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Creating expert patients: outcomes from a national digital therapeutic approach for people with asthma in Wales. 创建专家患者:威尔士哮喘患者的国家数字治疗方法的结果。
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-06-09 DOI: 10.1038/s41533-025-00433-x
Simon M Barry, Julian Forton, Gareth R Davies, Gwyneth A Davies, Katie Pink, Alison Whittaker, Jerome Donagh, Dan Menzies, Mark Andrews, Grace Moore, Chris Davies

National applications (apps) for adults with asthma were implemented as part of a respiratory toolkit across Wales from 2020. Data were collected on patient recorded asthma control including the Royal College of Physicians three questions. All general practices in Wales had patients registered on the asthma app and by September 2024, 12,567 (57.8%) of patients who downloaded the app went on to register. Analysis comparing baseline with four or more months of app use demonstrated improvements in the percent of those having a Royal College of Physicians asthma score of 0 (26.5% vs 40.7%, p = 0.0011), together with improvements in those not using a reliever inhaler at all (29.1% vs 39.2%, p = 0.0001). Where we had paired data one year apart, the improvements in asthma control were greater in those from most deprived areas. For those who used the app there were improvements across important metrics of asthma control consistent with better patient self-management.

从2020年开始,威尔士将为患有哮喘的成年人提供国家应用程序(app),作为呼吸工具包的一部分实施。收集了患者记录的哮喘控制数据,包括皇家医师学院的三个问题。威尔士的所有全科医生都有患者在哮喘应用程序上注册,到2024年9月,下载该应用程序的患者中有12567人(57.8%)继续注册。对比应用程序使用4个月或更长时间的基线分析显示,英国皇家内科医师学院哮喘评分为0的患者的百分比有所改善(26.5% vs 40.7%, p = 0.0011),完全不使用缓解吸入器的患者也有所改善(29.1% vs 39.2%, p = 0.0001)。在相隔一年的配对数据中,来自最贫困地区的人在哮喘控制方面的改善更大。对于那些使用该应用程序的人来说,哮喘控制的重要指标得到了改善,与更好的患者自我管理相一致。
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引用次数: 0
Characterizing acute respiratory infections in primary care for better management of viral infections. 在初级保健中确定急性呼吸道感染的特征,以便更好地管理病毒感染。
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-06-05 DOI: 10.1038/s41533-025-00434-w
Hortense Petat, Matthieu Schuers, François Le Bas, Xavier Humbert, Andry Rabiaza, Sandrine Corbet, Astrid Vabret, Meriadeg Ar Gouilh, Christophe Marguet

Acute respiratory infections (ARI) are the most common infections in the general population and represent an important socio-economic burden. Characterizing ARIs in primary care in patients of all ages in terms of clinical presentation, and virological results. We conducted a prospective multicenter study in primary care: 36 French general practitioners (GPs) included patients from all ages presenting with symptoms of ARI, and performed a nasopharyngeal swab, which was analyzed by Multiplex RT-PCR. 685 patients of all ages were included in the cohort. We found associations between clinical diagnosis and respiratory viruses: influenza was associated with the diagnosis of flu-like syndrome (p < 0.001), HRV with rhinitis (p < 0.05), and RSV with bronchiolitis (p < 0.001) and bronchitis (p < 0.05). Respiratory distress was associated with RSV (p = 0.002), and a cough at the inclusion was significantly not associated with the influenza virus (p = 0.009). Antibiotic prescriptions were not associated with any specific virus. By day 7, persistent cough was significantly associated with active and passive smoking (respectively p = 0.01 and p < 0.001), influenza and RSV-positive samples (p < 0.05) and an age of less than 2 years (p < 0.01). With this prospective cohort performed in primary care including patients of all ages, we characterized viral respiratory infections, to better understand correlations between clinical data and virological results.

