","doi":"10.1513/AnnalsATS.202411-1210ED","DOIUrl":"https://doi.org/10.1513/AnnalsATS.202411-1210ED","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":"22 2","pages":"181-182"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202411-1220ED
Kristen Vossler, Julien Cobert
{"title":"From Screening to Outcomes: Rethinking Palliative Care Metrics in the Intensive Care Unit.","authors":"Kristen Vossler, Julien Cobert","doi":"10.1513/AnnalsATS.202411-1220ED","DOIUrl":"https://doi.org/10.1513/AnnalsATS.202411-1220ED","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":"22 2","pages":"185-186"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202312-1070OC
Jennifer A Faerber, Steven M Kawut, Denis Hadjiliadis, Gina Hong
Rationale: The pathogenicity of Aspergillus in the cystic fibrosis (CF) airway is debated, leading to unclear clinical benefit of antifungal therapy for Aspergillus infection. Objective: To determine the real-world effectiveness of antifungal use in people with CF (PwCF) with Aspergillus species in the United States. Methods: We conducted a retrospective cohort study evaluating the association of antifungal use and respiratory outcomes in PwCF and Aspergillus-positive cultures using the Cystic Fibrosis Foundation Patient Registry. Marginal structural models using inverse-probability treatment weighted estimators were used to test whether antifungal exposure was associated with forced expiratory volume in 1 second percent predicted (FEV1pp) and pulmonary exacerbation rate while controlling for fixed and time-varying confounders. We conducted sensitivity analyses on individuals with persistent Aspergillus and without concomitant allergic bronchopulmonary aspergillosis (ABPA). Results: A total of 14,754 individuals with Aspergillus-positive cultures between 2006 and 2019 were identified. Antifungals were prescribed to 3,575 (24.2%) unique PwCF during the study period. Antifungal use was not associated with FEV1pp (adjusted estimate = -0.96 percentage points; 95% confidence interval [CI] = -2.21, 0.29). Antifungal use was associated with 29% increased rate of pulmonary exacerbations requiring intravenous (i.v.) antibiotics (adjusted incidence rate ratio = 1.29, 95% CI = 1.22, 1.37). In sensitivity analyses limited to individuals without ABPA, antifungals were associated with 1.88 lower FEV1pp (95% CI = -3.35, -0.41) and an increased rate of pulmonary exacerbations (adjusted incidence rate ratio = 1.30; 95% CI = 1.21, 1.40), whereas in patients with persistent Aspergillus and persistent Aspergillus without concomitant ABPA, antifungals were not associated with FEV1pp. Conclusions: Antifungal therapy in PwCF and Aspergillus-positive cultures was not associated with improvements in FEV1pp, suggesting no observed benefit. Although antifungal therapy was associated with increased risk for pulmonary exacerbations, this could reflect confounding by severity of disease. Randomized clinical trials examining the clinical efficacy of antifungals in Aspergillus infections in CF are warranted.
