By analyzing the IgE antibody recognition patterns across different groups, undertaking a follow-up investigation on the same or similar cohorts would contribute to the evaluation and validation of these shrimp allergens’ capacity to serve as early indicators of shrimp allergy. The gene discussed is IGHE; the disease is Allergy.