A simple asthma prediction tool for preschool children with wheeze or cough

Journal of Allergy and Clinical Immunology

Volumn 133, Issue 1, 2014, Pages

  Pescatore, Anina M ^a   Dogaru, Cristian M ^a   Duembgen, Lutz ^a   Silverman, Michael ^b   Gaillard, Erol A ^b   Spycher, Ben D ^a   Kuehni, Claudia E ^a  

^a UNIVERSITY OF BERN   (Switzerland)

^b UNIVERSITY OF LEICESTER   (United Kingdom)

Author keywords

Asthma; children; cohort study; cough; longitudinal; persistence; prediction; prognosis; wheeze

Indexed keywords

ARTICLE; ASTHMA; ASTHMA PREDICTION TOOL; CHILD; CLINICAL ASSESSMENT TOOL; COUGHING; DIAGNOSTIC TEST ACCURACY STUDY; DYSPNEA; ECZEMA; FAMILY HISTORY; FEMALE; FOLLOW UP; HIGH RISK POPULATION; HUMAN; LOW RISK POPULATION; MAJOR CLINICAL STUDY; MALE; PHYSICAL ACTIVITY; POPULATION RESEARCH; PREDICTION; PRESCHOOL CHILD; PRIMARY MEDICAL CARE; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY; UNITED KINGDOM; WHEEZING;

API; AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC CURVE; ASTHMA; ASTHMA PREDICTIVE INDEX; AUC; CHILDREN; COHORT STUDY; COUGH; LASSO; LEAST ABSOLUTE SHRINKAGE AND SELECTION OPERATOR; LONGITUDINAL; PERSISTENCE; PREDICTION; PROGNOSIS; WHEEZE;

ALLERGENS; ASTHMA; CHILD; CHILD, PRESCHOOL; COHORT STUDIES; COUGH; FEMALE; FOLLOW-UP STUDIES; GREAT BRITAIN; HUMANS; INFANT; MALE; PREVALENCE; PROGNOSIS; QUESTIONNAIRES; RESPIRATORY SOUNDS; RISK;

EID: 84891739899     PISSN: 00916749     EISSN: 10976825     Source Type: Journal    
DOI: 10.1016/j.jaci.2013.06.002     Document Type: Article

References (47)

