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Soleymani S, Gravel N, Huang LC, Yeung W, Bozorgi E, Bendzunas NG, Kochut KJ, Kannan N. Dark kinase annotation, mining, and visualization using the Protein Kinase Ontology. PeerJ 2023; 11:e16087. [PMID: 38077442 PMCID: PMC10704995 DOI: 10.7717/peerj.16087] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 08/22/2023] [Indexed: 12/18/2023] Open
Abstract
The Protein Kinase Ontology (ProKinO) is an integrated knowledge graph that conceptualizes the complex relationships among protein kinase sequence, structure, function, and disease in a human and machine-readable format. In this study, we have significantly expanded ProKinO by incorporating additional data on expression patterns and drug interactions. Furthermore, we have developed a completely new browser from the ground up to render the knowledge graph visible and interactive on the web. We have enriched ProKinO with new classes and relationships that capture information on kinase ligand binding sites, expression patterns, and functional features. These additions extend ProKinO's capabilities as a discovery tool, enabling it to uncover novel insights about understudied members of the protein kinase family. We next demonstrate the application of ProKinO. Specifically, through graph mining and aggregate SPARQL queries, we identify the p21-activated protein kinase 5 (PAK5) as one of the most frequently mutated dark kinases in human cancers with abnormal expression in multiple cancers, including a previously unappreciated role in acute myeloid leukemia. We have identified recurrent oncogenic mutations in the PAK5 activation loop predicted to alter substrate binding and phosphorylation. Additionally, we have identified common ligand/drug binding residues in PAK family kinases, underscoring ProKinO's potential application in drug discovery. The updated ontology browser and the addition of a web component, ProtVista, which enables interactive mining of kinase sequence annotations in 3D structures and Alphafold models, provide a valuable resource for the signaling community. The updated ProKinO database is accessible at https://prokino.uga.edu.
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Affiliation(s)
- Saber Soleymani
- Department of Computer Science, University of Georgia, Athens, GA, United States
| | - Nathan Gravel
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States
| | - Liang-Chin Huang
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States
| | - Wayland Yeung
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States
| | - Elika Bozorgi
- Department of Computer Science, University of Georgia, Athens, GA, United States
| | - Nathaniel G. Bendzunas
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, United States
| | - Krzysztof J. Kochut
- Department of Computer Science, University of Georgia, Athens, GA, United States
| | - Natarajan Kannan
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, United States
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2
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Martin HL, Turner AL, Higgins J, Tang AA, Tiede C, Taylor T, Siripanthong S, Adams TL, Manfield IW, Bell SM, Morrison EE, Bond J, Trinh CH, Hurst CD, Knowles MA, Bayliss RW, Tomlinson DC. Affimer-mediated locking of p21-activated kinase 5 in an intermediate activation state results in kinase inhibition. Cell Rep 2023; 42:113184. [PMID: 37776520 DOI: 10.1016/j.celrep.2023.113184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 07/17/2023] [Accepted: 09/13/2023] [Indexed: 10/02/2023] Open
Abstract
Kinases are important therapeutic targets, and their inhibitors are classified according to their mechanism of action, which range from blocking ATP binding to covalent inhibition. Here, a mechanism of inhibition is highlighted by capturing p21-activated kinase 5 (PAK5) in an intermediate state of activation using an Affimer reagent that binds in the P+1 pocket. PAK5 was identified from a non-hypothesis-driven high-content imaging RNAi screen in urothelial cancer cells. Silencing of PAK5 resulted in reduced cell number, G1/S arrest, and enlargement of cells, suggesting it to be important in urothelial cancer cell line survival and proliferation. Affimer reagents were isolated to identify mechanisms of inhibition. The Affimer PAK5-Af17 recapitulated the phenotype seen with siRNA. Co-crystallization revealed that PAK5-Af17 bound in the P+1 pocket of PAK5, locking the kinase into a partial activation state. This mechanism of inhibition indicates that another class of kinase inhibitors is possible.
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Affiliation(s)
- Heather L Martin
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK; Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK; School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Amy L Turner
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Julie Higgins
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK
| | - Anna A Tang
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Christian Tiede
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Thomas Taylor
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Sitthinon Siripanthong
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Thomas L Adams
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Iain W Manfield
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Sandra M Bell
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK; Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
| | - Ewan E Morrison
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK; Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
| | - Jacquelyn Bond
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK; Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
| | - Chi H Trinh
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Carolyn D Hurst
- Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
| | - Margaret A Knowles
- Division of Molecular Medicine, Leeds Institute of Medical Research at St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
| | - Richard W Bayliss
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Darren C Tomlinson
- BioScreening Technology Group, Leeds Institutes of Molecular Medicine, University of Leeds, Leeds LS9 7TF, UK; School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK; Astbury Centre for Structural and Molecular Biology, University of Leeds, Leeds LS2 9JT, UK.
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3
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Anandakrishnan M, Ross KE, Chen C, Shanker V, Cowart J, Wu CH. KSFinder-a knowledge graph model for link prediction of novel phosphorylated substrates of kinases. PeerJ 2023; 11:e16164. [PMID: 37818330 PMCID: PMC10561642 DOI: 10.7717/peerj.16164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 09/01/2023] [Indexed: 10/12/2023] Open
Abstract
Background Aberrant protein kinase regulation leading to abnormal substrate phosphorylation is associated with several human diseases. Despite the promise of therapies targeting kinases, many human kinases remain understudied. Most existing computational tools predicting phosphorylation cover less than 50% of known human kinases. They utilize local feature selection based on protein sequences, motifs, domains, structures, and/or functions, and do not consider the heterogeneous relationships of the proteins. In this work, we present KSFinder, a tool that predicts kinase-substrate links by capturing the inherent association of proteins in a network comprising 85% of the known human kinases. We also postulate the potential role of two understudied kinases based on their substrate predictions from KSFinder. Methods KSFinder learns the semantic relationships in a phosphoproteome knowledge graph using a knowledge graph embedding algorithm and represents the nodes in low-dimensional vectors. A multilayer perceptron (MLP) classifier is trained to discern kinase-substrate links using the embedded vectors. KSFinder uses a strategic negative generation approach that eliminates biases in entity representation and combines data from experimentally validated non-interacting protein pairs, proteins from different subcellular locations, and random sampling. We assess KSFinder's generalization capability on four different datasets and compare its performance with other state-of-the-art prediction models. We employ KSFinder to predict substrates of 68 "dark" kinases considered understudied by the Illuminating the Druggable Genome program and use our text-mining tool, RLIMS-P along with manual curation, to search for literature evidence for the predictions. In a case study, we performed functional enrichment analysis for two dark kinases - HIPK3 and CAMKK1 using their predicted substrates. Results KSFinder shows improved performance over other kinase-substrate prediction models and generalized prediction ability on different datasets. We identified literature evidence for 17 novel predictions involving an understudied kinase. All of these 17 predictions had a probability score ≥0.7 (nine at >0.9, six at 0.8-0.9, and two at 0.7-0.8). The evaluation of 93,593 negative predictions (probability ≤0.3) identified four false negatives. The top enriched biological processes of HIPK3 substrates relate to the regulation of extracellular matrix and epigenetic gene expression, while CAMKK1 substrates include lipid storage regulation and glucose homeostasis. Conclusions KSFinder outperforms the current kinase-substrate prediction tools with higher kinase coverage. The strategically developed negatives provide a superior generalization ability for KSFinder. We predicted substrates of 432 kinases, 68 of which are understudied, and hypothesized the potential functions of two dark kinases using their predicted substrates.
