Background: Recently, gemcitabine plus nab-paclitaxel (GN) has come to be used frequently as the first-line chemotherapy for advanced pancreatic cancer. It has been reported that chemotherapy-induced peripheral neuropathy (CIPN) associated with nab-paclitaxel (nab-PTX) may impair the quality of life of the patients, and may, moreover, necessitate dose reduction or early cessation of the chemotherapy, thereby potentially impacting patient survival. However, there are no established treatments against CIPN. Several reports have suggested that duloxetine, which has been proved to be highly effective in managing diabetic peripheral neuropathy, is also effective against CIPN induced by platinum agents and taxanes. The aim of this study was to examine the frequency of nab-PTX related CIPN, its various influences, and the efficacy of duloxetine in the management of CIPN. Methods: Data of 121 pancreatic cancer patients who received GN as first chemotherapy between December 2014 and December 2015 at the National Cancer Center Hospital East, Japan, were analyzed retrospectively. Results: The frequency of CIPN of any grade was 60.3% (73 patients) and that of CIPN of grade ≥ 2 was 21.5% (26 patients). Among the patients who showed CIPN, 34 patients received 20-60 mg of duloxetine once daily, and the remaining patients never received it (no duloxetine group). 18 patients were on duloxetine for more than four weeks (the duloxetine group). 8 patients discontinued duloxetine in less than four weeks because of its side effects, such as, nausea, and somnolence. In the duloxetine group, CIPN was improved in 4 patients, and remained non-progressive in 12 patients. The relative dose intensity (RDI) of nab-PTX since the emergence of CIPN in the duloxetine group was higher than that in the no duloxetine group (63.2 % vs. 48.2 %, p = 0.0046). Conclusions: The frequency of nab-PTX related CIPN at our hospital was almost similar to that of previous reports. The results of this study suggest the possibility that duloxetine not only improves nab-PTX-related CIPN, but delays its progression. Therefore, it might contribute to continuing GN with a high RDI for longer periods of time.