Perioperative chemotherapy has become more common in patients with pancreatic cancer (PC), and the significance of lymph node (LN) metastasis and the role of surgical resection in PC have gradually evolved. In the present study, we reconsidered the significance of LN metastasis for patients with PC. We analyzed 142 PC patients who underwent radical resection at our hospital between September 2012 and December 2021. Patients were divided into three groups based on the performance of preoperative chemotherapy, as follows: up-front surgery (US, n=109), neoadjuvant chemotherapy (NAC, n=22), and conversion surgery (CS, n=11). The characteristics of patients with LN metastasis in the US group were clarified, and a prognostic analysis was performed. The prognostic impact of LN metastasis in the NAC/CS group was examined and compared to that in the US group. Multivariate analysis revealed that high CA19-9 levels, large tumor size, and positive lymphatic invasion were significantly associated with LN metastasis. LN metastasis and portal vein invasion were independent poor prognostic factors in multivariate analysis. Patients without LN metastasis in the NAC group tended to have a better prognosis than those in the US group; however, the prognosis of patients with LN metastasis was similar between the two groups. In the CS and US groups, the prognosis was comparable for patients with and without LN metastasis. LN metastasis is a notably poor prognostic factor for PC patients, even after NAC, and more aggressive perioperative treatments may be considered for these patients.