Pub Date : 2024-12-05Print Date: 2024-12-01DOI: 10.1183/13993003.01828-2024
Andreas von Leupoldt, Carine Karachi, Valentina Jelinčić
{"title":"Relieving dyspnoea through the brain.","authors":"Andreas von Leupoldt, Carine Karachi, Valentina Jelinčić","doi":"10.1183/13993003.01828-2024","DOIUrl":"10.1183/13993003.01828-2024","url":null,"abstract":"","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":"64 6","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142784679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-28Print Date: 2024-11-01DOI: 10.1183/13993003.00907-2024
Pei Yee Tiew, Janice M Leung, Micheál Mac Aogáin, Parteek Johal, Tavleen Kaur Jaggi, Agnes Che Yan Yuen, Fransiskus Xaverius Ivan, Julia Yang, Tina Afshar, Augustine Tee, Mariko Siyue Koh, Yee Hui Lim, Anthony Wong, Lakshmi Chandrasekaran, Justine G Dacanay, Daniela I Drautz-Moses, Thun How Ong, John A Abisheganaden, Fook Tim Chew, Stephan C Schuster, Christopher Carlsten, Sanjay H Chotirmall
Background: Sensitisation to Aspergillus fumigatus is linked to worse outcomes in patients with COPD; however, its prevalence and clinical implications in domestic (residential) settings remains unknown.
Methods: Individuals with COPD (n=43) recruited in Singapore had their residences prospectively sampled and assessed by shotgun metagenomic sequencing including indoor air, outdoor air and touch surfaces (a total of 126 specimens). The abundance of environmental A. fumigatus and the occurrence of A. fumigatus (Asp f) allergens in the environment were determined and immunological responses to A. fumigatus allergens determined in association with clinical outcomes including exacerbation frequency. Findings were validated in 12 individuals (31 specimens) with COPD in Vancouver, Canada, a climatically different region.
Results: 157 metagenomes from 43 homes were assessed. 11 and nine separate Aspergillus spp. were identified in Singapore and Vancouver, respectively. Despite climatic, temperature and humidity variation, A. fumigatus was detectable in the environment from both locations. The relative abundance of environmental A. fumigatus was significantly associated with exacerbation frequency in both Singapore (r=0.27, p=0.003) and Vancouver (r=0.49, p=0.01) and individuals with higher Asp f 3 sensitisation responses lived in homes with a greater abundance of environmental Asp f 3 allergens (p=0.037). Patients exposed and sensitised to Asp f 3 allergens demonstrated a higher rate of COPD exacerbations at 1-year follow-up (p=0.021).
Conclusion: Environmental A. fumigatus exposure in the home environment including air and surfaces with resulting sensitisation carries pathogenic potential in individuals with COPD. Targeting domestic A. fumigatus abundance may reduce COPD exacerbations.
背景:对烟曲霉菌的过敏与慢性阻塞性肺病(COPD)患者的预后恶化有关,但其在家庭(住宅)环境中的流行程度和临床影响仍不清楚:在新加坡招募的慢性阻塞性肺病患者(43 人)对其住所进行了前瞻性采样,并通过霰弹枪元基因组测序法对室内空气、室外空气和接触表面(共 126 份标本)进行了评估。测定了环境中烟曲霉菌的丰度和烟曲霉菌(Asp f)过敏原的发生率,并测定了烟曲霉菌过敏原与临床结果(包括恶化频率)相关的免疫反应。研究结果在气候不同的加拿大温哥华地区的 12 名慢性阻塞性肺病患者(31 份标本)中得到了验证:结果:对来自 43 个家庭的 157 个元基因组进行了评估。结果:对来自 43 个家庭的 157 个元基因组进行了评估,在新加坡和温哥华分别发现了 11 个和 9 个不同的曲霉菌属。尽管气候、温度和湿度存在差异,但两地的环境中都能检测到曲霉菌。在新加坡(r=0.27,p=0.003)和温哥华(r=0.49,p=0.01),环境中烟曲霉的相对含量与病情恶化频率有显著相关性,Asp f 3致敏反应较高的人居住在环境中Asp f 3过敏原含量较高的家庭中(p=0.037)。暴露于Asp f 3过敏原并对其过敏的患者在1年随访时慢性阻塞性肺病加重率较高(p=0.021):结论:家庭环境中的烟曲霉菌暴露,包括空气和物体表面,会导致慢性阻塞性肺病患者致敏,并具有致病潜力。针对家用烟曲霉的丰度可减少慢性阻塞性肺病的恶化。
{"title":"Residential exposure to <i>Aspergillus</i> spp<i>.</i> is associated with exacerbations in COPD.","authors":"Pei Yee Tiew, Janice M Leung, Micheál Mac Aogáin, Parteek Johal, Tavleen Kaur Jaggi, Agnes Che Yan Yuen, Fransiskus Xaverius Ivan, Julia Yang, Tina Afshar, Augustine Tee, Mariko Siyue Koh, Yee Hui Lim, Anthony Wong, Lakshmi Chandrasekaran, Justine G Dacanay, Daniela I Drautz-Moses, Thun How Ong, John A Abisheganaden, Fook Tim Chew, Stephan C Schuster, Christopher Carlsten, Sanjay H Chotirmall","doi":"10.1183/13993003.00907-2024","DOIUrl":"10.1183/13993003.00907-2024","url":null,"abstract":"<p><strong>Background: </strong>Sensitisation to <i>Aspergillus fumigatus</i> is linked to worse outcomes in patients with COPD; however, its prevalence and clinical implications in domestic (residential) settings remains unknown.