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Published in: BMC Pulmonary Medicine 1/2020

01-12-2020 | Spirometry | Research article

Validation of the global lung initiative 2012 multi-ethnic spirometric reference equations in healthy urban Zimbabwean 7–13 year-old school children: a cross-sectional observational study

Authors: Tafadzwa Madanhire, Rashida A. Ferrand, Engi F. Attia, Elopy N. Sibanda, Simba Rusakaniko, Andrea M. Rehman

Published in: BMC Pulmonary Medicine | Issue 1/2020

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Abstract

Background

The 2012 Global Lung Function Initiative (GLI2012) provide multi-ethnic spirometric reference equations (SRE) for the 3–95 year-old age range, but Sub-Saharan African populations are not represented. This study aimed to evaluate the fit of the African-American GLI2012 SRE to a population of healthy urban and peri-urban Zimbabwean school-going children (7–13 years).

Methods

Spirometry and anthropometry were performed on black-Zimbabwean children recruited from three primary schools in urban and peri-urban Harare, with informed consent and assent. Individuals with a history or current symptoms of respiratory disease or with a body mass index-z score (BMI) < − 2 were excluded. Spirometry z-scores were generated from African-American GLI2012 SRE, which adjust for age, sex, ethnicity and height, after considering all GLI2012 modules. Anthropometry z-scores were generated using the British (1990) reference equations which adjust for age and sex. The African-American GLI2012 z-score distribution for the four spirometry measurements (FVC, FEV1, FEV1/FVC and MMEF) were evaluated across age, height, BMI and school (as a proxy for socioeconomic status) to assess for bias. Comparisons between the African-American GLI2012 SRE and Polgar equations (currently adopted in Zimbabwe) on the percent-predicted derived values were also performed.

Results

The validation dataset contained acceptable spirometry data from 712 children (344 girls, mean age: 10.5 years (SD 1.81)). The spirometry z-scores were reasonably normally distributed, with all means lower than zero but within the range of ±0.5, indicating a good fit to the African-American GLI2012 SRE. The African-American GLI2012 SRE produced z-scores closest to a normal distribution. Z-scores of girls deviated more than boys. Weak correlations (Pearson’s correlation coefficient < 0.2) were observed between spirometry and anthropometry z-scores, and scatterplots demonstrated no systematic bias associated with age, height, BMI or socioeconomic status. The African-American GLI2012 SRE provided a better fit for Zimbabwean paediatric spirometry data than Polgar equations.

