Background: Docetaxel +/- ramucirumab remains the standard of care therapy after progression on platinum doublet and immune checkpoint blockade (ICB) in patients with metastatic non-small cell lung cancer (NSCLC). However, the clinical benefit from docetaxel is short-lived with substantial toxicity. Additionally, whether cancer gene mutation status impacts the benefit from docetaxel has not been systemically studied. In this real-world study, we aim to investigate whether cancer gene mutation status is associated with benefit from docetaxel. We also explored whether IMPOWER150-based regimens (ABCP-atezolizumab + bevacizumab + carboplatin + paclitaxel; ACP-atezolizumab + carboplatin + paclitaxel; BCP-bevacizumab + carboplatin+paclitaxel) may serve as alternative options with better efficacy in this patient population. Methods: We retrospectively queried MD Anderson Cancer Center GEMINI database for patients with metastatic NSCLC who received docetaxel, docetaxel+ramucirumab, or one of the above-mentioned IMPOWER150-based regimens after progression on concomitant or sequential platinum-doublet and ICI. Primary endpoints include progression-free survival (PFS) and overall survival (OS). Results: 274 patients were analyzed (docetaxel n = 99; docetaxel +ramucirumab n = 142; ABCP n = 28; BCP n = 4, ACP n = 1). No significant difference was observed in mPFS (3.00m versus 3.93m, P = 0.156) or mOS (8.40m vs.8.67m, P = 0.737) between patients from docetaxel monotherapy group and docetaxel+ ramucirumab group. Cancer gene mutations in EGFR, KRAS, TP53 or PD-L1 expression (0-1%; 1-49%; ≥50%) were not associated with PFS or OS in the 241 patients treated with docetaxel +/- ramucirumab. Furthermore, there was no difference in mPFS (5.50m versus 3.47m, P = 0.516) or mOS (10.40m versus 8.83m, P = 0.737) in patients who received IMPOWER 150-based regimens compared to those who were treated with docetaxel+/- ramucirumab. The median treatment duration was 1.60m (0.70m-20.23m), 1.90m (0.70m-32.90m), 4.80m(0.70m-33.47m) and 11 patients (11.11%), 20 patients (14.08%), and 3 patients (9.09%) discontinued treatment due to adverse events in the patients treated with docetaxel monotherapy, docetaxel+ramucirumab combined therapy, and the IMPOWER150 regimens, respectively. Conclusions: These results from this real-world study suggested that unlike for ICI therapy, where onco-driver mutations have profound impact on the clinical benefit, the cancer gene mutation status does not impact the benefit from docetaxel +/- ramucirumab in NSCLC patients who progressed on platinum doublets and ICI. Furthermore, the clinical benefit from docetaxel +/- ramucirumab is short-lived. Novel treatment regimens are urgently needed in this clinical setting.