Pub Date : 2025-11-18DOI: 10.1136/bmjresp-2025-003355
Brandon Temte, Kyle A Carey, Alexandra Spicer, Nirav Shah, Christopher Winslow, Emily Gilbert, Majid Afshar, Dana Edelson, Matthew Churpek
Introduction: High-flow nasal cannula (HFNC) is an important treatment option for acute hypoxic respiratory failure and can improve outcomes. However, patients on a prolonged duration of HFNC have worse clinical outcomes and increased mortality. It is difficult to determine which patients will fail HFNC support at the time of initiation.
Research question: Does an externally validated machine learning model predict HFNC failure with greater discrimination compared with the ROX Index?
Study design and methods: Adult inpatients hospitalised at seven hospitals in four health systems who received HFNC were eligible for inclusion. Patients were excluded if they were intubated before first HFNC initiation, experienced the primary outcome <1 hour after HFNC initiation, unable to calculate the ROX Index or began HFNC or experienced intubation or death in a location other than the studied locations. A gradient boosting model was used to predict the primary composite outcome of intubation or death within the next 24 hours at the time of HFNC initiation. The model was compared with the previously published ROX index.
Results: Of the 11 618 patients included in the study, 6787 were in the training cohort and 4831 were in the testing cohort. The primary outcome occurred in 1410 of 11 618 (12.1%) patients at 24 hours. In external validation, the area under the operating curve of the model for predicting HFNC failure within 24 hours was 0.760, which was significantly higher than the ROX index (0.696; p value <0.001). This improvement in performance was consistent at all studied time periods, including 2, 6 and 12 hours after HFNC initiation.
Interpretation: In this study, we developed and externally validated a novel machine learning algorithm that outperforms the ROX Index in predicting failure of HFNC in patients with acute hypoxic respiratory failure. This model could augment clinical decision-making when treating patients with this morbid condition.
{"title":"Development and external validation of a machine learning model to predict high flow nasal cannula failure.","authors":"Brandon Temte, Kyle A Carey, Alexandra Spicer, Nirav Shah, Christopher Winslow, Emily Gilbert, Majid Afshar, Dana Edelson, Matthew Churpek","doi":"10.1136/bmjresp-2025-003355","DOIUrl":"10.1136/bmjresp-2025-003355","url":null,"abstract":"<p><strong>Introduction: </strong>High-flow nasal cannula (HFNC) is an important treatment option for acute hypoxic respiratory failure and can improve outcomes. However, patients on a prolonged duration of HFNC have worse clinical outcomes and increased mortality. It is difficult to determine which patients will fail HFNC support at the time of initiation.</p><p><strong>Research question: </strong>Does an externally validated machine learning model predict HFNC failure with greater discrimination compared with the ROX Index?</p><p><strong>Study design and methods: </strong>Adult inpatients hospitalised at seven hospitals in four health systems who received HFNC were eligible for inclusion. Patients were excluded if they were intubated before first HFNC initiation, experienced the primary outcome <1 hour after HFNC initiation, unable to calculate the ROX Index or began HFNC or experienced intubation or death in a location other than the studied locations. A gradient boosting model was used to predict the primary composite outcome of intubation or death within the next 24 hours at the time of HFNC initiation. The model was compared with the previously published ROX index.</p><p><strong>Results: </strong>Of the 11 618 patients included in the study, 6787 were in the training cohort and 4831 were in the testing cohort. The primary outcome occurred in 1410 of 11 618 (12.1%) patients at 24 hours. In external validation, the area under the operating curve of the model for predicting HFNC failure within 24 hours was 0.760, which was significantly higher than the ROX index (0.696; p value <0.001). This improvement in performance was consistent at all studied time periods, including 2, 6 and 12 hours after HFNC initiation.</p><p><strong>Interpretation: </strong>In this study, we developed and externally validated a novel machine learning algorithm that outperforms the ROX Index in predicting failure of HFNC in patients with acute hypoxic respiratory failure. This model could augment clinical decision-making when treating patients with this morbid condition.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-18DOI: 10.1136/bmjresp-2025-003449
Karol Kamil Bączek, Sia Leng Cheng, Gina Amanda, Andrew Achaiah, Lucile Sesé, Nazia Chaudhuri
Introduction: Sex and ethnicity influence sarcoidosis internationally, but UK data are limited. We analysed the British Thoracic Society Interstitial Lung Disease Registry to assess whether gender or ethnic differences affect presentation and management of pulmonary sarcoidosis in the UK.
Methods: A retrospective study included adults with confirmed pulmonary sarcoidosis recorded between January 2013 and December 2024. Demographics, symptoms, comorbidities, investigations, radiology, treatment and Index of Multiple Deprivation were extracted. Group comparisons used χ², t-tests or Mann-Whitney U tests; multivariable logistic regression identified factors associated with immunosuppressive initiation.
Results: Among 1071 patients, 55.5% were male; median age 54 years (SD 13). Ethnicity was documented in 918 (85.7%): 55.4% white, 14.2% non-white (black, South Asian, mixed).Gender: Women presented older than men (56 vs 52 years; p=0.002) and reported more fatigue, higher erythrocyte sedimentation rate and prior tuberculosis. Men had more lymphopenia, elevated ACE and arrhythmia. Lung function and CT patterns were similar, but methotrexate use was higher in men (4.9% vs 2.3%; p=0.017).Non-white patients presented younger (52 vs 54 years; p<0.001) with greater symptom burden (breathlessness 46% vs 33%; cough 44% vs 27%) and more comorbidities (hypertension, diabetes, tuberculosis). Physiology was comparable, but CT nodularity (54% vs 36%) and abnormal liver tests (16% vs 9%) were more frequent, and mycophenolate was prescribed more often (3.7% vs 0.3%; p=0.036).In multivariable analysis, male sex (OR 2.34), non-white ethnicity (OR 3.20), breathlessness (OR 2.05) and lower forced vital capacity (OR 0.97 per % predicted) were independently associated with immunosuppressive treatment (all p≤0.031).