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Affiliation(s)
- Manju Anandakrishnan
- Center for Bioinformatics and Computational Biology, University of Delware, Newark, DE, United States of America
| | - Karen E. Ross
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States of America
| | - Chuming Chen
- Center for Bioinformatics and Computational Biology, University of Delware, Newark, DE, United States of America
| | - Vijay Shanker
- Center for Bioinformatics and Computational Biology, University of Delware, Newark, DE, United States of America
| | - Julie Cowart
- Center for Bioinformatics and Computational Biology, University of Delware, Newark, DE, United States of America
| | - Cathy H. Wu
- Center for Bioinformatics and Computational Biology, University of Delware, Newark, DE, United States of America
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States of America
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Liu X, Pan YJ, Kang MJ, Jiang X, Guo ZY, Pei DS. PAK5 potentiates slug transactivation of N-cadherin to facilitate metastasis of renal cell carcinoma. Cell Signal 2023; 110:110803. [PMID: 37437827 DOI: 10.1016/j.cellsig.2023.110803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 07/05/2023] [Accepted: 07/08/2023] [Indexed: 07/14/2023]
Abstract
Renal cell carcinoma (RCC) is an aggravating cancer with a poor prognosis and a high rate of metastasis. PAK5, a p21-activated kinases, has shown to be overexpressed in a variety of cancers, including RCC. In previous studies, we discovered that PAK5 regulates cell migration and invasion in RCC cell lines. However, the underlying mechanisms remain obscure. In this study, we consolidated that PAK5 confers a pro-metastatic phenotype RCC cells in vitro and exacerbates metastasis in vivo. High PAK5 expression was associated with an advanced TNM stage and a lower overall survival. Furthermore, PAK5 increases the expression level of N-cadherin. In terms of mechanism, PAK5 bound to Slug and phosphorylated it at serine 87. As a result, phosphorylated Slug transactivated N-cadherin, accelerating the epithelial-mesenchymal transition. Collectively, Slug is a novel PAK5 substrate, and PAK5-mediated phosphorylation of Slug-S87 increases N-cadherin and the pro-metastatic phenotype of RCC, implying that phosphorylated Slug-S87 could be a therapeutic target in progressive RCC.
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Affiliation(s)
- Xu Liu
- Department of Urology, Xuzhou Children's Hospital, Xuzhou 221002, China
| | - Yao-Jie Pan
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang 310014, China
| | - Meng-Jie Kang
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221002, China
| | - Xin Jiang
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221002, China
| | - Zhong-Ying Guo
- Department of Pathology, The Affiliated Huai'an NO.1 People's Hospital of Nanjing Medical University, Huai'an, China.
| | - Dong-Sheng Pei
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221002, China.
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5
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Huo FC, Zhu ZM, Du WQ, Pan YJ, Jiang X, Kang MJ, Liu BW, Mou J, Pei DS. HPV E7-drived ALKBH5 promotes cervical cancer progression by modulating m6A modification of PAK5. Pharmacol Res 2023; 195:106863. [PMID: 37480971 DOI: 10.1016/j.phrs.2023.106863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 07/19/2023] [Accepted: 07/19/2023] [Indexed: 07/24/2023]
Abstract
Human papillomavirus (HPV) infection is a causative agent of cervical cancer (CC). N6-methyladenosine (m6A) modification is implicated in carcinogenesis and tumor progression. However, the involvement of m6A modification in HPV-involved CC remains unclear. Here we showed that HPV E6/7 oncoproteins affected the global m6A modification and E7 specifically promoted the expression of ALKBH5. We found that ALKBH5 was significantly upregulated in CC and might serve as a valuable prognostic marker. Forced expression of ALKBH5 enhanced the malignant phenotypes of CC cells. Mechanistically, we discovered that E7 increased ALKBH5 expression through E2F1-mediated activation of the H3K27Ac and H3K4Me3 histone modifications, as well as post-translational modification mediated by DDX3. ALKBH5-mediated m6A demethylation enhanced the expression of PAK5. The m6A reader YTHDF2 bound to PAK5 mRNA and regulated its stability in an m6A-dependent manner. Moreover, ALKBH5 promoted tumorigenesis and metastasis of CC by regulating PAK5. Overall, our findings herein demonstrate a significant role of ALKBH5 in CC progression in HPV-positive cells. Thus, we propose that ALKBH5 may serve as a prognostic biomarker and therapeutic target for CC patients.
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Affiliation(s)
- Fu-Chun Huo
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Zhi-Man Zhu
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Wen-Qi Du
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Yao-Jie Pan
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Xin Jiang
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Meng-Jie Kang
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Bo-Wen Liu
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China
| | - Jie Mou
- Jiangsu Key Laboratory of New drug and Clinical Pharmacy, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China.
| | - Dong-Sheng Pei
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou 221004, Jiangsu, China.
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6
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Electron transfer in protein modifications: from detection to imaging. Sci China Chem 2023. [DOI: 10.1007/s11426-022-1417-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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7
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Garcia-Becerra N, Aguila-Estrada MU, Palafox-Mariscal LA, Hernandez-Flores G, Aguilar-Lemarroy A, Jave-Suarez LF. FOXP3 Isoforms Expression in Cervical Cancer: Evidence about the Cancer-Related Properties of FOXP3Δ2Δ7 in Keratinocytes. Cancers (Basel) 2023; 15:cancers15020347. [PMID: 36672296 PMCID: PMC9856939 DOI: 10.3390/cancers15020347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 01/03/2023] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
Cervical cancer (CC) is the fourth most common type of cancer among women; the main predisposing factor is persistent infection by high-risk human papillomavirus (hr-HPV), mainly the 16 or 18 genotypes. Both hr-HPVs are known to manipulate the cellular machinery and the immune system to favor cell transformation. FOXP3, a critical transcription factor involved in the biology of regulatory T cells, has been detected as highly expressed in the tumor cells of CC patients. However, its biological role in CC, particularly in the keratinocytes, remained unclarified. Therefore, this work aimed to uncover the effect of FOXP3 on the biology of the tumoral cells. First, public databases were analyzed to identify the FOXP3 expression levels and the transcribed isoforms in CC and normal tissue samples. The study's findings demonstrated an increased expression of FOXP3 in HPV16+ CC samples. Additionally, the FOXP3Δ2 variant was detected as the most frequent splicing isoform in tumoral cells, with a high differential expression level in metastatic samples. However, the analysis of FOXP3 expression in different CC cell lines, HPV+ and HPV-, suggests no relationship between the presence of HPV and FOXP3 expression. Since the variant FOXP3Δ2Δ7 was found highly expressed in the HPV16+ SiHa cell line, a model with constitutive expression of FOXP3Δ2Δ7 was established to evaluate its role in proliferation, migration, and cell division. Finally, RNAseq was performed to identify differentially expressed genes and enriched pathways modulated by FOXP3Δ2Δ7. The exogenous expression of FOXP3Δ2Δ7 promotes cell division, proliferation, and migration. The transcriptomic analyses highlight the upregulation of multiple genes with protumor activities. Moreover, immunological and oncogenic pathways were detected as highly enriched. These data support the hypothesis that FOXP3Δ2Δ7 in epithelial cells induces cancer-related hallmarks and provides information about the molecular events triggered by this isoform, which could be important for developing CC.
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Affiliation(s)
- Natalia Garcia-Becerra
- Programa de Doctorado en Ciencias Biomédicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Mexico
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
| | - Marco Ulises Aguila-Estrada
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
| | - Luis Arturo Palafox-Mariscal
- Programa de Doctorado en Ciencias Biomédicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Mexico
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
| | - Georgina Hernandez-Flores
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
| | - Adriana Aguilar-Lemarroy
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
- Correspondence: (A.A.-L.); (L.F.J.-S.)
| | - Luis Felipe Jave-Suarez
- División de Inmunología, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS), Guadalajara 44340, Mexico
- Correspondence: (A.A.-L.); (L.F.J.-S.)
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8
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Artemin Promotes the Migration and Invasion of Cervical Cancer Cells through AKT/mTORC1 Signaling. JOURNAL OF ONCOLOGY 2022; 2022:3332485. [DOI: 10.1155/2022/3332485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 10/17/2022] [Accepted: 11/10/2022] [Indexed: 11/27/2022]
Abstract
Background. The neurotrophic factor Artemin (ARTN) is involved in tumor proliferation and metastasis. Nonetheless, ARTN’s significance in cervical cancer (CC) has not been studied. In our study, we propose to investigate the biological function of ARTN in CC as well as its particular regulatory mechanism. Methods. Immunohistochemistry (IHC) was used to examine the degree of ARTN protein expression in CC patient tissue. Real-time PCR and Western blotting were performed to reveal related genes’ levels in CC cells. The CCK-8 test, the colony formation assay, the wound-healing assay, and the transwell assay were utilized to determine the proliferation, migration, and invasion capabilities, respectively. To generate lung metastasis models, stable ARTN-expressing SiHa cells were injected into the caudal tail vein of mice. IHC was used to examine the protein levels in CC mice model tissues. Results. ARTN was overexpressed in CC tissues relative to normal cervical tissues and linked positively with lymph node metastases (
) and recurrence (
) in CC patients. In vitro, ARTN overexpression promoted the proliferation, invasion, and migration of CC cells. In contrast, the consequences of depleting endogenous ARTN were the opposite. Moreover, overexpression of ARTN increased lung metastasis of CC cells in vivo and shortened the lifespan of mice models. In addition, ARTN overexpression significantly enhanced AKT phosphorylation on Ser473 and mTOR phosphorylation on Ser2448 and promoted the epithelial-mesenchymal transition (EMT) cascade. In addition, rapamycin, a selective inhibitor of mTORC1, might rescue the EMT phenotype caused by ARTN. Conclusion. Our findings suggested that ARTN may enhance CC metastasis through the AKT/mTORC1 pathway. ARTN is anticipated to be a novel potential therapeutic target for the treatment of CC metastases.
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Pan Y, Huo F, Kang M, Liu B, Wu M, Pei D. Alternative splicing of HSPA12A pre-RNA by SRSF11 contributes to metastasis potential of colorectal cancer. Clin Transl Med 2022; 12:e1113. [PMID: 36394206 PMCID: PMC9670187 DOI: 10.1002/ctm2.1113] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 10/27/2022] [Accepted: 10/31/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Dysregulation of alternative splicing (AS) induced by serine/arginine-rich proteins has recently been linked to cancer metastasis. Nonetheless, as a member of the serine/arginine-rich protein family, the involvement of SRSF11 in colorectal cancer (CRC) is unknown. METHODS The TCGA dataset and clinical samples were used to assess SRSF11 expression levels in CRC. For SRSF11, functional experiments were conducted both in vitro and in vivo. RNA-seq technology was used to analyze and screen SRSF11-triggered AS events, which were then confirmed by in vivo UV crosslinking and immunoprecipitation (CLIP) and mini-gene reporter assays. Jalview software was used to determine the preferential binding motif with relation to exon skipping (ES) events. Furthermore, coimmunoprecipitation (Co-IP) and Phospho-tag SDS-PAGE experiments were used to investigate PAK5-mediated phosphorylation regulation on SRSF11, and in vitro kinase experiments validated the interaction. RESULTS In CRC, SRSF11 was discovered to be overexpressed and associated with a poor prognosis. And SRSF11 played a pro-metastatic role in vitro and in vivo. By screening SRSF11-regulated AS events, we identified the binding motif of SRSF11-triggered splicing-switching of HSPA12A AS, which specifically regulated HSPA12A AS by directly binding to a motif in exon 2. Mechanistically, the HSPA12A transcript with exon 2 retention increased N-cadherin expression by promoting RNA stability. Furthermore, the oncogenic kinase PAK5 phosphorylated SRSF11 at serine 287, protecting it from ubiquitination degradation. CONCLUSIONS SRSF11 exerts pro-metastatic effects in CRC by inhibiting the AS of HSPA12A pre-RNA. Our findings point to SRSF11-regulated HSPA12A splicing as a novel relationship between SRSF11-regulated splicing and CRC metastasis and suggest a PAK5/SRSF11/HSPA12A axis as a potential therapeutic target and prognostic biomarker in CRC.
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Affiliation(s)
- Yao‐Jie Pan
- Laboratory of Clinical and Experimental PathologyXuzhou Medical UniversityXuzhouChina
| | - Fu‐Chun Huo
- Laboratory of Clinical and Experimental PathologyXuzhou Medical UniversityXuzhouChina
| | - Meng‐Jie Kang
- Laboratory of Clinical and Experimental PathologyXuzhou Medical UniversityXuzhouChina
| | - Bo‐Wen Liu
- Department of General SurgeryXuzhou Medical UniversityXuzhouChina
| | - Meng‐Di Wu
- Laboratory of Clinical and Experimental PathologyXuzhou Medical UniversityXuzhouChina
| | - Dong‐Sheng Pei
- Laboratory of Clinical and Experimental PathologyXuzhou Medical UniversityXuzhouChina
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10
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He Z, Wang J, Xu J, Jiang X, Liu X, Jiang J. Dynamic regulation of KIF15 phosphorylation and acetylation promotes focal adhesions disassembly in pancreatic cancer. Cell Death Dis 2022; 13:896. [PMID: 36280663 PMCID: PMC9592618 DOI: 10.1038/s41419-022-05338-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 10/10/2022] [Accepted: 10/11/2022] [Indexed: 11/06/2022]
Abstract
Pancreatic cancer (PC) is prone to distant metastasis in the early stage, which is attributed to the strong migration ability of tumor cells. Focal adhesion turnover is essential for cancer cell metastasis, and the integrin recycling process is a key activation pathway for focal adhesion depolymerization. To identify the key motor protein involving in the integrin β1 recycling, we screened kinesin proteins involved in integrin β1 recycling using a kinesin family siRNA library and identified kinesin family 15 (KIF15) as a key regulator. KIF15 was upregulated in metastasis PC tissues and promoted PC cell migration and invasion. We identified KIF15 as a key component mediating integrin β1/FAK signaling that accelerated FA disassembly in a FAK-Y397-dependent manner. KIF15 recruited PI3K-C2α to promote integrin β1/FAK signaling and FA disassembly in a RAB11A-dependent manner. The C-terminal tail of KIF15 is required for the PI3K-C2α interaction and RAB11A activation. In addition, we also found that SIRT1-mediated acetylation of KIF15 is essential for KIF15 phosphorylation, which is the key activation event in motor protein function. Together, these findings indicate that KIF15 interacts with PI3K-C2α to promote FA turnover in PC cells by controlling the endosome recycling of integrin β1 in a SIRT1 acetylation modification-dependent manner, eventually promoting focal adhesions turnover and distant metastasis in PC.
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Affiliation(s)
- Zhiwei He
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
| | - Jie Wang
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
| | - Jian Xu
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
| | - Xueyi Jiang
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
| | - Xinyuan Liu
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
| | - Jianxin Jiang
- grid.412632.00000 0004 1758 2270Department of Hepatic-Biliary Surgery, Renmin Hospital of Wuhan University, 430060 Wuhan, China
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Li X, Li F. p21-Activated Kinase: Role in Gastrointestinal Cancer and Beyond. Cancers (Basel) 2022; 14:cancers14194736. [PMID: 36230657 PMCID: PMC9563254 DOI: 10.3390/cancers14194736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 09/23/2022] [Accepted: 09/23/2022] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Gastrointestinal tumors are the most common tumors with a high mortality rate worldwide. Numerous protein kinases have been studied in anticipation of finding viable tumor therapeutic targets, including PAK. PAK is a serine/threonine kinase that plays an important role in the malignant phenotype of tumors. The function of PAK in tumors is highlighted in cell proliferation, survival, motility, tumor cell plasticity and the tumor microenvironment, therefore providing a new possible target for clinical tumor therapy. Based on the current research works of PAK, we summarize and analyze the PAK features and signaling pathways in cells, especially the role of PAK in gastrointestinal tumors, thereby hoping to provide a theoretical basis for both the future studies of PAK and potential tumor therapeutic targets. Abstract Gastrointestinal tumors are the most common tumors, and they are leading cause of cancer deaths worldwide, but their mechanisms are still unclear, which need to be clarified to discover therapeutic targets. p21-activating kinase (PAK), a serine/threonine kinase that is downstream of Rho GTPase, plays an important role in cellular signaling networks. According to the structural characteristics and activation mechanisms of them, PAKs are divided into two groups, both of which are involved in the biological processes that are critical to cells, including proliferation, migration, survival, transformation and metabolism. The biological functions of PAKs depend on a large number of interacting proteins and the signaling pathways they participate in. The role of PAKs in tumors is manifested in their abnormality and the consequential changes in the signaling pathways. Once they are overexpressed or overactivated, PAKs lead to tumorigenesis or a malignant phenotype, especially in tumor invasion and metastasis. Recently, the involvement of PAKs in cellular plasticity, stemness and the tumor microenvironment have attracted attention. Here, we summarize the biological characteristics and key signaling pathways of PAKs, and further analyze their mechanisms in gastrointestinal tumors and others, which will reveal new therapeutic targets and a theoretical basis for the clinical treatment of gastrointestinal cancer.
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12
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Huo FC, Xie M, Zhu ZM, Zheng JN, Pei DS. SHMT2 promotes the tumorigenesis of renal cell carcinoma by regulating the m6A modification of PPAT. Genomics 2022; 114:110424. [DOI: 10.1016/j.ygeno.2022.110424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/17/2022] [Accepted: 06/30/2022] [Indexed: 11/04/2022]
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13
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Zeng H, Tong F, Bin Y, Peng L, Gao X, Xia X, Yi X, Dong X. The Predictive Value of PAK7 Mutation for Immune Checkpoint Inhibitors Therapy in Non-Small Cell Cancer. Front Immunol 2022; 13:834142. [PMID: 35242138 PMCID: PMC8886445 DOI: 10.3389/fimmu.2022.834142] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 01/14/2022] [Indexed: 12/13/2022] Open
Abstract
Background To date, immunotherapy has improved the 5-year survival rate of patients with advanced non-small cell lung cancer (NSCLC) from 4% to 15%. However, only 30%-50% of the NSCLC patients respond to immune checkpoint inhibitors (ICIs) immunotherapy. Therefore, screening patients for potential benefit with precise biomarkers may be of great value. Methods First, an immunotherapy NSCLC cohort was analyzed to identify the gene mutations associated with the prognosis of ICI treatment. Further analyses were conducted using NSCLC cohort in The Cancer Genome Atlas (TCGA) project to validate the correlations between the specific gene mutations and tumor immunogenicity, antitumor immunity, and alterations in the tumor-related pathways using Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) and Gene set enrichment analysis (GSEA). Results In the immunotherapy NSCLC cohort (n = 266), significantly longer overall survival (OS) rates were observed in the PAK7-mutant type (PAK7-MT) group (n = 13) than the PAK7-wild type (PAK7-WT) group (n = 253) (P = 0.049, HR = 0.43, 95%CI = 0.23-0.79). In the TCGA cohort, PAK7 mutations were correlated with the higher tumor mutation burden (TMB) (14.18 vs. 7.13, P <0.001), increased neoantigen load (NAL) (7.52 vs. 4.30, P <0.001), lower copy number variation (CNV), and higher mutation rate in the DNA damage response (DDR)-related pathways. In addition, PAK7 mutations were also positively correlated with immune-related genes expressions and infiltrating CD8+ T cells (0.079 vs. 0.054, P = 0.005). GSEA results showed that several tumor-related pathways varied in the PAK7-MT group, suggesting the potential mechanisms that regulate the tumor immune-microenvironment. Conclusions This study suggested that the PAK7 mutations might be a potential biomarker to predict the efficacy of immunotherapy for NSCLC patients. Considering the heterogeneity among the patients and other confounding factors, a prospective clinical trial is proposed to further validate the impact of PAK7 mutation on the immunotherapy outcomes in NSCLC.
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Affiliation(s)
- Hao Zeng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fan Tong
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yawen Bin
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ling Peng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xuan Gao
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,Research and Development Department, GenePlus- Shenzhen Clinical Laboratory, ShenZhen, China
| | - Xuefeng Xia
- Research and Development Department, Geneplus-Beijing Clinical Laboratory, Beijing, China
| | - Xin Yi
- Research and Development Department, Geneplus-Beijing Clinical Laboratory, Beijing, China
| | - Xiaorong Dong
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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14
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Xu Z, Chen L, Wang C, Zhang L, Xu W. MicroRNA-1287-5p promotes ferroptosis of osteosarcoma cells through inhibiting GPX4. Free Radic Res 2022; 55:1119-1129. [PMID: 35038953 DOI: 10.1080/10715762.2021.2024816] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Osteosarcoma is the most prevalent primary bone malignancy in adolescents, and ferroptosis is implicated in its pathogenesis. MicroRNA (miR)-1287-5p plays critical roles in multiple human cancers, and the present study aims to investigate the role and underlying mechanisms of miR-1287-5p in regulating ferroptosis and osteosarcoma progression. Human osteosarcoma cell lines were treated with the mimic, inhibitor or matched controls of miR-1287-5p. Cell viability, colony formation, cell death ratio and ferroptosis were determined. miR-1287-5p expression was downregulated in human osteosarcoma, but upregulated upon ferroptotic stimulation. Overexpression of miR-1287-5p significantly induced, while inhibition of miR-1287-5p suppressed ferroptosis of osteosarcoma cells, thereby modulating cell viability and colony formation. Mechanistic studies indicated that miR-1287-5p directly bound to the 3'-untranslated region of glutathione peroxidase 4 (GPX4) to inhibit its protein level and activity, and that GPX4 overexpression completely abolished the miR-1287-5p mimic-mediated ferroptotic induction and tumor suppression. Moreover, the miR-1287-5p mimic dramatically sensitized human osteosarcoma cells to cisplatin chemotherapy. Our findings prove that miR-1287-5p promotes ferroptosis of osteosarcoma cells through inhibiting GPX4, identifying an adjuvant and even alternative method for the treatment of human osteosarcoma.
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Affiliation(s)
- Zhengquan Xu
- Department of Spine Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, P.R. China.,Trauma Medical Center of Fujian Province, Fuzhou, Fujian, P.R. China
| | - Lanhua Chen
- Department of Emergency, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, P.R. China
| | - Changsheng Wang
- Department of Spine Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, P.R. China.,Trauma Medical Center of Fujian Province, Fuzhou, Fujian, P.R. China
| | - Liqun Zhang
- Department of Spine Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, P.R. China.,Trauma Medical Center of Fujian Province, Fuzhou, Fujian, P.R. China
| | - Weihong Xu
- Department of Spine Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, P.R. China.,Trauma Medical Center of Fujian Province, Fuzhou, Fujian, P.R. China
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15
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Zhang P, Zhao F, Jia K, Liu X. The LOXL1 antisense RNA 1 (LOXL1-AS1)/microRNA-423-5p (miR-423-5p)/ectodermal-neural cortex 1 (ENC1) axis promotes cervical cancer through the mitogen-activated protein kinase (MEK)/extracellular signal-regulated kinase (ERK) pathway. Bioengineered 2022; 13:2567-2584. [PMID: 35015607 PMCID: PMC8973666 DOI: 10.1080/21655979.2021.2018975] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
As the fourth commonest malignancy among females worldwide, cervical cancer (CC) poses a huge challenge to human health. The pivotal regulatory roles of lncRNAs in cancers have been highlighted. LOXL1 antisense RNA 1 (LOXL1-AS1) has been reported to play a key role in cervical squamous cell carcinoma and other various cancers. Thus, we investigated the roles and mechanisms of lncRNA LOXL1-AS1 in CC. The in vivo experiments demonstrated that LOXL1-AS1 downregulation inhibited tumor growth and metastasis and proliferation of CC cells. The results of RT-qPCR demonstrated that LOXL1-AS1 and ectodermal-neural cortex 1 (ENC1) expression levels were upregulated in CC cells and tissues, while microRNA-423-5p (miR-423-5p) level was downregulated. As subcellular fractionation assays, RNA pull down assays and luciferase reporter assays revealed, LOXL1-AS1 bound to miR-423-5p and miR-423-5p targeted ENC1. 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assays, wound healing and colony formation assays demonstrated that miR-423-5p upregulation and LOXL1-AS1 downregulation inhibited CC cell proliferation and migration, while ENC1 upregulation attenuated the inhibitory effects of miR-423-5p upregulation on the malignant phenotypes of CC cells. Western blotting was conducted to measure protein levels and the results showed that ENC1 knockdown inhibited the activation of ERK/MEK pathway. In summary, the LOXL1-AS1/miR-423-5p/ENC1 axis accelerates CC development through the MEK/ERK pathway.
