Statistical Considerations of Food Allergy Prevention Studies

被引:10
|
作者
Bahnson, Henry T. [1 ]
du Toit, George [2 ,3 ]
Lack, Gideon [2 ,3 ]
机构
[1] Benaroya Res Inst, Immune Tolerance Network, Seattle, WA USA
[2] Kings Coll London, Div Asthma Allergy & Lung Biol, Dept Pediat Allergy, London, England
[3] Guys & St Thomas NHS Fdn Trust, London, England
基金
美国国家卫生研究院;
关键词
Prevention studies; Food allergy; Statistical considerations; Complier average causal effect; LEAP; EAT; Dilution effects; Dropout; Imputation; Missing data; Tipping point analysis; Type I error; Type II error; PRINCIPAL STRATIFICATION; CLINICAL-TRIALS; PEANUT ALLERGY; TESTS; POWER; NONCOMPLIANCE; INFANTS; RISK;
D O I
10.1016/j.jaip.2016.12.007
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Clinical studies to prevent the development of food allergy have recently helped reshape public policy recommendations on the early introduction of allergenic foods. These trials are also prompting new research, and it is therefore important to address the unique design and analysis challenges of prevention trials. We highlight statistical concepts and give recommendations that clinical researchers may wish to adopt when designing future study protocols and analysis plans for prevention studies. Topics include selecting a study sample, addressing internal and external validity, improving statistical power, choosing alpha and beta, analysis innovations to address dilution effects, and analysis methods to deal with poor compliance, dropout, and missing data. (C) 2017 The Authors. Published by Elsevier Inc. on behalf of the American Academy of Allergy, Asthma & Immunology.
引用
收藏
页码:274 / 282
页数:9
相关论文
共 50 条
  • [21] IS PREVENTION OF FOOD ALLERGY WORTHWHILE
    BUSINCO, L
    BRUNO, G
    GIAMPIETRO, PG
    FERRARA, M
    JOURNAL OF INVESTIGATIONAL ALLERGOLOGY & CLINICAL IMMUNOLOGY, 1993, 3 (05): : 231 - 236
  • [22] Primary Prevention of Food Allergy
    Peters, Rachel L.
    Neeland, Melanie R.
    Allen, Katrina J.
    CURRENT ALLERGY AND ASTHMA REPORTS, 2017, 17 (08)
  • [23] Stress and food allergy: mechanistic considerations
    Schreier, Hannah M. C.
    Wright, Rosalind J.
    ANNALS OF ALLERGY ASTHMA & IMMUNOLOGY, 2014, 112 (04) : 296 - 301
  • [24] EAACI Food Allergy and Anaphylaxis Guidelines. Primary prevention of food allergy
    Muraro, A.
    Halken, S.
    Arshad, S. H.
    Beyer, K.
    Dubois, A. E. J.
    Du Toit, G.
    Eigenmann, P. A.
    Grimshaw, K. E. C.
    Hoest, A.
    Lack, G.
    O'Mahony, L.
    Papadopoulos, N. G.
    Panesar, S.
    Prescott, S.
    Roberts, G.
    de Silva, D.
    Venter, C.
    Verhasselt, V.
    Akdis, A. C.
    Sheikh, A.
    ALLERGY, 2014, 69 (05) : 590 - 601
  • [25] Food Allergy Risk: A Comprehensive Review of Maternal Interventions for Food Allergy Prevention
    Manti, Sara
    Galletta, Francesca
    Bencivenga, Chiara Lucia
    Bettini, Irene
    Klain, Angela
    D'Addio, Elisabetta
    Mori, Francesca
    Licari, Amelia
    del Giudice, Michele Miraglia
    Indolfi, Cristiana
    NUTRIENTS, 2024, 16 (07)
  • [26] The effects of breastfeeding for prevention of food allergy
    Song, Tae Won
    ALLERGY ASTHMA & RESPIRATORY DISEASE, 2016, 4 (03): : 155 - +
  • [27] Prevention of food allergy in infants and children
    Zeiger, RS
    IMMUNOLOGY AND ALLERGY CLINICS OF NORTH AMERICA, 1999, 19 (03) : 619 - +
  • [28] MILK FORMULAS IN THE PREVENTION OF FOOD ALLERGY
    GUESRY, PR
    SECRETIN, MC
    JOST, R
    PAHUD, JJ
    MONTI, JC
    ALLERGY PROCEEDINGS, 1991, 12 (04): : 221 - 226
  • [29] KETOTIFEN IN PREVENTION AND THERAPY OF FOOD ALLERGY
    MOLKHOU, P
    DUPONT, C
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 1987, 79 (01) : 184 - 184
  • [30] Updates in Food Allergy Prevention in Children
    Abrams, Elissa M.
    Shaker, Marcus
    Stukus, David
    Mack, Douglas P.
    Greenhawt, Matthew
    PEDIATRICS, 2023, 152 (05)