Conclusions: In this UK cohort, treatment decisions were more influenced by sex and ethnicity than by lung function or imaging. Male and non-white patients received immunosuppression more frequently, suggesting possible biological, socioeconomic or practice-related differences.
性别和种族在国际上影响结节病,但英国的数据有限。我们分析了英国胸科学会间质性肺疾病登记,以评估性别或种族差异是否影响英国肺结节病的表现和治疗。方法:对2013年1月至2024年12月确诊肺结节病的成年人进行回顾性研究。提取人口统计学、症状、合并症、调查、放射学、治疗和多重剥夺指数。组间比较采用χ 2、t检验或Mann-Whitney U检验;多变量逻辑回归确定了与免疫抑制起始相关的因素。结果:1071例患者中男性占55.5%;中位年龄54岁(标准差13)。918人(85.7%)有种族记录:白人55.4%,非白人(黑人、南亚人、混血儿)14.2%。性别:女性比男性年龄大(56岁vs 52岁;p=0.002),报告更疲劳,更高的红细胞沉降率和既往结核病。男性有更多的淋巴细胞减少、ACE升高和心律失常。肺功能和CT表现相似,但男性使用甲氨蝶呤的比例更高(4.9% vs 2.3%; p=0.017)。结论:在这个英国队列中,治疗决定更受性别和种族的影响,而不是肺功能或影像学。男性和非白人患者接受免疫抑制的频率更高,这表明可能存在生物学、社会经济或实践相关的差异。
{"title":"Exploring gender and ethnic disparities in sarcoidosis: insights from the British Thoracic Society UK Interstitial Lung Disease Registry.","authors":"Karol Kamil Bączek, Sia Leng Cheng, Gina Amanda, Andrew Achaiah, Lucile Sesé, Nazia Chaudhuri","doi":"10.1136/bmjresp-2025-003449","DOIUrl":"10.1136/bmjresp-2025-003449","url":null,"abstract":"<p><strong>Introduction: </strong>Sex and ethnicity influence sarcoidosis internationally, but UK data are limited. We analysed the British Thoracic Society Interstitial Lung Disease Registry to assess whether gender or ethnic differences affect presentation and management of pulmonary sarcoidosis in the UK.</p><p><strong>Methods: </strong>A retrospective study included adults with confirmed pulmonary sarcoidosis recorded between January 2013 and December 2024. Demographics, symptoms, comorbidities, investigations, radiology, treatment and Index of Multiple Deprivation were extracted. Group comparisons used χ², t-tests or Mann-Whitney U tests; multivariable logistic regression identified factors associated with immunosuppressive initiation.</p><p><strong>Results: </strong>Among 1071 patients, 55.5% were male; median age 54 years (SD 13). Ethnicity was documented in 918 (85.7%): 55.4% white, 14.2% non-white (black, South Asian, mixed).Gender: Women presented older than men (56 vs 52 years; p=0.002) and reported more fatigue, higher erythrocyte sedimentation rate and prior tuberculosis. Men had more lymphopenia, elevated ACE and arrhythmia. Lung function and CT patterns were similar, but methotrexate use was higher in men (4.9% vs 2.3%; p=0.017).Non-white patients presented younger (52 vs 54 years; p<0.001) with greater symptom burden (breathlessness 46% vs 33%; cough 44% vs 27%) and more comorbidities (hypertension, diabetes, tuberculosis). Physiology was comparable, but CT nodularity (54% vs 36%) and abnormal liver tests (16% vs 9%) were more frequent, and mycophenolate was prescribed more often (3.7% vs 0.3%; p=0.036).In multivariable analysis, male sex (OR 2.34), non-white ethnicity (OR 3.20), breathlessness (OR 2.05) and lower forced vital capacity (OR 0.97 per % predicted) were independently associated with immunosuppressive treatment (all p≤0.031).</p><p><strong>Conclusions: </strong>In this UK cohort, treatment decisions were more influenced by sex and ethnicity than by lung function or imaging. Male and non-white patients received immunosuppression more frequently, suggesting possible biological, socioeconomic or practice-related differences.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636952/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-18DOI: 10.1136/bmjresp-2025-003199
Ajoke Adesibikan, Parris J Williams, Andrew Cumella, Anna Francis, Anthony Laverty, Nicholas S Hopkinson, Keir E J Philip
Background: Various forms of deprivation have been linked to poor health. Emergency and unplanned healthcare utilisation (EUHU) is inefficient and represents suboptimal chronic disease management. Understanding the relationship between material deprivation-the inability to afford certain basic items of living-and EUHU in chronic obstructive pulmonary disease (COPD) may identify intervention targets. However, research is limited. This study investigates the relationship between material deprivation and the frequency of EUHU.
Methods: Data were analysed from 3472 individuals with COPD who completed an online Asthma+Lung UK survey (January-March 2024). The relationship was assessed between material deprivation (nine-item European Union Statistics on Income and Living Conditions survey) and self-reported frequency of EUHU in the preceding year in five categories.
Results: People experiencing material deprivation had higher odds of reporting a higher frequency of EUHU compared with those who were not (OR 1.27, 95% CI 1.08 to 1.49, p=0.005), independent of identified confounders. Associations were also seen with six of the nine individual items including not being able to afford mortgage/rent/utility bills, cars, unexpected expenses, heating, decent meal or a holiday. Living in cold or damp housing was associated with increased EUHU.
Discussion and conclusion: Material deprivation is associated with more frequent emergency and unplanned healthcare utilisation in COPD. Interventions targeting material deprivation may improve health outcomes and reduce EUHU.
