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A simplified score to quantify comorbidity in COPD
Nirupama Putcha1, Milo A Puhan2, M Bradley Drummond1
1Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America.
Insights
A simple comorbidity count effectively predicts patient outcomes in Chronic Obstructive Pulmonary Disease (COPD). This validated score improves understanding of disease burden and risk in diverse COPD populations.
Area of Science:
- Pulmonary Medicine
- Clinical Epidemiology
- Health Outcomes Research
Background:
- Comorbidities are prevalent in Chronic Obstructive Pulmonary Disease (COPD), but their impact on patient-centered outcomes is challenging to quantify.
- Existing COPD-specific indices predict mortality or general quality of life, but not specific patient-centered outcomes.
Purpose of the Study:
- To develop and validate a COPD-specific comorbidity score that accurately reflects the burden of comorbidities on patient-centered outcomes.
- To assess the predictive performance of different comorbidity scoring methods.
Main Methods:
- Developed and compared three comorbidity scoring techniques (simple count, weighted score, statistically selected weighted score) using the COPDGene study cohort (GOLD II-IV COPD).
- Validated scores internally by assessing associations with St. George's Respiratory Questionnaire (SGRQ), six-minute walk distance (6MWD), modified Medical Research Council (mMRC) dyspnea score, and exacerbation risk.
- Externally validated the chosen score in the SPIROMICS cohort.
Main Results:
- All developed comorbidity scores demonstrated comparable associations with patient-centered outcomes and added significant predictive ability to existing models.
- The simple comorbidity count showed strong performance in external validation for predicting SGRQ, mMRC, 6MWD, and exacerbation risk (AUCs ranging from 0.7086 to 0.7891).
Conclusions:
- Quantifying comorbidity burden provides a more comprehensive understanding of patient-centered outcome risks in COPD.
- A simple comorbidity count is a well-performing and practical tool for assessing comorbidity burden in diverse COPD populations.
Importance:
Comorbidities are common in COPD, but quantifying their burden is difficult. Currently there is a COPD-specific comorbidity index to predict mortality and another to predict general quality of life. We sought to develop and validate a COPD-specific comorbidity score that reflects comorbidity burden on patient-centered outcomes.
Materials And Methods:
Using the COPDGene study (GOLD II-IV COPD), we developed comorbidity scores to describe patient-centered outcomes employing three techniques: 1) simple count, 2) weighted score, and 3) weighted score based upon statistical selection procedure. We tested associations, area under the Curve (AUC) and calibration statistics to validate scores internally with outcomes of respiratory disease-specific quality of life (St. George's Respiratory Questionnaire, SGRQ), six minute walk distance (6MWD), modified Medical Research Council (mMRC) dyspnea score and exacerbation risk, ultimately choosing one score for external validation in SPIROMICS.
Results:
Associations between comorbidities and all outcomes were comparable across the three scores. All scores added predictive ability to models including age, gender, race, current smoking status, pack-years smoked and FEV1 (p<0.001 for all comparisons). Area under the curve (AUC) was similar between all three scores across outcomes: SGRQ (range 0·7624-0·7676), MMRC (0·7590-0·7644), 6MWD (0·7531-0·7560) and exacerbation risk (0·6831-0·6919). Because of similar performance, the comorbidity count was used for external validation. In the SPIROMICS cohort, the comorbidity count performed well to predict SGRQ (AUC 0·7891), MMRC (AUC 0·7611), 6MWD (AUC 0·7086), and exacerbation risk (AUC 0·7341).
Conclusions:
Quantifying comorbidity provides a more thorough understanding of the risk for patient-centered outcomes in COPD. A comorbidity count performs well to quantify comorbidity in a diverse population with COPD.
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