1. C.A. Stevens, D. Turner, C.E. Kuehni, J.M. Couriel, and M. Silverman The economic impact of preschool asthma and wheeze Eur Respir J 21 2003 1000 1006
2. J. Henderson, R. Granell, J. Heron, A. Sherriff, A. Simpson, and A. Woodcock et al. Associations of wheezing phenotypes in the first 6 years of life with atopy, lung function and airway responsiveness in mid-childhood Thorax 63 2008 974 980
3. F.D. Martinez, A.L. Wright, L.M. Taussig, C.J. Holberg, M. Halonen, and W.J. Morgan Asthma and wheezing in the first six years of life. The Group Health Medical Associates N Engl J Med 332 1995 133 138
4. B.D. Spycher, M. Silverman, A.M. Brooke, C.E. Minder, and C.E. Kuehni Distinguishing phenotypes of childhood wheeze and cough using latent class analysis Eur Respir J 31 2008 974 981
5. B.D. Spycher, M. Silverman, and C.E. Kuehni Phenotypes of childhood asthma: are they real? Clin Exp Allergy 40 2010 1130 1141
6. D. Caudri, A.H. Wijga, H.A. Smit, G.H. Koppelman, M. Kerkhof, and M.O. Hoekstra et al. Asthma symptoms and medication in the PIAMA birth cohort: evidence for under and overtreatment Pediatr Allergy Immunol 22 2011 652 659
7. C.F. Robertson, D. Price, R. Henry, C. Mellis, N. Glasgow, and D. Fitzgerald et al. Short-course montelukast for intermittent asthma in children: a randomized controlled trial Am J Respir Crit Care Med 175 2007 323 329
8. J.A. Castro-Rodriguez, C.J. Holberg, A.L. Wright, and F.D. Martinez A clinical index to define risk of asthma in young children with recurrent wheezing Am J Respir Crit Care Med 162 2000 1403 1406
9. D. Caudri, A. Wijga, C.M. Schipper, M. Hoekstra, D.S. Postma, and G.H. Koppelman et al. Predicting the long-term prognosis of children with symptoms suggestive of asthma at preschool age J Allergy Clin Immunol 124 2009 903 910 e1-7
10. C.S. Devulapalli, K.C. Carlsen, G. Haland, M.C. Munthe-Kaas, M. Pettersen, and P. Mowinckel et al. Severity of obstructive airways disease by age 2 years predicts asthma at 10 years of age Thorax 63 2008 8 13
11. P.E. Eysink, G. ter Riet, R.C. Aalberse, W.M. van Aalderen, C.M. Roos, and J.S. van der Zee et al. Accuracy of specific IgE in the prediction of asthma: development of a scoring formula for general practice Br J Gen Pract 55 2005 125 131
12. M. Korppi Asthma predictive factors in infants with bronchiolitis: asthma risk at 13-20 years of age Eur Respir J 36 2010 221 222
13. R.J. Kurukulaaratchy, S. Matthews, S.T. Holgate, and S.H. Arshad Predicting persistent disease among children who wheeze during early life Eur Respir J 22 2003 767 771
14. K.C. Lodrup Carlsen, L. Soderstrom, P. Mowinckel, G. Haland, M. Pettersen, and M.C. Munthe Kaas et al. Asthma prediction in school children; the value of combined IgE-antibodies and obstructive airways disease severity score Allergy 65 2010 1134 1140
15. P.M. Matricardi, S. Illi, T. Keil, P. Wagner, U. Wahn, and S. Lau Predicting persistence of wheezing: one algorithm does not fit all Eur Respir J 35 2010 701 703
16. W.A. Balemans, C.K. van der Ent, A.G. Schilder, E.A. Sanders, G.A. Zielhuis, and M.M. Rovers Prediction of asthma in young adults using childhood characteristics: development of a prediction rule J Clin Epidemiol 59 2006 1207 1212
17. O.E. Savenije, M. Kerkhof, G.H. Koppelman, and D.S. Postma Predicting who will have asthma at school age among preschool children J Allergy Clin Immunol 130 2012 325 331
18. W.M. Corrao, S.S. Braman, and R.S. Irwin Chronic cough as the sole presenting manifestation of bronchial asthma N Engl J Med 300 1979 633 637
19. N.A. Leonardi, B.D. Spycher, M.P. Strippoli, U. Frey, M. Silverman, and C.E. Kuehni Validation of the Asthma Predictive Index and comparison with simpler clinical prediction rules J Allergy Clin Immunol 127 2011 1466 1472.e6
20. E. Steyerberg Clinical prediction models: a practical approach to development, validation, and updating 2009 Springer-Verlag Berlin
21. C.E. Kuehni, A.M. Brooke, M.P. Strippoli, B.D. Spycher, A. Davis, and M. Silverman Cohort profile: the Leicester respiratory cohorts Int J Epidemiol 36 2007 977 985
