This study provides a comprehensive analysis of LE-SBL and further refines current understanding of the disease. Integration of histopathology, direct/indirect immunofluorescence, and serologic testing is essential to distinguish this entity from other bullous dermatoses. Early institution of glucocorticoids plus hydroxychloroquine achieves rapid disease control. This report offers an important reference for clinicians encountering similar cases.