| Literature DB >> 27009863 |
Joydeep Bhadury1, Berglind O Einarsdottir1, Agnieszka Podraza1, Roger Olofsson Bagge1, Ulrika Stierner2, Lars Ny2, Marcela Dávila López3, Jonas A Nilsson1.
Abstract
Cell line-derived xenografts (CDXs) are an integral part of drug efficacy testing during development of new pharmaceuticals against cancer but their accuracy in predicting clinical responses in patients have been debated. Patient-derived xenografts (PDXs) are thought to be more useful for predictive biomarker identification for targeted therapies, including in metastatic melanoma, due to their similarities to human disease. Here, tumor biopsies from fifteen patients and ten widely-used melanoma cell lines were transplanted into immunocompromised mice to generate PDXs and CDXs, respectively. Gene expression profiles generated from the tumors of these PDXs and CDXs clustered into distinct groups, despite similar mutational signatures. Hypoxia-induced gene signatures and overexpression of the hypoxia-regulated miRNA hsa-miR-210 characterized CDXs. Inhibition of hsa-miR-210 with decoys had little phenotypic effect in vitro but reduced sensitivity to MEK1/2 inhibition in vivo, suggesting down-regulation of this miRNA could result in development of resistance to MEK inhibitors.Entities:
Keywords: MEK inhibitor; hypoxia; melanoma; miR210; xenografts
Mesh:
Substances:
Year: 2016 PMID: 27009863 PMCID: PMC5029664 DOI: 10.18632/oncotarget.8181
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Transcriptome-wide differences between CDXs and PDXs
(A) Bar graphs showing commonly mutated genes in melanomas across PDXs and CDXs. (B) PCA plot of PDXs and CDXs. (C) Sample distance matrix of all samples used in the study.
Figure 2Differential regulation of miRNAs between PDXs and CDXs
(A) Table showing significantly differentially expressed miRNA's and miRNAHG's between the PDX and CDX. (B) Graph showing raw read counts of miR-210HG between Primary, PDX and CDX.(C) PCA plot of PDX and CDX. (D) Pearson correlation analysis showing top 40 genes that correlated with mir210HG expression.
Figure 3Abrogation of hsa-miR-210 regulation with miRNA decoys completely reverses hypoxia-induced protein translation in vitro and makes MML-1 cells less sensitive to MEK inhibition (GSK1120212/trametinib) in vivo by accelerating tumor progression
(A) qRT-PCR analysis shows marked induction of hsa-miR-210HG expression across the three cell lines in response to hypoxia. (B) qRT-PCR analysis showing hsa-miR-210HG induction in response to hypoxia across three cell lines engineered with the hsa-miR-210 decoy. (C) Western blot analysis of the original and miR210 decoy engineered cell lines under normoxic and hypoxic conditions after 24 h. (D) Tumor sizes post transplantation. (E) Kaplan-Meier plot showing survival statistics of mice carrying MML-1 wild type or decoy-engineered cells treated with either trametinib or vehicle food. (F) Western blot analysis of protein extracts from tumor pieces from MML-1 wildtype or decoy-engineered cells treated with vehicle food only.