背景:各种形式的贫困与健康状况不佳有关。紧急和计划外医疗保健利用(EUHU)是低效的,代表了次优的慢性疾病管理。了解慢性阻塞性肺疾病(COPD)患者物质匮乏(无法负担某些基本生活用品)与EUHU之间的关系可以确定干预目标。然而,研究是有限的。本研究探讨了物质剥夺与EUHU频率之间的关系。方法:对完成Asthma+Lung UK在线调查(2024年1月至3月)的3472名COPD患者的数据进行分析。评估了物质匮乏(九项欧洲联盟收入和生活条件统计调查)与前一年自我报告的EUHU频率之间的关系,分为五类。结果:与未经历物质剥夺的人相比,经历物质剥夺的人报告EUHU频率更高的几率更高(OR 1.27, 95% CI 1.08至1.49,p=0.005),与确定的混杂因素无关。在9个单项中,有6个与家庭有关联,包括无力支付抵押贷款、房租、水电费、汽车、意外支出、取暖、体面的膳食或度假。居住在寒冷或潮湿的房屋中与EUHU增加有关。讨论和结论:物质剥夺与慢性阻塞性肺病患者更频繁的急诊和计划外医疗保健利用有关。针对物质匮乏的干预措施可改善健康结果并减少EUHU。
{"title":"Relationship of material deprivation with emergency or unplanned healthcare utilisation in adults with chronic obstructive pulmonary disease: analysis from an Asthma+Lung UK survey.","authors":"Ajoke Adesibikan, Parris J Williams, Andrew Cumella, Anna Francis, Anthony Laverty, Nicholas S Hopkinson, Keir E J Philip","doi":"10.1136/bmjresp-2025-003199","DOIUrl":"10.1136/bmjresp-2025-003199","url":null,"abstract":"<p><strong>Background: </strong>Various forms of deprivation have been linked to poor health. Emergency and unplanned healthcare utilisation (EUHU) is inefficient and represents suboptimal chronic disease management. Understanding the relationship between material deprivation-the inability to afford certain basic items of living-and EUHU in chronic obstructive pulmonary disease (COPD) may identify intervention targets. However, research is limited. This study investigates the relationship between material deprivation and the frequency of EUHU.</p><p><strong>Methods: </strong>Data were analysed from 3472 individuals with COPD who completed an online Asthma+Lung UK survey (January-March 2024). The relationship was assessed between material deprivation (nine-item European Union Statistics on Income and Living Conditions survey) and self-reported frequency of EUHU in the preceding year in five categories.</p><p><strong>Results: </strong>People experiencing material deprivation had higher odds of reporting a higher frequency of EUHU compared with those who were not (OR 1.27, 95% CI 1.08 to 1.49, p=0.005), independent of identified confounders. Associations were also seen with six of the nine individual items including not being able to afford mortgage/rent/utility bills, cars, unexpected expenses, heating, decent meal or a holiday. Living in cold or damp housing was associated with increased EUHU.</p><p><strong>Discussion and conclusion: </strong>Material deprivation is associated with more frequent emergency and unplanned healthcare utilisation in COPD. Interventions targeting material deprivation may improve health outcomes and reduce EUHU.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636928/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2025-003716
Ken Junyang Goh, Mei Ting Lim, Brian Lee Wei Chua, Qiao Li Tan, Carrie Kah-Lai Leong, Jane Jing Yi Wong, Ivana Gilcrist Chiew Sian Phua, Wen Ting Lim, Si Ling Young
Background: Re-expansion pulmonary oedema (RPO) is a serious and potentially life-threatening complication following rapid drainage of pleural effusion or pneumothorax. However, the incidence and risk factors for RPO following medical thoracoscopy (MT) remains unknown.
Methods: We performed a retrospective cohort study of patients who underwent MT between January 2017 and December 2024. All procedures were performed with a semirigid thoracoscope under conscious sedation.
Results: A total of 362 patients were included in the study. Approximately half (52.8%) of patients had pleural effusions occupying >50% of the hemithorax on preprocedural chest radiographs. Malignant pleural effusion and tuberculous pleuritis accounted for 85.1% (n=308) and 8.6% (n=31) of the final diagnoses, respectively. Six (1.7%) patients developed clinical RPO with hypoxia requiring oxygen supplementation, of whom three required invasive mechanical ventilation, and one patient required non-invasive ventilation. Compared with patients without RPO, those who developed clinical RPO were younger in age (median 55 (IQR: 35-64) vs 69 (IQR: 60-75) years, p=0.031), had a higher proportion of effusions occupying >50% hemithorax (100% (6/6) vs 52.0% (185/356), p=0.031) and greater pleural fluid drainage volumes during MT (median 2795 (IQR:1425-4050) vs 1375 (IQR:1000-1831) mL, p=0.009). Radiological RPO occurred in 20 patients (6.1%). On univariable and multivariable analysis, younger age (<60 years), larger volume of pleural fluid drained and expandable lung following pleural fluid drainage were associated with the development of radiological RPO. There were no deaths related to MT or RPO in our study.
Conclusion: RPO is a clinically significant complication of MT, with younger age and large-volume effusions being possible risk factors. Physicians performing MT should exercise vigilance for RPO to facilitate early recognition and prompt management.
