%0 Journal Article %T Case Report: The Role of Tricyclic Antidepressants in Treating Resistant Depression %A Rocco de Filippis %A Abdullah Al Foysal %J Open Access Library Journal %V 11 %N 11 %P 1-12 %@ 2333-9721 %D 2024 %I Open Access Library %R 10.4236/oalib.1112368 %X Background: Tricyclic antidepressants (TCAs) have historically played a central role in treating depression but are often overshadowed by newer antidepressants due to their side effect profiles. However, TCAs remain a valuable option, particularly for patients with treatment-resistant depression (TRD), where other medications fail to achieve symptom remission. Objective: This study aims to evaluate the efficacy of TCAs in resolving treatment-resistant depression by analyzing clinical outcomes in patients unresponsive to multiple antidepressants. Methods: This case report includes 100 participants diagnosed with major depressive disorder (MDD) who failed to respond to selective serotonin reuptake inhibitors (SSRIs) and serotonin-norepinephrine reuptake inhibitors (SNRIs). Participants were divided into two groups: Group A received Amitriptyline (75 mg/day), and Group B received Nortriptyline (50 mg/day), added to their existing treatment regimens. Clinical outcomes were measured using the Hamilton Depression Rating Scale (HDRS) and the Beck Depression Inventory (BDI) over a 6-month period. Machine learning models were used to analyze treatment success and predict key outcome factors. Results: Both groups demonstrated significant improvement in depressive symptoms. HDRS scores decreased from a mean baseline of 24.28 to 12.44, and BDI scores from 29.36 to 12.93 across all participants. Machine learning analysis identified 6-month HDRS and BDI scores as the most significant predictors of treatment success, with age and baseline scores contributing less significantly. Conclusion: TCAs, specifically Amitriptyline and Nortriptyline, show substantial efficacy in treating treatment-resistant depression, particularly in patients who do not respond to newer antidepressants. These findings suggest that TCAs remain a viable treatment option in modern psychiatric practice, though their side effects require careful management. Future studies should explore personalized treatment strategies to optimize TCA use in TRD cases. %K Tricyclic Antidepressants %K Treatment-Resistant Depression %K Major Depressive Disorder %K TCA Augmentation %K ML %U http://www.oalib.com/paper/6839356