理由:曲霉菌在囊性纤维化(CF)气道中的致病性尚存争议,导致曲霉菌感染抗真菌治疗的临床疗效不明确:目的:确定美国对感染曲霉菌的 CF 患者(PwCF)使用抗真菌治疗的实际效果:我们进行了一项回顾性队列研究,利用囊性纤维化基金会患者登记册评估抗真菌药物使用与 PwCF 和曲霉菌阳性培养物的呼吸系统结果之间的关联。在控制固定和时变混杂因素的情况下,我们使用反概率治疗加权估计器建立了边际结构模型,以检验抗真菌暴露是否与一秒钟用力呼气容积预测值百分比(FEV1pp)和肺部恶化率有关。我们对患有顽固性曲霉菌但未合并过敏性支气管肺曲霉菌病(ABPA)的患者进行了敏感性分析:2006年至2019年期间,共有14754人的曲霉菌培养呈阳性。在研究期间,3,575 名(24.2%)PwCF 患者使用了抗真菌药物。抗真菌药物的使用与 FEV1pp 无关(调整后的估计值为-0.96 个百分点,95% CI 为-2.21,0.29)。使用抗真菌药物与需要静脉注射抗生素的肺部恶化率增加 29% 有关(调整后 IRR=1.29, 95% CI 1.22, 1.37)。在仅限于无 ABPA 患者的敏感性分析中,抗真菌药物与 FEV1pp 下降 1.88(95% CI -3.35,-0.41)和肺部恶化率增加有关(调整后 IRR= 1.30,95% CI 1.21,1.40)。而在曲霉菌持续存在和曲霉菌持续存在但不伴有 ABPA 的患者中,抗真菌药物与 FEV1pp 无关:结论:对曲霉菌培养阳性的 PwCF 患者进行抗真菌治疗与 FEV>1pp 的改善无关。虽然抗真菌治疗与肺部恶化的风险增加有关,但这可能反映了疾病严重程度的混杂因素。有必要开展随机临床试验,研究抗真菌药物对曲霉菌感染的临床疗效。
{"title":"The Real-World Effectiveness of Antifungals in People with Cystic Fibrosis and <i>Aspergillus</i>-Positive Cultures.","authors":"Jennifer A Faerber, Steven M Kawut, Denis Hadjiliadis, Gina Hong","doi":"10.1513/AnnalsATS.202312-1070OC","DOIUrl":"10.1513/AnnalsATS.202312-1070OC","url":null,"abstract":"<p><p><b>Rationale:</b> The pathogenicity of <i>Aspergillus</i> in the cystic fibrosis (CF) airway is debated, leading to unclear clinical benefit of antifungal therapy for <i>Aspergillus</i> infection. <b>Objective:</b> To determine the real-world effectiveness of antifungal use in people with CF (PwCF) with <i>Aspergillus</i> species in the United States. <b>Methods:</b> We conducted a retrospective cohort study evaluating the association of antifungal use and respiratory outcomes in PwCF and <i>Aspergillus</i>-positive cultures using the Cystic Fibrosis Foundation Patient Registry. Marginal structural models using inverse-probability treatment weighted estimators were used to test whether antifungal exposure was associated with forced expiratory volume in 1 second percent predicted (FEV<sub>1</sub>pp) and pulmonary exacerbation rate while controlling for fixed and time-varying confounders. We conducted sensitivity analyses on individuals with persistent <i>Aspergillus</i> and without concomitant allergic bronchopulmonary aspergillosis (ABPA). <b>Results:</b> A total of 14,754 individuals with <i>Aspergillus</i>-positive cultures between 2006 and 2019 were identified. Antifungals were prescribed to 3,575 (24.2%) unique PwCF during the study period. Antifungal use was not associated with FEV<sub>1</sub>pp (adjusted estimate = -0.96 percentage points; 95% confidence interval [CI] = -2.21, 0.29). Antifungal use was associated with 29% increased rate of pulmonary exacerbations requiring intravenous (i.v.) antibiotics (adjusted incidence rate ratio = 1.29, 95% CI = 1.22, 1.37). In sensitivity analyses limited to individuals without ABPA, antifungals were associated with 1.88 lower FEV<sub>1</sub>pp (95% CI = -3.35, -0.41) and an increased rate of pulmonary exacerbations (adjusted incidence rate ratio = 1.30; 95% CI = 1.21, 1.40), whereas in patients with persistent <i>Aspergillus</i> and persistent <i>Aspergillus</i> without concomitant ABPA, antifungals were not associated with FEV<sub>1</sub>pp. <b>Conclusions:</b> Antifungal therapy in PwCF and <i>Aspergillus</i>-positive cultures was not associated with improvements in FEV<sub>1</sub>pp, suggesting no observed benefit. Although antifungal therapy was associated with increased risk for pulmonary exacerbations, this could reflect confounding by severity of disease. Randomized clinical trials examining the clinical efficacy of antifungals in <i>Aspergillus</i> infections in CF are warranted.</p>","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":"193-199"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142402266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202404-384OC
