Abstract Glioblastoma multiforme (GBM) IDH-wildtype is the most prevalent brain malignancy in adults. However, molecular mechanisms, which leads to GBM have not been completely elucidated. Granulocyte colony-stimulating factor (GCSF), Granulocyte colony-stimulating factor receptor GCSFR, and Signal transducers and activators of transcription 3 (STAT3) have been involved in the occurrence and development of various cancers, but their role in GBM is little known. Herein, we have investigated the gene and protein expression of GCSF, GCSFR, and STAT3 in 21 tissue biopsy samples and also in tumor associated normal tissue (TANT) samples derived from glioblastoma patients, which revealed significantly differential expression of these genes. To validate our findings, we performed a comprehensive integrated analysis of transcriptomic and proteomic profiling of respective genes by retrieving GBM RNA-sequence data from Genome Atlas Databases. GO and KEGG analysis revealed enrichment in disease-related pathways, such as JAK/STAT pathway activation, which were associated with GBM progression. We further performed computational docking analysis of potential drug candidate Nisin against GCSF, and the results were validated in vitro through cytotoxic activity assay using a human glioblastoma cell line SF-767 in a dose-dependent manner. Our comprehensive analysis reveals that GCSF augments glioma progression, and its blockade with anticancer bacteriocin peptide Nisin can potentially inhibit the growth and metastasis of GBM. Keywords: Glioblastoma, Transcriptomic profiling, Differential gene expression, Anti-cancer peptides, Biomarkers Subject terms: Cancer, Drug discovery, Biomarkers, Oncology Introduction Glioblastoma multiforme (GBM) is the most lethal malignant brain tumour, with a 5-year survival rate < 3% and a median survival of fewer than 15 months^[28]1. Glioblastoma was recently classified as CNS WHO grade-4 IDH wildtype diffuse glioma with microvascular-proliferation and/or intertumoral-necrosis^[29]2. Although immunotherapy has transformed cancer treatment in recent years, GBM is an immunologically cold tumour typically resistant to this therapy due to the development of immune suppression mechanisms. Various studies have explored the intrinsic variables involved in tumour heterogeneity and progression^[30]3. However, tumour microenvironment dynamics are poorly understood and demand extensive study exploring the role of cytokines in the tumour microenvironment, either promoting tumour growth or suppressing its malignant aspects^[31]4,[32]5. Signal transducer and activator of transcription 3 (STAT 3) pathway is one of five critical pathways disrupted in human glioblastoma. In this context, we hypothesized that granulocyte-colony stimulating factor (GCSF), a potent mitogen for various cell types, may have a role in GBM by regulating the phosphorylation state of STAT3^[33]6. While the exact mechanisms linking GCSF and STAT3 phosphorylation in GBM warrant further investigation, several plausible pathways can be considered. The ability of GCSF to phosphorylate STAT3 is consistent with its capacity to activate Janus kinase (JAK) family members. STAT3 is known to be activated by the JAK kinases when it is phosphorylated at tyrosine residues. The subsequent phosphorylation and dimerization of STAT3 following GCSF-induced JAK activation may promote STAT3 nuclear translocation and transcriptional activity^[34]7. The pathogenesis of GBM may then influence the expression of genes involved in cell survival, proliferation, and immune evasion^[35]8. In multiple cellular preferences, cytokines—including GCSF—have been found to activate