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An Integrative Multi-Omics Data-Driven Identification of Key Molecular and Cellular Alterations in Prostate Cancer: A Translational Genomics Approach

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dc.contributor.author Hanif, Waqar
dc.date.accessioned 2023-08-18T06:28:12Z
dc.date.available 2023-08-18T06:28:12Z
dc.date.issued 2023-08-18
dc.identifier.uri http://10.250.8.41:8080/xmlui/handle/123456789/36824
dc.description.abstract Prostate cancer stands as a prominent malignancy of the prostate gland, a leading cause of male mortality globally. This cancerous growth disrupts the pro- duction of prostatic fluid, integral for sperm transportation and safeguarding. Pro- gression of this cancer is steered by flawed cell signaling, immune response and gene expression, ultimately enabling evasion, expansion, and metastasis. Conven- tional treatments often spur drug resistance and a more aggressive cancer phenotype. This study utilized bulk and single-cell RNA-sequencing techniques to delve into the fundamental molecular and cellular changes underpinning prostate cancer with focus towards immune response from both tumor and normal prostate glands. Out- comes spotlighted 1,634 differentially expressed genes, notably introducing novel noncoding (SCARNA3, SNORA74D, SNORD70) and coding (MSTRG.11932.6, MSTRG.28256.4, MSTRG.25472.3) alternatively spliced transcripts involved in im- mune responses and crosstalk. Furthermore, detailed scrutiny at the single-cell level unveiled dampened anti-tumor pathways, such as TCR and MHC-II, spanning various immune cell categories, thus signifying a compromised tumor microenvironment from an immunological standpoint. Conversely, pathways propelling tumor advancement, including interleukins, maintained consistent elevation, fostering prolonged inflam- mation that propels tumor growth while circumventing immune vigilance. Cell-cell communication analysis revealed the role of IL-2 and IL-4 pathways in nurturing immunosuppression within the tumor microenvironment through T-cell anergy, fa- cilitated through CD4+ NKT-like, CD8+ NKT-like and memory CD4+ cells. This comprehensive approach further pinpointed the disruption of key signaling molecules (IL2RG, IL2RB, IL7R), involved in IL-2 and IL-4 pathways inhibited essential im- mune response pathways, such as TCR and MHC-II antigen presentation, crucial for anti-cancer activities. This study identifies novel (IL2RB, IL2RG) cancer immunother- apy targets for targeted immunotherapy against prostate cancer. en_US
dc.description.sponsorship Dr. Rehan Zafara Paracha en_US
dc.language.iso en_US en_US
dc.publisher SINES NUST. en_US
dc.subject Genomics Approach, Integrative Multi-Omics, Molecular and Cellular Alterations,Data-Driven Identification en_US
dc.title An Integrative Multi-Omics Data-Driven Identification of Key Molecular and Cellular Alterations in Prostate Cancer: A Translational Genomics Approach en_US
dc.type Thesis en_US


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