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Affiliation(s)
- Ping Zhang
- Department of Gynaecology, The Frist People's Hospital of Zhangjiagang Affiliated to Suzhou University, Zhangjiagang, China
| | - Fang Zhao
- Department of Gynaecology, The Frist People's Hospital of Zhangjiagang Affiliated to Suzhou University, Zhangjiagang, China
| | - Ke Jia
- Department of Gynaecology, The Frist People's Hospital of Zhangjiagang Affiliated to Suzhou University, Zhangjiagang, China
| | - Xiaoli Liu
- Department of Gynaecology, The Frist People's Hospital of Zhangjiagang Affiliated to Suzhou University, Zhangjiagang, China
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16
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Huo FC, Zhu ZM, Du QY, Pei DS. PAK5-stabilized Smuc confers renal cell carcinoma metastasis. Clin Transl Med 2021; 11:e559. [PMID: 34586742 PMCID: PMC8444558 DOI: 10.1002/ctm2.559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 08/12/2021] [Accepted: 08/16/2021] [Indexed: 11/25/2022] Open
Affiliation(s)
- Fu-Chun Huo
- Department of Pathology, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Zhi-Man Zhu
- Department of Basic Medicine, Jiangsu College of Nursing, Huai'an, China
| | - Qiu-Ying Du
- Department of Pathology, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Dong-Sheng Pei
- Department of Pathology, Xuzhou Medical University, Xuzhou, Jiangsu, China
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17
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Li TT, Mou J, Pan YJ, Huo FC, Du WQ, Liang J, Wang Y, Zhang LS, Pei DS. MicroRNA-138-1-3p sensitizes sorafenib to hepatocellular carcinoma by targeting PAK5 mediated β-catenin/ABCB1 signaling pathway. J Biomed Sci 2021; 28:56. [PMID: 34340705 PMCID: PMC8327419 DOI: 10.1186/s12929-021-00752-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 07/20/2021] [Indexed: 12/19/2022] Open
Abstract
Background Sorafenib is a kinase inhibitor that is used as a first-line therapy in advanced hepatocellular carcinoma (HCC) patients. However, the existence of sorafenib resistance has limited its therapeutic effect. Through RNA sequencing, we demonstrated that miR-138-1-3p was downregulated in sorafenib resistant HCC cell lines. This study aimed to investigate the role of miR-138-1-3p in sorafenib resistance of HCC. Methods In this study, quantitative real-time PCR (qPCR) and Western Blot were utilized to detect the levels of PAK5 in sorafenib-resistant HCC cells and parental cells. The biological functions of miR-138-1-3p and PAK5 in sorafenib-resistant cells and their parental cells were explored by cell viability assays and flow cytometric analyses. The mechanisms for the involvement of PAK5 were examined via co-immunoprecipitation (co-IP), immunofluorescence, dual luciferase reporter assay and chromatin immunoprecipitation (ChIP). The effects of miR-138-1-3p and PAK5 on HCC sorafenib resistant characteristics were investigated by a xenotransplantation model. Results We detected significant down-regulation of miR-138-1-3p and up-regulation of PAK5 in sorafenib-resistance HCC cell lines. Mechanistic studies revealed that miR-138-1-3p reduced the protein expression of PAK5 by directly targeting the 3′-UTR of PAK5 mRNA. In addition, we verified that PAK5 enhanced the phosphorylation and nuclear translocation of β-catenin that increased the transcriptional activity of a multidrug resistance protein ABCB1. Conclusions PAK5 contributed to the sorafenib resistant characteristics of HCC via β-catenin/ABCB1 signaling pathway. Our findings identified the correlation between miR-138-1-3p and PAK5 and the molecular mechanisms of PAK5-mediated sorafenib resistance in HCC, which provided a potential therapeutic target in advanced HCC patients.
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Affiliation(s)
- Tong-Tong Li
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China.,Department of Pathology and Pathophysiology, Jiangsu Vocational College of Medicine, Yancheng, 224005, Jiangsu, China
| | - Jie Mou
- Jiangsu Key Laboratory of New Drug and Clinical Pharmacy, School of Pharmacy, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221006, China
| | - Yao-Jie Pan
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China
| | - Fu-Chun Huo
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China
| | - Wen-Qi Du
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China
| | - Jia Liang
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China
| | - Yang Wang
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China
| | - Lan-Sheng Zhang
- Department of Oncological Radiotherapy, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.
| | - Dong-Sheng Pei
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, 221004, People's Republic of China.
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18
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Gu YF, Kong LT. Inhibiting p21-activated kinase (PAK7) enhances radiosensitivity in hepatocellular carcinoma. Hum Exp Toxicol 2021; 40:2202-2214. [PMID: 34165002 DOI: 10.1177/09603271211027948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE In light of the upregulation of p21-activated kinase (PAK7) in a variety of cancers, including hepatocellular carcinoma (HCC), we aimed to investigate the effect of PAK7 on the sensitivity of HCC cells to radiotherapy. METHODS PAK7 expression was determined in normal adult liver epithelial THLE-2 and human HCC cell lines. The effect of ionizing radiation (IR) on the HCC cell viability was evaluated by Sulforhodamine B (SRB) assay. HCC cell lines Mahlavu and Huh7 were chosen to assess the effect of PAK7 shRNAs on the viability, clone formation, apoptosis, cycle distribution and γ-H2AX expression after exposure to IR. RESULTS As compared to THLE-2 cells, PAK7 was upregulated in poorly differentiated Mahlavu and SK-Hep-1 cells, but moderately or lowly expressed in well-differentiated Huh7 and HepG2 cells. HCC cells with moderate or low expression of PAK7 presented a decreased viability at 2 Gy IR, which had no significant effect on PAK7high HCC cells. Mahlavu and Huh7 cells transfected with PAK7 shRNAs showed increased inhibitory effect of IR on viability. In addition, PAK7 shRNAs reduced clone formation, facilitated the cell apoptosis, arrested cells at G2/M phase, and increased γ-H2AX expression. Moreover, changes above were more evident in the HCC cells co-treated with IR and PAK7 shRNAs. CONCLUSION PAK7 downregulation could inhibit the viability, promote the apoptosis, arrest cells in G2/M phase, and induce the DNA damage in HCC cells, thereby enhancing the radiosensitivity in HCC.
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Affiliation(s)
- Y-F Gu
- Department of Radiotherapy Second Ward, YanTaiShan hospital, YanTai, Shandong, People's Republic of China
| | - L-T Kong
- Department of Emergency, YanTaiShan Hospital, YanTai, Shandong, People's Republic of China
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19
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Zhu K, Bai H, Mu M, Xue Y, Duan Z. Knockdown of RNF6 inhibits HeLa cervical cancer cell growth via suppression of MAPK/ERK signaling. FEBS Open Bio 2021; 11:2041-2049. [PMID: 34081837 PMCID: PMC8255836 DOI: 10.1002/2211-5463.13216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 05/25/2021] [Accepted: 06/02/2021] [Indexed: 12/13/2022] Open
Abstract
Ring finger protein 6 (RNF6) is implicated in various human malignancies, but its function in cervical cancer (CC) is incompletely understood. Here, we explored the biological significance of RNF6 in HeLa CC cells and the underlying regulatory mechanisms. The expression of RNF6 was observed to be high in both primary tissues and CC cells. RNF6 promoted HeLa CC cell growth. Knockdown of RNF6 in CC cells resulted in suppression of proliferation and promotion of apoptosis. Moreover, elevation of RNF6 had an adverse effect on the prognosis of CC. Subsequent analyses showed that these effects may be mediated via activation of ERK signaling. These findings provide evidence that the knockdown of RNF6 suppresses the MAPK/ERK pathway to regulate the growth of CC cells, which suggests that RNF6 may have potential as a target for diagnosis and treatment for CC.
