Lorlatinib, a highly potent third-generation anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitor (TKI), is employed in the treatment of ALK-positive metastatic non-small cell lung cancer. Despite commonly observed adverse events such as hyperlipidemia, central nervous system (CNS) effects, body weight increase, edema, and peripheral neuropathy, lorlatinib is generally well tolerated. This case study highlights lorlatinib-induced dyslipidemia initially managed with a combination of high-intensity statin and ezetimibe, yielding suboptimal results. However, the lipid profile exhibited gradual improvement following the addition of alirocumab, a proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitor.