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Published in: BMC Pulmonary Medicine 1/2012

Open Access 01-12-2012 | Study protocol

Predicting asthma in preschool children with asthma symptoms: study rationale and design

Authors: Esther Hafkamp-de Groen, Hester F Lingsma, Daan Caudri, Alet Wijga, Vincent WV Jaddoe, Ewout W Steyerberg, Johan C de Jongste, Hein Raat

Published in: BMC Pulmonary Medicine | Issue 1/2012

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Abstract

Background

In well-child care it is difficult to determine whether preschool children with asthma symptoms actually have or will develop asthma at school age. The PIAMA (Prevention and Incidence of Asthma and Mite Allergy) Risk Score has been proposed as an instrument that predicts asthma at school age, using eight easy obtainable parameters, assessed at the time of first asthma symptoms at preschool age. The aim of this study is to present the rationale and design of a study 1) to externally validate and update the PIAMA Risk Score, 2) to develop an Asthma Risk Appraisal Tool to predict asthma at school age in (specific subgroups of) preschool children with asthma symptoms and 3) to test implementation of the Asthma Risk Appraisal Tool in well-child care.

Methods and design

The study will be performed within the framework of Generation R, a prospective multi-ethnic cohort study. In total, consent for postnatal follow-up was obtained from 7893 children, born between 2002 and 2006. At preschool age the PIAMA Risk Score will be assessed and used to predict asthma at school age. Discrimination (C-index) and calibration will be assessed for the external validation. We will study whether the predictive ability of the PIAMA Risk Score can be improved by removing or adding predictors (e.g. preterm birth). The (updated) PIAMA Risk Score will be converted to the Asthma Risk Appraisal Tool- to predict asthma at school age in preschool children with asthma symptoms. Additionally, we will conduct a pilot study to test implementation of the Asthma Risk Appraisal Tool in well-child care.

