Integrative Pan-Cancer Analysis of KIF15 Reveals Its Diagnosis and Prognosis Value in Nasopharyngeal Carcinoma

Pan-cancer analysis of kinesin family members with potential implications in prognosis and immunological role in human cancer

Background

Kinesin is a molecular motor for transporting "goods" within cells and plays a key role in many types of tumors. The multi-angle study of kinesin at the pan-cancer level is conducive to understanding its role in tumorigenesis and development and clinical treatment potential.

Methods

We evaluated the expression of KIF genes, performed differential analysis by using the R package limma, and explored the pan-cancer prognosis of KIF genes by univariate Cox regression analysis. To evaluate the pan-cancer role of KIF genes as a whole, we defined the KIFscore with the help of gene set variation analysis (GSVA) and explored the KIFscores across normal tissues, tumor cell lines, and 33 tumor types in TCGA. Next, we used spearman correlation analysis to extensively study the correlation between the KIFscore and tumor prognosis and be-tween the KIFscore and clinical indicators. We also identified the relationship between the KIFscore and genomic variation and immune molecular signatures by multiplatform analysis. Finally, we identified the key genes in clear cell renal cell carcinoma (ccRCC) through machine learning algorithms and verified the candidate genes by CCK8, wound healing assay, Transwell assay, and flow cytometry.

Results

In most cancers, KIFscores are high and they act as a risk factor for cancer. The KIFscore was significantly associated with copy number variation (CNV), tumor mutation burden (TMB), immune subtypes, DNA repair deficiency, and tumor stemness indexes. Moreover, in almost all cancer species, the KIFscore was positively correlated with T cell CD4+ TH2, the common lymphoid pro-genitor, and the T cell follicular helper. In addition, it was negatively correlated with CXCL16, CCL14, TNFSF13, and TNFRSF14 and positively correlated with ULBP1, MICB, and CD276. Machine learning helped us to identify four hub-genes in ccRCC. The suitable gene, KIF14, is highly expressed in ccRCC and promotes tumor cell proliferation, migration, and invasion.

Conclusion

Our study shows that the KIF genes play an important pan-cancer role and may become a potential new target for a variety of tumor treatments in the future. Furthermore, KIF14, a key molecule in the KIF genes, can provide a new idea for the ccRCC treatment.

KIF15 knockdown inhibits the development of endometrial cancer by suppressing epithelial-mesenchymal transition and stemness through Wnt/β-catenin signaling

Endometrial cancer (EC) is one of the most common cancers among women, while the incidence of EC is rising. Many studies have found that Kinesin family member 15 (KIF15) is highly expressed in a series of cancers, but the role of KIF15 in EC is unclear. We detected the expression level of KIF15 in a microarray of EC tissues by immunohistochemical staining (IHC), and analyzed the correlation between the expression level of KIF15 and the pathological characteristics of patients. After inhibit the expression of KIF15 in EC cells with lentivirus, cell proliferation and apoptosis were detected respectively by CCK8 assay, flow cytometry and tunnel assay. Transwell assay and wound healing assay were used to examine the migration ability and invasion ability of EC cells. Spheroid formation assay was used to evaluate cell self-renewal ability. In vivo tumor xenograft model was used for validation. The expressions of epithelial-mesenchymal transition, cancer stem cells, and Wnt/β-catenin signaling molecules were detected by Western blotting. The results showed that the expression of KIF15 in EC tissues was higher than that in normal endometrial tissues, while the expression level of KIF15 in EC was positively correlated with the pathological grade of the tumor. The down-regulation of KIF15 reduced the proliferation, colony formation, invasion, migration and self-renewal ability of EC cells, while promoted cell apoptosis. Knockdown of KIF15 inactivates the Wnt/β-catenin signaling of EC cells, inhibitors of Wnt signaling can counteract the enhanced self-renewal ability caused by KIF15 overexpression. Therefore, KIF15 may be a new potential target for diagnosis and treatment of EC.

