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1.
PeerJ ; 12: e17545, 2024.
Article in English | MEDLINE | ID: mdl-38938612

ABSTRACT

Background: Patients with lung adenocarcinoma (LUAD) often develop a poor prognosis. Currently, researches on prognostic and immunotherapeutic capacity of aneuploidy-related genes in LUAD are limited. Methods: Genes related to aneuploidy were screened based on bulk RNA sequencing data from public databases using Spearman method. Next, univariate Cox and Lasso regression analyses were performed to establish an aneuploidy-related riskscore (ARS) model. Results derived from bioinformatics analysis were further validated using cellular experiments. In addition, typical LUAD cells were identified by subtype clustering, followed by SCENIC and intercellular communication analyses. Finally, ESTIMATE, ssGSEA and CIBERSORT algorithms were employed to analyze the potential relationship between ARS and tumor immune environment. Results: A five-gene ARS signature was developed. These genes were abnormally high-expressed in LUAD cell lines, and in particular the high expression of CKS1B promoted the proliferative, migratory and invasive phenotypes of LUAD cell lines. Low ARS group had longer overall survival time, higher degrees of inflammatory infiltration, and could benefit more from receiving immunotherapy. Patients in low ASR group responded more actively to traditional chemotherapy drugs (Erlotinib and Roscovitine). The scRNA-seq analysis annotated 17 cell subpopulations into seven cell clusters. Core transcription factors (TFs) such as CREB3L1 and CEBPD were enriched in high ARS cell group, while TFs such as BCLAF1 and UQCRB were enriched in low ARS cell group. CellChat analysis revealed that high ARS cell groups communicated with immune cells via SPP1 (ITGA4-ITGB1) and MK (MDK-NCl) signaling pathways. Conclusion: In this research, integrative analysis based on the ARS model provided a potential direction for improving the diagnosis and treatment of LUAD.


Subject(s)
Adenocarcinoma of Lung , Aneuploidy , Lung Neoplasms , Single-Cell Analysis , Humans , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/mortality , Adenocarcinoma of Lung/immunology , Lung Neoplasms/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Lung Neoplasms/mortality , Prognosis , Single-Cell Analysis/methods , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Line, Tumor , Sequence Analysis, RNA/methods , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/pharmacology , Gene Expression Regulation, Neoplastic , Computational Biology/methods , Male
2.
Cell Rep ; 42(12): 113539, 2023 12 26.
Article in English | MEDLINE | ID: mdl-38070134

ABSTRACT

Amino acids are required for cell growth and proliferation, but it remains unclear when and how amino acid availability impinges on the proliferation-quiescence decision. Here, we used time-lapse microscopy and single-cell tracking of cyclin-dependent kinase 2 (CDK2) activity to assess the response of individual cells to withdrawal of single amino acids and found strikingly different cell-cycle effects depending on the amino acid. For example, upon leucine withdrawal, MCF10A cells complete two cell cycles and then enter a CDK2-low quiescence, whereas lysine withdrawal causes immediate cell-cycle stalling. Methionine withdrawal triggers a restriction point phenotype similar to serum starvation or Mek inhibition: upon methionine withdrawal, cells complete their current cell cycle and enter a CDK2-low quiescence after mitosis. Modulation of restriction point regulators p21/p27 or cyclin D1 enables short-term rescue of proliferation under methionine and leucine withdrawal, and to a lesser extent lysine withdrawal, revealing a checkpoint connecting nutrient signaling to cell-cycle entry.


Subject(s)
CDC2-CDC28 Kinases , Cell Cycle Proteins , Cell Cycle Proteins/metabolism , Cyclin-Dependent Kinases/metabolism , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Amino Acids , Leucine , Lysine , Cell Cycle , Cyclin-Dependent Kinase 2/metabolism , Cell Cycle Checkpoints , Mitosis , Methionine , CDC2-CDC28 Kinases/metabolism , Cyclin-Dependent Kinase Inhibitor p27/metabolism
3.
Mol Carcinog ; 62(12): 1947-1959, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37642304

ABSTRACT

Cyclin-dependent kinase subunit 2 (CKS2) has been reported to promote various malignancies. This study investigated the functional role of CKS2 in pancreatic cancer (PC). An analysis of abnormally expressed genes and their prognostic value for PC was performed by using the Gene Expression Profiling Interactive Analysis (GEPIA) database and performing immunohistochemical staining on 64 samples of tumor tissue. CCK-8 assays, EdU staining, colony formation assays, flow cytometry, and a xenograft tumor model were used to analyze the biological function of CKS2 in PC. Our results revealed that CKS2 was expressed at significantly higher levels in PC tissues than in adjacent normal tissues, and a high level of CKS2 expression was associated with a poor prognosis for patients with PC. Moreover, functional assays revealed that CKS2 knockdown suppressed cell proliferation, induced cell cycle S phase, G2/M phase arrest, and apoptosis in vitro, and also reduced tumor growth in vivo. In addition, CKS2 knockdown increased the levels of Bax, caspase-3, P53, P21, and GADD45α expression, but decreased Bcl-2, Cyclin B1, CDK1, Cyclin A, and Cdc25C expression. CKS2 overexpression produced the opposite effects of CKS2 knockdown. Furthermore, we found that ELK1 protein regulated transcription of the CKS2 gene. In conclusion, our findings suggest that CKS2 expression is regulated by ELK1, which could possibly serve as prognostic indicator and therapeutic target for PC.