Ioannis Konstantinidis, Richard H Zou, Spyridon N Papageorgiou, Andreas Ronit, M Bradley Drummond, Ken M Kunisaki, Kristina Crothers, S Mehdi Nouraie, Alison Morris
Rationale: Obstructive lung disease (OLD) pathogenesis includes inhalational (e.g., smoking) and noninhalational mechanisms (e.g., infections). Human immunodeficiency virus (HIV) has been suggested as a novel OLD risk factor. Substantial data have recently emerged about its effects on lung function and structure, especially in low- to middle-income countries and regarding longitudinal lung function. Objectives: To assess the association of HIV infection with OLD, impaired gas exchange, and emphysema. Methods: In this systematic review and meta-analysis, we searched PubMed, Embase, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, Web of Science, Scopus, Cumulative Index to Nursing and Allied Health Literature, and Global Index Medicus through April 2023 for controlled and observational studies of people living with and without HIV reporting pulmonary function and/or emphysema. Primary outcomes were OLD by spirometry, gas exchange impairment by diffusing capacity of the lung for carbon monoxide, and visual emphysema by computed tomography. We performed random-effects meta-analyses using odds ratios (ORs) with 95% confidence intervals (CIs). This study was registered in PROSPERO (CRD42021268498). Results: We included 95 publications pertaining to 43 unique studies. HIV was associated with OLD (OR, 1.29; 95% CI, 1.02-1.63), impaired gas exchange (OR, 2.63; 95% CI, 0.96-7.24), emphysema (OR, 1.46; 95% CI, 1.02-2.09), and faster lung function decline. OLD risk was greatest in Africans with HIV. There were no gas exchange or emphysema data from Africa. The certainty of evidence was low to very low, primarily because of studies' observational design. Conclusions: People living with HIV have increased risk for OLD, gas exchange impairment, faster lung function decline, and emphysema. OLD risk in HIV varies regionally. We recommend that both spirometry and diffusing capacity of the lung for carbon monoxide be measured in people living with HIV and respiratory symptoms. Future studies should develop and validate HIV-specific screening and case-finding strategies for chronic lung disease.
理由:阻塞性肺病(OLD)的发病机制包括吸入(如吸烟)和非吸入机制(如感染)。艾滋病毒被认为是一种新型的 OLD 危险因素。最近出现了大量有关其对肺功能和肺结构影响的数据,尤其是在中低收入国家和纵向肺功能方面:评估 HIV 感染与 OLD、气体交换受损和肺气肿的关系:在本系统综述和荟萃分析中,我们检索了 PubMed、EMBASE、CENTRAL、CDSR、WoS、Scopus、CINAHL 和 GIM(截止到 2023 年 4 月)中有关报告肺功能和/或肺气肿的 HIV 感染者和非 HIV 感染者的对照研究和观察性研究。主要研究结果包括肺活量测定法得出的OLD、一氧化碳扩散能力得出的气体交换障碍以及计算机断层扫描得出的可视肺气肿。我们使用几率比(OR)和 95% 置信区间(CI)进行了随机效应荟萃分析。本研究已在 PROSPERO(CRD42021268498)上注册:结果:我们纳入了 95 篇文献,涉及 43 项独特的研究。艾滋病毒与 OLD(OR 1.29;95% CI 1.02-1.63)、气体交换受损(OR 2.63;95% CI 0.96-7.24)、肺气肿(OR 1.46;95% CI 1.02-2.09)和肺功能衰退加快有关。感染艾滋病毒的非洲人患肺癌的风险最大。没有来自非洲的气体交换或肺气肿数据。主要由于研究的观察性设计,证据的确定性较低或很低:结论:HIV 感染者发生 OLD、气体交换障碍、肺功能下降加快和肺气肿的风险增加。不同地区的 HIV 感染者发生 OLD 的风险不同。我们建议对有呼吸道症状的 HIV 感染者进行肺活量和 DLCO 测量。未来的研究应开发并验证针对 HIV 的慢性肺病筛查和病例查找策略。
{"title":"Effect of Human Immunodeficiency Virus on Lung Function and Structure: A Systematic Review and Meta-Analysis.","authors":"Ioannis Konstantinidis, Richard H Zou, Spyridon N Papageorgiou, Andreas Ronit, M Bradley Drummond, Ken M Kunisaki, Kristina Crothers, S Mehdi Nouraie, Alison Morris","doi":"10.1513/AnnalsATS.202404-384OC","DOIUrl":"10.1513/AnnalsATS.202404-384OC","url":null,"abstract":"<p><p><b>Rationale:</b> Obstructive lung disease (OLD) pathogenesis includes inhalational (e.g., smoking) and noninhalational mechanisms (e.g., infections). Human