ArticleERJ open research2021
Haemoglobin as a biomarker for clinical outcomes in chronic obstructive pulmonary disease.
Article in ERJ open research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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The trial behind it
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Who cites it
16 citing papers in PubMed, 27 citations in OpenAlex.
- Nutritional anemia is associated with increased risk of severe COPD exacerbations: a prospective cohort study.The American journal of clinical nutrition · 2026Observational
- Construction and internal-external validation of a machine learning-based risk prediction model for multidrug resistance in ICU patients with acute exacerbation of chronic obstructive pulmonary disease.Frontiers in medicine · 2026Article
- Prediction of 12-month exacerbation-related readmission in hospitalized patients with COPD: a single-center study in China.European journal of medical research · 2025Article
- Lower Vitamin D During Acute Exacerbation Is Associated with Very Severe Chronic Obstructive Pulmonary Disease.Medicina (Kaunas, Lithuania) · 2025Observational
- Hemoglobin and clinical outcomes of in-hospital patients with severe acute exacerbation of chronic obstructive pulmonary disease: a multicenter cohort study.Frontiers in medicine · 2025Article
- Body Mass Index and Lung Function in Hospitalized Severe AECOPD Patients: Investigating Nonlinear Associations and the Role of Hemoglobin.International journal of chronic obstructive pulmonary disease · 2025Article
- Hemoglobin as a Treatable Trait in COPD: A Retrospective Observational Cohort Study on Hemoglobin Levels and All-Cause Mortality from NHANES Data.International journal of chronic obstructive pulmonary disease · 2025Observational
- CXCL16/CXCR6 axis arises as a potential peripheral biomarker of early COPD development - results from a pilot study.Frontiers in medicine · 2025Article
- HRR as a predictor of lung health: insights from the NHANES database.Frontiers in medicine · 2025Article
- Longitudinal anemia status and risk for adverse outcomes in former smokers with COPD.Respiratory research · 2024Article
- Predictive role of red blood cell distribution width and hemoglobin-to-red blood cell distribution width ratio for mortality in patients with COPD: evidence from NHANES 1999-2018.BMC pulmonary medicine · 2024Article
- COVID-19 and silent hypoxemia in a minimal closed-loop model of the respiratory rhythm generator.Biological cybernetics · 2024Article
- Comprehensive time-course gene expression evaluation of high-risk beef cattle to establish immunological characteristics associated with undifferentiated bovine respiratory disease.Frontiers in immunology · 2024Article
- The Impact of Anemia on Long-Term Mortality in Hospitalized Patients with Exacerbation of Chronic Obstructive Pulmonary Disease.International journal of chronic obstructive pulmonary disease · 2024Observational
- Using inflammatory index to distinguish asthma, asthma-COPD overlap and COPD: A retrospective observational study.Frontiers in medicine · 2022Article
- Correlation Analysis between Hemoglobin and C-Reactive Protein in Patients Admitted to an Emergency Unit.Journal of clinical medicine · 2021Article
Corrections and comments
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Authors and funding
18 authors at 8 institutions in 1 country.
Funding
Abstract
In COPD, anaemia is associated with increased morbidity, but the relationship between haemoglobin over its entire observed range and morbidity is poorly understood. Such an understanding could guide future therapeutic targeting of haemoglobin in COPD management. Leveraging the COPDGene study, we conducted a cross-sectional analysis of haemoglobin from COPD participants, examining symptoms, quality of life, functional performance, and acute exacerbations of COPD (AECOPD). Haemoglobin was analysed both as a continuous variable and categorised into anaemia, normal haemoglobin, and polycythaemia groups. Fractional polynomial modelling was used for continuous analyses; categorical models were multivariable linear or negative binomial regressions. Covariates included demographics, comorbidities, emphysema, diffusing capacity, and airflow obstruction. From 2539 participants, 366 (14%) were identified as anaemic and 125 (5%) as polycythaemic. Compared with normal haemoglobin, anaemia was significantly associated with increased symptoms (COPD Assessment Test score: p=0.006, modified Medical Research Council (mMRC) Dyspnoea Score: p=0.001); worse quality of life (St. George's Respiratory Questionnaire (SGRQ) score: p<0.001; Medical Outcomes Study Short Form 36-item Questionnaire (SF-36) General Health: p=0.002; SF-36 Physical Health: p<0.001), decreased functional performance (6-min walk distance (6MWD): p<0.001), and severe AECOPD (p=0.01), while polycythaemia was not. Continuous models, however, demonstrated increased morbidity at both ends of the haemoglobin distribution (p<0.01 for mMRC, SGRQ, SF-36 Physical Health, 6MWD, and severe AECOPD). Evaluating interactions, both diffusing capacity and haemoglobin were independently associated with morbidity. We present novel findings that haemoglobin derangements towards either extreme of the observed range are associated with increased morbidity in COPD. Further investigation is necessary to determine whether haemoglobin derangement drives morbidity or merely reflects systemic inflammation, and whether correcting haemoglobin towards the normal range improves morbidity.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.