scholarly journals History of immediate reactions changes the predictive accuracy for pediatric peanut allergy

Author(s):  
Naoko Fusayasu ◽  
Tomoyuki Asaumi ◽  
Kyohei Takahashi ◽  
Ken-ichi Nagakura ◽  
Makoto Nishino ◽  
...  
Author(s):  
Naoko Fusayasu ◽  
Tomoyuki Asaumi ◽  
Kyohei Takahashi ◽  
Ken-ich Nagakura ◽  
Makoto Nishino ◽  
...  

2021 ◽  
Vol 2 ◽  
Author(s):  
Mareen R. Datema ◽  
Sarah A. Lyons ◽  
Montserrat Fernández-Rivas ◽  
Barbara Ballmer-Weber ◽  
André C. Knulst ◽  
...  

Background: It is not well-understood why symptom severity varies between patients with peanut allergy (PA).Objective: To gain insight into the clinical profile of subjects with mild-to-moderate and severe PA, and investigate individual and collective predictive accuracy of clinical background and IgE to peanut extract and components for PA severity.Methods: Data on demographics, patient history and sensitization at extract and component level of 393 patients with probable PA (symptoms ≤ 2 h + IgE sensitization) from 12 EuroPrevall centers were analyzed. Univariable and penalized multivariable regression analyses were used to evaluate risk factors and biomarkers for severity.Results: Female sex, age at onset of PA, symptoms elicited by skin contact with peanut, family atopy, atopic dermatitis, house dust mite and latex allergy were independently associated with severe PA; birch pollen allergy with mild-to-moderate PA. The cross-validated AUC of all clinical background determinants combined (0.74) was significantly larger than the AUC of tests for sensitization to extract (0.63) or peanut components (0.54–0.64). Although larger skin prick test wheal size, and higher IgE to peanut extract, Ara h 1 and Ara h 2/6, were associated with severe PA, and higher IgE to Ara h 8 with mild-to-moderate PA, addition of these measurements of sensitization to the clinical background model did not significantly improve the AUC.Conclusions: Models combining clinical characteristics and IgE sensitization patterns can help establish the risk of severe reactions for peanut allergic patients, but clinical background determinants are most valuable for predicting severity of probable PA in an individual patient.


2017 ◽  
Vol 139 (2) ◽  
pp. AB126
Author(s):  
Malin Berthold ◽  
Barbara Mascialino ◽  
Donna Fountain ◽  
Kevin Cadwell ◽  
Chrysanthi Papageorgakopoulou ◽  
...  

2008 ◽  
Vol 121 (2) ◽  
pp. S147-S147
Author(s):  
J SAVAGE ◽  
S LIMB ◽  
N BRERETON ◽  
R WOOD

2006 ◽  
Vol 15 (06) ◽  
pp. 945-962 ◽  
Author(s):  
JOHN O'DONOVAN ◽  
BARRY SMYTH

Increasing availability of information has furthered the need for recommender systems across a variety of domains. These systems are designed to tailor each user's information space to suit their particular information needs. Collaborative filtering is a successful and popular technique for producing recommendations based on similarities in users' tastes and opinions. Our work focusses on these similarities and the fact that current techniques for defining which users contribute to recommendation are in need of improvement. In this paper we propose the use of trustworthiness as an improvement to this situation. In particular, we define and empirically test a technique for eliciting trust values for each producer of a recommendation based on that user's history of contributions to recommendations. We compute a recommendation range to present to a target user. This is done by leveraging under/overestimate errors in users' past contributions in the recommendation process. We present three different models to compute this range. Our evaluation shows how this trust-based technique can be easily incorporated into a standard collaborative filtering algorithm and we define a fair comparison in which our technique outperforms a benchmark algorithm in predictive accuracy. We aim to show that the presentation of absolute rating predictions to users is more likely to reduce user trust in the recommendation system than presentation of a range of rating predictions. To evaluate the trust benefits resulting from the transparency of our recommendation range techniques, we carry out user-satisfaction trials on BoozerChoozer, a pub recommendation system. Our user-satisfaction results show that the recommendation range techniques perform up to twice as well as the benchmark.


2015 ◽  
Vol 135 (2) ◽  
pp. AB390 ◽  
Author(s):  
Rachel L. Peters ◽  
Katrina Jane Allen ◽  
Shyamali Dharmage ◽  
Jennifer Koplin ◽  
Thahn Dang ◽  
...  

2020 ◽  
Vol 46 (1) ◽  
Author(s):  
A. Piccorossi ◽  
G. Liccioli ◽  
S. Barni ◽  
L. Sarti ◽  
M. Giovannini ◽  
...  

Abstract Background and objective Drug Hypersensitivity Reactions (DHRs) are considered adverse effects of medications that resemble allergy symptoms. The reported positive clinical history of pediatric drug reactions is about 10%, however, after allergy investigations, only a small percent is confirmed as hypersensitivity. The aim of this study was to analyze the clinical history, allergy work-up results and sensitization profile of children and adolescents referred to our Allergy Unit for suspected DHRs. Methods The study evaluated data related to a group of children with a positive history of drug reactions during a two-year period. The allergy work-up consisted of in vivo and in vitro tests, in accordance with the recommendations of the ENDA/EAACI guidelines. Results Data from a group of 637 patients [348 M (54.6%); 289 F (45.4%)] were retrospectively analyzed. Beta lactams (BLs) were the most common drugs involved in the reported clinical history, followed by non-steroidal anti-inflammatory drugs (NSAIDs). Severe cutaneous adverse reactions (SCARs) were most frequently observed during BL treatment. The confirmation of BL hypersensitivity was higher for immediate reactions (IRs) [9.4%; 5.1% through positive skin tests (STs) and 5.5% through drug provocation test (DPT)] compared to non-immediate reactions (non-IRs) (8.1%; 2.2% through STs and 6.2% through DPT). A higher number of positive results was obtained for BLs and macrolides when the tests were performed within 12 months after the index reaction (p < 0.05). During DPTs with amoxicillin-clavulanic acid, four hypersensitivity reactions (including one anaphylaxis) occurred despite negative STs. Conclusion Our data demonstrated that only 9.1% of patients resulted in being positive to allergy tests which is in line with the data in literature. An allergy work-up is mandatory for excluding suspected hypersensitivity.


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