Background
Hepatocellular carcinoma (HCC), a high mortality disease which is the fifth most general cancer in the world and the second most common lead to cancer-related deaths, with over 500,000 new patients diagnosed each year [
1,
2]. Viral hepatitis and nonalcoholic steatohepatitis are the most common causes of cirrhosis and approximately 80% of cases develop to HCC [
3]. Due to the recurrence of HCC the prognosis of HCC remains discouraging and the 5-year overall survival rate which is only 34 to 50% [
4]. Despite the rapid development of advanced medical technology, there are still no useful curable strategies for HCC patients [
5]. Byeno et al. [
6] reported that based on long-term survival data, serum OPN and DKK1 levels in patients with liver cancer can be deemed as novel biomarkers that show prognostic useful for liver cancer. Other serum markers, such as alpha-fetoprotein (AFP) and alkaline phosphatase (ALP or AKP), are proverbially used in clinical, but they lack sufficient sensitivity and specificity [
7]. Therefore, finding useful biomarkers is indispensable for diagnosis and treatment for HCC patients.
Post-transcriptional modifications are essential for tumorigenesis and development. Centromere protein M (
CENPM; otherwise called
PANE1, CENP-M and
C22orf18), which encodes a kinetic protein, binds to spindle microtubules to regulate chromosomal separation during cell division [
8]. Expression of the
PANE1 gene was found preferentially in immune cells involving tumor tissues and tumor derived cell lines and leukemias and lymphomas [
9]. Brickner et al. [
10] found highly expressed in B lineage chronic lymphocytic leukemia (B-CLL) cells and resting CD19 (+) B cells, may be a potential therapeutic target for B-CLL. Bierie et al. [
9] also demonstrated that human CENPM transcript cRNA was detected only in vivo or in vitro in activated B cells and T cells. These studies suggested
CENPM may play critical role in tumor immune response and may be deemed to therapeutic target for immunotherapy. However, the role of
CENPM in HCC prognostic remains unclear. In our study, we evaluated the expression of
CENPM in HCC based on data from an online database to further understand the biological pathway of
CENPM related to the pathogenesis of HCC. In addition, we also analyzed the connection between
CENPM expression and clinical features as well as the correlation of its expression with immune infiltration level in HCC comes an online tumor infiltrating immune cells analysis tool.
Discussion
In this work, we performed a detailed assessment of CENPM expression in hepatocellular carcinoma based on the TCGA database and explored its relationship with clinicopathological features, survival, function, immune infiltration, and expression differences. Understanding whether higher expression biomarkers in tumors are directly related to hepatocellular carcinoma can help us understand the mechanism of the observed clinical survival patterns. In our findings, the significant expression of CENPM suggests that CENPM may play an important role in regulating cancer progression. This should draw attention to current views on the improvement of liver cancer, and may reveal potential biomarkers or indicators to determine prognosis.
CENPM is an indispensable centromere protein involved in centromere assembly, which regulates mitochondrial protein assembly and chromosome segregation [
17]. Huang et al. [
18] cloned and identified the cDNA sequence of porcine
PANE1, and found that porcine
PANE1 gene was expressed differently in seven different tissues, with the highest expression in lymph nodes and the lowest expression in kidney. Until now, the expression of
CENPM and its potential prognostic effect on hepatocellular carcinoma has not yet been investigated, our outcomes showed that the expression of
CENPM in hepatocellular carcinoma was related to advanced clinical pathologic factors (grade, clinical stage, T-classification), survival time, and poor prognosis. Univariate analysis uncovered that
CENPM expression as a clear-cut ward variable was related to poor prognostic clinicopathologic factors and M-classification may play an indispensable role in the inclined to advance to a further advanced stage. The univariate and multivariate analysis also suggested
CENPM still remained freely connected with OS and recommended that
CENPM may act as a potential prognostic biomarker of prognosis and therapeutic target in hepatocellular carcinoma, but more researches needed to conduct for further study. In addition, we further analyzed various clinicopathological features of HCC samples using the UALCAN database, and all of them showed high transcription of CENPM.
To identify differential signaling pathways in liver cancer, GSEA analysis results show that cell cycle, DNA replication, RNA degradation, some cancers, phagocytosis, P53 signaling pathway and purine metabolism are differentially enriched in
CENPM high expression phenotype.
