bioRxivCancer BiologyPreprint
Discovery and therapeutic exploitation of Master Regulatory miRNAs in Glioblastoma
Shekhar SahaiD, Ying ZhangiD, Myron Keith Gibert, Collin DubeiD, Farina HanifiD, Elizabeth Qian Xu Mulcahy, Sylwia BednarekiD, Pawel MarcinkiewicziD, Xiantao WangiD, Gijung KwakiD, Kadie HudsoniD, Yunan Sun, Manikarna DindaiD, Tapas SahaiD, Fadila Guessous, Nichola A. Cruickshanks, Rossymar Rivera ColόniD, Lily Dell’Olio, Rajitha Anbu, Benjamin Ate Kefas, Pankaj KumariD, Alexander L. KlibanoviD, David SchiffiD, Jung Soo SukiD, Justin S. HanesiD, , Roger AbounaderiD
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Abstract
Glioblastoma is a fatal primary malignant brain tumor, with an average survival of only 15 months despite surgical resection, chemotherapy, and radiation therapy. Due to the concurrent deregulation of numerous genes in glioblastoma, molecular monotherapies have not improved clinical outcomes. Evidence suggests that effectively targeting multiple deregulated molecules is essential for better therapies; however, this is limited by the lack of suitable drugs and the increased toxicity of combination therapies. To address this, we hypothesized that miRNAs, small gene-regulatory RNAs that suppress multiple target genes via sequence complementarity, could be developed to inhibit multiple deregulated genes simultaneously, leading to more effective treatments. We identified master regulatory miRNAs--those that target several deregulated genes in glioblastoma--using PAR-CLIP screenings in glioblastoma cells and analyzed TCGA tumor data to find which targets were deregulated. An algorithm ranked these targets based on their significance in glioblastoma malignancy. We selected two tumor suppressor master regulatory miRNAs, miR-340 and miR-382, and one oncogenic miRNA, miR-17. Validation showed that these miRNAs target critical glioblastoma pathways and significantly inhibit cell growth, survival, invasion, and tumor growth in vivo. We developed an innovative therapeutic delivery approach using Brain Penetrating Nanoparticles in combination with MRI-guided focused ultrasound and microbubbles, resulting in reduced tumor volume and extended survival in glioblastoma-bearing mice. This strategy offers a promising pathway for translating miRNA-based therapies into clinical trials for glioblastoma and other cancers. One Sentence SummaryWe developed and used new computational, experimental, and therapeutic approaches to identify and therapeutically deliver master regulatory miRNAs to inhibit the growth of glioblastoma, the most common and deadly primary brain tumor.
- organism: human
- assay: bulk RNA-seq
- research focus: drug response / drug discovery
- approach: deep learning
- approach: experimental assay
- approach: biophysical modeling
- approach: genetic perturbation / CRISPR
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