{"title":"Incidence and risk factors for re-expansion pulmonary oedema following medical thoracoscopy.","authors":"Ken Junyang Goh, Mei Ting Lim, Brian Lee Wei Chua, Qiao Li Tan, Carrie Kah-Lai Leong, Jane Jing Yi Wong, Ivana Gilcrist Chiew Sian Phua, Wen Ting Lim, Si Ling Young","doi":"10.1136/bmjresp-2025-003716","DOIUrl":"10.1136/bmjresp-2025-003716","url":null,"abstract":"<p><strong>Background: </strong>Re-expansion pulmonary oedema (RPO) is a serious and potentially life-threatening complication following rapid drainage of pleural effusion or pneumothorax. However, the incidence and risk factors for RPO following medical thoracoscopy (MT) remains unknown.</p><p><strong>Methods: </strong>We performed a retrospective cohort study of patients who underwent MT between January 2017 and December 2024. All procedures were performed with a semirigid thoracoscope under conscious sedation.</p><p><strong>Results: </strong>A total of 362 patients were included in the study. Approximately half (52.8%) of patients had pleural effusions occupying >50% of the hemithorax on preprocedural chest radiographs. Malignant pleural effusion and tuberculous pleuritis accounted for 85.1% (n=308) and 8.6% (n=31) of the final diagnoses, respectively. Six (1.7%) patients developed clinical RPO with hypoxia requiring oxygen supplementation, of whom three required invasive mechanical ventilation, and one patient required non-invasive ventilation. Compared with patients without RPO, those who developed clinical RPO were younger in age (median 55 (IQR: 35-64) vs 69 (IQR: 60-75) years, p=0.031), had a higher proportion of effusions occupying >50% hemithorax (100% (6/6) vs 52.0% (185/356), p=0.031) and greater pleural fluid drainage volumes during MT (median 2795 (IQR:1425-4050) vs 1375 (IQR:1000-1831) mL, p=0.009). Radiological RPO occurred in 20 patients (6.1%). On univariable and multivariable analysis, younger age (<60 years), larger volume of pleural fluid drained and expandable lung following pleural fluid drainage were associated with the development of radiological RPO. There were no deaths related to MT or RPO in our study.</p><p><strong>Conclusion: </strong>RPO is a clinically significant complication of MT, with younger age and large-volume effusions being possible risk factors. Physicians performing MT should exercise vigilance for RPO to facilitate early recognition and prompt management.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625929/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2025-003244
Tris Pickard-Michels, Nicola J Adderley, Prasad Nagakumar, Nikita Simms-Williams, Alice Sitch, Rasiah Thayakaran, Dhanusha Punyadasa, Krishnarajah Nirantharakumar, Shamil Haroon
Aim: To evaluate the association between the presence or absence of comorbid mental health disorders and the risk of asthma exacerbations in adults with prevalent asthma.
Methods: This was a cohort study of adults in England with prevalent asthma and mental health disorders (depression, anxiety, bipolar disorder and schizophrenia) between 2017 and 2019 using primary care electronic healthcare records.Adult asthma patients with mental health disorders (exposed) were matched by age, sex, ethnicity and general practice to asthma patients without a mental health disorder (unexposed) in a 1:1 ratio. The primary outcome was an exacerbation of asthma documented in primary care records. Poisson regression was used to estimate adjusted incidence rate ratios (IRR).
Results: 873 482 adults with asthma were followed up for a total of 1 580 157 years.Mean age was 49 years; 66% were female, and 78% were white. Adults with asthma and any mental health disorder had an asthma exacerbation incidence rate of 56 per 1000 person years compared with 34 per 1000 person years for those without a mental health disorder.Adults with asthma and any mental health disorder had an adjusted IRR of 1.46 (95% CI 1.44 to 1.48) compared with matched controls. The highest IRR was in those with depression (IRR 1.34, 95% CI 1.32 to 1.37), followed by those with anxiety (IRR 1.20, 95% CI 1.18 to 1.22). There were no significant differences in patients with bipolar disorder or schizophrenia compared with matched controls (IRR 1.00, 95%CI 0.93 to 1.07; and 1.03, 95% CI 0.95 to 1.11, respectively).
Conclusion: This study shows a significant increased risk of asthma exacerbations in asthma patients with depression or anxiety compared with those with asthma without comorbid mental health disorders.
目的:评价成人常见病哮喘患者存在或不存在共病性精神健康障碍与哮喘加重风险之间的关系。方法:这是一项队列研究,研究对象是2017年至2019年期间英国患有普遍哮喘和精神健康障碍(抑郁、焦虑、双相情感障碍和精神分裂症)的成年人,使用初级保健电子医疗记录。有精神健康障碍的成年哮喘患者(暴露)按年龄、性别、种族和一般做法与无精神健康障碍的哮喘患者(未暴露)按1:1的比例进行匹配。主要结局是在初级保健记录中记录的哮喘恶化。泊松回归用于估计校正发病率比(IRR)。结果:873 482例成人哮喘患者随访1 580 157年。平均年龄49岁;66%是女性,78%是白人。患有哮喘和任何精神健康障碍的成年人哮喘加重发病率为每1000人年56例,而没有精神健康障碍的成年人哮喘加重发病率为每1000人年34例。与匹配的对照组相比,患有哮喘和任何精神健康障碍的成年人的调整IRR为1.46 (95% CI 1.44至1.48)。IRR最高的是抑郁症患者(IRR 1.34, 95% CI 1.32至1.37),其次是焦虑症患者(IRR 1.20, 95% CI 1.18至1.22)。双相情感障碍或精神分裂症患者与匹配对照组相比无显著差异(IRR分别为1.00,95%CI 0.93 - 1.07;和1.03,95%CI 0.95 - 1.11)。结论:本研究显示,与无精神健康障碍的哮喘患者相比,伴有抑郁或焦虑的哮喘患者哮喘加重的风险显著增加。
{"title":"Association between mental health disorders and asthma exacerbations in adults: a retrospective cohort study in UK primary care.","authors":"Tris Pickard-Michels, Nicola J Adderley, Prasad Nagakumar, Nikita Simms-Williams, Alice Sitch, Rasiah Thayakaran, Dhanusha Punyadasa, Krishnarajah Nirantharakumar, Shamil Haroon","doi":"10.1136/bmjresp-2025-003244","DOIUrl":"10.1136/bmjresp-2025-003244","url":null,"abstract":"<p><strong>Aim: </strong>To evaluate the association between the presence or absence of comorbid mental health disorders and the risk of asthma exacerbations in adults with prevalent asthma.</p><p><strong>Methods: </strong>This was a cohort study of adults in England with prevalent asthma and mental health disorders (depression, anxiety, bipolar disorder and schizophrenia) between 2017 and 2019 using primary care electronic healthcare records.Adult asthma patients with mental health disorders (exposed) were matched by age, sex, ethnicity and general practice to asthma patients without a mental health disorder (unexposed) in a 1:1 ratio. The primary outcome was an exacerbation of asthma documented in primary care records. Poisson regression was used to estimate adjusted incidence rate ratios (IRR).