Symptomatology and Management of Adult Anaphylaxis according to Trigger: A Cross-Sectional Study
Bibliographic record
Abstract
INTRODUCTION: Anaphylaxis is an acute life-threatening allergy, most commonly provoked by food, venom, or drugs. There is limited data regarding differences in symptomatology between anaphylaxis provoked by different triggers. This study aimed to assess sociodemographic characteristics, clinical symptoms, and management of anaphylaxis, according to triggers in adults. METHODS: We conducted a cross-sectional study recruiting adult patients with anaphylactic reactions across 8 emergency departments (EDs) and 1 electronic medical service (EMS) in Canada. Univariate and multivariate regression models were used to evaluate symptoms involving all patients with the outcome of drug-induced anaphylaxis (DIA), venom-induced anaphylaxis (VIA), peanut-induced anaphylaxis (PIA), shellfish-induced anaphylaxis, tree-nut induced anaphylaxis (TIA) and nut-induced anaphylaxis (NIA). We assessed comorbidities associated with severe reactions, stratified by triggers listed above. Additionally, we evaluated the association of each trigger with treatment through regression models involving all patients with medications used as outcome and anaphylaxis triggers used as independent variables. RESULTS: From April 2011 to November 2023, 1,135 adults presenting with anaphylaxis to EDs were recruited. The median age was 35.5 (interquartile range 25.3-51.1). Most of the patients presented with FIA (50.3%). Regarding symptomatology, hypotension was more likely associated with DIA (aOR = 1.20, 95% CI = 1.11-1.30, p < 0.01). When adjusted for age at reaction and male sex, alcohol was more likely associated (aOR = 1.51, 95% CI = 1.04-2.19, p = 0.035) with NIA. Regarding management, TIA was more likely associated with inpatient epinephrine (aOR = 2.05, 95% CI = 1.16-3.64, p = 0.014). DIA was less likely associated with outpatient antihistamine (aOR = 0.68, 95% CI = 0.48-0.89, p < 0.01) whereas TIA was more likely associated with outpatient antihistamine (aOR = 1.81, 95% CI = 1.03-3.19, p = 0.040). CONCLUSION: Our study underscores associations between specific triggers, clinical manifestations and managements, such as the potential link between TIA and throat tightness and hypotension and VIA. Identifying such associations can aid with the prompt diagnosis of anaphylaxis in patients presenting to the ED, leading to swifter treatment initiation and improving overall outcomes.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".