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Affiliation(s)
- Kang Zhu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Xi'an Jiaotong University, China
| | - He Bai
- Department of General Surgery Department, The First Affiliated Hospital of Xi'an Medical University, China
| | - Mingzhu Mu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Xi'an Jiaotong University, China
| | - Yuanyuan Xue
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Xi'an Jiaotong University, China
| | - Zhao Duan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Xi'an Jiaotong University, China
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20
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METTL3-mediated m 6A methylation of SPHK2 promotes gastric cancer progression by targeting KLF2. Oncogene 2021; 40:2968-2981. [PMID: 33758320 DOI: 10.1038/s41388-021-01753-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 02/27/2021] [Accepted: 03/08/2021] [Indexed: 02/01/2023]
Abstract
N6-methyladenosine (m6A) RNA methylation is profoundly involved in epigenetic regulation, especially for carcinogenesis and tumor progression. Mounting evidence suggests that methyltransferase METTL3 regulates malignant behaviors of gastric cancer (GC). However, the clinical significance and biological implication of SPHK2 and its related m6A modification in GC remain unclear. In this study, quantitative real-time PCR (qRT-PCR), western blot and immunohistochemistry were utilized to detect the expression profiles and prognostic significance of SPHK2 in GC. Here, we showed that increased SPHK2 was signified a poor prognosis of GC patients. Phosphorylation and ubiquitination assays were used to investigate the possible mechanisms of SPHK2-mediated KLF2 expression. SPHK2 can promote the phosphorylation of KLF2, which triggers the ubiquitination and degradation of KLF2 protein in GC. Methylated RNA immunoprecipitation (MeRIP) was performed to uncover the m6A modification of SPHK2 mRNA. METTL3 promotes translation of SPHK2 mRNA via an m6A-YTHDF1-dependent manner. Functionally, SPHK2 facilitates GC cell proliferation, migration and invasion by inhibiting KLF2 expression. SPHK2/KLF2 regulates the cell proliferation, migration, and invasion induced by METTL3 in GC. Overall, our findings reveal that METTL3-mediated m6A modification of SPHK2 contributes to GC progression, which extends the understanding of the importance m6A methylation in GC and represents a potential target for GC therapy.
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21
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Yin M, Zhang J, Zeng X, Zhang H, Gao Y. Target identification and drug discovery by data-driven hypothesis and experimental validation in ovarian endometriosis. Fertil Steril 2021; 116:478-492. [PMID: 33714537 DOI: 10.1016/j.fertnstert.2021.01.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 01/19/2021] [Accepted: 01/20/2021] [Indexed: 01/14/2023]
Abstract
OBJECTIVE To identify targets and discover drugs for ovarian endometriosis (OE) DESIGN: A basic study based on a data-driven hypothesis and experimental validation SETTING: Center for Reproductive Medicine PATIENT(S)/ANIMAL(S): Fourteen patients with OE and 7 healthy donors were recruited, and 15 female C57/BL6 mice were involved. INTERVENTION(S) Samples of OE lesions and normal endometrium were obtained. The ITPR1-knockdowned ectopic human endometrial stromal cells (HESCs) were subjected to ribonucleic acid (RNA) sequencing, cell-counting kit-8 (CCK-8) assay, 5-ethynyl-2'-deoxyuridine (EdU) staining, and flow cytometry. Camptothecin was administered to HESCs and in an OE mouse model. MAIN OUTCOME MEASURE(S) ITPR1 expression in OE lesions and normal endometrium, cell proliferation and apoptosis of HESCs with ITPR1 knockdown or camptothecin treatment, and autograft volume in the OE mouse model RESULT(S): Two significant OE-relevant gene modules were identified and involved the PI3K/Akt and aging-relevant pathways. Fifteen hub genes were identified and confirmed, among which the most significant gene, ITPR1, was robustly elevated in OE lesions. RNA sequencing revealed that ITPR1 was highly relevant to cell proliferation and apoptosis, which was further confirmed by CCK-8 assay, EdU staining, and flow cytometry analysis. ITPR1 knockdown inhibited cell proliferation and induced HESC apoptosis. The candidate drugs targeting these modules were screened, among which camptothecin and irinotecan were identified as promising drugs. Both compounds suppressed HESC proliferation and induced apoptosis; ITPR1 expression was suppressed by camptothecin. The therapeutic effect of camptothecin was also validated in the OE mouse model. CONCLUSION(S) This study identified the therapeutic targets and promising drugs for OE and shed light on the use of camptothecin in OE treatment.
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Affiliation(s)
- Minuo Yin
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Jiaming Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Xinliu Zeng
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Hanke Zhang
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Ying Gao
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China.
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22
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He F, Zheng WW, Chen BB, Zeng YM. MiR-139-5p inhibits invasion and migration of gastric cancer cells by targeting PAK5 gene to block Wnt/β-catenin signaling pathway. Shijie Huaren Xiaohua Zazhi 2021; 29:174-181. [DOI: 10.11569/wcjd.v29.i4.174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Gastric cancer (GC) is the most common type of cancer of the digestive system. Local or systemic metastasis is the main cause of poor prognosis. MicroRNAs (miRNAs) are an important regulatory factor in the development of gastric cancer. However, the effect and mechanism of miR-139-5p on the invasion and metastasis of gastric cancer cells are still unclear.
AIM To explore the effect of miR-139-5p on the invasion and migration of gastric cancer cells and the underlying mechanism.
METHODS Real-time fluorescent quantitative PCR (qRT-PCR) and Western blot were used to detect the expression of miR-139-5p and PAK5, respectively, in immortalized gastric mucosal cell line GES1 and gastric cancer cell lines SGC-7901, AGS, and BGC-823. MiR-139-5p mimic was transfected into gastric cancer SGC-7901 cells, and qRT-PCR was used detect the transfection efficiency. Transwell invasion and scratch assays were used to detect the effect of overexpression of miR-139-5p on the invasion and migration of SGC-7901 cells. Dual luciferase reporter gene assay and Western blot were used to detect the targeted regulation of miR-139-5p on PAK5. Western blot was used to detect the effect of overexpression of miR-139-5p on the activation of Wnt/β-catenin signaling pathway.
RESULTS The expression level of miR-139-5p in gastric cancer cells was significantly lower than that of normal gastric mucosal cells (P < 0.05), and the expression of PAK5 mRNA and protein was significantly higher than that of normal gastric mucosal cells (P < 0.05). Transfection of miR-139-5p mimic up-regulated the expression of miR-139-5p in SGC-7901 cells. Overexpression of miR-139-5p significantly inhibited the invasion and migration of SGC-7901 cells. The results of dual luciferase reporter gene assay and Western blot showed that miR-139-5p can target and negatively regulate the expression of PAK5. After overexpression of miR-139-5p, the expression of Wnt3a, β-catenin, and Cyclin D1 proteins in SGC-7901 cells was significantly down-regulated.
CONCLUSION MiR-139-5p inhibits the invasion and migration of gastric cancer cells by targeting the PAK5 gene to block the Wnt/β-catenin signaling pathway.