急性呼吸道感染(ARI)是普通人群中最常见的感染,是一个重要的社会经济负担。在临床表现和病毒学结果方面,对所有年龄患者的初级保健ARIs进行特征分析。我们在初级保健中进行了一项前瞻性多中心研究:36名法国全科医生(gp)纳入了所有年龄段出现ARI症状的患者,并进行了鼻咽拭子检查,并通过Multiplex RT-PCR对其进行了分析。685名不同年龄的患者被纳入队列。我们发现临床诊断与呼吸道病毒之间存在关联:流感与流感样综合征的诊断相关
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引用次数: 0
Perceived barriers and facilitators to managing psychological distress in COPD: The perspectives of patients and carers - a qualitative study using the theoretical domains framework (TDF). 慢性阻塞性肺病患者心理困扰管理的感知障碍和促进因素:患者和护理人员的观点-一项使用理论领域框架(TDF)的定性研究
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-29 DOI: 10.1038/s41533-025-00430-0
Juliet Wang, Lena Ly, Elizabeth Barson, Natasha Smallwood

Psychological distress is highly prevalent in people with chronic obstructive pulmonary disease (COPD), however, remains under-recognised and under-treated. A qualitative study using semi-structured interviews was undertaken to explore lived experiences of psychological distress of people with COPD and their informal carers, as well as barriers and facilitators to uptake of mental health treatments. Participants were recruited via purposive sampling from respiratory clinics at two Australian tertiary hospitals. Thirteen people with COPD and comorbid mental illnesses and two informal carers participated. Interview transcripts were analysed using the Theoretical Domains Framework (TDF). Barriers to patients' acceptance of structured management for psychological distress in COPD included: limited understanding of overlapping symptoms, high burden of care from physical issues, stigma, and healthcare that did not align with individual preferences. Increased psychoeducation, supported self-management, and individualised care were possible facilitators. Multidisciplinary care integrating mental health services within primary care and pulmonary rehabilitation settings are required to overcome current challenges and improve patient outcomes.

心理困扰在慢性阻塞性肺疾病(COPD)患者中非常普遍,但仍未得到充分认识和治疗。采用半结构化访谈进行了一项定性研究,探讨慢性阻塞性肺病患者及其非正式照护者的心理困扰生活经历,以及接受心理健康治疗的障碍和促进因素。参与者通过有目的的抽样从澳大利亚两家三级医院的呼吸道诊所招募。13名患有慢性阻塞性肺病和共病精神疾病的人和两名非正式护理人员参与了研究。访谈记录使用理论领域框架(TDF)进行分析。慢性阻塞性肺病患者接受结构化心理困扰管理的障碍包括:对重叠症状的理解有限,身体问题带来的高护理负担,耻辱感和与个人偏好不一致的医疗保健。增加心理教育,支持自我管理和个性化护理是可能的促进因素。需要在初级保健和肺部康复环境中整合精神卫生服务的多学科护理,以克服当前的挑战并改善患者的预后。
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引用次数: 0
Association between sleep duration and hypertension risk in patients with obstructive sleep apnea. 阻塞性睡眠呼吸暂停患者睡眠时间与高血压风险的关系
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-28 DOI: 10.1038/s41533-025-00429-7
Yi Wang, Xi Xi Chen, Fang Ying Lu, Ya Ru Yan, Shi Qi Li, Liu Zhang, Ying Ni Lin, Qing Yun Li

Obstructive sleep apnea (OSA) is a well-established risk factor for hypertension, with sleep duration being a modifiable factor influencing this risk. However, sleep misperception among OSA patients makes it unclear how subjective and objective sleep duration are associated with the prevalence and incidence of hypertension in this population. This study aims to examine these associations using data from the Sleep Heart Health Study cohort. Participants with OSA (apnea-hypopnea index ≥ 15 events/hour) were categorized based on objective sleep duration from polysomnography (PSGTST) and subjective sleep duration (morning-reported sleep time, AMTST; habitual sleep time, HABTST). Hypertension prevalence was assessed at baseline, while hypertension incidence was evaluated during a five-year follow-up. Multivariable logistic regression and Poisson log-link models were employed to explore the association between sleep duration and hypertension risk, with restricted cubic splines used to assess nonlinear trends. Among 2574 participants with OSA, 1263 had hypertension at baseline. Over 5.25 years, 376 of 1001 patients without baseline hypertension developed hypertension. Shorter PSGTST was linearly associated with higher hypertension prevalence (p = 0.009) and incidence (p = 0.024). HABTST showed a U-shaped relationship with hypertension prevalence, while AMTST was not significantly associated with either outcome. In patients with OSA, objective sleep duration is linearly and inversely associated with both the prevalence and incidence of hypertension, showing stronger and more consistent associations than subjective sleep duration measures. These findings highlight the value of incorporating objective sleep assessment in evaluating hypertension risk in this population.