Subject(s)
CDC2-CDC28 Kinases , Pancreatic Neoplasms , Humans , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Line, Tumor , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Proliferation/genetics , G2 Phase , Apoptosis/genetics , Pancreatic Neoplasms/genetics , Gene Expression Regulation, Neoplastic , ets-Domain Protein Elk-1/genetics , ets-Domain Protein Elk-1/metabolism , ets-Domain Protein Elk-1/pharmacology
4.
J Med Chem ; 66(11): 7221-7242, 2023 06 08.
Article in English | MEDLINE | ID: mdl-37204466

ABSTRACT

F-box protein S-phase kinase-associated protein 2 (Skp2) is a component of cullin-RING ligases, which is responsible for recruiting and ubiquitinating substrates and subsequently plays its proteolytic and non-proteolytic role. High expression of Skp2 is frequently observed in multiple aggressive tumor tissues and associated with poor prognosis. Several of the Skp2 inhibitors have been reported in the last decades; however, few of them have shown detailed structure-activity relationship (SAR) and potent bioactivity. Herein, based on the hit compound 11a from our in-house library, we optimize and synthesize a series of new 2,3-diphenylpyrazine-based inhibitors targeting the Skp2-Cks1 interaction and further systematically study the SAR. Among them, compound 14i shows potent activity against the Skp2-Cks1 interaction with an IC50 value of 2.8 µM and against PC-3 and MGC-803 cells with IC50 values of 4.8 and 7.0 µM, respectively. Most importantly, compound 14i exhibited effectively anticancer effects on PC-3 and MGC-803 xenograft mice models without obvious toxicity.


Subject(s)
CDC2-CDC28 Kinases , Neoplasms , Humans , Mice , Animals , S-Phase Kinase-Associated Proteins/chemistry , S-Phase Kinase-Associated Proteins/metabolism , Neoplasms/drug therapy , Cyclin-Dependent Kinase Inhibitor p27/metabolism , CDC2-CDC28 Kinases/metabolism
5.
ACS Chem Biol ; 18(2): 431-440, 2023 02 17.
Article in English | MEDLINE | ID: mdl-36724382

ABSTRACT

Cyclin-dependent kinases (CDKs) are key mediators of cell proliferation and have been a subject of oncology drug discovery efforts for over two decades. Several CDK and activator cyclin family members have been implicated in regulating the cell division cycle. While it is thought that there are canonical CDK-cyclin pairing preferences, the extent of selectivity is unclear, and increasing evidence suggests that the cell-cycle CDKs can be activated by a pool of available cyclins. The molecular details of CDK-cyclin specificity are not completely understood despite their importance for understanding cancer cell cycles and for pharmacological inhibition of cancer proliferation. We report here a biolayer interferometry assay that allows for facile quantification of CDK binding interactions with their cyclin activators. We applied this assay to measure the impact of Cdk2 inhibitors on Cyclin A (CycA) association and dissociation kinetics. We found that Type I inhibitors increase the affinity between Cdk2 and CycA by virtue of a slowed cyclin dissociation rate. In contrast, Type II inhibitors and other small-molecule Cdk2 binders have distinct effects on the CycA association and dissociation processes to decrease affinity. We propose that the differential impact of small molecules on the cyclin binding kinetics arises from the plasticity of the Cdk2 active site as the kinase transitions between active, intermediate, and inactive states.


Subject(s)
CDC2-CDC28 Kinases , Cyclin-Dependent Kinases , Cyclin-Dependent Kinases/metabolism , Protein Serine-Threonine Kinases/metabolism , CDC2-CDC28 Kinases/metabolism , Cyclin-Dependent Kinase 2/metabolism , Cyclins/metabolism , Phosphorylation , Cyclin-Dependent Kinase 4/metabolism
6.
Cancer Med ; 12(5): 5889-5907, 2023 03.
Article in English | MEDLINE | ID: mdl-36284444

ABSTRACT

BACKGROUND: Gliomas are a group of primary intracranial tumors with high morbidity and mortality. The previous researches indicated a crucial role of CKS2 (cyclin-dependent kinases regulatory subunit 2) in hepatocellular carcinoma and breast cancer; however, little is known about the molecular mechanism of CKS2 in the tumorigenesis and epithelial-mesenchymal transition-like (EMT) process in glioma. METHODS: Datasets for bioinformatics analysis were obtained from the GEO, TCGA and CGGA databases. qRT-PCR, western blotting (WB), and immunohistochemistry (IHC) assays were used to investigate the expression patterns of CKS2 among glioma and brain tissues. Glioma cells were transfected with small interfering RNA/overexpression plasmid against CKS2, then clone formation assay, CCK-8, wound healing, Transwell assay, and flow cytometry were performed to detect changes in cell viability, invasiveness, and the apoptosis rate. Markers of cell invasion, apoptosis, EMT and TGFß/SMAD signaling were evaluated by WB and immunofluorescence (IF) assays. RESULTS: We found that CKS2 overexpression correlates with poor prognosis in human glioma and knockdown of CKS2 could inhibit cell proliferation, migration, invasion, and induced apoptosis in glioma cells. Besides, we also found that knockdown of CKS2 could reverse the EMT process via modulating EMT-related molecules. Glioma cells with overexpression of CKS2 were constructed to confirmed the fact that CKS2 induced nucleocytoplasmic translocation of SMAD2/3 and activated TGFß/SMAD pathway, then upregulated its downstream targets expression, while inhibition of TGFß/SMAD (by TGFß inhibitor LY2157299 or SMAD4 siRNA) could reverse the tumor-promoting effects and malignant phenotype caused by CKS2 overexpression. CONCLUSIONS: We identified CKS2 as a critical contributor to the gliomagenesis, which might provide a novel therapeutic target for inhibiting the spread and infiltration of glioma.