Discussion

Application of the Asthma Risk Appraisal Tool in well-child care will help to distinguish preschool children at high- and low-risk of developing asthma at school age when asthma symptoms appear.
This study will increase knowledge about the validity of the PIAMA risk score and might improve risk assessment of developing asthma at school age in (specific subgroups of) preschool children, who present with asthma symptoms at well-child care.
Literature
1.
go back to reference Martinez FD: What have we learned from the Tucson Children’s Respiratory Study?. Paediatr Respir Rev. 2002, 3: 193-197. 10.1016/S1526-0542(02)00188-4.CrossRefPubMed Martinez FD: What have we learned from the Tucson Children’s Respiratory Study?. Paediatr Respir Rev. 2002, 3: 193-197. 10.1016/S1526-0542(02)00188-4.CrossRefPubMed
2.
go back to reference Caudri D, Wijga AH, Smit HA, Koppelman GH, Kerkhof M, Hoekstra MO, Brunekreef B, de Jongste JC: Asthma symptoms and medication in the PIAMA birth cohort: evidence for under and overtreatment. Pediatr Allergy Immunol. 2011, 22: 652-659. 10.1111/j.1399-3038.2011.01193.x.CrossRefPubMed Caudri D, Wijga AH, Smit HA, Koppelman GH, Kerkhof M, Hoekstra MO, Brunekreef B, de Jongste JC: Asthma symptoms and medication in the PIAMA birth cohort: evidence for under and overtreatment. Pediatr Allergy Immunol. 2011, 22: 652-659. 10.1111/j.1399-3038.2011.01193.x.CrossRefPubMed
3.
go back to reference Buijze H, Jawad J, van der Kort G, Korthuis SE, van der Lei J, Mink M, Nijendaal G, Potting SMC, Roest E, Schilthuis HJ, et al: Evaluatie Jeugdgezondheidszorg 2006. 2006, Leiden: TNO and Van Naem & Partners Buijze H, Jawad J, van der Kort G, Korthuis SE, van der Lei J, Mink M, Nijendaal G, Potting SMC, Roest E, Schilthuis HJ, et al: Evaluatie Jeugdgezondheidszorg 2006. 2006, Leiden: TNO and Van Naem & Partners
4.
go back to reference Hafkamp-de Groen E, Mohangoo AD, de Jongste JC, Van der Wouden JC, Moll HA, Jaddoe VW, Hofman A, de Koning HJ, Raat H: Early detection and counselling intervention of asthma symptoms in preschool children: study design of a cluster randomised controlled trial. BMC Publ Health. 2010, 10: 555-10.1186/1471-2458-10-555.CrossRef Hafkamp-de Groen E, Mohangoo AD, de Jongste JC, Van der Wouden JC, Moll HA, Jaddoe VW, Hofman A, de Koning HJ, Raat H: Early detection and counselling intervention of asthma symptoms in preschool children: study design of a cluster randomised controlled trial. BMC Publ Health. 2010, 10: 555-10.1186/1471-2458-10-555.CrossRef
5.
go back to reference Balemans WA, van der Ent CK, Schilder AG, Sanders EA, Zielhuis GA, Rovers MM: Prediction of asthma in young adults using childhood characteristics: Development of a prediction rule. J Clin Epidemiol. 2006, 59: 1207-1212. 10.1016/j.jclinepi.2006.02.011.CrossRefPubMed Balemans WA, van der Ent CK, Schilder AG, Sanders EA, Zielhuis GA, Rovers MM: Prediction of asthma in young adults using childhood characteristics: Development of a prediction rule. J Clin Epidemiol. 2006, 59: 1207-1212. 10.1016/j.jclinepi.2006.02.011.CrossRefPubMed
6.
go back to reference Castro-Rodriguez JA, Holberg CJ, Wright AL, Martinez FD: A clinical index to define risk of asthma in young children with recurrent wheezing. Am J Respir Crit Care Med. 2000, 162: 1403-1406.CrossRefPubMed Castro-Rodriguez JA, Holberg CJ, Wright AL, Martinez FD: A clinical index to define risk of asthma in young children with recurrent wheezing. Am J Respir Crit Care Med. 2000, 162: 1403-1406.CrossRefPubMed
7.
go back to reference Caudri D, Wijga A, Schipper CM, Hoekstra M, Postma DS, Koppelman GH, Brunekreef B, Smit HA, de Jongste JC: Predicting the long-term prognosis of children with symptoms suggestive of asthma at preschool age. J Allergy Clin Immunol. 2009, 124: 903-910. 10.1016/j.jaci.2009.06.045. e901-907.CrossRefPubMed Caudri D, Wijga A, Schipper CM, Hoekstra M, Postma DS, Koppelman GH, Brunekreef B, Smit HA, de Jongste JC: Predicting the long-term prognosis of children with symptoms suggestive of asthma at preschool age. J Allergy Clin Immunol. 2009, 124: 903-910. 10.1016/j.jaci.2009.06.045. e901-907.CrossRefPubMed
8.
go back to reference Devulapalli CS, Carlsen KC, Haland G, Munthe-Kaas MC, Pettersen M, Mowinckel P, Carlsen KH: Severity of obstructive airways disease by age 2 years predicts asthma at 10 years of age. Thorax. 2008, 63: 8-13. 10.1136/thx.2006.060616.CrossRefPubMed Devulapalli CS, Carlsen KC, Haland G, Munthe-Kaas MC, Pettersen M, Mowinckel P, Carlsen KH: Severity of obstructive airways disease by age 2 years predicts asthma at 10 years of age. Thorax. 2008, 63: 8-13. 10.1136/thx.2006.060616.CrossRefPubMed
9.
go back to reference Eysink PE, ter Riet G, Aalberse RC, van Aalderen WM, Roos CM, van der Zee JS, Bindels PJ: Accuracy of specific IgE in the prediction of asthma: development of a scoring formula for general practice. Br J Gen Pract. 2005, 55: 125-131.PubMedPubMedCentral Eysink PE, ter Riet G, Aalberse RC, van Aalderen WM, Roos CM, van der Zee JS, Bindels PJ: Accuracy of specific IgE in the prediction of asthma: development of a scoring formula for general practice. Br J Gen Pract. 2005, 55: 125-131.PubMedPubMedCentral
10.
go back to reference Kurukulaaratchy RJ, Matthews S, Holgate ST, Arshad SH: Predicting persistent disease among children who wheeze during early life. Eur Respir J. 2003, 22: 767-771. 10.1183/09031936.03.00005903.CrossRefPubMed Kurukulaaratchy RJ, Matthews S, Holgate ST, Arshad SH: Predicting persistent disease among children who wheeze during early life. Eur Respir J. 2003, 22: 767-771. 10.1183/09031936.03.00005903.CrossRefPubMed
