scholarly journals Validation of an algorithm to identify incident interstitial lung disease in patients with rheumatoid arthritis

2022 ◽  
Vol 24 (1) ◽  
Author(s):  
M. Meehan ◽  
A. Shah ◽  
J. Lobo ◽  
J. Oates ◽  
C. Clinton ◽  
...  

Abstract Background/purpose Interstitial lung disease (ILD) is an important problem for patients with rheumatoid arthritis (RA). However, current approaches to ILD case finding in real-world data have been evaluated only in limited settings and identify only prevalent ILD and not new-onset disease. Our objective was to develop, refine, and validate a claims-based algorithm to identify both prevalent and incident ILD in RA patients compared to the gold standard of medical record review. Methods We used administrative claims data 2006–2015 from Medicare to derive a cohort of RA patients. We then identified suspected ILD using variations of ILD algorithms to classify both prevalent and incident ILD based on features of the data that included hospitalization vs. outpatient setting, physician specialty, pulmonary-related diagnosis codes, and exclusions for potentially mimicking pulmonary conditions. Positive predictive values (PPV) of several ILD algorithm variants for both prevalent and incident ILD were evaluated. Results We identified 234 linkable RA patients with sufficient data to evaluate for ILD. Overall, 108 (46.2%) of suspected cases were confirmed as ILD. Most cases (64%) were diagnosed in the outpatient setting. The best performing algorithm for prevalent ILD had a PPV of 77% (95% CI 67–84%) and for incident ILD was 96% (95% CI 85–100%). Conclusion Case finding in administrative data for both prevalent and incident interstitial lung disease in RA patients is feasible and has reasonable accuracy to support population-based research and real-world evidence generation.

2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 322-322
Author(s):  
B. Samhouri ◽  
R. Vassallo ◽  
S. Achenbach ◽  
V. Kronzer ◽  
J. M. Davis ◽  
...  

Background:Rheumatoid arthritis (RA) is a systemic inflammatory disease of the joints and other organs, including the lungs.1 Interstitial lung disease (ILD) is a lung injury pattern associated with significant symptom burden and poor outcomes in RA.2 Better understanding of its risk factors could help with disease prevention and treatment.Objectives:Using a population-based cohort, we sought to ascertain the incidence and risk factors of RA-associated ILD (RA-ILD) in recent years.Methods:The study included adult residents of Olmsted County, Minnesota with incident RA between 1999 and 2014 based on the 1987 ACR classification criteria.3 Study subjects were followed until death, migration, or 4/30/2019. ILD was defined by the presence of bilateral interstitial fibrotic changes (excluding biapical scarring) on chest computed tomography (CT). In the absence of chest CT imaging, a physician’s diagnosis of ILD in conjunction with chest X-ray findings suggestive of ILD and a restrictive pattern on pulmonary function testing (defined as a total lung capacity less than the lower limit of normal) was considered diagnostic of ILD. Evaluated risk factors included age, sex, calendar year, smoking status, body mass index (BMI) and presence/absence of rheumatoid factor (RF) and anti-citrullinated protein antibodies (ACPA). Cumulative incidence of ILD was adjusted for the competing risk of death. Cox models were used to assess the association between potential risk factors and the development of RA-ILD.Results:In Olmsted County, 645 residents were diagnosed with RA between 1999 and 2014. Seventy percent of patients were females, and 30% were males; median age at RA diagnosis was 55.3 [IQR 44.1-66.6] years, and most patients (89%) were white. Fifty-three percent of patients were never-smokers, and 64% had seropositive RA. Forty percent were obese (i.e., BMI ≥30 kg/m2); median BMI was 28.3 [IQR 24.3-33.0] kg/m2.In the cohort, ILD was identified in 73 patients. The ILD diagnosis predated RA diagnosis in 22 patients (3.4%) who were excluded from subsequent analyses. Final analyses included the remaining 623 patients with no ILD preceding, or at the time of RA diagnosis. Over a median follow-up interval of 10.2 [IQR 6.5-14.3] years, 51 patients developed ILD. Cumulative incidence of ILD, adjusted for the competing risk of death, was 4.3% at 5 years; 7.8% at 10 years; 9.4% at 15 years; and 12.3% at 20 years after RA diagnosis (Figure 1).Age, and history of smoking at RA diagnosis correlated with the incidence of ILD; adjusted hazard ratios (HRs) were 1.89 per 10-year increase in age (95% confidence interval 1.52-2.34) and 1.94 (95% confidence interval 1.10-3.42), respectively. On the other hand, sex (HR: 1.21; 95% CI: 0.68-2.17), BMI (HR: 0.99; 95% CI: 0.95-1.04), obesity (HR: 0.89; 95% CI: 0.50-1.58), and seropositivity (HR: 1.15; 95% CI: 0.65-2.03) did not demonstrate significant associations with ILD.Conclusion:This study provides a contemporary estimate of the occurrence of ILD in a well-characterized population-based cohort of patients with RA. Our findings of a lack of association between sex, obesity and seropositivity with ILD may indicate a change in established risk factors for ILD and warrant further investigation.References:[1]Shaw M, Collins BF, Ho LA, Raghu G. Rheumatoid arthritis-associated lung disease. Eur Respir Rev. 2015;24(135):1-16. doi:10.1183/09059180.00008014[2]Bongartz T, Nannini C, Medina-Velasquez YF, et al. Incidence and mortality of interstitial lung disease in rheumatoid arthritis - A population-based study. Arthritis Rheum. 2010;62(6):1583-1591. doi:10.1002/art.27405[3]Aletaha D, Neogi T, Silman AJ, et al. 2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative. Arthritis Rheum. 2010;62(9):2569-2581. doi:10.1002/art.27584Figure 1.Cumulative incidence of ILD in patients diagnosed with RA between 1999 and 2014, adjusted for the competing risk of death. Abbreviations. ILD: interstitial lung disease; RA: rheumatoid arthritis.Disclosure of Interests:Bilal Samhouri: None declared, Robert Vassallo Grant/research support from: Research grants from Pfizer, Sun Pharmaceuticals and Bristol Myers Squibb, Sara Achenbach: None declared, Vanessa Kronzer: None declared, John M Davis III Grant/research support from: Research grant from Pfizer., Elena Myasoedova: None declared, Cynthia S. Crowson: None declared