阻塞性睡眠呼吸暂停(OSA)是高血压的一个公认的危险因素,睡眠时间是影响这种风险的一个可改变的因素。然而,OSA患者的睡眠认知误区使得主观和客观睡眠时间与该人群高血压患病率和发病率之间的关系尚不清楚。本研究旨在利用睡眠心脏健康研究队列的数据来检验这些关联。OSA(呼吸暂停-低通气指数≥15次/小时)的参与者根据多导睡眠图(PSGTST)的客观睡眠时间和主观睡眠时间(早晨报告睡眠时间,AMTST;习惯性睡眠时间(HABTST)在基线时评估高血压患病率,在5年随访期间评估高血压发病率。采用多变量logistic回归和泊松对数链接模型来探讨睡眠时间与高血压风险之间的关系,并使用限制三次样条来评估非线性趋势。在2574名OSA患者中,1263名在基线时患有高血压。在5.25年中,1001例无基线高血压的患者中有376例发展为高血压。较短的PSGTST与较高的高血压患病率(p = 0.009)和发病率(p = 0.024)呈线性相关。HABTST与高血压患病率呈u型关系,而AMTST与两种结果均无显著相关。在OSA患者中,客观睡眠时间与高血压患病率和发病率呈线性和负相关,比主观睡眠时间测量显示出更强、更一致的相关性。这些发现强调了将客观睡眠评估纳入这一人群高血压风险评估的价值。
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引用次数: 0
Exploring the obesity paradox in chronic respiratory disease: the mediating effect of triglyceride-glucose index on mortality. 探讨慢性呼吸系统疾病的肥胖悖论:甘油三酯-葡萄糖指数对死亡率的中介作用。
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-26 DOI: 10.1038/s41533-025-00431-z
Feng Xu, Yongwen Feng, Jibo Li, Xinlong Liu, Haoda Liang, Zhongsheng Tan, Pan Jiang

Chronic respiratory diseases (CRD) are major contributors to mortality. The "obesity paradox" suggests that higher body mass index (BMI) may confer survival benefits in CRD patients. This study investigates the association between BMI and mortality risk in CRD patients, focusing on the mediating role of the triglyceride-glucose (TyG) index. A cross-sectional analysis of 7689 participants with CRD was conducted. Participants were categorized by BMI into <25.0, 25.0-29.9, 30.0-34.9, 35.0-39.9, and ≥40 kg/m2. Outcomes included all-cause mortality, cardiovascular disease (CVD) mortality, and non-CVD mortality. Cox regression models assessed associations, and mediation analysis evaluated the role of the TyG index. Among 7689 CRD patients, higher BMI was associated with lower all-cause mortality (HR for BMI 25.0-29.9: 0.81, 95% CI 0.70-0.94; HR for BMI 30.0-34.9: 0.72, 95% CI 0.61-0.85; HR for BMI 35.0-39.9: 0.72, 95% CI 0.59-0.88; HR for BMI ≥ 40: 0.82, 95% CI 0.66-1.02) and non-CVD mortality (HR for BMI 25.0-29.9: 0.77, 95% CI 0.65-0.91; HR for BMI 30.0-34.9: 0.65, 95% CI 0.54-0.79; HR for BMI 35.0-39.9: 0.66, 95% CI 0.52-0.83; HR for BMI ≥ 40: 0.69, 95% CI 0.53-0.89), but not CVD mortality. The TyG index mediated a significant proportion of the association between BMI and mortality (mediation effects: -22.39 to -18.49%). Kaplan-Meier survival curves and restricted cubic spline regression further illustrated the significant associations between BMI and all-cause mortality and non-CVD mortality, while no significant association was observed for CVD mortality. Higher BMI is associated with lower mortality risk in CRD patients, particularly for non-CVD causes, mediated by the TyG index. This highlights the potential role of insulin resistance in the "obesity paradox" and suggests that metabolic health interventions may improve outcomes in CRD.

