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Dawn L DeMeo,1 Sreeram Ramagopalan,2 Abhishek Kavati,3 Ashok Vegesna,3 Meilan K Han,4 Anthony Yadao,5 Teresa K Wilcox,2 Barry J Make6 On behalf of COPDGene Investigators 1Channing Division of Network Medicine and the Pulmonary and Critical Care Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA; 2Real-World Evidence, Evidera, London, UK; 3US Health Economics and Outcomes Research, Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA; 4Division of Pulmonary and Critical Care, University of Michigan, Ann Arbor, MI, USA; 5US Clinical Development and Medical Affairs, Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA; 6Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA Background: Previous studies suggest that gender differences exist in COPD diagnosis and symptoms; these differences may be more pronounced in younger adults. Our objective was to explore age-associated gender differences across a range of COPD severities. Materials and methods: A total of 4,484 current and former smokers with COPD from the Genetic Epidemiology of COPD cohort were investigated using regression modeling to explore the association between gender, age, disease severity, and the contributing elements of the Global Initiative for Chronic Obstructive Lung Disease (GOLD) classification system (symptoms, exacerbation risk, airflow limitation). Results: The age–gender interaction was observed across multiple age categories. Compared to men with COPD, younger women with COPD had a greater likelihood of more severe dyspnea, airflow limitation, greater risk for exacerbations, and categorization in GOLD groups B and D. These differences were less pronounced in older women with COPD. However, older women remained more likely to experience severe dyspnea and to manifest more severe COPD (B vs A) than older men, despite lower pack-years of smoking. Conclusion: These data demonstrate the significant symptom burden of COPD in women, especially younger women. More research is needed to understand the pathogenesis of increased severity of COPD in women and to develop gender-targeted clinical assessment and management approaches to improve outcomes for women and men with COPD at all ages. Keywords: COPD, gender, age, symptoms, exacerbations

Laura McDonald,1,* Cormac J Sammon,2,* Mihail Samnaliev,2 Sreeram Ramagopalan1 1Centre for Observational Research and Data Sciences, Bristol-Myers Squibb, Uxbridge, UK; 2PHMR, Berkeley Works, London, UK *These authors contributed equally to this work Background: Primary care databases represent a rich source of data for health care research; however, the quality of recording of secondary care events in these databases is uncertain. This study sought to investigate the completeness of recording of hospital admissions for bleeds in primary care records and explore the impact of incomplete recording on estimates of bleeding risk associated with antithrombotic treatment.Methods: The study population consisted of adults with non-valvular atrial fibrillation who had at least one bleed recorded in either the Clinical Practice Research Datalink (CPRD) or Hospital Episode Statistics (HES) while receiving prescriptions for an oral anticoagulant. The proportion of bleeds recorded in HES that had a corresponding bleed recorded in the subsequent 12 weeks in CPRD was calculated, and factors associated with having a corresponding record were identified. Cox proportional hazards analyses investigating the hazard of subsequent bleeding associated with antithrombotic treatment were carried out using linked CPRD-HES data and using CPRD only data, and the results were compared.Results: Less than 20% of the 14,361 bleeds recorded in the HES data had a corresponding bleed coded in the CPRD in the subsequent 12 weeks. This proportion varied by bleed characteristics, calendar time, day of week of admission (weekday vs weekend) and oral anticoagulant treatment at the time of the bleed. The hazard of subsequent bleeding associated with vitamin K antagonists (VKAs) and antiplatelet agents (APAs) relative to no antithrombotic treatment were similar using the linked primary and secondary care dataset (VKA HRadj 1.06 CI95 0.96–1.16; APA HRadj 1.08 CI95 0.96–1.21) and the unlinked primary care data (VKA HRadj 1.12 CI95 1.01–1.24; APA HRadj 1.06 CI95 0.95–1.20).Conclusion: Secondary care bleeding events are not completely recorded in primary care records and under-recording may be differential with respect to a variety of factors, including antithrombotic treatment. While the impact of under-recording on estimates of the comparative safety of antithrombotic drugs was limited, the extent of the under-recording suggests its potential impact should be considered, and ideally evaluated in future studies utilizing stand-alone primary care data. Keywords: real-world data, data linkage, comparative effectiveness, secondary care, atrial fibrillation

Evie Merinopoulou,1 Mireia Raluy-Callado,1 Sreeram Ramagopalan,1 Sharon MacLachlan,1 Javaria Mona Khalid2 1Real-World Evidence, Evidera, 2Takeda Development Centre Europe Ltd, London, UK Objectives: Exacerbations of chronic obstructive pulmonary disease (COPD) are associated with accelerated disease progression and are important drivers of health care resource utilization. The study aimed to quantify the rates of COPD exacerbations in England and assess health care resource utilization by severity categories according to the Global Initiative for Chronic Obstructive Lung Disease (GOLD) 2013.Methods: Data from the Clinical Practice Research Datalink linked to Hospital Episode Statistics were used to identify patients with a COPD diagnosis aged ≥40 years. Those with complete spirometric, modified Medical Research Council Dyspnea Scale information, and exacerbation history 12 months prior to January 1, 2011 (index date) were classified into GOLD severity groups. Study outcomes over follow-up (up to December 31, 2013) were exacerbation rates and resource utilization (general practitioner visits, hospital admissions).Results: From the 44,201 patients in the study cohort, 83.5% were classified into severity levels GOLD A: 33.8%, GOLD B: 21.0%, GOLD C: 18.1%, and GOLD D: 27.0%. Mean age at diagnosis was 66 years and 52.0% were male. Annual exacerbation rates per person-year increased with severity, from 0.83 (95% confidence interval [CI]: 0.81–0.85) for GOLD A to 2.51 (95% CI: 2.47–2.55) for GOLD D. General practitioner visit rates per person-year also increased with severity, from 4.82 (95% CI: 4.74–4.93) for GOLD A to 7.44 (95% CI: 7.31–7.61) for GOLD D. COPD-related hospitalization rates per person-year increased from less symptoms (GOLD A: 0.28, GOLD C: 0.39) to more symptoms (GOLD B: 0.52, GOLD D: 0.84).Conclusion: Patients in the most severe category (GOLD D) experienced nearly three times the number of exacerbations and COPD-related hospitalizations as those in the least severe category (GOLD A), in addition to increased general practitioner visits. Better patient management to stabilize the disease progression could allow for an improvement in exacerbation frequency and a reduction in health care resource utilization. Keywords: COPD, exacerbation, resource use, admissions, England, GOLD 2013