</p><p><strong>Methods: </strong>Individuals with COPD (n=43) recruited in Singapore had their residences prospectively sampled and assessed by shotgun metagenomic sequencing including indoor air, outdoor air and touch surfaces (a total of 126 specimens). The abundance of environmental <i>A. fumigatus</i> and the occurrence of <i>A. fumigatus</i> (Asp f) allergens in the environment were determined and immunological responses to <i>A. fumigatus</i> allergens determined in association with clinical outcomes including exacerbation frequency. Findings were validated in 12 individuals (31 specimens) with COPD in Vancouver, Canada, a climatically different region.</p><p><strong>Results: </strong>157 metagenomes from 43 homes were assessed. 11 and nine separate <i>Aspergillus</i> spp<i>.</i> were identified in Singapore and Vancouver, respectively. Despite climatic, temperature and humidity variation, <i>A. fumigatus</i> was detectable in the environment from both locations. The relative abundance of environmental <i>A. fumigatus</i> was significantly associated with exacerbation frequency in both Singapore (r=0.27, p=0.003) and Vancouver (r=0.49, p=0.01) and individuals with higher Asp f 3 sensitisation responses lived in homes with a greater abundance of environmental Asp f 3 allergens (p=0.037). Patients exposed and sensitised to Asp f 3 allergens demonstrated a higher rate of COPD exacerbations at 1-year follow-up (p=0.021).</p><p><strong>Conclusion: </strong>Environmental <i>A. fumigatus</i> exposure in the home environment including air and surfaces with resulting sensitisation carries pathogenic potential in individuals with COPD. Targeting domestic <i>A. fumigatus</i> abundance may reduce COPD exacerbations.</p>","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":" ","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11602665/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142371417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-28Print Date: 2024-11-01DOI: 10.1183/13993003.01759-2024
Robert Naeije
{"title":"The limits of normal of pulmonary arterial wedge pressure.","authors":"Robert Naeije","doi":"10.1183/13993003.01759-2024","DOIUrl":"https://doi.org/10.1183/13993003.01759-2024","url":null,"abstract":"","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":"64 5","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142750515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-28Print Date: 2024-11-01DOI: 10.1183/13993003.01900-2024
Katarina Zeder, Alexander Avian, Horst Olschewski, Gabor Kovacs
{"title":"Reply to: The limits of normal of pulmonary arterial wedge pressure.","authors":"Katarina Zeder, Alexander Avian, Horst Olschewski, Gabor Kovacs","doi":"10.1183/13993003.01900-2024","DOIUrl":"10.1183/13993003.01900-2024","url":null,"abstract":"","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":"64 5","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11602664/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142750513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-28Print Date: 2024-11-01DOI: 10.1183/13993003.00803-2024
Tavleen Kaur Jaggi, Ritesh Agarwal, Pei Yee Tiew, Anand Shah, Emily C Lydon, Chadi A Hage, Grant W Waterer, Charles R Langelier, Laurence Delhaes, Sanjay H Chotirmall
Fungal lung disease encompasses a wide spectrum of organisms and associated clinical conditions, presenting a significant global health challenge. The type and severity of disease are determined by underlying host immunity and infecting fungal strain. The most common group of diseases are associated with the filamentous fungus Aspergillus species and include allergic bronchopulmonary aspergillosis, sensitisation, aspergilloma and chronic and invasive pulmonary aspergillosis. Fungal lung disease remains epidemiologically heterogenous and is influenced by geography, environment and host comorbidities. Diagnostic modalities continue to evolve and now include novel molecular assays and biomarkers; however, persisting challenges include achieving rapid and accurate diagnosis, particularly in resource-limited settings, and in differentiating fungal infection from other pulmonary conditions. Treatment strategies for fungal lung diseases rely mainly on antifungal agents but the emergence of drug-resistant strains poses a substantial global threat and adds complexity to existing therapeutic challenges. Emerging antifungal agents and increasing insight into the lung mycobiome may offer fresh and personalised approaches to diagnosis and treatment. Innovative methodologies are required to mitigate drug resistance and the adverse effects of treatment. This state-of-the-art review describes the current landscape of fungal lung disease, highlighting key clinical insights, current challenges and emerging approaches for its diagnosis and treatment.