2019 ◽  
Vol 199 (9) ◽  
pp. 1061-1065 ◽  
Author(s):  
Erica Farrand ◽  
Kevin J. Anstrom ◽  
Gordon Bernard ◽  
Atul J. Butte ◽  
Carlos Iribarren ◽  
...  

2010 ◽  
Vol 62 (6) ◽  
pp. 1583-1591 ◽  
Author(s):  
Tim Bongartz ◽  
Carlotta Nannini ◽  
Yimy F. Medina-Velasquez ◽  
Sara J. Achenbach ◽  
Cynthia S. Crowson ◽  
...  

2019 ◽  
Vol 11 (10) ◽  
pp. 4144-4151 ◽  
Author(s):  
Tatsuo Kawahara ◽  
Hiroyuki Sakashita ◽  
Takafumi Suzuki ◽  
Tomoya Tateishi ◽  
Yasunari Miyazaki

2020 ◽  
Vol 50 (5) ◽  
pp. 902-910 ◽  
Author(s):  
Javier Narváez ◽  
Alejandro Robles-Pérez ◽  
Maria Molina-Molina ◽  
Vanesa Vicens-Zygmunt ◽  
Patricio Luburich ◽  
...  

2017 ◽  
Vol 76 (10) ◽  
pp. 1700-1706 ◽  
Author(s):  
Charlotte Hyldgaard ◽  
Ole Hilberg ◽  
Alma Becic Pedersen ◽  
Sinna Pilgaard Ulrichsen ◽  
Anders Løkke ◽  
...  

2020 ◽  
Author(s):  
Jinfang Gao ◽  
Lei Xin ◽  
Qianyu Guo ◽  
Ke Xu ◽  
Gailian Zhang ◽  
...  

Abstract Background: The treatment of rheumatoid arthritis (RA) has advanced considerably in the last 20 years. However, few population-based studies have assessed mortality rates and the underlying cause of death (UCD) in patients with RA and RA-associated interstitial lung disease (RA-ILD). We conducted a study to evaluate trends in mortality rates, demographic characteristics, and UCDs in patients with RA-ILD.Methods: Through data from death certificates (1999-2018) acquired from the U.S. Centers for Disease Control and Prevention Multiple Cause of Death files, we explored trends in mortality rates and UCD for RA and RA-ILD patients. We evaluated trends in crude rates and age-standardised mortality rates (ASMR) for patients with RA and RA-ILD.Results: In both RA and RA-ILD patients, ASMR variation trended downward over a 20-year period. The ASMR ratio of RA-ILD to RA decreased by 5.84%. The ASMR for RA and RA-ILD stratified by sex or age group also trended downward. The change in the ASMR ratio of RA-ILD to RA differed between men and women, trending downward in women and upward in men. Arthropathies and ILD were the two most frequent UCDs for RA-ILD, while the most frequent UCDs for RA were arthropathies and ischaemic heart disease. Conclusions: Although both RA and RA-ILD showed a downward trend in mortality, RA combined with ILD may reduce patient life span. Specifically, the mortality rate for RA-ILD remained relatively stable during the study period when ILD was the UCD, which suggests the necessity of devoting resources to active prevention, early diagnosis, and effective management of RA-ILD.


Sign in / Sign up

Export Citation Format

Share Document