Subject(s)
CDC2-CDC28 Kinases , Glioma , Liver Neoplasms , Humans , Cyclin-Dependent Kinases/genetics , Cyclin-Dependent Kinases/metabolism , Epithelial-Mesenchymal Transition/genetics , Glioma/pathology , Transforming Growth Factor beta/metabolism , RNA, Small Interfering/genetics , Liver Neoplasms/pathology , Phenotype , Cell Proliferation/genetics , Cell Line, Tumor , Cell Movement , Gene Expression Regulation, Neoplastic , Cell Cycle Proteins/metabolism , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism
7.
Sci Rep ; 12(1): 16810, 2022 10 07.
Article in English | MEDLINE | ID: mdl-36207346

ABSTRACT

External signaling controls cell-cycle entry until cells irreversibly commit to the cell cycle to ensure faithful DNA replication. This process is tightly regulated by cyclin-dependent kinases (CDKs) and the retinoblastoma protein (Rb). Here, using live-cell sensors for CDK4/6 and CDK2 activities, we propose that CDK4/6 initiates Rb inactivation and CDK2 activation, which coordinates the timing of cell-cycle commitment and sequential G1/S transition. Our data show that CDK4/6 activation induces Rb inactivation and thereby E2F activation, driving a gradual increase in CDK2 activity. We found that rapid CDK4/6 inhibition can reverse cell-cycle entry until CDK2 activity reaches to high levels. This suggests that high CDK2 activity is required to initiate CDK2-Rb positive feedback and CDK4/6-indpendent cell-cycle progression. Since CDK2 activation also facilitates initiation of DNA replication, the timing of CDK2-Rb positive feedback is coupled with the G1/S transition. Our experiments, which acutely increased CDK2 activity by cyclin E1 overexpression, indicate that cells commit to the cell cycle before triggering DNA replication. Together, our data suggest that CDK4/6 inactivates Rb to begin E2F and CDK2 activation, and high CDK2 activity is necessary and sufficient to generate a bistable switch for Rb phosphorylation before DNA replication. These findings highlight how cells initiate the cell cycle and subsequently commit to the cell cycle before the G1/S transition.


Subject(s)
CDC2-CDC28 Kinases , Retinoblastoma Protein , CDC2-CDC28 Kinases/metabolism , Cell Cycle , Cell Cycle Proteins/metabolism , Cyclin-Dependent Kinase 2/metabolism , Cyclin-Dependent Kinase 4/metabolism , Cyclin-Dependent Kinases/metabolism , Cyclins/metabolism , Phosphorylation , Protein Serine-Threonine Kinases , Retinoblastoma Protein/metabolism
8.
Cell Death Dis ; 13(9): 784, 2022 09 12.
Article in English | MEDLINE | ID: mdl-36096885

ABSTRACT

Retinoblastoma (RB) is the most common pediatric intraocular malignancy and is a serious vision- and life-threatening disease. The biallelic mutation of the retinoblastoma gene RB1 is the initial event in the malignant transformation of RB, but the exact molecular mechanism is still unclear. E2F transcription factors can be activated by RB1 loss of function and lead to uncontrolled cell division. Among E2F family numbers, E2F1 has higher expression abundance than E2F2 and E2F3 in RB clinical samples. By integrating E2F1 ChIP-seq data, RNA-seq profiling from RB samples and RNA-seq profiling upon E2F1 knockdown, together with pathway analysis, literature searching and experimental validation, we identified Cyclin-dependent kinases regulatory subunit 2 (CKS2) as a novel regulator in regulating tumor-associated phenotypes in RB. CKS2 exhibited aberrantly higher expression in RB. Depletion of CKS2 in Y79 retinoblastoma cell line led to reduced cell proliferation, delayed DNA replication and decreased clonogenic growth. Downregulation of CKS2 also slowed tumor xenograft growth in nude mice. Importantly, reversed expression of CKS2 rescued cancer-associated phenotypes. Mechanistically, transcription factor E2F1 enhanced CKS2 expression through binding to its promoter and CKS2 regulated the cancer-associated PI3K-AKT pathway. This study discovered E2F1/CKS2/PTEN signaling axis regulates malignant phenotypes in pediatric retinoblastoma, and CKS2 may serve as a potential therapeutic target for this disease.


