Drug repositioning for immunotherapy in breast cancer using single-cell analysis
Mohammadi, E.; Jin, H.; Zhang, C.; Shafizade, N.; Dashti, S.; Lam, S.; Tahmoorespur, M.; Mardinoglu, A.; Sekhavati, M. H.
Show 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.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Protein profiling of breast carcinomas reveals expression of immune-suppressive factors and signatures relevant to patient outcome 95%
- Hormone Receptor-status Prediction in Breast Cancer Using Gene Expression Profiles and Their Macroscopic Landscape 94%
- Neutrophil extracellular trap formation correlates with improved overall survival in ovarian cancer 94%
Similar papers in this journal
- Unveiling epigenetic regulatory elements associated with breast cancer development 96%
- Immunohistochemical Profiling of Histone Modification Biomarkers Identifies Subtype-Specific Epigenetic Signatures and Potential Drug Targets in Breast Cancer 95%
- Pro-apoptotic and anti-invasive properties underscore the tumor suppressing impact of myoglobin on subset of human breast cancer cells 93%
Similar papers in this journal
- BNIP3 upregulation characterizes cancer cell subpopulation with increased fitness and proliferation 96%
- ERK3/MAPK6 promotes triple-negative breast cancer progression through collective migration and EMT plasticity 94%
- Patient stratification of clear cell renal cell carcinoma using the global transcription factor activity landscape derived from RNA-seq data 94%
Similar papers in this journal
- Immune clustering reveals molecularly distinct subtypes of lung adenocarcinoma 94%
- Multi-omic meta-analysis of transcriptomes and the bibliome uncovers novel hypoxia-inducible genes 92%
- Myogenetic oligodeoxynucleotides as anti-nucleolin aptamers inhibit the growth of embryonal rhabdomyosarcoma cells 92%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.