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Affiliation(s)
- Fan He
- Department of Gastroenterology, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang University of Traditional Chinese Medicine, Wenzhou 325000, Zhejiang Province, China
| | - Wei-Wei Zheng
- Department of Gastroenterology, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang University of Traditional Chinese Medicine, Wenzhou 325000, Zhejiang Province, China
| | - Bing-Bing Chen
- Department of Gastroenterology, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang University of Traditional Chinese Medicine, Wenzhou 325000, Zhejiang Province, China
| | - Yao-Ming Zeng
- Department of Gastroenterology, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang University of Traditional Chinese Medicine, Wenzhou 325000, Zhejiang Province, China
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P21-activated kinase 5 potentiates the chemoresistant phenotype of liver cancer. Signal Transduct Target Ther 2021; 6:47. [PMID: 33542180 PMCID: PMC7862393 DOI: 10.1038/s41392-020-00409-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 09/29/2020] [Accepted: 10/18/2020] [Indexed: 11/22/2022] Open
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24
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Tang X, Luo L, Li Y, Wu H, Hu Q, Yue H, He X, Zou J, Min S. Therapeutic potential of targeting HSPA5 through dual regulation of two candidate prognostic biomarkers ANXA1 and PSAT1 in osteosarcoma. Aging (Albany NY) 2020; 13:1212-1235. [PMID: 33291071 PMCID: PMC7835002 DOI: 10.18632/aging.202258] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 09/03/2020] [Indexed: 12/26/2022]
Abstract
Osteosarcoma is the most common primary malignant bone tumor that mostly affects young people's health. The prognosis of patients with unresectable or recurrent osteosarcoma still remains dismal. Based on gene integration analysis from GEO and TARGET databases by R language, the differentially expressed genes of osteosarcoma patients were identified. Biological molecular function analysis indicated that these genes were importantly enriched in the process of cell adhesion molecule binding. Gene significance highly-related to clinical traits of osteosarcoma was found by weighted gene co-expression network analysis. Additionally, receiver operating characteristic curve analysis was conducted to find prognostic markers in LASSO Cox regression model. Two candidate biomarkers, ANXA1 and PSAT1, for the prognosis of osteosarcoma were detected separately on the basis of WGCNA and LASSO model. Of note, their expression profiles were interrelated with an important therapeutic target HSPA5. In vitro pharmaceutical experiments were performed to explore the biological role and prognostic benefit of candidates. Suppression of HSPA5 effectively upregulated ANXA1 and inhibited PSAT1, resulting in osteosarcoma cell proliferation arrest and apoptosis. These findings suggest that HSPA5 serves as a core molecule for osteosarcoma therapy due to its bidirectional regulation of candidate prognostic biomarkers ANXA1 and PSAT1.
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Affiliation(s)
- Xiaojun Tang
- Department of Spinal Surgery, Orthopaedic Medical Center, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, Guangdong Province, China.,Department of Spinal Surgery, The Second Affiliated Hospital, University of South China, Hengyang 421001, Hunan Province, China
| | - Lingli Luo
- Medical College, Hunan Polytechnic of Environment and Biology, Hengyang 421005, Hunan Province, China
| | - Yukun Li
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang 421001, Hunan Province, China
| | - Hailong Wu
- Department of Spinal Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong Province, China
| | - Qing Hu
- Department of Pathology, People’s Hospital of Hunan Province, Changsha 410005, Hunan Province, China
| | - Haiyan Yue
- Department of Pathology, The Central Hospital of Shaoyang, Shaoyang 422000, Hunan Province, China
| | - Xiao He
- Department of Breast Surgery, Hunan Provincial Tumor Hospital, Changsha 410005, Hunan Province, China
| | - Juan Zou
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang 421001, Hunan Province, China
| | - Shaoxiong Min
- Department of Spinal Surgery, Orthopaedic Medical Center, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, Guangdong Province, China.,Department of Spinal Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong Province, China
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25
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Li L, Li N, Liu N, Huo F, Zheng J. MBD2 Correlates with a Poor Prognosis and Tumor Progression in Renal Cell Carcinoma. Onco Targets Ther 2020; 13:10001-10012. [PMID: 33116585 PMCID: PMC7548338 DOI: 10.2147/ott.s256226] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 08/27/2020] [Indexed: 01/21/2023] Open
Abstract
Purpose DNA methylation plays an important role in regulating gene expression. Methyl-CpG-binding domain (MBD) proteins recognize and bind to methylated DNA, which mediate gene silencing by the interaction with deacetylases and histone methyltransferases. MBD2 has been reported in various human cancers; however, its clinical implication and potential regulatory role in renal cell carcinoma (RCC) have not been elaborated. Materials and Methods In the study, we estimated the expression and prognostic value of MBD2 in RCC cell lines and tissues by Western blotting and immunohistochemistry. The associations of MBD2 expression and pathological characters and survival in RCC patients were performed using χ2 and Kaplan-Meier survival analysis, respectively. Univariate and multivariable Cox regression analyses suggested the independent predictors in RCC prognosis. The functional role of MBD2 in RCC progression was assessed by in vitro cell experiments. In addition, we identified the MBD2-mediated alterations of protein-related proliferation and EMT markers in RCC cells after MBD2 overexpression and knockdown. Results We found that the protein levels of MBD2 were upregulated in RCC cells and tissues. High MBD2 expression was related to TNM stage and predicted poorer survival in RCC. Enforced expression of MBD2 significantly promoted the proliferation, cycle progress, invasion and migration of RCC cells in vitro. However, downregulating MBD2 remarkably weakened the above cell functions. Mechanistically, the promotive effect of MBD2 overexpression may be regulated by its effects onp21, p53 and Cyclin D1 expression and EMT process. Conclusion These results indicated that MBD2confers an oncogenic function in the malignant progression of RCC. MBD2 could be served as a meaningful prognostic biomarker and a latent therapeutic target in RCC patients.
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Affiliation(s)
- Liantao Li
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Department of Radiation Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou 221000, People's Republic of China
| | - Na Li
- Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Department of Radiation Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China
| | - Nianli Liu
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou 221000, People's Republic of China
| | - Fuchun Huo
- Department of Pathology, Xuzhou Medical University, Xuzhou 221000, People's Republic of China
| | - Junnian Zheng
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China
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26
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Huo FC, Zhu WT, Liu X, Zhou Y, Zhang LS, Mou J. Epidermal growth factor-like domain multiple 6 (EGFL6) promotes the migration and invasion of gastric cancer cells by inducing epithelial-mesenchymal transition. Invest New Drugs 2020; 39:304-316. [PMID: 32949323 DOI: 10.1007/s10637-020-01004-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 09/13/2020] [Indexed: 02/07/2023]
Abstract
Epidermal growth factor-like domain multiple 6 (EGFL6) is implicated in tumor growth, metastasis and angiogenesis, and its ectopic alteration has been detected in aggressive malignancies. However, the pathophysiologic roles and molecular mechanisms of EGFL6 in gastric cancer (GC) remain to be elucidated. In this study, we investigated EGFL6 expression in GC cell lines and tissues using western blotting and immunohistochemistry. We found that EGFL6 was elevated expression in GC cell lines and tissues. The high expression of EGFL6 significantly was correlated with histological grade, depth of invasion, lymph node involvement, distant metastasis and TNM stage in GC and predicted poorer prognosis, and it could act an independent prognostic factor for GC patients. EGFL6 enhanced the proliferation, migration and invasion of GC cells. In addition, we identified the possible molecular mechanisms of EGFL6-involved epithelial-mesenchymal transition (EMT). EGFL6 regulated EMT process and induced metastasis partly through FAK/PI3K/AKT/mTOR, Notch and MAPK signaling pathways. In conclusion, EGFL6 confers an oncogenic function in GC progression and may be proposed as a potential therapeutic target for GC.
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Affiliation(s)
- Fu-Chun Huo
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China
| | - Wen-Tao Zhu
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China
| | - Xu Liu
- Department of general surgery, Xuzhou Children's Hospital, Xuzhou Medical University, Quan shan District, Xuzhou, 221000, Jiangsu, China
| | - Yun Zhou
- Department of Radiation Oncology, Xuzhou Central Hospital, Xuzhou, 221000, Jiangsu, China
| | - Lan-Sheng Zhang
- Department of Oncological Radiotherapy, the Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, Jiangsu, China.
| | - Jie Mou
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China.
- School of Pharmacy, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China.
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27
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Lv K, Chen W, Chen D, Mou J, Zhang H, Fan T, Li Y, Cao D, Wang X, Chen L, Shen J, Pei D, Xiong B. Rational Design and Evaluation of 6-(Pyrimidin-2-ylamino)-3,4-dihydroquinoxalin-2(1 H)-ones as Polypharmacological Inhibitors of BET and Kinases. J Med Chem 2020; 63:9787-9802. [PMID: 32787081 DOI: 10.1021/acs.jmedchem.0c00962] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Cancer exhibits diverse heterogeneity with a complicated molecular basis that usually harbors genetic and epigenetic abnormality, which poses a big challenge for single-target agents. In the current work, we proposed a hybrid strategy by incorporating pharmacophores that bind to the acetylated lysine binding pocket of BET proteins with a typical kinase hinge binder to generate novel polypharmacological inhibitors of BET and kinases. Through elaborating the core structure of 6-(pyrimidin-2-ylamino)-3,4-dihydroquinoxalin-2(1H)-one, we demonstrated that this rational design can produce high potent inhibitors of CDK9 and BET proteins. In this series, compound 40 was identified as the potential lead compound with balanced activities of BRD4 (IC50 = 12.7 nM) and CDK9 (IC50 = 22.4 nM), as well as good antiproliferative activities on a small cancer cell panel. Together, the current study provided a new method for the discovery of bromodomain and kinase dual inhibitors rather than only being discovered by serendipity.