Subject(s)
CDC2-CDC28 Kinases , Retinal Neoplasms , Retinoblastoma , Animals , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/metabolism , E2F1 Transcription Factor/genetics , E2F1 Transcription Factor/metabolism , Humans , Mice , Mice, Nude , PTEN Phosphohydrolase/genetics , PTEN Phosphohydrolase/metabolism , Phenotype , Phosphatidylinositol 3-Kinases/metabolism , Retinal Neoplasms/metabolism , Retinoblastoma/pathology
9.
Cells ; 11(16)2022 08 22.
Article in English | MEDLINE | ID: mdl-36010686

ABSTRACT

With the aim of improving the prognosis of patients with lung adenocarcinoma (LUAD), we identified the biomarker related to the sensitivity of patients to chemotherapy drugs and explored the potential mechanisms. As a cell cycle-related protein, CKS2 has an essential role to play in tumor progression and prognosis. CKS2 expression was measured using TCGA RNA-sequencing data and immunohistochemistry. The sensitivity data of tumor cells to chemotherapeutic drugs for lung cancer was acquired from the Cancer Therapeutics Response Portal (CTRP) database. A range of bioinformatics methods was used to explore the mechanisms of CKS2 upregulation. The biological functions of CKS2 were predicted using GO and KEGG enrichment analysis, as well as GSEA. CKS2 expression was up-regulated in stages I-III invasive non-mucinous lung adenocarcinoma and varied significantly between various histological subtypes. High CKS2 expression worsened the prognosis of patients. The CKS2 expression level was linked to the sensitivity of LUAD cells to carboplatin and paclitaxel. CKS2 upregulation was associated with the immune microenvironment, mRNA methylation, and competing endogenous RNAs (ceRNAs). CKS2 can serve as a diagnostic and prognostic biomarker for stages I-III invasive non-mucinous lung adenocarcinoma and modulate the effect of paclitaxel and carboplatin by regulating microtubule binding and influencing carboplatin binding to DNA.


Subject(s)
Adenocarcinoma of Lung , CDC2-CDC28 Kinases , Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/genetics , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Carboplatin , Carrier Proteins/metabolism , Cell Cycle Proteins/metabolism , Gene Expression Regulation, Neoplastic , Humans , Paclitaxel , Prognosis , Tumor Microenvironment
10.
Front Immunol ; 13: 925695, 2022.
Article in English | MEDLINE | ID: mdl-35844557

ABSTRACT

Rheumatoid arthritis(RA) is the most common inflammatory arthritis, and a significant cause of morbidity and mortality. RA patients' synovial inflammation contains a variety of genes and signalling pathways that are poorly understood. It was the goal of this research to discover the major biomarkers related to the course of RA and how they connect to immune cell infiltration. The Gene Expression Omnibus was used to download gene microarray data. Differential expression analysis, weighted gene co-expression network analysis (WGCNA), and least absolute shrinkage and selection operator (LASSO) regression were used to identify hub markers for RA. Single-sample GSEA was used to examine the infiltration levels of 28 immune cells and their connection to hub gene markers. The hub genes' expression in RA-HFLS and HFLS cells was verified by RT-PCR. The CCK-8 assay was applied to determine the roles of hub genes in RA. In this study, we identified 21 differentially expressed genes (DEGs) in RA. WGCNA yielded two co-expression modules, one of which exhibited the strongest connection with RA. Using a combination of differential genes, a total of 6 intersecting genes was discovered. Six hub genes were identified as possible biomarkers for RA after a lasso analysis was performed on the data. Three hub genes, CKS2, CSTA, and LY96, were found to have high diagnostic value using ROC curve analysis. They were shown to be closely related to the concentrations of several immune cells. RT-PCR confirmed that the expressions of CKS2, CSTA and LY96 were distinctly upregulated in RA-HFLS cells compared with HFLS cells. More importantly, knockdown of CKS2 suppressed the proliferation of RA-HFLS cells. Overall, to help diagnose and treat RA, it's expected that CKS2, CSTA, and LY96 will be available, and the aforementioned infiltration of immune cells may have a significant impact on the onset and progression of the disease.


Subject(s)
Arthritis, Rheumatoid , CDC2-CDC28 Kinases , Algorithms , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/genetics , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/metabolism , Genetic Markers , Humans , Inflammation , Signal Transduction
11.
Br J Cancer ; 127(6): 969-975, 2022 10.
Article in English | MEDLINE | ID: mdl-35752713

ABSTRACT

Proteins that regulate the cell cycle are accumulated and degraded in a coordinated manner during the transition from one cell cycle phase to the next. The rapid loss of a critical protein, for example, to allow the cell to move from G1/G0 to S phase, is often regulated by its ubiquitination and subsequent proteasomal degradation. Protein ubiquitination is mediated by a series of three ligases, of which the E3 ligases provide the specificity for a particular protein substrate. One such E3 ligase is SCFSkp1/Cks1, which has a substrate recruiting subunit called S-phase kinase-associated protein 2 (Skp2). Skp2 regulates cell proliferation, apoptosis, and differentiation, can act as an oncogene, and is overexpressed in human cancer. A primary target of Skp2 is the cyclin-dependent kinase inhibitor p27 (CDKN1b) that regulates the cell cycle at several points. The RB1 tumour suppressor gene regulates Skp2 activity by two mechanisms: by controlling its mRNA expression, and by an effect on Skp2's enzymatic activity. For the latter, the RB1 protein (pRb) directly binds to the substrate-binding site on Skp2, preventing protein substrates from being ubiquitinated and degraded. Inactivating mutations in RB1 are common in human cancer, becoming more frequent in aggressive, metastatic, and drug-resistant tumours. Hence, RB1 mutation leads to the loss of pRb, an unrestrained increase in Skp2 activity, the unregulated decrease in p27, and the loss of cell cycle control. Because RB1 mutations lead to the loss of a functional protein, its direct targeting is not possible. This perspective will discuss evidence validating Skp2 as a therapeutic target in RB1-deficient cancer.