{"title":"Fungal lung disease.","authors":"Tavleen Kaur Jaggi, Ritesh Agarwal, Pei Yee Tiew, Anand Shah, Emily C Lydon, Chadi A Hage, Grant W Waterer, Charles R Langelier, Laurence Delhaes, Sanjay H Chotirmall","doi":"10.1183/13993003.00803-2024","DOIUrl":"10.1183/13993003.00803-2024","url":null,"abstract":"<p><p>Fungal lung disease encompasses a wide spectrum of organisms and associated clinical conditions, presenting a significant global health challenge. The type and severity of disease are determined by underlying host immunity and infecting fungal strain. The most common group of diseases are associated with the filamentous fungus <i>Aspergillus</i> species and include allergic bronchopulmonary aspergillosis, sensitisation, aspergilloma and chronic and invasive pulmonary aspergillosis. Fungal lung disease remains epidemiologically heterogenous and is influenced by geography, environment and host comorbidities. Diagnostic modalities continue to evolve and now include novel molecular assays and biomarkers; however, persisting challenges include achieving rapid and accurate diagnosis, particularly in resource-limited settings, and in differentiating fungal infection from other pulmonary conditions. Treatment strategies for fungal lung diseases rely mainly on antifungal agents but the emergence of drug-resistant strains poses a substantial global threat and adds complexity to existing therapeutic challenges. Emerging antifungal agents and increasing insight into the lung mycobiome may offer fresh and personalised approaches to diagnosis and treatment. Innovative methodologies are required to mitigate drug resistance and the adverse effects of treatment. This state-of-the-art review describes the current landscape of fungal lung disease, highlighting key clinical insights, current challenges and emerging approaches for its diagnosis and treatment.</p>","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":" ","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11602666/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142371414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-28Print Date: 2024-11-01DOI: 10.1183/13993003.01947-2023
Firoozeh V Gerayeli, Hye Yun Park, Stephen Milne, Xuan Li, Chen Xi Yang, Josie Tuong, Rachel L Eddy, Seyed Milad Vahedi, Elizabeth Guinto, Chung Y Cheung, Julia S W Yang, Cassie Gilchrist, Dina Yehia, Tara Stach, Hong Dang, Clarus Leung, Tawimas Shaipanich, Jonathon Leipsic, Graeme J Koelwyn, Janice M Leung, Don D Sin
Aim: To elucidate the important cellular and molecular drivers of pulmonary long COVID, we generated a single-cell transcriptomic map of the airway mucosa using bronchial brushings from patients with long COVID who reported persistent pulmonary symptoms.
Method: Adults with and without long COVID were recruited from the general community in Greater Vancouver, Canada. The cohort was divided into those with pulmonary long COVID, which was defined as persons with new or worsening respiratory symptoms following ≥12 weeks from their initial acute severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (n=9); and control subjects defined as SARS-CoV-2 infected persons whose acute respiratory symptoms had fully resolved or individuals who had no history of acute coronavirus disease 2019 (COVID-19) (n=9). These participants underwent bronchoscopy from which a single cell suspension was created from bronchial brush samples and then sequenced.
Results: A total of 56 906 cells were recovered for the downstream analysis, with 34 840 cells belonging to the pulmonary long COVID group, which strikingly showed a unique cluster of neutrophils in the pulmonary long COVID group (p<0.05). Ingenuity Pathway Analysis revealed that the neutrophil degranulation pathway was enriched across epithelial cell clusters. Differential gene expression analysis between the pulmonary long COVID and control groups demonstrated upregulation of inflammatory chemokines and epithelial barrier dysfunction across epithelial cell clusters, as well as over-expression of mucin genes across secretory cell clusters.
