Background: Managing psoriasis in patients with a history of lymphoma presents a unique clinical challenge. Psoriasis is associated with significant comorbidities such as cardiovascular disease and inflammatory arthritis, making optimal treatment vital. Systemic treatments like biologic agents may help mitigate these sequelae of systemic inflammation. However, concerns about immunosuppression in the context of lymphoma recurrence and progression complicate therapeutic decisions. Purpose: This review aims to examine the role of IL-12, IL-17, IL-23, and TNF-α in psoriasis and explores the safety of biologic therapies in this population, with a focus on impact on lymphoma recurrence and progression. Research Design: A narrative review of the current medical literature was conducted. Study Sample: The analysis synthesizes evidence from preclinical studies, clinical trials, post-marketing surveillance registries, retrospetive cohort studies, and case reports concerning the use of biologic agents in psoriasis. Data Collection: Relevant literature was identified an analyzed to compare the mechanisms of action, degree of immunosuppression, and available safety data of different biologic agent classes. Results: Based on current evidence, we propose that IL-17 and IL-23 inhibitors as preferred options due to their targeted mechanisms and favorable safety profiles. In contrast, TNF-α inhibitors are less favored due to their comparatively greater immunosuppressive effects and potential association with lymphoma risk. IL-12/23 inhibitors are questionable given their potential impact on tumor immunosurveillance. Conclusion: For psoriasis patients with a history of lymphoma, IL-17 and IL-23 inhibitors represent the most suitable biologic options, while TNF-α inhibitors and IL-12/23 inhibitors should be used with caution. Clinical data overall remains limited, however, as lymphoma patients are routinely excluded from clinical trials. Further research is needed to clarify long-term safety and optimize treatment strategies for this high-risk population.