immunodeficiency virus (HIV) has been suggested as a novel OLD risk factor. Substantial data have recently emerged about its effects on lung function and structure, especially in low- to middle-income countries and regarding longitudinal lung function. <b>Objectives:</b> To assess the association of HIV infection with OLD, impaired gas exchange, and emphysema. <b>Methods:</b> In this systematic review and meta-analysis, we searched PubMed, Embase, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, Web of Science, Scopus, Cumulative Index to Nursing and Allied Health Literature, and Global Index Medicus through April 2023 for controlled and observational studies of people living with and without HIV reporting pulmonary function and/or emphysema. Primary outcomes were OLD by spirometry, gas exchange impairment by diffusing capacity of the lung for carbon monoxide, and visual emphysema by computed tomography. We performed random-effects meta-analyses using odds ratios (ORs) with 95% confidence intervals (CIs). This study was registered in PROSPERO (CRD42021268498). <b>Results:</b> We included 95 publications pertaining to 43 unique studies. HIV was associated with OLD (OR, 1.29; 95% CI, 1.02-1.63), impaired gas exchange (OR, 2.63; 95% CI, 0.96-7.24), emphysema (OR, 1.46; 95% CI, 1.02-2.09), and faster lung function decline. OLD risk was greatest in Africans with HIV. There were no gas exchange or emphysema data from Africa. The certainty of evidence was low to very low, primarily because of studies' observational design. <b>Conclusions:</b> People living with HIV have increased risk for OLD, gas exchange impairment, faster lung function decline, and emphysema. OLD risk in HIV varies regionally. We recommend that both spirometry and diffusing capacity of the lung for carbon monoxide be measured in people living with HIV and respiratory symptoms. Future studies should develop and validate HIV-specific screening and case-finding strategies for chronic lung disease.</p>","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":"274-284"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142482820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202410-1061LE
John J Osterholzer
{"title":"Reply to Holley and Morris: Postdeployment Respiratory Health: It's Not Always the Lungs.","authors":"John J Osterholzer","doi":"10.1513/AnnalsATS.202410-1061LE","DOIUrl":"10.1513/AnnalsATS.202410-1061LE","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":"310-311"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142789724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202402-151OC
Danai Khemasuwan, Candice Wilshire, Chakravarthy Reddy, Christopher Gilbert, Jed Gorden, Akshu Balwan, Trinidad M Sanchez, Billie Bixby, Jeffrey S Sorensen, Samira Shojaee
Rationale: Intrapleural enzyme therapy (IET) with tissue plasminogen activator (tPA) and DNase has been shown to reduce the need for surgical intervention for complicated parapneumonic effusion/empyema (CPPE/empyema). Failure of IET may lead to delayed care and increased length of stay. Objectives: The goal of this study was to identify risk factors for failure of IET. Methods: We performed a multicenter, retrospective study of patients who received IET for the treatment of CPPE/empyema. Clinical and radiological variables at the time of diagnosis were included. We compared four different machine learning classifiers (L1-penalized logistic regression, support vector machine [SVM], extreme gradient boosting [XGBoost], and light gradient-boosting machine [LightGBM]) by multiple bootstrap-validated metrics, including F-β, to demonstrate