慢性呼吸系统疾病(CRD)是造成死亡的主要原因。“肥胖悖论”表明,较高的身体质量指数(BMI)可能有利于CRD患者的生存。本研究探讨了CRD患者BMI与死亡风险之间的关系,重点关注甘油三酯-葡萄糖(TyG)指数的中介作用。对7689名CRD患者进行了横断面分析。参与者根据身体质量指数分为两类。结果包括全因死亡率、心血管疾病(CVD)死亡率和非CVD死亡率。Cox回归模型评估关联性,中介分析评估TyG指数的作用。在7689例CRD患者中,较高的BMI与较低的全因死亡率相关(BMI 25.0-29.9的HR: 0.81, 95% CI 0.70-0.94;BMI 30.0 ~ 34.9的HR: 0.72, 95% CI 0.61 ~ 0.85;BMI 35.0 ~ 39.9的HR: 0.72, 95% CI 0.59 ~ 0.88;BMI≥40的HR: 0.82, 95% CI 0.66-1.02)和非心血管疾病死亡率(BMI 25.0-29.9的HR: 0.77, 95% CI 0.65-0.91;BMI 30.0 ~ 34.9的HR: 0.65, 95% CI 0.54 ~ 0.79;BMI 35.0 ~ 39.9的HR: 0.66, 95% CI 0.52 ~ 0.83;BMI≥40的HR: 0.69, 95% CI 0.53-0.89),但心血管疾病死亡率没有。TyG指数在BMI与死亡率的关联中起显著的中介作用(中介效应为-22.39 ~ -18.49%)。Kaplan-Meier生存曲线和限制性三次样条回归进一步表明,BMI与全因死亡率和非心血管疾病死亡率之间存在显著相关性,而与心血管疾病死亡率之间没有显著相关性。在由TyG指数介导的CRD患者中,较高的BMI与较低的死亡风险相关,特别是对于非cvd原因。这突出了胰岛素抵抗在“肥胖悖论”中的潜在作用,并表明代谢健康干预可能改善CRD的预后。
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引用次数: 0
Development and validation of a machine learning risk prediction model for asthma attacks in adults in primary care. 初级保健成人哮喘发作的机器学习风险预测模型的开发和验证。
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-23 DOI: 10.1038/s41533-025-00428-8
Holly Tibble, Aziz Sheikh, Athanasios Tsanas

Primary care consultations provide an opportunity for patients and clinicians to assess asthma attack risk. Using a data-driven risk prediction tool with routinely collected health records may be an efficient way to aid promotion of effective self-management, and support clinical decision making. Longitudinal Scottish primary care data for 21,250 asthma patients were used to predict the risk of asthma attacks in the following year. A selection of machine learning algorithms (i.e., Naïve Bayes Classifier, Logistic Regression, Random Forests, and Extreme Gradient Boosting), hyperparameters, training data enrichment methods were explored, and validated in a random unseen data partition. Our final Logistic Regression model achieved the best performance when no training data enrichment was applied. Around 1 in 3 (36.2%) predicted high-risk patients had an attack within one year of consultation, compared to approximately 1 in 16 in the predicted low-risk group (6.7%). The model was well calibrated, with a calibration slope of 1.02 and an intercept of 0.004, and the Area under the Curve was 0.75. This model has the potential to increase the efficiency of routine asthma care by creating new personalized care pathways mapped to predicted risk of asthma attacks, such as priority ranking patients for scheduled consultations and interventions. Furthermore, it could be used to educate patients about their individual risk and risk factors, and promote healthier lifestyle changes, use of self-management plans, and early emergency care seeking following rapid symptom deterioration.

初级保健咨询为患者和临床医生提供了评估哮喘发作风险的机会。使用数据驱动的风险预测工具和常规收集的健康记录可能是帮助促进有效自我管理和支持临床决策的有效方法。21,250名哮喘患者的纵向苏格兰初级保健数据被用来预测接下来一年哮喘发作的风险。选择机器学习算法(即Naïve贝叶斯分类器,逻辑回归,随机森林和极端梯度增强),超参数,训练数据充实方法进行了探索,并在随机看不见的数据分区中进行了验证。我们最终的逻辑回归模型在没有训练数据充实的情况下获得了最好的性能。大约三分之一(36.2%)的人预测高危患者在咨询一年内会发作,而在预测的低风险组中,这一比例约为十六分之一(6.7%)。模型校正良好,校正斜率为1.02,截距为0.004,曲线下面积为0.75。该模型通过创建新的个性化护理路径来预测哮喘发作的风险,例如对患者进行预定咨询和干预的优先级排序,从而有可能提高常规哮喘护理的效率。此外,它还可以用来教育患者了解他们的个人风险和风险因素,促进更健康的生活方式改变,使用自我管理计划,以及在症状迅速恶化后尽早寻求紧急护理。
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引用次数: 0
Asthma control and opportunities to optimize management and the healthcare provider experience using the AsthmaOptimiser online tool in Dutch general practice: the CAPTURE study. 哮喘控制和机会,以优化管理和医疗保健提供者的经验使用AsthmaOptimiser在线工具在荷兰的一般做法:捕获研究。
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-15 DOI: 10.1038/s41533-025-00427-9
Marika T Leving, Yoran H Gerritsma, David J Jackson, Erik W M A Bischoff, Jiska M Meijer, Hans Wouters, Bertine Flokstra-de Blok, Janwillem W H Kocks