Subject(s)
CDC2-CDC28 Kinases , Neoplasms , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cyclin-Dependent Kinase Inhibitor p27/metabolism , Humans , Neoplasms/genetics , Retinoblastoma Binding Proteins/metabolism , Retinoblastoma Protein , S-Phase Kinase-Associated Proteins/genetics , S-Phase Kinase-Associated Proteins/metabolism , Ubiquitin/metabolism , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism
12.
Front Immunol ; 13: 881453, 2022.
Article in English | MEDLINE | ID: mdl-35663965

ABSTRACT

Cyclin-dependent kinase regulatory subunit 2 (CKS2) is a potential prognostic marker and is overexpressed in various cancers. This study analyzed sequencing and clinical data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus, with external validation using the Chinese Glioma Genome Atlas (CGGA) data. CKS2 expression in the normal brain and tumor tissue was compared. cBioPortal and MethSurv were utilized to scrutinize the prognostic value of CKS2 methylation. Gene set enrichment examination and single-sample gene set enrichment analysis were employed to explore the potential biological functions of CKS2. Cell viability, colony formation, and transwell assays were conducted to evaluate the influence of CKS2 on glioma cell proliferation and invasion. Compared with normal brain tissue, the expression of CKS2 was upregulated in glioma samples (p < 0.001). Multivariate data analysis from TCGA and CGGA indicated that increased expression of CKS2 was an independent risk factor for the prognosis of overall survival in glioma patients. CKS2 methylation was negatively associated with CKS2 expression. Patients with CKS2 hypomethylation had worse overall survival compared with patients with CKS2 methylation, as suggested by the analysis of both TCGA and CGGA datasets. The expression level of CKS2 is closely related to tumor immunity, including the correlation of tumor immune cell infiltration, immune score, and co-expression of multiple immune-related genes. In addition, CKS2 is associated with several immune checkpoints and responses to the chemotherapy drug cisplatin. CKS2 knockdown impeded the expansion and aggression of glioma cell lines. The changes in CKS2 expression may provide a novel prognostic biomarker that can be used to improve patient overall survival rates.


Subject(s)
CDC2-CDC28 Kinases , Glioma , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/metabolism , Cell Proliferation/genetics , DNA Methylation , Glioma/pathology , Humans , Prognosis
13.
Sci Transl Med ; 14(650): eabn3248, 2022 06 22.
Article in English | MEDLINE | ID: mdl-35731890

ABSTRACT

Acute myeloid leukemia (AML) is an aggressive hematological disorder comprising a hierarchy of quiescent leukemic stem cells (LSCs) and proliferating blasts with limited self-renewal ability. AML has a dismal prognosis, with extremely low 2-year survival rates in the poorest cytogenetic risk patients, primarily due to the failure of intensive chemotherapy protocols to deplete LSCs and toxicity of therapy toward healthy hematopoietic cells. We studied the role of cyclin-dependent kinase regulatory subunit 1 (CKS1)-dependent protein degradation in primary human AML and healthy hematopoiesis xenograft models in vivo. Using a small-molecule inhibitor (CKS1i), we demonstrate a dual role for CKS1-dependent protein degradation in reducing patient-derived AML blasts in vivo and, importantly, depleting LSCs, whereas inhibition of CKS1 has the opposite effect on normal hematopoiesis, protecting normal hematopoietic stem cells from chemotherapeutic toxicity. Proteomic analysis of responses to CKS1i in our patient-derived xenograft mouse model demonstrate that inhibition of CKS1 in AML leads to hyperactivation of RAC1 and accumulation of lethal reactive oxygen species, whereas healthy hematopoietic cells enter quiescence in response to CKS1i, protecting hematopoietic stem cells. Together, these findings demonstrate that CKS1-dependent proteostasis is a key vulnerability in malignant stem cell biology.


Subject(s)
CDC2-CDC28 Kinases , Leukemia, Myeloid, Acute , Animals , CDC2-CDC28 Kinases/metabolism , CDC2-CDC28 Kinases/pharmacology , Hematopoiesis , Hematopoietic Stem Cells/metabolism , Humans , Leukemia, Myeloid, Acute/drug therapy , Mice , Neoplastic Stem Cells , Proteomics
14.
BMC Med Genomics ; 15(1): 81, 2022 04 11.
Article in English | MEDLINE | ID: mdl-35410253