Conclusion: A single-cell transcriptomic landscape of the small airways suggest that neutrophils may play a significant role in mediating the chronic small airway inflammation driving pulmonary symptoms of long COVID.
{"title":"Single-cell sequencing reveals cellular landscape alterations in the airway mucosa of patients with pulmonary long COVID.","authors":"Firoozeh V Gerayeli, Hye Yun Park, Stephen Milne, Xuan Li, Chen Xi Yang, Josie Tuong, Rachel L Eddy, Seyed Milad Vahedi, Elizabeth Guinto, Chung Y Cheung, Julia S W Yang, Cassie Gilchrist, Dina Yehia, Tara Stach, Hong Dang, Clarus Leung, Tawimas Shaipanich, Jonathon Leipsic, Graeme J Koelwyn, Janice M Leung, Don D Sin","doi":"10.1183/13993003.01947-2023","DOIUrl":"10.1183/13993003.01947-2023","url":null,"abstract":"<p><strong>Aim: </strong>To elucidate the important cellular and molecular drivers of pulmonary long COVID, we generated a single-cell transcriptomic map of the airway mucosa using bronchial brushings from patients with long COVID who reported persistent pulmonary symptoms.</p><p><strong>Method: </strong>Adults with and without long COVID were recruited from the general community in Greater Vancouver, Canada. The cohort was divided into those with pulmonary long COVID, which was defined as persons with new or worsening respiratory symptoms following ≥12 weeks from their initial acute severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (n=9); and control subjects defined as SARS-CoV-2 infected persons whose acute respiratory symptoms had fully resolved or individuals who had no history of acute coronavirus disease 2019 (COVID-19) (n=9). These participants underwent bronchoscopy from which a single cell suspension was created from bronchial brush samples and then sequenced.</p><p><strong>Results: </strong>A total of 56 906 cells were recovered for the downstream analysis, with 34 840 cells belonging to the pulmonary long COVID group, which strikingly showed a unique cluster of neutrophils in the pulmonary long COVID group (p<0.05). Ingenuity Pathway Analysis revealed that the neutrophil degranulation pathway was enriched across epithelial cell clusters. Differential gene expression analysis between the pulmonary long COVID and control groups demonstrated upregulation of inflammatory chemokines and epithelial barrier dysfunction across epithelial cell clusters, as well as over-expression of mucin genes across secretory cell clusters.</p><p><strong>Conclusion: </strong>A single-cell transcriptomic landscape of the small airways suggest that neutrophils may play a significant role in mediating the chronic small airway inflammation driving pulmonary symptoms of long COVID.</p>","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":" ","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11602667/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142344446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-27DOI: 10.1183/13993003.01001-2024
James Liley, Katherine Bunclark, Michael Newnham, John Cannon, Karen Sheares, Dolores Taboada, Choo Ng, Nicholas Screaton, David Jenkins, Joanna Pepke-Zaba, Mark Toshner
Background: Risk prediction tools are routinely utilised in cardiothoracic surgery but have not been developed for pulmonary endarterectomy (PEA). There is no data on whether patients undergoing PEA may benefit from a tailored risk modelling approach. We develop and validate a clinically-usable tool to predict PEA 90-day mortality (90 DM) with the secondary aim of informing factors that may influence five-year mortality (5 YM) and improvement in patient-reported outcomes (PROchange) using common clinical assessment parameters. Derived model predictions were compared to those of the currently most widely implemented cardiothoracic surgery risk tool, EuroSCORE II.
Methods: Consecutive patients undergoing PEA for chronic thromboembolic pulmonary hypertension (CTEPH) between 2007 and 2018 (n=1334) were included in a discovery dataset. Outcome predictors included an intentionally broad array of variables, incorporating demographic, functional and physiological measures. Three statistical models (linear regression, penalised linear regression and random forest) were considered per outcome, each calibrated, fitted and assessed using cross-validation, ensuring internal consistency. The best predictive models were incorporated into an open-source PEA risk tool and validated using a separate prospective PEA cohort from 2019 to 2021 (n=443) at the same institution.
Results: Random forest models had the greatest predictive accuracy for all three outcomes. Novel risk models had acceptable discriminatory ability for outcome 90 DM (AUROC 0.82) outperforming that of EuroSCORE II (AUROC 0.65). CTEPH related factors were important for outcome 90 DM but 5 YM was driven by non-CTEPH factors, dominated by generic cardiovascular risk. We were unable to accurately predict a positive improvement in PRO status (AUROC 0.47).