Conclusion

The use of African-American GLI2012 SRE in this population could help in the interpretation of pulmonary function tests.
Appendix
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Literature
1.
go back to reference Parker MJ. Interpreting Spirometry. Otolaryngol Clin N Am. 2014;47(1):39–53.CrossRef Parker MJ. Interpreting Spirometry. Otolaryngol Clin N Am. 2014;47(1):39–53.CrossRef
3.
go back to reference Musafiri S, van Meerbeeck JP, Musango L, Derom E, Brusselle G, Joos G, et al. Spirometric reference values for an east-African population. Respiration. 2013;85(4):297–304.PubMedCrossRef Musafiri S, van Meerbeeck JP, Musango L, Derom E, Brusselle G, Joos G, et al. Spirometric reference values for an east-African population. Respiration. 2013;85(4):297–304.PubMedCrossRef
5.
go back to reference Messan F, Dansou P, Marqueste T, Decherchi P, Tossou R, Amoussou T, et al. First report of FVC and FEV1 reference values for Beninese children aged 11–16 years. ISRN Pulmonology. 2013;2013:1–8.CrossRef Messan F, Dansou P, Marqueste T, Decherchi P, Tossou R, Amoussou T, et al. First report of FVC and FEV1 reference values for Beninese children aged 11–16 years. ISRN Pulmonology. 2013;2013:1–8.CrossRef
6.
go back to reference Fawibe AE, Odeigah LO, Saka MJ. Reference equations for spirometric indices from a sample of the general adult population in Nigeria. BMC Pulm Med. 2017;17(1):48.PubMedPubMedCentralCrossRef Fawibe AE, Odeigah LO, Saka MJ. Reference equations for spirometric indices from a sample of the general adult population in Nigeria. BMC Pulm Med. 2017;17(1):48.PubMedPubMedCentralCrossRef
7.
go back to reference Miller MR, Quanjer PH, Swanney MP, Ruppel G, Enright PL. Interpreting lung function data using 80% predicted and fixed thresholds misclassifies more than 20% of patients. Chest. 2011;139(1):52–9.PubMedCrossRef Miller MR, Quanjer PH, Swanney MP, Ruppel G, Enright PL. Interpreting lung function data using 80% predicted and fixed thresholds misclassifies more than 20% of patients. Chest. 2011;139(1):52–9.PubMedCrossRef
8.
go back to reference Quanjer PH, Stanojevic S, Cole TJ, Baur X, Hall GL, Culver BH, et al. Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations. Eur Respir J. 2012;40(6):1324–43.PubMedPubMedCentralCrossRef Quanjer PH, Stanojevic S, Cole TJ, Baur X, Hall GL, Culver BH, et al. Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations. Eur Respir J. 2012;40(6):1324–43.PubMedPubMedCentralCrossRef
10.
go back to reference Ben Saad H, El Attar MN, Hadj Mabrouk K, Abdelaziz AB, Abdelghani A, Bousarssar M, et al. The recent multi-ethnic global lung initiative 2012 (GLI2012) reference values don’t reflect contemporary adult’s north African spirometry. Respir Med. 2013;107(12):2000–8.PubMedCrossRef Ben Saad H, El Attar MN, Hadj Mabrouk K, Abdelaziz AB, Abdelghani A, Bousarssar M, et al. The recent multi-ethnic global lung initiative 2012 (GLI2012) reference values don’t reflect contemporary adult’s north African spirometry. Respir Med. 2013;107(12):2000–8.PubMedCrossRef
11.
go back to reference Gold PM. The 2007 GOLD guidelines: a comprehensive care framework. Respir Care. 2009;54(8):10. Gold PM. The 2007 GOLD guidelines: a comprehensive care framework. Respir Care. 2009;54(8):10.
15.
go back to reference Backman H, Lindberg A, Sovijärvi A, Larsson K, Lundbäck B, Rönmark E. Evaluation of the global lung function initiative 2012 reference values for spirometry in a Swedish population sample. BMC Pulm Med. 2015;15(1):26.PubMedPubMedCentralCrossRef Backman H, Lindberg A, Sovijärvi A, Larsson K, Lundbäck B, Rönmark E. Evaluation of the global lung function initiative 2012 reference values for spirometry in a Swedish population sample. BMC Pulm Med. 2015;15(1):26.PubMedPubMedCentralCrossRef
