medRxivGenetic & Genomic MedicinePreprint
Drug repositioning for immunotherapy in breast cancer using single-cell and spatial transcriptomics analysis
Elyas MohammadiiD, Han JiniD, Cheng ZhangiD, Neda Shafizade, Samira Dashti, Simon LamiD, Mojtaba TahmoorespuriD, Adil MardinoğluiD, Mohammad Hadi SekhavatiiD
Abstract
BackgroundImmunomodulatory peptides are capable of stimulating or suppressing the immune system. Hence, deregulation of them can be considered as an immunotherapy approach. These peptides may have dual behavior in response to different infections. For instance, an antimicrobial peptide may act as an anticancer, tumor marker or even cause cancer progression. MethodsIn this study, we used single-cell RNA sequencing and spatial transcriptomiocs analysis to investigate the deregulation of immunomodulatory peptides in malignant versus normal human breast epithelial cells. We validated the obtained results in chromatin accessibility level. Furthermore, we used a drug repositioning approach to change the expression of these peptides based on their role in cancer biology. ResultsTen immunomodulatory peptides were upregulated in breast cancer versus normal. Chromatin was more accessible for these peptides in cancer cell lines versus normal. Among these ten peptides, five of them were tumor drivers (i.e., BST2, GAPDH, S100A8, S100A9 and HMGB1), three of them were anticancer (i.e., H2AFJ, SCGB2A1 and HMGN2), S100A7 had dual behavior in different cancers and ZG16B was a tumor marker. Using the LINCS L1000 database, we proposed a list of drugs that can deregulate the candidate peptides according to their role in the progression of malignancy. ConclusionsImmunomodulatory peptides can be considered as drug targets based on their role in cancer biology.
- organism: human
- assay: scRNA-seq
- assay: spatial transcriptomics
- research focus: drug response / drug discovery
- approach: statistical model
- Citations
- 0
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