Conclusions: Operative mortality from PEA can be predicted pre-operatively to a potentially clinically useful degree. Our validated models enable individualised risk stratification at clinician point-of-care to better inform shared decision making.
背景:风险预测工具是心胸外科手术的常规工具,但尚未开发用于肺动脉内膜剥脱术(PEA)的工具。目前还没有数据显示接受肺动脉内膜剥脱术的患者是否能从定制的风险建模方法中获益。我们开发并验证了一种可用于临床的工具,用于预测 PEA 90 天死亡率(90 DM),其次是利用常见的临床评估参数,告知可能影响五年死亡率(5 YM)和患者报告结果(PROchange)改善的因素。得出的模型预测结果与目前最广泛使用的心胸外科风险工具 EuroSCORE II 的预测结果进行了比较:2007年至2018年期间因慢性血栓栓塞性肺动脉高压(CTEPH)接受PEA手术的连续患者(n=1334)被纳入发现数据集。结果预测因素包括一系列变量,包括人口统计学、功能和生理指标。每个结果都考虑了三个统计模型(线性回归、惩罚线性回归和随机森林),每个模型都通过交叉验证进行了校准、拟合和评估,以确保内部一致性。最佳预测模型被纳入开源PEA风险工具,并通过同一机构2019年至2021年的单独前瞻性PEA队列(n=443)进行验证:随机森林模型对所有三种结果的预测准确性最高。新型风险模型对结果90 DM的判别能力(AUROC 0.82)优于EuroSCORE II(AUROC 0.65)。CTEPH 相关因素对 90 DM 结果很重要,但 5 YM 则是由非 CTEPH 因素驱动的,主要是一般心血管风险。我们无法准确预测PRO状态的积极改善(AUROC 0.47):结论:PEA的手术死亡率可以在术前预测,其程度可能对临床有用。我们的验证模型可在临床医生护理点进行个体化风险分层,为共同决策提供更好的信息。
{"title":"Development of an open-source tool for risk assessment in pulmonary endarterectomy.","authors":"James Liley, Katherine Bunclark, Michael Newnham, John Cannon, Karen Sheares, Dolores Taboada, Choo Ng, Nicholas Screaton, David Jenkins, Joanna Pepke-Zaba, Mark Toshner","doi":"10.1183/13993003.01001-2024","DOIUrl":"https://doi.org/10.1183/13993003.01001-2024","url":null,"abstract":"<p><strong>Background: </strong>Risk prediction tools are routinely utilised in cardiothoracic surgery but have not been developed for pulmonary endarterectomy (PEA). There is no data on whether patients undergoing PEA may benefit from a tailored risk modelling approach. We develop and validate a clinically-usable tool to predict PEA 90-day mortality (90 DM) with the secondary aim of informing factors that may influence five-year mortality (5 YM) and improvement in patient-reported outcomes (PROchange) using common clinical assessment parameters. Derived model predictions were compared to those of the currently most widely implemented cardiothoracic surgery risk tool, EuroSCORE II.</p><p><strong>Methods: </strong>Consecutive patients undergoing PEA for chronic thromboembolic pulmonary hypertension (CTEPH) between 2007 and 2018 (n=1334) were included in a discovery dataset. Outcome predictors included an intentionally broad array of variables, incorporating demographic, functional and physiological measures. Three statistical models (linear regression, penalised linear regression and random forest) were considered per outcome, each calibrated, fitted and assessed using cross-validation, ensuring internal consistency. The best predictive models were incorporated into an open-source PEA risk tool and validated using a separate prospective PEA cohort from 2019 to 2021 (n=443) at the same institution.</p><p><strong>Results: </strong>Random forest models had the greatest predictive accuracy for all three outcomes. Novel risk models had acceptable discriminatory ability for outcome 90 DM (AUROC 0.82) outperforming that of EuroSCORE II (AUROC 0.65). CTEPH related factors were important for outcome 90 DM but 5 YM was driven by non-CTEPH factors, dominated by generic cardiovascular risk. We were unable to accurately predict a positive improvement in PRO status (AUROC 0.47).</p><p><strong>Conclusions: </strong>Operative mortality from PEA can be predicted pre-operatively to a potentially clinically useful degree. Our validated models enable individualised risk stratification at clinician point-of-care to better inform shared decision making.</p>","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":" ","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142738949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-27DOI: 10.1183/13993003.01070-2024
Daniel He, Sabina A Guler, Casey P Shannon, Christopher J Ryerson, Scott J Tebbutt
Objective: Gene expression (transcriptomics) studies have revealed potential mechanisms of interstitial lung disease (ILD), yet sample sizes of studies are often limited and between-subtype comparisons are scarce. The aim of this study was to identify and validate consensus transcriptomic signatures of ILD subtypes.