16.
go back to reference Abdullah N, Borhanuddin B, Shah SA, Hassan T, Jamal R. Global lung initiative 2012 spirometry reference values in a large Asian cohort of Malay, Chinese and Indian ancestry. Respirology. 2018;23(12):1173–9.PubMedCrossRef Abdullah N, Borhanuddin B, Shah SA, Hassan T, Jamal R. Global lung initiative 2012 spirometry reference values in a large Asian cohort of Malay, Chinese and Indian ancestry. Respirology. 2018;23(12):1173–9.PubMedCrossRef
17.
go back to reference Arigliani M, Canciani MC, Mottini G, Altomare M, Magnolato A, Loa Clemente SV, et al. Evaluation of the global lung initiative 2012 reference values for Spirometry in African children. Am J Respir Crit Care Med. 2017;195(2):229–36.PubMedCrossRef Arigliani M, Canciani MC, Mottini G, Altomare M, Magnolato A, Loa Clemente SV, et al. Evaluation of the global lung initiative 2012 reference values for Spirometry in African children. Am J Respir Crit Care Med. 2017;195(2):229–36.PubMedCrossRef
18.
go back to reference Harik-Khan RI, Fleg JL, Muller DC, Wise RA. The effect of anthropometric and socioeconomic factors on the racial difference in lung function. Am J Respir Crit Care Med. 2001;164(9):1647–54.PubMedCrossRef Harik-Khan RI, Fleg JL, Muller DC, Wise RA. The effect of anthropometric and socioeconomic factors on the racial difference in lung function. Am J Respir Crit Care Med. 2001;164(9):1647–54.PubMedCrossRef
19.
go back to reference Harik-Khan RI, Muller DC, Wise RA. Racial difference in lung function in African-American and white children: effect of anthropometric, socioeconomic, nutritional, and environmental factors. Am J Epidemiol. 2004;160(9):893–900.PubMedCrossRef Harik-Khan RI, Muller DC, Wise RA. Racial difference in lung function in African-American and white children: effect of anthropometric, socioeconomic, nutritional, and environmental factors. Am J Epidemiol. 2004;160(9):893–900.PubMedCrossRef
21.
go back to reference Das D, Mondal H, Patnaik M. Study of dynamic lung function parameters in normal, overweight, and thin school boys. J Sci Soc. 2017;44(1):36. Das D, Mondal H, Patnaik M. Study of dynamic lung function parameters in normal, overweight, and thin school boys. J Sci Soc. 2017;44(1):36.
22.
go back to reference Raju PS, Prasad KVV, Ramana YV, Balakrishna N, Murthy KJR. Influence of socioeconomic status on lung function and prediction equations in Indian children. Pediatr Pulmonol. 2005;39(6):528–36.PubMedCrossRef Raju PS, Prasad KVV, Ramana YV, Balakrishna N, Murthy KJR. Influence of socioeconomic status on lung function and prediction equations in Indian children. Pediatr Pulmonol. 2005;39(6):528–36.PubMedCrossRef
23.
go back to reference Kurmi OP, Lam KBH, Ayres JG. Indoor air pollution and the lung in low- and medium-income countries. Eur Respir J. 2012;40(1):239–54.PubMedCrossRef Kurmi OP, Lam KBH, Ayres JG. Indoor air pollution and the lung in low- and medium-income countries. Eur Respir J. 2012;40(1):239–54.PubMedCrossRef
25.
go back to reference Sherrill DL, Martinez FD, Lebowitz MD, Holdaway MD, Flannery EM, Herbison GP, et al. Longitudinal effects of passive smoking on pulmonary function in New Zealand children. Am Rev Respir Dis. 1992;145(5):1136–41.2.PubMedCrossRef Sherrill DL, Martinez FD, Lebowitz MD, Holdaway MD, Flannery EM, Herbison GP, et al. Longitudinal effects of passive smoking on pulmonary function in New Zealand children. Am Rev Respir Dis. 1992;145(5):1136–41.2.PubMedCrossRef
27.
go back to reference Quanjer PH, Stocks J, Cole TJ, Hall GL, Stanojevic S, on behalf of the Global Lungs Initiative. Influence of secular trends and sample size on reference equations for lung function tests. Eur Respir J. 2011;37(3):658–64.PubMedCrossRef Quanjer PH, Stocks J, Cole TJ, Hall GL, Stanojevic S, on behalf of the Global Lungs Initiative. Influence of secular trends and sample size on reference equations for lung function tests. Eur Respir J. 2011;37(3):658–64.PubMedCrossRef
