Patients with metastatic pancreatic adenocarcinoma and poor performance status (PS) are typically excluded from clinical trials of new systemic treatments. Due to concerns that such patients cannot tolerate the greater toxicity sometimes associated with combination chemotherapy regimens, the recommended treatment for pancreatic cancer patients with poor PS is gemcitabine monotherapy. We report the case of a 79-year-old female with pancreatic adenocarcinoma metastatic to the lungs, with multiple comorbidities and an Eastern Cooperative Oncology Group PS of 3, who achieved a rapid and prolonged objective response to gemcitabine plus nab®-paclitaxel. The patient received a total of 11 cycles of treatment. Although her disease was well controlled with gemcitabine plus nab-paclitaxel, she died just over 11 months after diagnosis as a result of her comorbid conditions compounded by treatment-related hematologic toxicity. This case suggests that patients with metastatic pancreatic adenocarcinoma and poor PS may benefit from first-line combination therapy with gemcitabine plus nab-paclitaxel. Further study of this regimen in such patients is warranted.