</p><p><strong>Results: </strong>873 482 adults with asthma were followed up for a total of 1 580 157 years.Mean age was 49 years; 66% were female, and 78% were white. Adults with asthma and any mental health disorder had an asthma exacerbation incidence rate of 56 per 1000 person years compared with 34 per 1000 person years for those without a mental health disorder.Adults with asthma and any mental health disorder had an adjusted IRR of 1.46 (95% CI 1.44 to 1.48) compared with matched controls. The highest IRR was in those with depression (IRR 1.34, 95% CI 1.32 to 1.37), followed by those with anxiety (IRR 1.20, 95% CI 1.18 to 1.22). There were no significant differences in patients with bipolar disorder or schizophrenia compared with matched controls (IRR 1.00, 95%CI 0.93 to 1.07; and 1.03, 95% CI 0.95 to 1.11, respectively).</p><p><strong>Conclusion: </strong>This study shows a significant increased risk of asthma exacerbations in asthma patients with depression or anxiety compared with those with asthma without comorbid mental health disorders.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2024-002594
Yaëlle Devigon, Jean-Christophe Rambert
Introduction: Despite a severely degraded quality of life in the advanced stages, chronic obstructive pulmonary disease (COPD) patients rarely discuss end-of-life issues and have little access to palliative care. After knowing this fact, some organisations recommend advance care planning integrated into the respiratory rehabilitation. Considering the important role played by physiotherapists in this rehabilitation, the aim of this study is to understand the professional practices of physiotherapists regarding this planning during rehabilitation and the factors influencing these practices.
Methods: The research consisted of a qualitative study with physiotherapists practising in France and conducting respiratory rehabilitation with COPD patients. Semi-structured interviews were conducted, followed by a thematic analysis.
Results: This study shows that discussions relating to the end of life are very frequent during respiratory rehabilitation. This high prevalence appears to be influenced both by the context in which respiratory rehabilitation is completed and by the trusting relationship established between the physiotherapist and their patients. Nevertheless, these discussions are merely a draft of advance care planning, which is a broader concept. It appears that a lack of knowledge about advance care planning itself, combined with insufficient training in palliative care among professionals, as well as a lack of rigour in therapeutic education, hinders the implementation of advance care planning.
Conclusion: In spite of the limited training in palliative care and sometimes the imprecise therapeutic education, physiotherapists appear to play an important role in addressing end-of-life issues during respiratory rehabilitation. However, physiotherapists are not the only professionals who should raise these topics. This is especially important in the French healthcare system, where fewer than half of COPD patients have access to rehabilitation with a physiotherapist.
{"title":"The advance care planning in respiratory rehabilitation of chronic obstructive pulmonary disease (COPD) patients.","authors":"Yaëlle Devigon, Jean-Christophe Rambert","doi":"10.1136/bmjresp-2024-002594","DOIUrl":"10.1136/bmjresp-2024-002594","url":null,"abstract":"<p><strong>Introduction: </strong>Despite a severely degraded quality of life in the advanced stages, chronic obstructive pulmonary disease (COPD) patients rarely discuss end-of-life issues and have little access to palliative care. After knowing this fact, some organisations recommend advance care planning integrated into the respiratory rehabilitation. Considering the important role played by physiotherapists in this rehabilitation, the aim of this study is to understand the professional practices of physiotherapists regarding this planning during rehabilitation and the factors influencing these practices.</p><p><strong>Methods: </strong>The research consisted of a qualitative study with physiotherapists practising in France and conducting respiratory rehabilitation with COPD patients. Semi-structured interviews were conducted, followed by a thematic analysis.</p><p><strong>Results: </strong>This study shows that discussions relating to the end of life are very frequent during respiratory rehabilitation. This high prevalence appears to be influenced both by the context in which respiratory rehabilitation is completed and by the trusting relationship established between the physiotherapist and their patients. Nevertheless, these discussions are merely a draft of advance care planning, which is a broader concept. It appears that a lack of knowledge about advance care planning itself, combined with insufficient training in palliative care among professionals, as well as a lack of rigour in therapeutic education, hinders the implementation of advance care planning.</p><p><strong>Conclusion: </strong>In spite of the limited training in palliative care and sometimes the imprecise therapeutic education, physiotherapists appear to play an important role in addressing end-of-life issues during respiratory rehabilitation. However, physiotherapists are not the only professionals who should raise these topics. This is especially important in the French healthcare system, where fewer than half of COPD patients have access to rehabilitation with a physiotherapist.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625847/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2025-003653
Tess Volckaerts, David Ruttens, Kirsten Quadflieg, Chris Burtin, Dries Cops, Kevin De Soomer, Ella Roelant, Iris Verhaegen, Marc Daenen, Maarten Criel, Dirk Vissers, Therese Lapperre
Background: Pulmonary rehabilitation (PR) improves physical status and symptoms in patients with long COVID, but access to specialised hospital-based centres is challenging. This trial studied the effect of primary care PR on functional exercise capacity and symptoms in patients with long COVID.
Methods: In this pragmatic randomised controlled trial (PuRe-COVID), patients with long COVID were randomised to a 12-week stepwise PR programme in primary care, or to a control group without PR. The primary end point was change in 6 min walk distance (6MWD) from baseline to 12 weeks. Additional outcomes, measured at 6, 12, 24 and 36 weeks, included patient-reported outcomes, physical activity, maximal inspiratory (MIP) and expiratory pressures and hand grip strength.