Patients seen in general practices can achieve improved asthma control with better identification of factors that contribute to uncontrolled asthma. Information is lacking on the proportion of patients with uncontrolled asthma, associated patient characteristics, and opportunities to improve management. The objectives of this study were to determine the proportion of general practice patients with uncontrolled asthma, as assessed during a regular consultation with the AsthmaOptimiser digital tool, identify the opportunities for improved management, and to evaluate the usability of this tool which is based on treatment recommendations from GINA. The CAPTURE study was a non-interventional, prospective, observational study of the AsthmaOptimiser in general practice settings in the Netherlands. Patients were at least 18 years of age with an asthma diagnosis. A total of 34 Dutch general practitioners or nurse practitioners participated in the study and planned to use the AsthmaOptimiser with 5 to 10 adult patients per practice. Interviews were conducted to gather information from practitioners about the tool's usability, its content, and areas for improvement. Of the 220 patients enrolled, 60% had uncontrolled asthma, of whom 64% had opportunities for management improvement that could be initiated during a primary care visit. Specialist referrals were advisable according to the AsthmaOptimiser in 45 patients with uncontrolled asthma. Practitioners reported that the AsthmaOptimiser was an added value and had suggestions on how to improve the tool. In Dutch general practices, the AsthmaOptimiser helped general practitioners identify opportunities for improved disease management by addressing poor disease control. Overall, the general practitioners found the AsthmaOptimiser easy to use and a good addition to asthma consultations.

通过更好地识别导致哮喘不受控制的因素,在一般实践中看到的患者可以获得更好的哮喘控制。缺乏关于未控制哮喘患者比例、相关患者特征和改善管理机会的信息。本研究的目的是通过定期咨询AsthmaOptimiser数字工具来确定全科患者未控制哮喘的比例,确定改善管理的机会,并根据GINA的治疗建议评估该工具的可用性。CAPTURE研究是一项非干预性、前瞻性、观察性的研究,研究对象是荷兰的哮喘优化剂。患者至少年满18岁,并被诊断为哮喘。共有34名荷兰全科医生或护士参加了这项研究,并计划每次对5至10名成年患者使用AsthmaOptimiser。进行访谈是为了从实践者那里收集关于工具的可用性、内容和需要改进的领域的信息。在纳入的220名患者中,60%患有未控制的哮喘,其中64%有机会在初级保健就诊期间开始管理改善。根据哮喘优化器,45例未控制哮喘患者建议转诊专家。从业人员报告说,AsthmaOptimiser是一个附加价值,并对如何改进该工具提出了建议。在荷兰的全科实践中,AsthmaOptimiser帮助全科医生通过解决疾病控制不佳的问题来确定改善疾病管理的机会。总的来说,全科医生发现AsthmaOptimiser易于使用,是哮喘咨询的一个很好的补充。
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引用次数: 0
BTS/NICE/SIGN guideline for asthma 2024: Diagnosis, monitoring and chronic asthma management. How does this compare to GINA 2024? BTS/NICE/SIGN 2024哮喘指南:诊断、监测和慢性哮喘管理。这与GINA 2024相比如何?
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-11 DOI: 10.1038/s41533-025-00425-x
Kevin Gruffydd-Jones
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引用次数: 0
Hasselt Corona Impact Study: Impact of COVID-19 on healthcare seeking in a small Dutch town. 哈瑟尔特冠状病毒影响研究:COVID-19对荷兰一个小镇求医的影响
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-04-06 DOI: 10.1038/s41533-025-00426-w
Carlijn Veldman, Erik A Van Gijssel, Annelot H Van Rooij, Lonneke Buitenhuis, Jan Willem K Van Den Berg, Marco H Blanker

We investigated healthcare avoidance during the first COVID-19 wave in a Dutch region with high infection rates. A mixed-method, multiphase study used (1) primary care electronic health records to identify patients, (2) questionnaires to capture patients with unreported COVID-19 symptoms, and (3) interviews om care avoidance. Additionally, a natural language model estimated COVID-19 incidence from routine care data. Of 2361 respondents (39% response rate), 535 (23%) reported COVID-19 symptoms; 180 sought help, mainly from GPs. Care-seeking rates did not differ significantly between those with or without relatives who experienced severe illness or death before their own illness (p = 0.270). Interviews showed the main barriers were feeling not ill enough and concerns about an overstressed healthcare system, especially GPs. Only a third of participants with symptoms sought help, mostly from GPs. Serious illness or death of loved ones had no significant impact. Findings highlight the need for clear communication and accessible healthcare, including telemedicine, for future pandemics.