Deficiency of Kif15 gene inhibits tumor growth due to host CD8+T lymphocytes increase

Kif15, also name kinesin-12, is a microtubule (MT) associate protein, which functions as a regulator of MT-dependent transport or spindle organization. Previous studies reported Kif15 increases in many tumors, however the effect of host Kif15 gene lack on tumor growth is not investigated. In this study, CRISPR/Cas9 mediated Kif15 gene knockout (Kif15^-/-) mice were established and HE (Hematoxylin-Eosin) assay revealed no significant differences of morphology in most adult tissues (heart, liver, lung, kidney, and brain) except a retarded development of spleen in adult Kif15^-/- mice. RNA sequence analysis of adult spleen tissues of Kif15^-/- and Kif15^+/+ mice was performed, and the results revealed that a total of 438 mRNAs were significantly differentially expressed in Kif15 knockout spleen, showing the top biological process was immune system process. FCM (Flow Cytometry) assay showed the percentage of CD8⁺ T lymphocytes notably increased in spleens of 9 w and 12 w old Kif15^-/- mice. The CD8⁺ T lymphocytes are cytotoxic effector cells fighting against tumor. We thus detected the tumor growth in Kif15^-/- mice using the melanoma cells inoculated subcutaneously. The tumor size significantly reduced in Kif15^-/- mice. We finally detected whether Kif15 dysfunction affects the phagocytic function of macrophages on tumor cells, and the result showed Kif15 inhibitor treated macrophages significantly promoted the phagocytosis in vitro. In summary, this study revealed that the tumor-bearing mice of Kif15 gene deficiency notably inhibited tumor growth due to innate immune activation, which was the first report of the relation of Kif15 on the immunoreactivity.

KIF15 is essential for USP10-mediated PGK1 deubiquitination during the glycolysis of pancreatic cancer

Glycolysis is the most predominant metabolic reprogramming of pancreatic cancer (PC), the underlying mechanism of which in PC cells remains unclear. In this study, we found for the first time that KIF15 promotes the glycolytic capacity of PC cells and PC tumor growth. Moreover, the expression of KIF15 was negatively correlated with the prognosis of PC patients. The ECAR and OCR measurements indicated that KIF15 knockdown significantly impaired the glycolytic capacity of PC cells. Western blotting demonstrated that the expression of glycolysis molecular markers decreased rapidly after the knockdown of KIF15. Further experiments revealed that KIF15 promoted the stability of PGK1 and its effect on PC cell glycolysis. Interestingly, the overexpression of KIF15 impaired the ubiquitination level of PGK1. To investigate the underlying mechanism by which KIF15 regulates the function of PGK1, we performed mass spectrometry (MS). The MS and Co-IP assay indicated that KIF15 recruited and enhanced the binding between PGK1 and USP10. The ubiquitination assay verified that KIF15 recruited and promoted the effect of USP10 on PGK1, thereby deubiquitinating PGK1. Through the construction of KIF15 truncators, we found that KIF15 is bound to PGK1 and USP10 through its coil2 domain. Together, our study demonstrated for the first time that KIF15 enhances the glycolytic capacity of PC through the recruitment of USP10 and PGK1, and that the KIF15/USP10/PGK1 axis may serve as an effective therapeutic agent for PC.

Multi-Omics Analysis of MCM2 as a Promising Biomarker in Pan-Cancer

Minichromosome maintenance 2 (MCM2) is a member of the minichromosomal maintenance family of proteins that mainly regulates DNA replication and the cell cycle and is involved in regulating cancer cell proliferation in various cancers. Previous studies have reported that MCM2 plays a pivotal role in cell proliferation and cancer development. However, few articles have systematically reported the pathogenic roles of MCM2 across cancers. Therefore, the present pan-cancer study was conducted. Various computational tools were used to investigate the MCM2 expression level, genetic mutation rate, and regulating mechanism, immune infiltration, tumor diagnosis and prognosis, therapeutic response and drug sensitivity of various cancers. The expression and function of MCM2 were examined by Western blotting and CCK-8 assays. MCM2 was significantly upregulated in almost all cancers and cancer subtypes in The Cancer Genome Atlas and was closely associated with tumor mutation burden, tumor stage, and immune therapy response. Upregulation of MCM2 expression may be correlated with a high level of alterations rate. MCM2 expression was associated with the infiltration of various immune cells and molecules and markedly associated with a poor prognosis. Western blotting and CCK-8 assays revealed that MCM2 expression was significantly upregulated in melanoma cell lines. Our results also suggested that MCM2 promotes cell proliferation in vitro by activating cell proliferation pathways such as the Akt signaling pathways. This study explored the oncogenic role of MCM2 across cancers, provided data on the underlying mechanisms of these cancers for further research and demonstrated that MCM2 may be a promising target for cancer immunotherapy.