Results: In total, 76 patients were randomised (PR/control group (n=39/37); mean age 49±13 years). The change in 6MWD at 12 weeks was estimated to be +39 m in the PR group compared with the control group (95% CI (18 to 59), p<0.001). Furthermore, a decrease in Checklist Individual Strength (CIS)-fatigue was found for the PR group (-6 points; 95% CI (-10 to -2), p=0.011). At 12 weeks, patients in the intervention group were more likely to have a clinically significant improvement in 6MWD (OR 5.7, 95% CI (2.0 to 16.1), p=0.001), CIS-fatigue (OR 3.8, 95% CI (1.2 to 12.0), p=0.020), MIP (OR 3.7, 95% CI (1.05 to 12.7), p=0.036) and modified Medical Research Council dyspnoea score (OR 5.2, 95% CI (1.6 to 16.4), p=0.003).
Conclusions: Primary care stepwise individual PR may improve functional exercise capacity, fatigue and dyspnoea in patients with long COVID. It therefore may be a promising treatment option in primary care for patients with long COVID experiencing fatigue and/or respiratory symptoms.
Trial registration number: NCT05244044.
背景:肺部康复(PR)可以改善长期COVID患者的身体状况和症状,但进入专门的医院中心是具有挑战性的。本试验研究了初级保健PR对长期COVID患者功能运动能力和症状的影响。方法:在这项实用的随机对照试验(PuRe-COVID)中,长COVID患者被随机分配到初级保健的12周逐步PR计划中,或不进行PR的对照组。主要终点是从基线到12周的6分钟步行距离(6MWD)的变化。在第6、12、24和36周测量的其他结果包括患者报告的结果、身体活动、最大吸气(MIP)和呼气压力以及手握力。结果:共76例患者被随机分组(PR/对照组(n=39/37);平均年龄49±13岁)。与对照组相比,PR组12周时6MWD的变化估计为+39 m (95% CI(18至59))。结论:初级保健逐步个体PR可改善长COVID患者的功能性运动能力、疲劳和呼吸困难。因此,对于长期感染COVID并出现疲劳和/或呼吸道症状的患者,它可能是一种有希望的初级保健治疗选择。试验注册号:NCT05244044。
{"title":"Improved functional exercise capacity after primary care pulmonary rehabilitation in patients with long COVID (PuRe-COVID): a pragmatic randomised controlled trial.","authors":"Tess Volckaerts, David Ruttens, Kirsten Quadflieg, Chris Burtin, Dries Cops, Kevin De Soomer, Ella Roelant, Iris Verhaegen, Marc Daenen, Maarten Criel, Dirk Vissers, Therese Lapperre","doi":"10.1136/bmjresp-2025-003653","DOIUrl":"10.1136/bmjresp-2025-003653","url":null,"abstract":"<p><strong>Background: </strong>Pulmonary rehabilitation (PR) improves physical status and symptoms in patients with long COVID, but access to specialised hospital-based centres is challenging. This trial studied the effect of primary care PR on functional exercise capacity and symptoms in patients with long COVID.</p><p><strong>Methods: </strong>In this pragmatic randomised controlled trial (PuRe-COVID), patients with long COVID were randomised to a 12-week stepwise PR programme in primary care, or to a control group without PR. The primary end point was change in 6 min walk distance (6MWD) from baseline to 12 weeks. Additional outcomes, measured at 6, 12, 24 and 36 weeks, included patient-reported outcomes, physical activity, maximal inspiratory (MIP) and expiratory pressures and hand grip strength.</p><p><strong>Results: </strong>In total, 76 patients were randomised (PR/control group (n=39/37); mean age 49±13 years). The change in 6MWD at 12 weeks was estimated to be +39 m in the PR group compared with the control group (95% CI (18 to 59), p<0.001). Furthermore, a decrease in Checklist Individual Strength (CIS)-fatigue was found for the PR group (-6 points; 95% CI (-10 to -2), p=0.011). At 12 weeks, patients in the intervention group were more likely to have a clinically significant improvement in 6MWD (OR 5.7, 95% CI (2.0 to 16.1), p=0.001), CIS-fatigue (OR 3.8, 95% CI (1.2 to 12.0), p=0.020), MIP (OR 3.7, 95% CI (1.05 to 12.7), p=0.036) and modified Medical Research Council dyspnoea score (OR 5.2, 95% CI (1.6 to 16.4), p=0.003).</p><p><strong>Conclusions: </strong>Primary care stepwise individual PR may improve functional exercise capacity, fatigue and dyspnoea in patients with long COVID. It therefore may be a promising treatment option in primary care for patients with long COVID experiencing fatigue and/or respiratory symptoms.</p><p><strong>Trial registration number: </strong>NCT05244044.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636949/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2025-003378
S T Hlophe, N N Ndimande, N Ngobese, E Mkwanazi, K Bird, J Mbonigaba, K Otwombe, L Lebina, K Mortimer, R Masekela
Background: Asthma is the most common non-communicable disease among children, with increasing prevalence. The current standard of care in high-income countries in adults and adolescents includes the use of combination inhaled corticosteroids (ICSs) with rapid-onset long-acting ß2 agonists (LABA) for all severities of asthma. The primary objective of this trial is to assess the efficacy of a budesonide/formoterol inhaler used 'both as required, and regularly' to reduce asthma exacerbations compared with the standard of care for asthma in children and adolescents.
Methods: Children and adolescents aged 6-18 years with a diagnosis of asthma with at least one asthma exacerbation in the previous 12 months will be randomised to receive either budesonide/formoterol inhaler or the standard of care, which includes ICS and short-acting ß2 agonist (SABA). The primary outcome will be the number of severe asthma exacerbations over 1-year follow-up period. Secondary objectives will include evaluating the quality of life, lung function and health economic outcomes.
