Identification of MicroRNA-mRNA Networks in Melanoma and Their Association with PD-1 Checkpoint Blockade Outcomes.
Robert A Szczepaniak SloaneMichael G WhiteRussell G WittAnik BanerjeeMichael A DaviesGuangchun HanElizabeth BurtonNadim AjamiJulie M SimonChantale BernatchezLauren E HayduHussein A TawbiJeffrey E GershenwaldEmily KeungMerrick RossJennifer McQuadeRodabe N AmariaKhalida WaniAlexander J LazarScott E WoodmanLinghua WangMiles C AndrewsJennifer A WargoPublished in: Cancers (2021)
Metastatic melanoma is a deadly malignancy with poor outcomes historically. Immuno-oncology (IO) agents, targeting immune checkpoint molecules such as cytotoxic T-lymphocyte associated protein-4 (CTLA-4) and programmed cell death-1 (PD-1), have revolutionized melanoma treatment and outcomes, achieving significant response rates and remarkable long-term survival. Despite these vast improvements, roughly half of melanoma patients do not achieve long-term clinical benefit from IO therapies and there is an urgent need to understand and mitigate mechanisms of resistance. MicroRNAs are key post-transcriptional regulators of gene expression that regulate many aspects of cancer biology, including immune evasion. We used network analysis to define two core microRNA-mRNA networks in melanoma tissues and cell lines corresponding to 'MITF-low' and 'Keratin' transcriptomic subsets of melanoma. We then evaluated expression of these core microRNAs in pre-PD-1-inhibitor-treated melanoma patients and observed that higher expression of miR-100-5p and miR-125b-5p were associated with significantly improved overall survival. These findings suggest that miR-100-5p and 125b-5p are potential markers of response to PD-1 inhibitors, and further evaluation of these microRNA-mRNA interactions may yield further insight into melanoma resistance to PD-1 inhibitors.
Keyphrases
- gene expression
- skin cancer
- newly diagnosed
- end stage renal disease
- poor prognosis
- binding protein
- network analysis
- dna methylation
- basal cell carcinoma
- dna damage
- prognostic factors
- transcription factor
- type diabetes
- palliative care
- risk assessment
- squamous cell carcinoma
- patient reported outcomes
- oxidative stress
- drug delivery
- papillary thyroid
- weight loss
- skeletal muscle
- human health
- lymph node metastasis
- squamous cell