ABSTRACT

BACKGROUND: Cyclin-dependent kinase subunit 2 (CKS2) is a member of cyclin dependent kinase subfamily and the relationship between CKS2 and osteosarcoma (OS) remains to be further analyzed. METHODS: 80 OS and 41 non-tumor tissue samples were arranged to perform immunohistochemistry (IHC) to evaluate CKS2 expression between OS and non-tumor samples. The standard mean deviation (SMD) was calculated based on in-house IHC and tissue microarrays, and exterior high-throughput datasets for further verification of CKS2 expression trend in OS. The effect of CKS2 expression on clinicopathological parameters of OS patients, and single-cell in OS tissues was analyzed through public high-throughput datasets and functional enrichment analysis was conducted for co-expression genes of CKS2 in accordance with weighted correlation network analysis. RESULTS: A total of 217 OS samples and 87 non-tumor samples (including tissue and cell line) were obtained from in-house IHC, microarrays and exterior high-throughput datasets. The analysis of integrated expression status demonstrated up-regulation of CKS2 in OS (SMD = 1.57, 95%CI [0.27-2.86]) and the significant power of CKS2 expression in distinguishing OS samples from non-tumor samples (AUC = 0.97 95%CI [0.95-0.98]). Clinicopathological analysis of GSE21257 indicated that OS patients with higher CKS2 expression was more likely to suffer OS metastasis. Although Kaplan-Meier curves showed no remarkable difference of overall survival rate between OS patients with high and low-CKS2, CKS2 was found up-regulated in proliferating osteosarcoma cells. Co-expression genes of CKS2 were mainly assembled in function and pathways such as cell cycle, cell adhesion, and intercellular material transport. CONCLUSIONS: In summary, up-regulation of CKS2 expression in OS tissue was found through multiple technical approaches. In addition, scRNA-seq and co-expression analysis showed that CKS2 may have an impact on important biological process linked with cell cycle, cell adhesion, and intercellular material transport. Present study on CKS2 in OS indicated a promising prospect for CKS2 as a biomarker for OS.


Subject(s)
Bone Neoplasms , CDC2-CDC28 Kinases , Osteosarcoma , Bone Neoplasms/genetics , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/genetics , Cell Line, Tumor , Cell Proliferation/genetics , Gene Expression Regulation, Neoplastic , Humans , Osteosarcoma/genetics , Prognosis , Up-Regulation
15.
Gen Physiol Biophys ; 41(1): 15-30, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35253647

ABSTRACT

Chronic pancreatitis (CP), a fibroinflammatory disease, is a potential risk factor for pancreatic cancer. This study attempted to identify and analyze the key genes involved in CP development and their association with pancreatic cancer. The GSE41418 dataset was obtained from the Gene Expression Omnibus database. Gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses were performed on common differentially expressed genes. A protein-protein interaction network was constructed by using the STRING database. The expression and prognostic value of hub genes in pancreatic cancer were analyzed by Gene Expression Profiling Interactive Analysis (GEPIA) and UALCAN databases. The results showed that the upregulated genes primarily focused on the cell cycle, DNA replication, and phagosome activity. The PPI network was composed of 184 nodes and 925 edges. The 10 hub genes were screened by CytoHubba, of which CCNB2, CDC6, CDK1 and CKS2 were observed to be differentially expressed in pancreatic cancer with CP, and all of them were detrimental to overall survival and recurrence-free survival of pancreatic cancer. In this study, we employed bioinformatic analysis to determine that CCNB2, CDC6, CDK1 and CKS2 may be key genes in the development of CP and pancreatic cancer.


Subject(s)
CDC2-CDC28 Kinases , Pancreatic Neoplasms , Pancreatitis, Chronic , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Computational Biology/methods , Gene Expression Regulation, Neoplastic/genetics , Gene Regulatory Networks/genetics , Humans , Pancreatic Neoplasms/genetics , Pancreatitis, Chronic/genetics
16.
Bioorg Chem ; 120: 105646, 2022 03.
Article in English | MEDLINE | ID: mdl-35134645

ABSTRACT

A new series of sixteen new 2-arylamino-5,7-disubstituted-N-aryl-pyrazolo[1,5-a]pyrimidine-3-carboxamide derivatives was designed and synthesized. The antitumor activities of the new compounds were initially screened through the developmental therapeutics program at NCI-USA 60 cell line panel. 2-((2,4-dimethoxyphenyl)amino)-5,7-diphenylpyrazolo[1,5-a]pyrimidine-3-carboxamide (7a) was identified as a potential hit with a mean percentage of growth inhibition of 48.5% over the 60-NCI cancer cell lines whereas the other fifteen compounds ranged from 0.5 to 10.72%. In MTT assay, compound 7a exhibited IC50 of 6.28 ± 0.26 µM and 17.7 ± 0.92 µM against HCT-116 colorectal cancer and WI-38 human lung fibroblast normal cell lines, respectively. In cell cycle analysis, compound 7a arrested cell cycle at G2/M phase. It was able to inhibit CDK1 (Cyclin-Dependent Kinase 1)/Cyc B (Cyclin B) complex at IC50 161.2 ± 2.7 nM. The apoptosis-inducing ability of compound 7a was assessed through apoptosis detection flow-cytometry and gene expression analysis of apoptosis markers and caspase cascade which revealed that compound 7a exerts pro-apoptotic effect and increased expression of p53, Bax, cytochrome c, caspases (-3,-8, and-9), and decreased expression of Bcl-2. This suggests that the pro-apoptotic effect is exerted through the intrinsic pathway. The molecular docking study revealed a unique binding mode at the ATP binding pocket of CDK1/Cyc B/Cks2 through its 2,4-dimethoxyphenyl-amino. These results suggest that compound 7a could be a promising hit as a targeted protein kinase inhibitor which exerts its antitumor effect through CDK1 inhibition and pro-apoptotic action.


