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Azam A, Barry PJ, Bright-Thomas R, Horsley A, Jones A. Breath of change: Evaluating the healthcare impact of the race-neutral Global Lung Initiative (GLI) 2022 on adults with cystic fibrosis. Respir Med 2025; 242:108086. [PMID: 40204244 DOI: 10.1016/j.rmed.2025.108086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/28/2025] [Accepted: 04/02/2025] [Indexed: 04/11/2025]
Abstract
This study evaluates the clinical impact of transitioning from the GLI 2012 to the race-neutral GLI 2022 spirometry equations in people with cystic fibrosis (pwCF). Spirometry data from a large adult CF centre showed an increase in average ppFEV1 (71.1 %-75 %, p < 0.01), with White patients showing the greatest change (4.56 %). Fewer patients met lung transplantation thresholds, and 1.7 % became newly eligible for clinical trials, while 7 % became ineligible. These findings suggest the need for further research on the long-term implications of GLI 2022 across respiratory conditions.
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Affiliation(s)
- Aqeem Azam
- Manchester Adult Cystic Fibrosis Centre, Manchester University NHS Foundation Trust, UK; University of Manchester, UK.
| | - Peter James Barry
- Manchester Adult Cystic Fibrosis Centre, Manchester University NHS Foundation Trust, UK; University of Manchester, UK
| | - Rowland Bright-Thomas
- Manchester Adult Cystic Fibrosis Centre, Manchester University NHS Foundation Trust, UK; University of Manchester, UK
| | - Alex Horsley
- Manchester Adult Cystic Fibrosis Centre, Manchester University NHS Foundation Trust, UK; University of Manchester, UK
| | - Andrew Jones
- Manchester Adult Cystic Fibrosis Centre, Manchester University NHS Foundation Trust, UK; University of Manchester, UK
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Wenzel R, Siyame E, Ivanova O, Bakuli A, Lalashowi J, Zekoll FC, Hoelscher M, Sabi I, Rachow A, Ntinginya NE. Spirometric reference equations and lung function testing in adults from Southwestern Tanzania. IJTLD OPEN 2024; 1:473-479. [PMID: 39398437 PMCID: PMC11467849 DOI: 10.5588/ijtldopen.24.0339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/12/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND The increasing relevance of lung function testing in diagnosing and treating pulmonary diseases globally requires adequate spirometric reference equations. However, locally derived reference standards from African countries are widely missing. METHODS This cross-sectional study was conducted in Southwestern Tanzania. Participants underwent a socio-demographic interview, anthropometric measurements and standardised spirometric lung function testing. Regression modelling was used to generate Tanzanian prediction equations for spirometry parameters forced vital capacity (FVC), forced expiratory volume in 1 sec (FEV1) and the FEV1/FVC ratio. RESULTS Out of 400 recruited participants, 343 had usable spirometry results with respect to the American Thoracic Society (ATS)/European Respiratory Society (ERS) reproducibility and acceptability criteria. The mean age of participants was 32.65 years (SD 12.11), and 44,9% were females. Spirometric parameters increased with height but decreased with older age. The coefficients of our new prediction equations for spirometry parameters differed substantially from those of existing reference standards. CONCLUSION This study provides prediction equations for spirometric lung function in a non-smoking Tanzanian population. The differences in existing equations underline the heterogeneity of locally derived reference equations in Africa and contribute insights and data to discussing global respiratory health care reference standards.
