Background: Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal solid malignancies, with poor survival driven by late presentation, aggressive tumor biology, and limited responsiveness to conventional systemic therapy. Advances in molecular profiling have expanded opportunities for biomarker-guided and targeted therapeutic approaches. Methods: A literature review was conducted using PubMed and the Cochrane Library through July 2026, supplemented by abstracts and proceedings from major international oncology conferences. Results: Pancreatic cancer is driven mainly by somatic changes in KRAS, TP53, CDKN2A, and SMAD4. Established precision approaches include maintenance olaparib for selected platinum-sensitive tumors with germline BRCA1 or BRCA2 pathogenic variants, immune checkpoint inhibition for mismatch repair-deficient or microsatellite instability-high tumors, and tropomyosin receptor kinase inhibition for cancers with neurotrophic tyrosine receptor kinase gene fusions. Direct inhibition of KRAS and RAS represents a major therapeutic breakthrough. KRAS G12C inhibitors established proof of concept, while agents targeting the more common KRAS G12D mutation are showing encouraging early activity. In the randomized phase III RASolute 302 trial, the multiselective RAS inhibitor daraxonrasib improved survival compared with chemotherapy in previously treated metastatic disease with oncogenic RAS mutations. Early studies of zoldonrasib combinations have extended this progress to KRAS G12D-mutant disease, although confirmation is required. Molecular profiling, next-generation sequencing, patient-derived organoids, and circulating tumor DNA may further improve treatment selection and monitoring. Conclusions: Precision oncology is becoming clinically relevant in pancreatic ductal adenocarcinoma. KRAS- and RAS-directed therapies are central advances, but resistance, toxicity, limited durability, and access to comprehensive testing remain important challenges.
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