model performances. Results: A total of 466 participants who received IET for pleural infection were included from five institutions across the United States. Resolution of CPPE/empyema with IET was achieved in 78% (n = 365). SVM performed superiorly, with median F-β of 56%, followed by L1-penalized logistic regression, LightGBM, and XGBoost. Clinical and radiological variables were graded based on their ranked variable importance. The top two significant predictors of IET failure using SVM were the presence of an abscess/necrotizing pneumonia (17%) and pleural thickening (13%). Similarly, LightGBM identified abscess/necrotizing pneumonia (35%) and pleural thickening (26%) and XGBoost indicated pleural thickening (36%) and abscess/necrotizing pneumonia (17%) as the most significant predictors of treatment failure. Predictors identified by the L1-penalized logistic regression model were pleural thickening (18%) and pleural fluid lactate dehydrogenase (LDH) (9%). Conclusions: The presence of abscess/necrotizing pneumonia and pleural thickening consistently ranked among the strongest predictors of IET failure in all machine learning models. The difference in rankings between models may be a consequence of the different algorithms used by each model. These results indicate that the presence of abscess/necrotizing pneumonia and pleural thickening may predict IET failure. These results should be confirmed in larger studies.
理由:使用组织纤溶酶原激活剂(tPA)和脱氧核糖核酸酶(DNase)进行胸膜腔内酶疗法(IET)已被证明可减少并发症性肺旁积液/水肿(CPPE/水肿)手术干预的需要。IET失败可能会导致治疗延误和住院时间延长:本研究旨在确定 IET 失败的风险因素:我们对接受 IET 治疗 CPPE/水肿的患者进行了一项多中心回顾性研究。研究纳入了诊断时的临床和放射学变量。我们通过多重引导验证指标(包括 F-beta)比较了四种不同的机器学习分类器(L1-惩罚逻辑回归、支持向量机(SVM)、XGBoost 和 LightGBM),以证明模型的性能:来自美国五家医疗机构的466名因胸膜感染而接受IET治疗的患者被纳入研究。78%的患者(n=365)通过 IET 解决了 CPPE/水肿问题。SVM 的中位 F-beta 值为 56%,表现优异,其次是 L1 惩罚逻辑回归、LGBM 和 XGBoost。临床和放射学变量根据其重要性进行了分级。使用 SVM 预测 IET 失败的前两个重要因素是存在脓毒症/坏死性肺炎(17%)和胸膜增厚(13%)。同样,LightGBM 发现脓毒症/坏死性肺炎(35%)和胸膜增厚(26%),XGBoost 发现胸膜增厚(36%)和脓毒症/坏死性肺炎(17%)是最重要的治疗失败预测因素。L1-惩罚性逻辑回归模型确定的预测因素是胸膜增厚(18%)和胸腔积液 LDH(9%):结论:在所有机器学习模型中,脓毒症/坏死性肺炎和胸膜增厚一直是预测 IET 治疗失败的最有力因素。不同模型之间的排名差异可能是每个模型使用的算法不同造成的。这些结果表明,脓毒症/坏死性肺炎和胸膜增厚可预测 IET 失败。这些结果应在更大规模的研究中得到证实。
{"title":"Machine Learning Model Predictors of Intrapleural Tissue Plasminogen Activator and DNase Failure in Pleural Infection: A Multicenter Study.","authors":"Danai Khemasuwan, Candice Wilshire, Chakravarthy Reddy, Christopher Gilbert, Jed Gorden, Akshu Balwan, Trinidad M Sanchez, Billie Bixby, Jeffrey S Sorensen, Samira Shojaee","doi":"10.1513/AnnalsATS.202402-151OC","DOIUrl":"10.1513/AnnalsATS.202402-151OC","url":null,"abstract":"<p><p><b>Rationale:</b> Intrapleural enzyme therapy (IET) with tissue plasminogen activator (tPA) and DNase has been shown to reduce the need for surgical intervention for complicated parapneumonic effusion/empyema (CPPE/empyema). Failure of IET may lead to delayed care and increased length of stay. <b>Objectives:</b> The goal of this study was to identify risk factors for failure of IET. <b>Methods:</b> We performed a multicenter, retrospective study of patients who received IET for the treatment of CPPE/empyema. Clinical and radiological variables at the time of diagnosis were included. We compared four different machine learning classifiers (L1-penalized logistic regression, support vector machine [SVM], extreme gradient boosting [XGBoost], and light gradient-boosting machine [LightGBM]) by multiple bootstrap-validated metrics, including F-β, to demonstrate model performances. <b>Results:</b> A total of 466 participants who received IET for pleural infection were included from five institutions across the United States. Resolution