Methods: We performed a systematic review and meta-analysis of fibrotic ILD transcriptomics studies using an individual participant data approach, and included studies examining bulk transcriptomics of human adult ILD samples and excluding those focusing on individual cell populations. Patient-level data and expression matrices were extracted from 43 studies and integrated using a multivariable integrative algorithm to develop ILD classification models.
Results: Using 1459 samples from 24 studies, we identified transcriptomic signatures for idiopathic pulmonary fibrosis (IPF), hypersensitivity pneumonitis (HP), idiopathic nonspecific interstitial pneumonia (NSIP), and systemic sclerosis-associated ILD (SSc-ILD) against control samples, which were validated on 308 samples from 8 studies (area under receiver operating curve [AUC]=0.99 [95% CI: 0.99-1.00], HP AUC=0.91 [0.84-0.99], NSIP AUC=0.94 [0.88-0.99], SSc-ILD AUC=0.98 [0.93-1.00]). Significantly, meta-analysis allowed, for the first time, identification of robust lung transcriptomics signatures to discriminate IPF (AUC=0.71 [0.63-0.79]) and HP (AUC=0.76 [0.63-0.89]) from other fibrotic ILDs, and unsupervised learning algorithms identified putative molecular endotypes of ILD associated with decreased forced vital capacity (FVC) and diffusing capacity of the lungs for carbon monoxide (DLCO) % predicted. Transcriptomics signatures were reflective of both cell-specific and disease-specific changes in gene expression.
Conclusion: We present the first systematic review and largest meta-analysis of fibrotic ILD transcriptomics to date, identifying reproducible transcriptomic signatures with clinical relevance.
{"title":"Transcriptomics of interstitial lung disease: a systematic review and meta-analysis.","authors":"Daniel He, Sabina A Guler, Casey P Shannon, Christopher J Ryerson, Scott J Tebbutt","doi":"10.1183/13993003.01070-2024","DOIUrl":"https://doi.org/10.1183/13993003.01070-2024","url":null,"abstract":"<p><strong>Objective: </strong>Gene expression (transcriptomics) studies have revealed potential mechanisms of interstitial lung disease (ILD), yet sample sizes of studies are often limited and between-subtype comparisons are scarce. The aim of this study was to identify and validate consensus transcriptomic signatures of ILD subtypes.</p><p><strong>Methods: </strong>We performed a systematic review and meta-analysis of fibrotic ILD transcriptomics studies using an individual participant data approach, and included studies examining bulk transcriptomics of human adult ILD samples and excluding those focusing on individual cell populations. Patient-level data and expression matrices were extracted from 43 studies and integrated using a multivariable integrative algorithm to develop ILD classification models.</p><p><strong>Results: </strong>Using 1459 samples from 24 studies, we identified transcriptomic signatures for idiopathic pulmonary fibrosis (IPF), hypersensitivity pneumonitis (HP), idiopathic nonspecific interstitial pneumonia (NSIP), and systemic sclerosis-associated ILD (SSc-ILD) against control samples, which were validated on 308 samples from 8 studies (area under receiver operating curve [AUC]=0.99 [95% CI: 0.99-1.00], HP AUC=0.91 [0.84-0.99], NSIP AUC=0.94 [0.88-0.99], SSc-ILD AUC=0.98 [0.93-1.00]). Significantly, meta-analysis allowed, for the first time, identification of robust lung transcriptomics signatures to discriminate IPF (AUC=0.71 [0.63-0.79]) and HP (AUC=0.76 [0.63-0.89]) from other fibrotic ILDs, and unsupervised learning algorithms identified putative molecular endotypes of ILD associated with decreased forced vital capacity (FVC) and diffusing capacity of the lungs for carbon monoxide (D<sub>LCO</sub>) % predicted. Transcriptomics signatures were reflective of both cell-specific and disease-specific changes in gene expression.</p><p><strong>Conclusion: </strong>We present the first systematic review and largest meta-analysis of fibrotic ILD transcriptomics to date, identifying reproducible transcriptomic signatures with clinical relevance.</p>","PeriodicalId":12265,"journal":{"name":"European Respiratory Journal","volume":" ","pages":""},"PeriodicalIF":16.6,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142738955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}