29.
go back to reference Standardization of spirometry. 1994 Update. American Thoracic Society. Am J Respir Crit Care Med. 1995;152(3):1107–36.CrossRef Standardization of spirometry. 1994 Update. American Thoracic Society. Am J Respir Crit Care Med. 1995;152(3):1107–36.CrossRef
30.
go back to reference Saad HB. Encouraging the publication of spirometric norms in healthy children from Africa. Int J Tuberc Lung Dis. 2019;23(6):764–5.PubMedCrossRef Saad HB. Encouraging the publication of spirometric norms in healthy children from Africa. Int J Tuberc Lung Dis. 2019;23(6):764–5.PubMedCrossRef
32.
go back to reference Cole TJ, Stanojevic S, Stocks J, Coates AL, Hankinson JL, Wade AM. Age- and size-related reference ranges: a case study of spirometry through childhood and adulthood. Stat Med. 2009;28(5):880–98.PubMedPubMedCentralCrossRef Cole TJ, Stanojevic S, Stocks J, Coates AL, Hankinson JL, Wade AM. Age- and size-related reference ranges: a case study of spirometry through childhood and adulthood. Stat Med. 2009;28(5):880–98.PubMedPubMedCentralCrossRef
33.
go back to reference TJ CC, Freeman JV, Preece MA. British 1990 growth reference centiles for weight, height, body mass index and head circumference fitted by maximum penalized likelihood. Stat Med. 1998;17(4):407–29.CrossRef TJ CC, Freeman JV, Preece MA. British 1990 growth reference centiles for weight, height, body mass index and head circumference fitted by maximum penalized likelihood. Stat Med. 1998;17(4):407–29.CrossRef
34.
go back to reference Polgar G, Promadhat V. Pulmonary function testing in children: techniques and standards. Philadelphia: WB Saunders C; 1971. Polgar G, Promadhat V. Pulmonary function testing in children: techniques and standards. Philadelphia: WB Saunders C; 1971.
35.
go back to reference Hibbert ME, Couriel JM, Landau LI. Changes in lung, airway, and chest wall function in boys and girls between 8 and 12 yr. J Appl Physiol. 1984;57(2):304–8.PubMedCrossRef Hibbert ME, Couriel JM, Landau LI. Changes in lung, airway, and chest wall function in boys and girls between 8 and 12 yr. J Appl Physiol. 1984;57(2):304–8.PubMedCrossRef
36.
go back to reference Bellemare F, Jeanneret A, Couture J. Sex differences in thoracic dimensions and configuration. Am J Respir Crit Care Med. 2003;168(3):305–12.PubMedCrossRef Bellemare F, Jeanneret A, Couture J. Sex differences in thoracic dimensions and configuration. Am J Respir Crit Care Med. 2003;168(3):305–12.PubMedCrossRef
38.
go back to reference Woolcock AJ, Colman MH, Blackburn CRB. Factors affecting normal values for ventilatory lung function. Am Rev Respir Dis. 1972;106(5):692–709.PubMedCrossRef Woolcock AJ, Colman MH, Blackburn CRB. Factors affecting normal values for ventilatory lung function. Am Rev Respir Dis. 1972;106(5):692–709.PubMedCrossRef
39.
40.
go back to reference Ratomaharo J, Linares Perdomo O, Collingridge DS, Andriamihaja R, Hegewald M, Jensen RL, et al. Spirometric reference values for Malagasy adults aged 18–73 years. Eur Respir J. 2015;45(4):1046–54.PubMedCrossRef Ratomaharo J, Linares Perdomo O, Collingridge DS, Andriamihaja R, Hegewald M, Jensen RL, et al. Spirometric reference values for Malagasy adults aged 18–73 years. Eur Respir J. 2015;45(4):1046–54.PubMedCrossRef
41.
go back to reference Menezes AMB, Wehrmeister FC, Hartwig FP, Perez-Padilla R, Gigante DP, Barros FC, et al. African ancestry, lung function and the effect of genetics. Eur Respir J. 2015;45(6):1582–9.PubMedPubMedCentralCrossRef Menezes AMB, Wehrmeister FC, Hartwig FP, Perez-Padilla R, Gigante DP, Barros FC, et al. African ancestry, lung function and the effect of genetics. Eur Respir J. 2015;45(6):1582–9.PubMedPubMedCentralCrossRef