CENPM may influence cell cycle, DNA replication, RNA degradation then controls the begins and development of cancer cells. Kim et al. [
19] was identified
CENPM as a key gene that mediates the anti-cancer effect of garlic and cisplatin on bladder cancer, and showed that patients with low
CENPM expressed better progression-free survival than patients without high expression. Studies also found the
CENPM genes encode a human minor histocompatibility antigen expressed by tumor cells [
9,
10]. Yu et al. [
20] found
CENPM could as AFP-related diagnostic biomarkers in HCC and validate the results using quantitative real-time PCR. Our study for the first time investigated the
CENPM mRNA expression and its prognostic significance in hepatocellular carcinoma. Chen et al. [
21] demonstrated that
LHX6 can inhibit the proliferation, invasion and migration P53 signaling pathways during hepatocarcinogenesis. Qin et al. [
22] found that P53-stabilizing and activating RNA can strengthen the interaction between hnRNP K and P53, which ultimately leads to the accumulation and transactivation of P53. So
CENPM may play a role via P53 signaling pathway and more researches needed to conduct in the future.
Previous studies demonstrated that human
CENPM transcript cRNA was only detected in activated B- and T-cells either in vivo or in vitro. These studies suggested CENPM may play important role in tumor immune response so we used an online tool to analysis immune infiltrates correlation with
CENPM in HCC. Multivariable Cox proportional hazard model showed that B cells, CD8+ T cells, macrophages and dendritic cells of immune infiltrates statistically significant (
P < 0.05) in HCC indicating that these immune cells significantly affecting the prognosis. A latest study showed CD8+, CD68+, and FoxP3+ immune cells were associated with HCC, particularly in the invasive margin [
23]. Macrophages not only promote the proliferation, colony formation and migration of HCC cells, but also maintain tumor growth and metastasis by secreting hepatocyte growth factor (HGF) [
24]. Pang et al. [
25] proposed that fusion of dendritic cells (DC) with tumor cells can effectively activate anti-tumor immunity in the body and affect tumor progression [
26]. These studies indicate that
CENPM may play an important role in tumor immune response and can be a good therapeutic target for immunotherapy.
To determine the biological interaction network of
CENPM in liver cancer, we applied the 50 most frequently changed neighbor genes of CENPM on the Network tab in cBioPortal, and the most frequent change was
RAD21.
RAD21 is a nuclear phospho-protein, which becomes hyperphosphorylated in cell cycle M phase. One study found that depletion of
RAD21 resulted in reduced levels of H3K27me3 at the Hoxa7 and Hoxa9 promoters, resulting in enhanced self-renewal of hematopoietic stem and progenitor cells (HSPC) [
27]. Recent studies have shown that removing
RAD21 in a background lacking Pds5 can rescue the phenotype observed only in the absence of Pds5 [
28]. Our study may provide information on adhesion kinetics in replication fork studies in patients with liver cancer. Our study also used the Targetscan online tool to distinguish
CENPM-related miRNAs. To check the function of the identified miRNAs, bioenrichment was performed through the Funrich database. It is rich in ErbB receptor signaling network, TRAIL signaling pathway, Glypican pathway, syndecan-1 mediated signaling events and biological pathways of hepatocyte growth factor receptor (c-Met) signaling events. Studies have reported that selective c-Met inhibitors have antitumor activity in HCC and have acceptable safety and tolerability in Child–Pugh A liver function patients [
29]. A recent study found that abnormal HGF/c-Met upregulation and activation are often observed in bladder cancer [
30]. Studies have also found that metastasis associated with colon cancer 1 (
MACC1) regulates
PDL1 expression and tumor immunity in gastric cancer (GC) cells through the c-Met/AKT/mTOR pathway [
31]. We hypothesized that
CENPM may regulate the expression of c-Met, leading to the occurrence of HCC, and more related research is needed. To date, this study demonstrates for the first time the important role of
CENPM in the prognosis of hepatocellular carcinoma. However, future clinical trials are needed to validate these results and promote the use of
CENPM in the prognostic evaluation of hepatocellular carcinoma.
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