11.
go back to reference Matricardi PM, Illi S, Gruber C, Keil T, Nickel R, Wahn U, Lau S: Wheezing in childhood: incidence, longitudinal patterns and factors predicting persistence. Eur Respir J. 2008, 32: 585-592. 10.1183/09031936.00066307.CrossRefPubMed Matricardi PM, Illi S, Gruber C, Keil T, Nickel R, Wahn U, Lau S: Wheezing in childhood: incidence, longitudinal patterns and factors predicting persistence. Eur Respir J. 2008, 32: 585-592. 10.1183/09031936.00066307.CrossRefPubMed
12.
go back to reference Wever-Hess J, Kouwenberg JM, Duiverman EJ, Hermans J, Wever AM: Prognostic characteristics of asthma diagnosis in early childhood in clinical practice. Acta Paediatr. 1999, 88: 827-834. 10.1111/j.1651-2227.1999.tb00056.x.CrossRefPubMed Wever-Hess J, Kouwenberg JM, Duiverman EJ, Hermans J, Wever AM: Prognostic characteristics of asthma diagnosis in early childhood in clinical practice. Acta Paediatr. 1999, 88: 827-834. 10.1111/j.1651-2227.1999.tb00056.x.CrossRefPubMed
13.
go back to reference Jaddoe VW, van Duijn CM, van der Heijden AJ, Mackenbach JP, Moll HA, Steegers EA, Tiemeier H, Uitterlinden AG, Verhulst FC, Hofman A: The Generation R Study: design and cohort update 2010. Eur J Epidemiol. 2010, 25: 823-841. 10.1007/s10654-010-9516-7.CrossRefPubMedPubMedCentral Jaddoe VW, van Duijn CM, van der Heijden AJ, Mackenbach JP, Moll HA, Steegers EA, Tiemeier H, Uitterlinden AG, Verhulst FC, Hofman A: The Generation R Study: design and cohort update 2010. Eur J Epidemiol. 2010, 25: 823-841. 10.1007/s10654-010-9516-7.CrossRefPubMedPubMedCentral
14.
go back to reference Asher MI, Keil U, Anderson HR, Beasley R, Crane J, Martinez F, Mitchell EA, Pearce N, Sibbald B, Stewart AW, et al: International Study of Asthma and Allergies in Childhood (ISAAC): rationale and methods. Eur Respir J. 1995, 8: 483-491. 10.1183/09031936.95.08030483.CrossRefPubMed Asher MI, Keil U, Anderson HR, Beasley R, Crane J, Martinez F, Mitchell EA, Pearce N, Sibbald B, Stewart AW, et al: International Study of Asthma and Allergies in Childhood (ISAAC): rationale and methods. Eur Respir J. 1995, 8: 483-491. 10.1183/09031936.95.08030483.CrossRefPubMed
15.
go back to reference Sole D, Vanna AT, Yamada E, Rizzo MC, Naspitz CK: International Study of Asthma and Allergies in Childhood (ISAAC) written questionnaire: validation of the asthma component among Brazilian children. J Investig Allergol Clin Immunol. 1998, 8: 376-382.PubMed Sole D, Vanna AT, Yamada E, Rizzo MC, Naspitz CK: International Study of Asthma and Allergies in Childhood (ISAAC) written questionnaire: validation of the asthma component among Brazilian children. J Investig Allergol Clin Immunol. 1998, 8: 376-382.PubMed
16.
go back to reference Vergouwe Y, Moons KG, Steyerberg EW: External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients. Am J Epidemiol. 2010, 172: 971-980. 10.1093/aje/kwq223.CrossRefPubMedPubMedCentral Vergouwe Y, Moons KG, Steyerberg EW: External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients. Am J Epidemiol. 2010, 172: 971-980. 10.1093/aje/kwq223.CrossRefPubMedPubMedCentral
17.
go back to reference Leonardi NA, Spycher BD, Strippoli MP, Frey U, Silverman M, Kuehni CE: Validation of the Asthma Predictive Index and comparison with simpler clinical prediction rules. J Allergy Clin Immunol. 2011, 127: 1466-1472. 10.1016/j.jaci.2011.03.001. e1466.CrossRefPubMed Leonardi NA, Spycher BD, Strippoli MP, Frey U, Silverman M, Kuehni CE: Validation of the Asthma Predictive Index and comparison with simpler clinical prediction rules. J Allergy Clin Immunol. 2011, 127: 1466-1472. 10.1016/j.jaci.2011.03.001. e1466.CrossRefPubMed
18.
go back to reference Dusseldorp E, Boere-Boonekamp MM, Coenen-Van Vroonhoven E: Pilotstudie D-screening: screening op ontwikkelingsachterstand bij het jonge kind, uitgevoerd door de jeugdarts. 2011, Leiden: TNO Dusseldorp E, Boere-Boonekamp MM, Coenen-Van Vroonhoven E: Pilotstudie D-screening: screening op ontwikkelingsachterstand bij het jonge kind, uitgevoerd door de jeugdarts. 2011, Leiden: TNO
19.
go back to reference Vergouwe Y, Steyerberg EW, Eijkemans MJ, Habbema JD: Substantial effective sample sizes were required for external validation studies of predictive logistic regression models. J Clin Epidemiol. 2005, 58: 475-483. 10.1016/j.jclinepi.2004.06.017.CrossRefPubMed Vergouwe Y, Steyerberg EW, Eijkemans MJ, Habbema JD: Substantial effective sample sizes were required for external validation studies of predictive logistic regression models. J Clin Epidemiol. 2005, 58: 475-483. 10.1016/j.jclinepi.2004.06.017.CrossRefPubMed
20.
go back to reference Van den Boom G: Early detection and medical treatment of asthma and COPD in general practice [PhD Thesis]. 2000, Katholieke Universiteit Nijmegen: University Press Nijmegen Van den Boom G: Early detection and medical treatment of asthma and COPD in general practice [PhD Thesis]. 2000, Katholieke Universiteit Nijmegen: University Press Nijmegen
Metadata
Title
Predicting asthma in preschool children with asthma symptoms: study rationale and design
Authors
Esther Hafkamp-de Groen
Hester F Lingsma
Daan Caudri
Alet Wijga
Vincent WV Jaddoe
Ewout W Steyerberg
Johan C de Jongste
Hein Raat
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Pulmonary Medicine / Issue 1/2012
Electronic ISSN: 1471-2466
DOI
https://doi.org/10.1186/1471-2466-12-65

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