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Affiliation(s)
- R Wenzel
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
| | - E Siyame
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
- Assistant Medical Officers Training School, Ministry of Health, Mbeya, Tanzania
| | - O Ivanova
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Germany
| | - A Bakuli
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
| | - J Lalashowi
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
| | - F C Zekoll
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
| | - M Hoelscher
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Germany
- Unit Global Health, Helmholtz Zentrum München, German Research Center for Environmental Health (HMGU), Neuherberg, Germany
| | - I Sabi
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
| | - A Rachow
- Institute of Infectious Diseases and Tropical Medicine, Ludwig Maximilian University (LMU) University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Germany
- Unit Global Health, Helmholtz Zentrum München, German Research Center for Environmental Health (HMGU), Neuherberg, Germany
| | - N E Ntinginya
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
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List JM, Au D, Yarbrough WC, Moy E. Reply to: [Letter to the Editor]. Health Equity 2024; 8:636-638. [PMID: 40125381 PMCID: PMC11465635 DOI: 10.1089/heq.2024.0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/08/2024] [Indexed: 03/25/2025] Open
Affiliation(s)
- Justin M. List
- VA Office of Health Equity, Washington, District of Columbia, USA
| | - David Au
- Health Services Research and Development, VA Puget Sound Health Care System, Seattle, Washington, USA
| | - William C. Yarbrough
- The University of Texas Southwestern Medical Center, Dallas, Texas, USA
- VA North Texas Health Care System, Dallas, Texas, USA
| | - Ernest Moy
- VA Office of Health Equity, Washington, District of Columbia, USA
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Spece LJ, Hee Wai T, Donovan LM, Duan KI, Plumley R, Crothers KA, Thakur N, Baugh A, Hayes S, Picazo F, Feemster LC, Au DH. The Impact of Changing Race-Specific Equations for Lung Function Tests among Veterans with Chronic Obstructive Pulmonary Disease. Ann Am Thorac Soc 2024; 21:1272-1280. [PMID: 38820262 DOI: 10.1513/annalsats.202312-1020oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 05/29/2024] [Indexed: 06/02/2024] Open
Abstract
Rationale: The American Thoracic Society recommended a single reference equation for spirometry, but the impact on patients is not known. Objectives: To estimate the effect of changing to a single reference equation among veterans with chronic obstructive pulmonary disease (COPD). Methods: A cross-sectional study was conducted including veterans aged ⩾40 to ⩽89 years with COPD and spirometry results from 21 facilities between 2010 and 2019. We collected race and ethnicity data from the electronic health record. We estimated the percentage change in the number of veterans with lung function meeting clinical thresholds used to determine eligibility for lung resection for cancer, lung volume reduction surgery (LVRS), and lung transplantation referral. We estimated the change for each level of U.S. Department of Veterans Affairs service connection and financial impact. Results: We identified 44,892 veterans (Asian, 0.5%; Black, 11.8%; White, 80.8%; and Hispanic, 1.8%). When changing to a single reference equation, Asian and Black veterans had reduced predicted lung function that could result in less surgical lung resection (4.4% and 11.1%, respectively) while increasing LVRS (1.7% and 3.8%) and lung transplantation evaluation for Black veterans (1.2%). White veterans had increased predicted lung function and could experience increased lung resection (8.1%), with less LVRS (3.3%) and lung transplantation evaluation (0.9%). Some Asian and Black veterans could experience increases in monthly disability payments (+$540.38 and +$398.38), whereas White veterans could see a decrease (-$588.79). When aggregated, Hispanic veterans experienced changes attributable to their racial identity and, because this sample was predominantly Hispanic White, had similar results to White veterans. Conclusions: Changing the reference equation could affect access to treatment and disability benefits, depending on race. If adopted, the use of discrete clinical thresholds needs to be reassessed, considering patient-centered outcomes.