我们调查了荷兰一个高感染率地区第一次COVID-19浪潮期间的医疗保健回避情况。一项混合方法、多阶段研究使用(1)初级保健电子健康记录来识别患者,(2)问卷调查来捕获未报告COVID-19症状的患者,以及(3)对护理回避的访谈。此外,自然语言模型根据常规护理数据估计了COVID-19的发病率。在2361名应答者(应答率39%)中,535名(23%)报告了COVID-19症状;180人寻求帮助,主要是全科医生。在有或没有亲属在自己患病前经历过严重疾病或死亡的患者之间,寻求护理的比率没有显着差异(p = 0.270)。采访显示,主要障碍是感觉不太舒服,以及担心医疗系统压力过大,尤其是全科医生。只有三分之一有症状的参与者寻求帮助,主要是全科医生。严重疾病或亲人的死亡没有显著影响。调查结果强调,为应对未来的大流行病,需要明确的沟通和可获得的卫生保健,包括远程医疗。
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引用次数: 0
The interactions among factors associated with the risk of lung cancer among diabetes patients: a survival tree analysis. 糖尿病患者肺癌风险相关因素之间的相互作用:生存树分析
IF 3.1 3区 医学 Q1 PRIMARY HEALTH CARE Pub Date : 2025-03-30 DOI: 10.1038/s41533-025-00417-x
Sarah Tsz Yui Yau, Chi Tim Hung, Eman Yee Man Leung, Albert Lee, Eng Kiong Yeoh

Past epidemiological studies demonstrated mixed findings on the association between diabetes and lung cancer. Given the possible links between diabetes, smoking, and respiratory diseases, this study aims to examine the interaction patterns among factors associated with the risk of lung cancer among diabetes patients. A territory-wide retrospective cohort study was performed using electronic health records of Hong Kong. Patients who received diabetes care in general outpatient clinics between 2010 and 2019 without cancer history were included and followed up until December 2019. Conditional inference survival tree was applied to examine the interaction patterns among factors associated with the risk of lung cancer. A total of 385,521 patients were included. During a median follow-up of 6.2 years, 3395 developed lung cancer. Age emerged as primary factor in differentiating the risk of lung cancer. Conditional on age ( ≤ 64 vs >64 years), smoking appeared as subsequent dominant risk factor within each subpopulation. Among old smokers aged >64 years characterized by long duration of diabetes (median: 6-8 years), chronic obstructive pulmonary disease (COPD) emerged as key risk factor. Six distinct subgroups of diabetes patients with different risk levels of lung cancer according to age, smoking, metformin use, and COPD status were identified. Findings of the study suggest the interaction patterns among age, smoking, and COPD on the risk of lung cancer among diabetes patients, providing targets for public health interventions.

过去的流行病学研究表明,糖尿病和肺癌之间的关系有好有坏。鉴于糖尿病、吸烟和呼吸系统疾病之间可能存在的联系,本研究旨在研究糖尿病患者中与肺癌风险相关的因素之间的相互作用模式。利用香港电子健康纪录,进行全港范围的回顾性队列研究。纳入2010年至2019年期间在普通门诊诊所接受糖尿病治疗的无癌症病史的患者,并随访至2019年12月。应用条件推断生存树来研究与肺癌风险相关的因素之间的相互作用模式。共纳入385,521例患者。在平均6.2年的随访期间,3395人患上了肺癌。年龄成为区分肺癌风险的主要因素。根据年龄(≤64岁vs bb0 ~ 64岁),吸烟在每个亚人群中都是随后的主要危险因素。在以糖尿病持续时间长(中位数:6-8年)为特征的bb0 - 64岁老年吸烟者中,慢性阻塞性肺疾病(COPD)成为关键危险因素。根据年龄、吸烟情况、二甲双胍使用情况和COPD状态,确定了6个不同的糖尿病患者亚组,这些患者具有不同的肺癌风险水平。研究结果提示年龄、吸烟和慢性阻塞性肺病对糖尿病患者肺癌风险的相互作用模式,为公共卫生干预提供目标。
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NPJ Primary Care Respiratory Medicine
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