Discussion: The current standard of care in South Africa recommends use of separate ICSs and SABA inhalers for asthma management in children with no recommendation for ICS/LABA in children under the age of 12 years for non-severe asthma. Budesonide/formoterol has transformed asthma treatment in high-income countries for use 'as needed' as anti-inflammatory reliever and for maintenance and reliever in adolescence, 12-18 years and adults. This strategy has been shown to reduce asthma exacerbations and hospitalisations. This trial will bridge the gap for the efficacy of budesonide/formoterol in children <12 years of age and address the economic arguments and safety of this approach for implementation in the lower to middle income countries. If this trial demonstrates positive results in the study population, it could provide strong scientific evidence and policy relevance to be adopted by policymakers for clinical implementation.
Trial registration number: This study has been registered and approved by the South African Health Regulatory Authority 20231016, on 14 December 2023, KwaZulu Natal Health Research Committee KZ_202304_008 on 11 January 2024, University of KwaZulu Natal Biomedical Research Ethics Committee BREC/0000/5663/2023 on 6 February 2024, South African Clinical Trials Register DOH-27-032024-4778 on 14 March 2024, ClinicalTrial.gov NCT06429475 on 20 May 2024 and Pan African Clinical Trial Registry on 27 February 2025; the unique identification number for the registry is PACTR202502547023775.
{"title":"Anti-inflammatory reliever therapy for asthma using inhaled budesonide/formoterol as-needed with or without maintenance in South African children (AIR-SA 001): a description of a randomised clinical trial protocol.","authors":"S T Hlophe, N N Ndimande, N Ngobese, E Mkwanazi, K Bird, J Mbonigaba, K Otwombe, L Lebina, K Mortimer, R Masekela","doi":"10.1136/bmjresp-2025-003378","DOIUrl":"10.1136/bmjresp-2025-003378","url":null,"abstract":"<p><strong>Background: </strong>Asthma is the most common non-communicable disease among children, with increasing prevalence. The current standard of care in high-income countries in adults and adolescents includes the use of combination inhaled corticosteroids (ICSs) with rapid-onset long-acting ß<sub>2</sub> agonists (LABA) for all severities of asthma. The primary objective of this trial is to assess the efficacy of a budesonide/formoterol inhaler used 'both as required, and regularly' to reduce asthma exacerbations compared with the standard of care for asthma in children and adolescents.</p><p><strong>Methods: </strong>Children and adolescents aged 6-18 years with a diagnosis of asthma with at least one asthma exacerbation in the previous 12 months will be randomised to receive either budesonide/formoterol inhaler or the standard of care, which includes ICS and short-acting ß<sub>2</sub> agonist (SABA). The primary outcome will be the number of severe asthma exacerbations over 1-year follow-up period. Secondary objectives will include evaluating the quality of life, lung function and health economic outcomes.</p><p><strong>Discussion: </strong>The current standard of care in South Africa recommends use of separate ICSs and SABA inhalers for asthma management in children with no recommendation for ICS/LABA in children under the age of 12 years for non-severe asthma. Budesonide/formoterol has transformed asthma treatment in high-income countries for use 'as needed' as anti-inflammatory reliever and for maintenance and reliever in adolescence, 12-18 years and adults. This strategy has been shown to reduce asthma exacerbations and hospitalisations. This trial will bridge the gap for the efficacy of budesonide/formoterol in children <12 years of age and address the economic arguments and safety of this approach for implementation in the lower to middle income countries. If this trial demonstrates positive results in the study population, it could provide strong scientific evidence and policy relevance to be adopted by policymakers for clinical implementation.</p><p><strong>Trial registration number: </strong>This study has been registered and approved by the South African Health Regulatory Authority 20231016, on 14 December 2023, KwaZulu Natal Health Research Committee KZ_202304_008 on 11 January 2024, University of KwaZulu Natal Biomedical Research Ethics Committee BREC/0000/5663/2023 on 6 February 2024, South African Clinical Trials Register DOH-27-032024-4778 on 14 March 2024, ClinicalTrial.gov NCT06429475 on 20 May 2024 and Pan African Clinical Trial Registry on 27 February 2025; the unique identification number for the registry is PACTR202502547023775.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636877/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2024-003129
Chao-Hsien Chen, Ya-Hui Wang, Chih-Cheng Lai, Cheng-Yi Wang, Hao-Chien Wang
Background: Acute exacerbations profoundly influence asthma prognosis, yet large-scale data linking baseline blood eosinophil counts to both short-term and long-term exacerbation risk remain limited. We therefore examined this association in one of the largest nationwide cohorts.
Methods: Using Taiwan's asthma pay-for-performance database linked to nationwide claims, we conducted a retrospective cohort study of adults with asthma (2015-2020). Baseline peak eosinophil counts defined two groups: high (≥300 cells/µL) and low (<300 cells/µL). Propensity-score matching (1:1) yielded two balanced subcohorts. Multivariable Cox models estimated adjusted HRs (aHRs) for moderate (outpatient, steroid-treated) and severe (Emergency Department visit or hospitalisation) exacerbations within 1 year and over the entire follow-up, controlling for age, sex, Charlson comorbidity score and propensity score.
Results: Among 407 725 and 961 268 asthma patients in the high and low eosinophil groups, respectively, matched subgroups of 50 360 patients each were analysed. The high eosinophil group had higher rates of severe acute exacerbations (SAEs) within 1 year (14.67 vs 10.950 per 100 person-years) with an adjusted HR of 1.392. Similar trends were observed for moderate acute exacerbations (AEs) (HR 1.548) and all AEs (HR 1.373) within 1 year. These associations persisted after adjustment for age, gender, Charlson comorbidity score and propensity score.