of CPPE/empyema with IET was achieved in 78% (<i>n</i> = 365). SVM performed superiorly, with median F-β of 56%, followed by L1-penalized logistic regression, LightGBM, and XGBoost. Clinical and radiological variables were graded based on their ranked variable importance. The top two significant predictors of IET failure using SVM were the presence of an abscess/necrotizing pneumonia (17%) and pleural thickening (13%). Similarly, LightGBM identified abscess/necrotizing pneumonia (35%) and pleural thickening (26%) and XGBoost indicated pleural thickening (36%) and abscess/necrotizing pneumonia (17%) as the most significant predictors of treatment failure. Predictors identified by the L1-penalized logistic regression model were pleural thickening (18%) and pleural fluid lactate dehydrogenase (LDH) (9%). <b>Conclusions:</b> The presence of abscess/necrotizing pneumonia and pleural thickening consistently ranked among the strongest predictors of IET failure in all machine learning models. The difference in rankings between models may be a consequence of the different algorithms used by each model. These results indicate that the presence of abscess/necrotizing pneumonia and pleural thickening may predict IET failure. These results should be confirmed in larger studies.</p>","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":"187-192"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202406-571CC
Andie E O'Laughlin, Praneeth Baratam, Milos N Budisavljevic, Aravind A Menon
{"title":"A 31-Year-Old Pregnant Woman with Fever, Acute Kidney Injury, Hypervolemia, and Lymphadenopathy.","authors":"Andie E O'Laughlin, Praneeth Baratam, Milos N Budisavljevic, Aravind A Menon","doi":"10.1513/AnnalsATS.202406-571CC","DOIUrl":"https://doi.org/10.1513/AnnalsATS.202406-571CC","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":"22 2","pages":"292-297"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202403-263CC
Alma V Burbano, Kai Swenson, Adnan Majid, Pavan Mallur
{"title":"Minimally Invasive Repair of a Cervical Aerocele.","authors":"Alma V Burbano, Kai Swenson, Adnan Majid, Pavan Mallur","doi":"10.1513/AnnalsATS.202403-263CC","DOIUrl":"https://doi.org/10.1513/AnnalsATS.202403-263CC","url":null,"abstract":"","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":"22 2","pages":"298-301"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01DOI: 10.1513/AnnalsATS.202407-781OC
Kiyan Heybati, Jiawen Deng, Guozhen Xie, Keshav Poudel, Fangwen Zhou, Zeeshan Rizwan, Caitlin S Brown, Christopher T Acker, Ognjen Gajic, Hemang Yadav
Rationale: Propofol is one of the first-line sedative-hypnotic agents for critically ill adults requiring mechanical ventilation. Although propofol can elevate triglyceride levels, and the latter is a risk factor for pancreatitis, the association between propofol and acute pancreatitis is unclear. Objectives: We sought to determine the clinical impact and potential associations between propofol infusion, hypertriglyceridemia, and acute pancreatitis. Methods: This is an observational multicenter study of adults (⩾18 yr old) who were admitted to an intensive care unit, who required mechanical ventilation and received continuous propofol infusion for at least 24 hours. The primary outcomes were the frequency of hypertriglyceridemia (>400 mg/dl) and acute pancreatitis. Further analyses were done to determine the clinical impact of elevated triglyceride levels (i.e., sedation changes) and risk factors for pancreatitis development. Results: Of 11,828 patients included, 33.2% (n = 3,922) had triglyceride levels measured, of whom 21.7% (n = 851) had hypertriglyceridemia at 