42.
go back to reference Quanjer PH. Lung function, genetics and socioeconomic conditions. Eur Respir J. 2015;45(6):1529–33.PubMedCrossRef Quanjer PH. Lung function, genetics and socioeconomic conditions. Eur Respir J. 2015;45(6):1529–33.PubMedCrossRef
43.
go back to reference Quanjer PH, Stanojevic S, Stocks J, Hall GL, Prasad KVV, Cole TJ, et al. Changes in the FEV1/FVC ratio during childhood and adolescence: an intercontinental study. Eur Respir J. 2010;36(6):1391–9.PubMedCrossRef Quanjer PH, Stanojevic S, Stocks J, Hall GL, Prasad KVV, Cole TJ, et al. Changes in the FEV1/FVC ratio during childhood and adolescence: an intercontinental study. Eur Respir J. 2010;36(6):1391–9.PubMedCrossRef
44.
go back to reference Swanney MP, Ruppel G, Enright PL, Pedersen OF, Crapo RO, Miller MR, et al. Using the lower limit of normal for the FEV1/FVC ratio reduces the misclassification of airway obstruction. Thorax. 2008;63(12):1046–51.PubMedCrossRef Swanney MP, Ruppel G, Enright PL, Pedersen OF, Crapo RO, Miller MR, et al. Using the lower limit of normal for the FEV1/FVC ratio reduces the misclassification of airway obstruction. Thorax. 2008;63(12):1046–51.PubMedCrossRef
45.
go back to reference Dratva J, Zemp E, Dharmage SC, Accordini S, Burdet L, Gislason T, et al. Early life origins of lung ageing: Early life exposures and lung function decline in adulthood in two European cohorts aged 28–73 years. Plos One. 2016;11(1):e0145127 Latzin P, editor.PubMedPubMedCentralCrossRef Dratva J, Zemp E, Dharmage SC, Accordini S, Burdet L, Gislason T, et al. Early life origins of lung ageing: Early life exposures and lung function decline in adulthood in two European cohorts aged 28–73 years. Plos One. 2016;11(1):e0145127 Latzin P, editor.PubMedPubMedCentralCrossRef
46.
go back to reference Quanjer PH, Brazzale DJ, Boros PW, Pretto JJ. Implications of adopting the global lungs initiative 2012 all-age reference equations for spirometry. Eur Respir J. 2013;42(4):1046–54.PubMedCrossRef Quanjer PH, Brazzale DJ, Boros PW, Pretto JJ. Implications of adopting the global lungs initiative 2012 all-age reference equations for spirometry. Eur Respir J. 2013;42(4):1046–54.PubMedCrossRef
47.
go back to reference Stanojevic S, Wade A, Stocks J, Hankinson J, Coates AL, Pan H, et al. Reference ranges for spirometry across all ages: a new approach. Am J Respir Crit Care Med. 2008;177(3):253–60.PubMedCrossRef Stanojevic S, Wade A, Stocks J, Hankinson J, Coates AL, Pan H, et al. Reference ranges for spirometry across all ages: a new approach. Am J Respir Crit Care Med. 2008;177(3):253–60.PubMedCrossRef
48.
go back to reference Brazzale DJ, Hall GL, Pretto JJ. Effects of adopting the new global lung function initiative 2012 reference equations on the interpretation of spirometry. Respiration. 2013;86(3):183–9.PubMedCrossRef Brazzale DJ, Hall GL, Pretto JJ. Effects of adopting the new global lung function initiative 2012 reference equations on the interpretation of spirometry. Respiration. 2013;86(3):183–9.PubMedCrossRef
Metadata
Title
Validation of the global lung initiative 2012 multi-ethnic spirometric reference equations in healthy urban Zimbabwean 7–13 year-old school children: a cross-sectional observational study
Authors
Tafadzwa Madanhire
Rashida A. Ferrand
Engi F. Attia
Elopy N. Sibanda
Simba Rusakaniko
Andrea M. Rehman
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Spirometry
Published in
BMC Pulmonary Medicine / Issue 1/2020
Electronic ISSN: 1471-2466
DOI
https://doi.org/10.1186/s12890-020-1091-4

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