Conclusions: In this first nationwide, propensity-matched cohort exceeding 100 000 adults, elevated blood eosinophil counts independently predicted both short-term and long-term moderate-to-severe asthma exacerbations across all age and sex strata. Peak eosinophil measurement thus offers a practical biomarker for early identification of high-risk patients who may benefit from intensified anti-eosinophilic or inhaled corticosteroid/long-acting beta agonist-based strategies.
{"title":"The impact of the eosinophil on the risk of acute exacerbation in asthma patients.","authors":"Chao-Hsien Chen, Ya-Hui Wang, Chih-Cheng Lai, Cheng-Yi Wang, Hao-Chien Wang","doi":"10.1136/bmjresp-2024-003129","DOIUrl":"10.1136/bmjresp-2024-003129","url":null,"abstract":"<p><strong>Background: </strong>Acute exacerbations profoundly influence asthma prognosis, yet large-scale data linking baseline blood eosinophil counts to both short-term and long-term exacerbation risk remain limited. We therefore examined this association in one of the largest nationwide cohorts.</p><p><strong>Methods: </strong>Using Taiwan's asthma pay-for-performance database linked to nationwide claims, we conducted a retrospective cohort study of adults with asthma (2015-2020). Baseline peak eosinophil counts defined two groups: high (≥300 cells/µL) and low (<300 cells/µL). Propensity-score matching (1:1) yielded two balanced subcohorts. Multivariable Cox models estimated adjusted HRs (aHRs) for moderate (outpatient, steroid-treated) and severe (Emergency Department visit or hospitalisation) exacerbations within 1 year and over the entire follow-up, controlling for age, sex, Charlson comorbidity score and propensity score.</p><p><strong>Results: </strong>Among 407 725 and 961 268 asthma patients in the high and low eosinophil groups, respectively, matched subgroups of 50 360 patients each were analysed. The high eosinophil group had higher rates of severe acute exacerbations (SAEs) within 1 year (14.67 vs 10.950 per 100 person-years) with an adjusted HR of 1.392. Similar trends were observed for moderate acute exacerbations (AEs) (HR 1.548) and all AEs (HR 1.373) within 1 year. These associations persisted after adjustment for age, gender, Charlson comorbidity score and propensity score.</p><p><strong>Conclusions: </strong>In this first nationwide, propensity-matched cohort exceeding 100 000 adults, elevated blood eosinophil counts independently predicted both short-term and long-term moderate-to-severe asthma exacerbations across all age and sex strata. Peak eosinophil measurement thus offers a practical biomarker for early identification of high-risk patients who may benefit from intensified anti-eosinophilic or inhaled corticosteroid/long-acting beta agonist-based strategies.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636944/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-17DOI: 10.1136/bmjresp-2025-003225
Nathan R Hill, Travis Dotson, Sarah E Maus, Christina Bellinger, Vishisht Mehta, Annika Rings, Lyndsey C Pickup, Noah Waterfield Price, Václav Potěšil, David P Carbone, Jasleen Pannu
Aim: This study aims to evaluate the effectiveness of combined artificial intelligence (AI)-based tools for early patient identification, risk stratification and tracking in increasing the follow-up rate of incidentally detected lung nodules, potentially leading to earlier diagnoses of lung cancer, particularly non-small cell lung cancer (NSCLC).
Patients and methods: We conducted a retrospective cohort study involving all patients who underwent CT scans at an academic medical centre over an 8-month period. Real-world practice was compared with modelling of a hypothetical intervention with AI tools. This study was complemented by a multi-reader multi-case analysis to enhance the robustness of our findings.
Results: The implementation of AI tools significantly increased the rates of guideline-concordant follow-up for detected nodules, rising from 34% without the tool to 94% with the AI intervention (p<0.0001, McNemar's test). Furthermore, the median time to diagnosis of NSCLC was reduced from 129 days to 25 days (p<0.001, Wilcoxon signed-rank test).
Conclusion: These findings provide compelling evidence that AI tools can enhance the follow-up rates for patients with incidentally detected lung nodules and expedite the diagnosis of lung cancer. The integration of AI in clinical practice may significantly improve patient outcomes in lung cancer detection and management.
{"title":"Employment of artificial intelligence for early lung cancer diagnosis: a retrospective cohort study.","authors":"Nathan R Hill, Travis Dotson, Sarah E Maus, Christina Bellinger, Vishisht Mehta, Annika Rings, Lyndsey C Pickup, Noah Waterfield Price, Václav Potěšil, David P Carbone, Jasleen Pannu","doi":"10.1136/bmjresp-2025-003225","DOIUrl":"10.1136/bmjresp-2025-003225","url":null,"abstract":"<p><strong>Aim: </strong>This study aims to evaluate the effectiveness of combined artificial intelligence (AI)-based tools for early patient identification, risk stratification and tracking in increasing the follow-up rate of incidentally detected lung nodules, potentially leading to earlier diagnoses of lung cancer, particularly non-small cell lung cancer (NSCLC).</p><p><strong>Patients and methods: </strong>We conducted a retrospective cohort study involving all patients who underwent CT scans at an academic medical centre over an 8-month period. Real-world practice was compared with modelling of a hypothetical intervention with AI tools. This study was complemented by a multi-reader multi-case analysis to enhance the robustness of our findings.</p><p><strong>Results: </strong>The implementation of AI tools significantly increased the rates of guideline-concordant follow-up for detected nodules, rising from 34% without the tool to 94% with the AI intervention (p<0.0001, McNemar's test). Furthermore, the median time to diagnosis of NSCLC was reduced from 129 days to 25 days (p<0.001, Wilcoxon signed-rank test).</p><p><strong>Conclusion: </strong>These findings provide compelling evidence that AI tools can enhance the follow-up rates for patients with incidentally detected lung nodules and expedite the diagnosis of lung cancer. The integration of AI in clinical practice may significantly improve patient outcomes in lung cancer detection and management.</p>","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"12 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12636915/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}