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Background Cetuximab is one of the most widely used epidermal growth factor receptor (EGFR) inhibitors to treat patients with metastatic colorectal cancer (mCRC) harboring wild-type of RAS/RAF status. However, primary and acquired resistance to cetuximab is often found during target therapy. Methods To gain insights into the functions of long non-coding RNA (lncRNA) in cetuximab resistance, we used a lncRNA-mining approach to distinguish lncRNA specific probes in Affymetrix HG-U133A 2.0 arrays. Then we performed lncRNA expression profiling in a cetuximab treated mCRC cohort from Gene Expression Ominus (GEO). The potential lncRNAs were further validated in acquired cetuximab resistant cell lines and clinical samples of our hospital. The functions and associated pathways of the prognostic lncRNA were predicted by GO and KEGG analyses. Results 249 lncRNA-specific probe sets (corresponding to 212 lncRNAs) were represented in Affymetrix HG-U133A 2.0 arrays. We found that 9 lncRNAs were differentially expressed between disease control group (DCG) and non-responders, and 5 of these 9 lncRNAs were significantly related with the progression-free survival (PFS) of the patients. Among those 5 lncRNAs, POU5F1P4 was also down-regulated in acquired cetuximab resistant cells, as well as in cetuximab resistant patients. Downregulation of POU5F1P4 decreased the sensitivity of colorectal cancer cells to cetuximab. Conclusion Our findings indicate the potential roles of lncRNAs in cetuximab resistance, and may provide the useful information for discovery of new biomarkers and therapeutic targets. [ABSTRACT FROM AUTHOR]