Subject(s)
Antineoplastic Agents , CDC2-CDC28 Kinases , Antineoplastic Agents/chemistry , Apoptosis , CDC2 Protein Kinase , CDC2-CDC28 Kinases/metabolism , CDC2-CDC28 Kinases/pharmacology , Caspases/metabolism , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Proliferation , Drug Screening Assays, Antitumor , Humans , Molecular Docking Simulation , Molecular Structure , Pyrimidines/chemistry , Pyrimidines/pharmacology , Structure-Activity Relationship
17.
Pathobiology ; 89(1): 13-22, 2022.
Article in English | MEDLINE | ID: mdl-34333494

ABSTRACT

INTRODUCTION/OBJECTIVE: This study aimed to explore the expression of cyclin-dependent kinase subunit 2 (CKS2) in tissues and cells in non-small-cell lung cancer (NSCLC) and the function mechanism of CKS2 in NSCLC cell growth and tumorigensis. METHODS: After transfecting NCI-H2170 cells with short-hair RNA (shRNA), an shCKS2 gene-silencing model was established. The cells were divided into a shRNA group and shNC group. For overexpression cell lines, we used the same method to establish the NCI-H2170-CKS2 cell lines. Cell Count Kit-8 assay and colony formation assay were used to determine cell viability and cell growth, respectively. Propidium iodide staining was used to determine cell cycle progression. The mRNA expression of CKS2 and protein expression of CKS2, p21, p53, and PTEN were determined by RT-qPCR and Western blotting, respectively. The expression of CKS2, p53, and Ki67 in tissues was determined by immunohistochemical stain. The in vivo tumorigenesis assays were used to determine the ability of CKS2 in tumor growth. RESULTS: The results of RT-qPCR and Western blotting assay revealed that CKS2 upregulated expression in NSCLC tissues and cells. The results of the CCK-8 assay revealed that the shRNA group exhibited significantly lower cell viability and foci formation than the empty plasmid group, while CKS2 overexpression induces cell growth and cell cycle progression. The result of nude mice suggested that CKS2 knockdown expression suppressed tumorigenesis in the in vivo animal model. CONCLUSIONS: Our study suggests that CKS2 could be a biomarker in the progression and prognosis of NSCLC.


Subject(s)
CDC2-CDC28 Kinases , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , Apoptosis , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Carrier Proteins/genetics , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Mice , Mice, Nude
18.
Bioengineered ; 12(1): 5996-6009, 2021 12.
Article in English | MEDLINE | ID: mdl-34494924

ABSTRACT

Gliomas account for the highest cases of primary brain malignancies. Whereas previous studies have demonstrated the roles of CDC28 Protein Kinase Regulatory Subunit 2 (CKS2) in various cancer types, its functions in lower grade gliomas (LGGs) remain elusive. This study aimed to profile the expression and functions of CKS2 in LGG. Multiple online databases such as The Cancer Genome Atlas (TCGA), the Chinese Glioma Genome Atlas (CGGA), Gene Expression Profiling Interactive Analysis 2nd edition (GEPIA2), Tumor Immune Estimation Resource 2nd edition (TIMER2.0) as well as Gene Expression Omnibus (GEO) were used in this study. Immunohistochemistry (IHC) was performed to evaluate CKS2 protein expression. Our data demonstrated upregulation of CKS2 in LGG tissues at both mRNA and protein level, especially in grade III gliomas. Similarly, there was increased expression of CKS2 in isocitrate dehydrogenase 1 (IDH1) wildtype gliomas. In addition, increased DNA copy number and DNA hypomethylation might be associated with the upregulation of the CKS2 in LGG. Using the Kaplan-Meier survival analysis and the Cox regression analysis, CKS2 was shown to be independently associated with poor prognosis of LGG patients. Receiver operating characteristic (ROC) analysis revealed that CKS2 could effectively predict the 1-, 3- and 5-year survival rates of LGG patients. Enrichment analyses revealed that CKS2 was mainly involved in the regulation of the cell cycle in LGG. Taken together, our study demonstrated that CKS2 might be a candidate prognostic biomarker for LGG and could predict the survival rates of LGG patients.Abbreviations: LGG: lower grade glioma; CKS2: CDC28 protein kinase regulatory subunit 2; TCGA: The Cancer Genome Atlas; CGGA: the Chinese Glioma Genome Atlas; GEO: Gene Expression Omnibus; GEPIA: Gene Expression Profiling Interactive Analysis; TIMER: Tumor Immune Estimation Resource; IHC: immunohistochemistry; qRT-PCR: quantitative real-time polymerase chain reaction; PBS: phosphate buffered saline; DAB: diaminobenzidine tetrachloride; OS: overall survival; CAN: copy number alteration; IDH: Isocitrate dehydrogenase; GSEA: Gene Set Enrichment Analysis; DEG: differentially expressed gene; KEGG: Kyoto encyclopedia of genes and genomes; GO: Gene ontology; BP: biological process; CC: cellular component; MF: molecular function; NES: normalized enrichment score; NOM: nominal; FDR: false discovery rate.


