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Gene & Protein in Disease                                        Cullin family members as biomarkers in KIRC



            tissues harboring HPV16, in contrast to those positive for   levels in a variety of cancers and is associated with a poor
            other high-risk genotypes. CUL4A and CUL4B, two CRL4   prognosis. Such alterations in expression can aid medical
            proteins, have been reported to have increased expression   professionals in identifying potential tumors in the early
            or amplification in a wide range of cancers. 6,32,35-39  CUL7   stages of the disease. This, in turn, can enhance the efficacy
            (also known as KIAA0076, p185, p193) is an oncogene   of treatment and patient survival rates. Furthermore,
            that enhances cell growth, migration, proliferation, and   in KIRC, high expression of CUL1 – 3, CUL4A, CUL4B,
            invasion in hepatocellular carcinoma. 40,41  By increasing   CUL5,  and  CUL7 correlates with favorable OS, whereas
            p27, p53, and p21 protein expression, CUL7 knockdown   CUL9  is  linked  to  poor  prognosis.  This  differential
            decreased lung cancer cell proliferation and increased   prognostic value highlights the potential for personalized
            survival. 41,42  The downregulation of CUL7 also enhanced   treatment planning based on cullin expression profiles,
            microtubule re-establishment and induced migratory   allowing clinicians to adopt more aggressive therapies or
            and invasive capabilities in breast cancer cell lines, such   intensive monitoring for high-risk patients.
            as MDAMB-231 and BT549. 43,44   CUL7, associated with   Nevertheless, our research has certain limitations.
            Rabl3, is implicated in adverse prognostic outcomes for   First, all data were gathered and evaluated through online
            hepatocellular carcinoma and in paclitaxel responsiveness   sources; hence, more research involving in vitro tests and
            in breast cancer cellular models. 32
                                                               clinical samples is needed to validate our findings. Second,
              In our study, we conducted GO and KEGG enrichment   the underlying mechanisms, molecular connections,
            analyses to investigate the interplay between the   and clinical applications of individual cullin family
            cullin  genes  and  their  associated  genes.  The  biological   members in KIRC remain incompletely understood and
            processes identified include ubiquitin-dependent protein   warrant further investigation. Finally, as a retrospective
            degradation, ubiquitin-mediated proteolysis, and protein   investigation, prospective outcomes clinical validation is
            polyubiquitination. In addition, the activation of the   essential to confirm the observed associations.
            APC/C complex between the G1/S phase and early       Future research should focus on elucidating the
            anaphase, Golgi vesicle trafficking, and mitotic nuclear   molecular mechanisms through which cullin proteins
            division were also enriched.
                                                               regulate  tumor  and  immune-related  processes  in
              The TME plays a pivotal role in tumorigenesis and   KIRC. Integration of advanced genomic and proteomic
                          23
            therapy response.  Immune cells residing within TME   techniques may offer deeper insights into their functional
            can either  promote or inhibit tumor growth, thereby   roles. Furthermore, clinical trials are needed to validate
            contributing to varied clinical outcomes.  The profile   cullins as reliable biomarkers and therapeutic targets.
                                               45
            of  tumor-infiltrating  immune  cells  is  increasingly   The development of small-molecule inhibitors or
            acknowledged as a prognostic biomarker for customized   immunomodulators specifically targeting cullin pathways
            treatment selection and better patient management.    may open new avenues for precision oncology.
                                                         46
            Using the TIMER database, we found that cullin expression
            is closely linked to the infiltration of six immune cell   5. Conclusion
                                                  +
            types in KIRC: dendritic cells, B cells, CD4  T cells,   The present study investigated the potential value of cullin
            macrophages, neutrophils, and CD8  T cells. This suggests   family members as diagnostic and prognostic biomarkers
                                         +
            that cullins may be associated with both immunological   for KIRC through a systematic bioinformatic analysis.
            status and disease prognosis. Our study aims to provide   First, the mRNA expression patterns of cullin family
            insights into the immune landscape of KIRC, facilitating   members in renal cancer patients were analyzed using
            the advancement of novel immunotherapeutic strategies.   the ONCOMINE database. The results demonstrated
            The immune response has been identified as a key aspect   that CUL1, CUL2, CUL4A, CUL4B, and CUL9 exhibited
            of carcinogenesis and treatment efficacy in KIRC.  In view   significant up-regulation in renal cancer tissues, whereas
                                                   23
            of the considerable morbidity and mortality associated   CUL3,  CUL5, and  CUL7 demonstrated significant
            with KIRC, identifying prognostic molecular markers that   downregulation. Subsequently, the prognostic value of
            alter immune response is essential for improving patient   cullin family members in patients with KIRC was further
            outcomes.                                          evaluated, revealing that the genes may be involved in
              In the context  of  cancer,  alterations  in  the  cullin   the development of KIRC. To further investigate their
            protein expression are of significant clinical significance.   biological mechanisms, we constructed an interaction
            As high expression of some cullin genes is associated with   network comprising cullin family members and their
            tumorigenesis and progression, they can serve as potential   functionally associated genes using  GeneMANIA,
            diagnostic markers. For instance, CUL1 is expressed at high   identifying 20 coexpressed genes in the process. Functional


            Volume 4 Issue 3 (2025)                         10                          doi: 10.36922/GPD025070014
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