Clinical implications of ALDH1A1 and ALDH1A3 mRNA expression in melanoma subtypes

被引:21
|
作者
Samson, Jenny Mae [1 ]
Menon, Dinoop Ravindran [1 ]
Smith, Derek E. [2 ]
Baird, Erika [1 ]
Kitano, Takayuki [1 ,3 ]
Gao, Dexiang [2 ]
Tan, Aik-Choon [4 ]
Fujita, Mayumi [1 ,5 ,6 ]
机构
[1] Univ Colorado Denver, Dept Dermatol, Mail Stop 8127,12801 E 17th Ave,Rm 4124, Aurora, CO 80045 USA
[2] Univ Colorado Denver, Dept Biostat & Informat, Aurora, CO 80045 USA
[3] Univ Ryukyus, Sch Med, Nishihara, Okinawa 9030215, Japan
[4] Univ Colorado Denver, Dept Med, Div Med Oncol, Anschutz Med Campus,Mail Stop 8117, Aurora, CO 80045 USA
[5] Denver VA Med Ctr, Denver, CO 80220 USA
[6] Univ Colorado Denver, Dept Immunol & Microbiol, Aurora, CO 80045 USA
关键词
ALDH1A1; ALDH1A3; Melanoma patient prognosis; GSEA; BRAF/MEK inhibitor response; CANCER STEM-CELLS; ALDEHYDE DEHYDROGENASE; ACQUIRED-RESISTANCE; PROGNOSTIC-SIGNIFICANCE; INTERFERON-ALPHA; DNA METHYLATION; BRAF; MECHANISMS; OVERCOME; PATHWAY;
D O I
10.1016/j.cbi.2019.108822
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Aldehyde dehydrogenase (ALDH) activity is not only a valuable marker for cancer cells with stem-like features, but also plays a vital role in drug resistance and disease progression in many tumors including melanoma. However, the precise role of ALDH activity in patient prognosis remains unclear. In this study, using the Cancer Genome Atlas (TCGA) RNA-sequencing expression data, we analyzed gene expression of ALDH isozymes in melanoma tumors to define the expression patterns and the prognostic and predictive values of these enzymes. We found that ALDH1A1 and ALDH1A3 had both higher and broader expression ranges in melanoma patients, and that ALDH1A3 expression correlated with better overall survival in metastatic melanoma. Further, stratification of the TCGA cohorts by the mutational subtypes of melanoma specifically revealed that expression of ALDH1A3 correlated with better prognosis in metastatic BRAF-mutant melanoma while expression of ALDH1A1 correlated with better prognosis in BRAF wild-type melanoma. Gene set enrichment analysis (GSEA) of these cohorts identified upregulation in oxidative phosphorylation, adipogenesis, and fatty acid metabolism signaling in ALDH1A(lo) patients, suggesting BRAF/MEK inhibitor resistance in that subset of patients. On the other hand, GSEA of ALDH1A3(hi) cohorts revealed upregulation in glycolysis, hypoxia and angiogenesis, suggesting BRAF/MEK inhibitor sensitivity in that subset of patients. Gene expression analysis using pre-treatment tumor samples supports high ALDH1A3 expression before BRAF/MEK inhibitor treatment as predictive of better treatment response in BRAF-mutant melanoma patients. Our study provides evidence that high ALDH1A3 mRNA expression is not only a prognostic marker but also a predictive marker for BRAF/MEK inhibitor treatment response in BRAF-mutant metastatic melanoma patients.
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收藏
页数:9
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