22. C.M. Dogaru, M.P. Strippoli, B.D. Spycher, U. Frey, C.S. Beardsmore, and M. Silverman et al. Breastfeeding and lung function at school age: does maternal asthma modify the effect? Am J Respir Crit Care Med 185 2012 874 880
23. B.D. Spycher, M. Silverman, M. Egger, M. Zwahlen, and C.E. Kuehni Routine vaccination against pertussis and the risk of childhood asthma: a population-based cohort study Pediatrics 123 2009 944 950
24. H. Bisgaard, and K. Bonnelykke Long-term studies of the natural history of asthma in childhood J Allergy Clin Immunol 126 2010 187 199
25. P.I. Frank, J.A. Morris, M.L. Hazell, M.F. Linehan, and T.L. Frank Long term prognosis in preschool children with wheeze: longitudinal postal questionnaire study 1993-2004 BMJ 336 2008 1423 1426
26. L. Lowe, A. Custovic, and A. Woodcock Childhood asthma Curr Allergy Asthma Rep 4 2004 159 165
27. P.M. Matricardi, S. Illi, C. Gruber, T. Keil, R. Nickel, and U. Wahn et al. Wheezing in childhood: incidence, longitudinal patterns and factors predicting persistence Eur Respir J 32 2008 585 592
28. W.K. Midodzi, B.H. Rowe, C.M. Majaesic, L.D. Saunders, and A. Senthilselvan Predictors for wheezing phenotypes in the first decade of life Respirology 13 2008 537 545
29. E. Piippo-Savolainen, and M. Korppi Wheezy babies - wheezy adults? Review on long-term outcome until adulthood after early childhood wheezing Acta Paediatr 97 2008 5 11
30. A. Sherriff, T.J. Peters, J. Henderson, and D. Strachan Risk factor associations with wheezing patterns in children followed longitudinally from birth to 3(1/2) years Int J Epidemiol 30 2001 1473 1484
31. H.P. Van Bever, K.N. Desager, and M. Hagendorens Critical evaluation of prognostic factors in childhood asthma Pediatr Allergy Immunol 13 2002 77 83
32. J. Friedman, T. Hastie, and R. Tibshirani Regularization paths for generalized linear models via coordinate descent J Stat Softw 33 2010 1 22
33. R. Tibshirani Regression shrinkage and selection via the lasso J R Stat Soc Ser B 58 1996 267 288
34. F. Harrell Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis 2001 Springer Berlin
35. D.W. Hosmer, T. Hosmer, S. Le Cessie, and S. Lemeshow A comparison of goodness-of-fit tests for the logistic regression model Stat Med 16 1997 965 980
36. W.J. Youden Index for rating diagnostic tests Cancer 3 1950 32 35
37. C.E. Rodriguez-Martinez, M.P. Sossa-Briceno, and J.A. Castro-Rodriguez Discriminative properties of two predictive indices for asthma diagnosis in a sample of preschoolers with recurrent wheezing Pediatr Pulmonol 46 2011 1175 1181
38. P.C. Austin, and J.V. Tu Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality J Clin Epidemiol 57 2004 1138 1146
39. M.I. Asher, U. Keil, H.R. Anderson, R. Beasley, J. Crane, and F. Martinez et al. International Study of Asthma and Allergies in Childhood (ISAAC): rationale and methods Eur Respir J 8 1995 483 491
40. M.P. Strippoli, M. Silverman, G. Michel, and C.E. Kuehni A parent-completed respiratory questionnaire for 1-year-old children: repeatability Arch Dis Child 92 2007 861 865
41. R. Pellegrino, G. Viegi, V. Brusasco, R.O. Crapo, F. Burgos, and R. Casaburi et al. Interpretative strategies for lung function tests Eur Respir J 26 2005 948 968
42. S.P. Galant, T. Morphew, S. Amaro, and O. Liao Value of the bronchodilator response in assessing controller naive asthmatic children J Pediatr 151 2007 457 462.e1
43. P.D. Phelan, C.F. Robertson, and A. Olinsky The Melbourne Asthma Study: 1964-1999 J Allergy Clin Immunol 109 2002 189 194
44. J. Friedman, T. Hastie, and R. Tibshirani Regularization paths for generalized linear models via coordinate descent J Stat Softw 33 2010 1 22
45. Homepage for clinical prediction models. Available at: http://survey.erasmusmc.nl/wiki/mgz-clinpred/doku.php?id=rcode-and-data: chapter15. Accessed November 9, 2011.
46. E. Steyerberg Clinical prediction models: a practical approach to development, validation, and updating 2009 Springer-Verlag Berlin
47. N.A. Leonardi, B.D. Spycher, M.P. Strippoli, U. Frey, M. Silverman, and C.E. Kuehni Validation of the Asthma Predictive Index and comparison with simpler clinical prediction rules J Allergy Clin Immunol 127 2011 1466 1472.e6