4.5 days (SD = 6.8) after propofol initiation. Of those still requiring sedation, 70.4% (n = 576/818) received alternative sedatives after developing hypertriglyceridemia. Pancreatitis occurred in 1.2% of patients (n = 47/3,922) and was more frequent in those with hypertriglyceridemia (3.2%, 27/851; vs. 0.7%, 20/3,071; P < 0.001). After adjustment for potential confounding variables, each 100 mg/dl increase in triglyceride levels was associated with an 11% increase in risk of pancreatitis. Propofol dose was not associated with pancreatitis development. Conclusions: Acute pancreatitis is uncommon in patients receiving propofol infusion, and it occurs over a wide range of triglyceride levels, indicating a multifactorial pathophysiology. Hypertriglyceridemia frequently prompts the use of alternative sedatives. Further study is needed to determine how to best monitor and treat hypertriglyceridemia in critically ill patients receiving propofol infusion.
{"title":"Propofol, Triglycerides, and Acute Pancreatitis: A Multicenter Epidemiologic Analysis.","authors":"Kiyan Heybati, Jiawen Deng, Guozhen Xie, Keshav Poudel, Fangwen Zhou, Zeeshan Rizwan, Caitlin S Brown, Christopher T Acker, Ognjen Gajic, Hemang Yadav","doi":"10.1513/AnnalsATS.202407-781OC","DOIUrl":"10.1513/AnnalsATS.202407-781OC","url":null,"abstract":"<p><p><b>Rationale:</b> Propofol is one of the first-line sedative-hypnotic agents for critically ill adults requiring mechanical ventilation. Although propofol can elevate triglyceride levels, and the latter is a risk factor for pancreatitis, the association between propofol and acute pancreatitis is unclear. <b>Objectives:</b> We sought to determine the clinical impact and potential associations between propofol infusion, hypertriglyceridemia, and acute pancreatitis. <b>Methods:</b> This is an observational multicenter study of adults (⩾18 yr old) who were admitted to an intensive care unit, who required mechanical ventilation and received continuous propofol infusion for at least 24 hours. The primary outcomes were the frequency of hypertriglyceridemia (>400 mg/dl) and acute pancreatitis. Further analyses were done to determine the clinical impact of elevated triglyceride levels (i.e., sedation changes) and risk factors for pancreatitis development. <b>Results:</b> Of 11,828 patients included, 33.2% (<i>n</i> = 3,922) had triglyceride levels measured, of whom 21.7% (<i>n</i> = 851) had hypertriglyceridemia at 4.5 days (SD = 6.8) after propofol initiation. Of those still requiring sedation, 70.4% (<i>n</i> = 576/818) received alternative sedatives after developing hypertriglyceridemia. Pancreatitis occurred in 1.2% of patients (<i>n</i> = 47/3,922) and was more frequent in those with hypertriglyceridemia (3.2%, 27/851; vs. 0.7%, 20/3,071; <i>P</i> < 0.001). After adjustment for potential confounding variables, each 100 mg/dl increase in triglyceride levels was associated with an 11% increase in risk of pancreatitis. Propofol dose was not associated with pancreatitis development. <b>Conclusions:</b> Acute pancreatitis is uncommon in patients receiving propofol infusion, and it occurs over a wide range of triglyceride levels, indicating a multifactorial pathophysiology. Hypertriglyceridemia frequently prompts the use of alternative sedatives. Further study is needed to determine how to best monitor and treat hypertriglyceridemia in critically ill patients receiving propofol infusion.</p>","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":"235-246"},"PeriodicalIF":0.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142407336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}