Subject(s)
Brain Neoplasms , CDC2-CDC28 Kinases , Cell Cycle Proteins , Glioma , Adult , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/mortality , CDC2-CDC28 Kinases/analysis , CDC2-CDC28 Kinases/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/analysis , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Computational Biology , Female , Glioma/diagnosis , Glioma/genetics , Glioma/metabolism , Glioma/mortality , Humans , Immunohistochemistry , Male , Prognosis
19.
Nature ; 596(7870): 138-142, 2021 08.
Article in English | MEDLINE | ID: mdl-34290405

ABSTRACT

In early mitosis, the duplicated chromosomes are held together by the ring-shaped cohesin complex1. Separation of chromosomes during anaphase is triggered by separase-a large cysteine endopeptidase that cleaves the cohesin subunit SCC1 (also known as RAD212-4). Separase is activated by degradation of its inhibitors, securin5 and cyclin B6, but the molecular mechanisms of separase regulation are not clear. Here we used cryogenic electron microscopy to determine the structures of human separase in complex with either securin or CDK1-cyclin B1-CKS1. In both complexes, separase is inhibited by pseudosubstrate motifs that block substrate binding at the catalytic site and at nearby docking sites. As in Caenorhabditis elegans7 and yeast8, human securin contains its own pseudosubstrate motifs. By contrast, CDK1-cyclin B1 inhibits separase by deploying pseudosubstrate motifs from intrinsically disordered loops in separase itself. One autoinhibitory loop is oriented by CDK1-cyclin B1 to block the catalytic sites of both separase and CDK19,10. Another autoinhibitory loop blocks substrate docking in a cleft adjacent to the separase catalytic site. A third separase loop contains a phosphoserine6 that promotes complex assembly by binding to a conserved phosphate-binding pocket in cyclin B1. Our study reveals the diverse array of mechanisms by which securin and CDK1-cyclin B1 bind and inhibit separase, providing the molecular basis for the robust control of chromosome segregation.


Subject(s)
CDC2 Protein Kinase/chemistry , CDC2 Protein Kinase/metabolism , Cyclin B1/chemistry , Cyclin B1/metabolism , Securin/chemistry , Securin/metabolism , Separase/chemistry , Separase/metabolism , Amino Acid Motifs , CDC2 Protein Kinase/antagonists & inhibitors , CDC2 Protein Kinase/ultrastructure , CDC2-CDC28 Kinases/chemistry , CDC2-CDC28 Kinases/metabolism , CDC2-CDC28 Kinases/ultrastructure , Cell Cycle Proteins/metabolism , Chromosome Segregation , Cryoelectron Microscopy , Cyclin B1/ultrastructure , DNA-Binding Proteins/metabolism , Humans , Models, Molecular , Phosphoserine/metabolism , Protein Binding , Protein Domains , Securin/ultrastructure , Separase/antagonists & inhibitors , Separase/ultrastructure , Substrate Specificity
20.
Med Sci Monit ; 27: e928523, 2021 03 05.
Article in English | MEDLINE | ID: mdl-33667214

ABSTRACT

BACKGROUND Adrenocortical carcinoma (ACC) is an aggressive cancer with heterogeneous outcomes. In this study, we aimed to investigate genomic and prognostic features of ACC. MATERIAL AND METHODS Clinical, pathologic, and transcriptomic data from 2 independent datasets derived from ACC samples (TCGA-ACC dataset, GEO-GSE76021 dataset) were collected. Weighted gene co-expression network analysis (WGCNA) and survival analyses were performed to identify prognostic genes. Pathway analysis was performed for mechanistic analysis. xCell deconvolution was performed for tumor microenvironment analysis. RESULTS In the TCGA-ACC cohort, WGCNA identified a prognostic module of 5408 genes. Differential expression analysis identified 1969 genes that differed in expression level between long-term and short-term survivors. Univariate Cox regression model analysis identified 8393 genes with prognostic value. The intersection of these gene sets included 820 prognostic genes. Similar protocols were performed for the GSE76021 dataset, and 5 candidate genes were identified. Further intersection of these genes finally identified NDRG4 and CKS2 as key prognostic genes. Multivariate Cox regression model analysis validated the prognostic value of NDRG4 (HR=0.61, 95% CI 0.46-0.80) and CKS2 (HR=2.52, 95% CI 1.38-4.60). Moreover, NDRG4 and CKS2 expression predicted survival in patients treated with mitotane (P<0.001). Further mechanism exploration found an association between CKS2 and DNA mismatch repair pathways. Moreover, NDRG4 positively correlated with CD8⁺ T cell infiltration, while CKS2 negatively correlated with it. CONCLUSIONS We identified NDRG4 and CKS2 expression as key prognostic genes in ACC, which may help in risk stratification of ACC. Moreover, a close relationship was found between CKS2 and mismatch repair pathways. Moreover, immune cell infiltration differed according to NDRG4 and CKS2 expression.


Subject(s)
Adrenocortical Carcinoma/genetics , CDC2-CDC28 Kinases/genetics , Cell Cycle Proteins/genetics , Muscle Proteins/genetics , Nerve Tissue Proteins/genetics , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/mortality , Adrenocortical Carcinoma/metabolism , Adrenocortical Carcinoma/mortality , Adult , Biomarkers, Tumor/genetics , CDC2-CDC28 Kinases/metabolism , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Proliferation/genetics , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/genetics , Humans , Male , Middle Aged , Muscle Proteins/metabolism , Nerve Tissue Proteins/metabolism , Prognosis , Proportional Hazards Models , Protein Kinases/genetics , Survival Analysis , Transcriptome/genetics , Tumor Microenvironment
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