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Affiliation(s)
- Laura J Spece
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Travis Hee Wai
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
| | - Lucas M Donovan
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Kevin I Duan
- Department of Medicine, University of Washington, Seattle, Washington
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; and
| | - Robert Plumley
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
| | - Kristina A Crothers
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Neeta Thakur
- Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, California
| | - Aaron Baugh
- Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, California
| | - Sophia Hayes
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Fernando Picazo
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Laura C Feemster
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - David H Au
- Center of Innovation for Veteran-Centered and Value-Driven Care
- VA Puget Sound Health Care System, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
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Rosenfeld M, Cromwell EA, Schechter MS, Ren C, Flume PA, Szczesniak RD, Morgan WJ, Jain R. The impact of switching to race-neutral reference equations on FEV 1 percent predicted among people with cystic fibrosis . J Cyst Fibros 2024; 23:443-449. [PMID: 38556415 DOI: 10.1016/j.jcf.2024.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 02/26/2024] [Accepted: 03/25/2024] [Indexed: 04/02/2024]
Abstract
RATIONALE The American Thoracic Society recommended switching to race-neutral spirometry reference equations, as race is a social construct and to avoid normalizing disparities in lung function due to structural racism. Understanding the impact of the race-neutral equations on percent predicted forced expiratory volume in one second (ppFEV1) in people with cystic fibrosis (PwCF) will help prepare patients and providers to interpret pulmonary function test results. OBJECTIVE(S) To quantify the impact of switching from Global Lung Initiative (GLI) 2012 race-specific to GLI 2022 Global race-neutral reference equations on the distribution of ppFEV1 among PwCF of different races. METHODS Cross-sectional analysis of FEV1 among PwCF ages ≥6 years in the 2021 U.S. Cystic Fibrosis Foundation Patient Registry. We describe the absolute difference in ppFEV1 between the two reference equations by reported race and the effect of age and height on this difference. RESULTS With the switch to GLI Global, ppFEV1 will increase for White (median increase 4.7, (IQR: 3.1; 6.4)) and Asian (2.6 (IQR: 1.6; 3.7)) individuals and decrease for Black individuals (-7.7, (IQR: -10.9; -5.2)). Other race categories will see minimal changes in median ppFEV1. Individuals with higher baseline ppFEV1 and younger age will see a greater change in ppFEV1 (i.e., a greater improvement among White and Asian individuals and a greater decline among Black individuals). CONCLUSIONS Switching from GLI 2012 race-specific reference equations to GLI 2022 Global race-neutral equations will result in larger reductions in ppFEV1 among Black individuals with CF than increases among White and Asian people with CF.
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Affiliation(s)
- Margaret Rosenfeld
- Department of Pediatrics, University of Washington and Seattle Childrens Hospital, USA
| | | | - Michael S Schechter
- Division of Pulmonary and Sleep Medicine, Children's Hospital of Richmond at Viriginia Commonwealth University, USA
| | - Clement Ren
- Division of Pulmonary and Sleep Medicine, Children's Hospital of Philadelphia, USA
| | - Patrick A Flume
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Medical University of South Carolina, USA
| | - Rhonda D Szczesniak
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, USA
| | - Wayne J Morgan
- Pediatric Pulmonary and Sleep Medicine, University of Arizona, USA
| | - Raksha Jain
- Internal Medicine, University of Texas Southwestern, USA
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Bhakta NR, Bime C, Kaminsky DA, McCormack MC, Stanojevic S, Burney P. Reply to Haynes and to Wang. Am J Respir Crit Care Med 2024; 209:118-119. [PMID: 37595270 PMCID: PMC10870891 DOI: 10.1164/rccm.202308-1315le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 08/17/2023] [Indexed: 08/20/2023] Open
Affiliation(s)
- Nirav R. Bhakta
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Christian Bime
- The College of Medicine, University of Arizona Health Sciences, Tucson, Arizona
| | | | | | - Sanja Stanojevic
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada; and
| | - Peter Burney
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
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Wang RJ. Beyond Race-Specific Spirometry Reference Equations: What Comes Next? Am J Respir Crit Care Med 2024; 209:117-118. [PMID: 37595271 PMCID: PMC10870874 DOI: 10.1164/rccm.202305-0921le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/17/2023] [Indexed: 08/20/2023] Open
Affiliation(s)
- Richard J Wang
- Department of Medicine, University of California, San Francisco, San Francisco, California
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