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Affiliation(s)
- Kaikai Lv
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China.,University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Weicong Chen
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou 221006, China
| | - Danqi Chen
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Jie Mou
- Jiangsu Key Laboratory of New Drug and Clinical Pharmacy, School of Pharmacy, Xuzhou Medical University, 209 Tongshan Road, Xuzhou 221006, China
| | - Huijie Zhang
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China.,University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Tiantian Fan
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China.,University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Yanlian Li
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Danyan Cao
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Xin Wang
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Lin Chen
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Jingkang Shen
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Dongsheng Pei
- Department of Pathology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou 221006, China
| | - Bing Xiong
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
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28
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Kaukonen D, Kaukonen R, Polit L, Hennessy BT, Lund R, Madden SF. Analysis of H3K4me3 and H3K27me3 bivalent promotors in HER2+ breast cancer cell lines reveals variations depending on estrogen receptor status and significantly correlates with gene expression. BMC Med Genomics 2020; 13:92. [PMID: 32620123 PMCID: PMC7333309 DOI: 10.1186/s12920-020-00749-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 06/25/2020] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The role of histone modifications is poorly characterized in breast cancer, especially within the major subtypes. While epigenetic modifications may enhance the adaptability of a cell to both therapy and the surrounding environment, the mechanisms by which this is accomplished remains unclear. In this study we focus on the HER2 subtype and investigate two histone trimethylations that occur on the histone 3; the trimethylation located at lysine 4 (H3K4me3) found in active promoters and the trimethylation located at lysine 27 (H3K27me3) that correlates with gene repression. A bivalency state is the result of the co-presence of these two marks at the same promoter. METHODS In this study we investigated the relationship between these histone modifications in promoter regions and their proximal gene expression in HER2+ breast cancer cell lines. In addition, we assessed these patterns with respect to the presence or absence of the estrogen receptor (ER). To do this, we utilized ChIP-seq and matching RNA-seq from publicly available data for the AU565, SKBR3, MB361 and UACC812 cell lines. In order to visualize these relationships, we used KEGG pathway enrichment analysis, and Kaplan-Meyer plots. RESULTS We found that the correlation between the three types of promoter trimethylation statuses (H3K4me3, H3K27me3 or both) and the expression of the proximal genes was highly significant overall, while roughly a third of all genes are regulated by this phenomenon. We also show that there are several pathways related to cancer progression and invasion that are associated with the bivalent status of the gene promoters, and that there are specific differences between ER+ and ER- HER2+ breast cancer cell lines. These specific differences that are differentially trimethylated are also shown to be differentially expressed in patient samples. One of these genes, HIF1AN, significantly correlates with patient outcome. CONCLUSIONS This study highlights the importance of looking at epigenetic markings at a subtype specific level by characterizing the relationship between the bivalent promoters and gene expression. This provides a deeper insight into a mechanism that could lead to future targets for treatment and prognosis, along with oncogenesis and response to therapy of HER2+ breast cancer patients.
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Affiliation(s)
- Damien Kaukonen
- Data Science Centre, Royal College of Surgeons in Ireland, Dublin, Ireland.
| | - Riina Kaukonen
- Turku Bioscience, University of Turku and Åbo Akademi University, Turku, Finland
| | - Lélia Polit
- Institute Cochin, University Paris Descartes, Paris, France
| | - Bryan T Hennessy
- Medical Oncology Group, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Riikka Lund
- Turku Bioscience, University of Turku and Åbo Akademi University, Turku, Finland
| | - Stephen F Madden
- Data Science Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
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29
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Huang S, Zhu Y, Wang C, Li X, Cui X, Tu S, You L, Fu J, Chen Z, Hu W, Gong W. PAK5 facilitates the proliferation, invasion and migration in colorectal cancer cells. Cancer Med 2020; 9:4777-4790. [PMID: 32383357 PMCID: PMC7333859 DOI: 10.1002/cam4.3084] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 04/08/2020] [Accepted: 04/08/2020] [Indexed: 12/18/2022] Open
Abstract
Colorectal cancer (CRC) is the third-most common cancer around the world, accounting for approximately 10% of cancer-related mortality. Deeper molecular understanding of colorectal carcinogenesis will provide evidences for identification of early diagnostic indicators and novel therapeutic strategies for CRC treatment. The p21cdc42/rac1 -activated kinase 5 (PAK5) has been reported to be involved in a variety of tumor-promoting behaviors, whereas the underlying mechanisms of PAK5 in CRC progression are still obscure. Our current study revealed an upregulated expression of PAK5 in human CRC tissues as compared with normal adjacent biopsies, which was associated with tumor progression and metastasis. We further unraveled that inhibition of PAK5 was correlated with restrained proliferation, migration, and invasion of CRC cells in vitro and in vivo. Moreover, we showed an indispensable role of PAK5 in interacting with Cdc42 and Integrin β1, β3, thus, to facilitate the migration and invasion of CRC cells. Collectively, we pointed out a potential of PAK5 to serve as a novel therapeutic target in restricting CRC proliferation and metastasis. The uncovered mechanisms will deepen the comprehension with regard to the mechanisms of CRC progression, as well as providing new insights for therapeutic intervention in colorectal cancer.
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Affiliation(s)
- Silin Huang
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Ying Zhu
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Chunfei Wang
- Endoscopy CenterThe Seventh Affiliated Hospital of Sun Yat‐Sen UniversityShenzhenGuangdongChina
| | - Xiaxi Li
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Xiaobing Cui
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Sufang Tu
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Lijuan You
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - JingWen Fu
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Zemin Chen
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
| | - Wei Hu
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
- Department of Anaesthesia and Intensive CareThe Chinese University of Hong KongHong Kong
| | - Wei Gong
- Department of GastroenterologyShenzhen HospitalSouthern Medical UniversityShenzhenGuangdongChina
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30
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Li YK, Zou J, Ye DM, Zeng Y, Chen CY, Luo GF, Zeng X. Human p21-activated kinase 5 (PAK5) expression and potential mechanisms in relevant cancers: Basic and clinical perspectives for molecular cancer therapeutics. Life Sci 2019; 241:117113. [PMID: 31805288 DOI: 10.1016/j.lfs.2019.117113] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 11/20/2019] [Accepted: 11/26/2019] [Indexed: 01/19/2023]
Abstract
An oncogenic role, p21-activated kinase 5 (PAK5), has proven as a significant mediator for many cellular progression, which is expressed highly in human organs such as lung, liver, kidney, blood vessels endothelial cells and inflammatory cells. PAK5 was primitively detected in the cerebrum and accelerated the filopodia formation in neurocytes. It can reverse the effect of Rho and adjust its activity to mediate maintenance and development of nerve axon by binding with Cdc42-GTP. Moreover, PAK5 has been suggested to mediate protean, multitudinous and inscrutable functions in cancer. Currently, many researches indicated that PAK5 was dysregulated in ovarian cancer, cervical cancer, melanoma, osteosarcoma, renal carcinoma, breast cancer, gastric cancer and so on, which was involved in cell proliferation, apoptosis, migration and invasion. This review focuses the latest knowledge on the structure, expression, signalling pathway of PAK5, emphasizing its function in cancer.
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Affiliation(s)
- Yu-Kun Li
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Juan Zou
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Dong-Mei Ye
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Ying Zeng
- School of Nursing, University of South China, Hengyang, Hunan 421001, PR China
| | - Chang-Ye Chen
- Department of Gynecology, The First Affiliated Hospital of University of South China, Hengyang, Hunan 410011, PR China
| | - Gui-Fang Luo
- Department of Gynecology, The First Affiliated Hospital of University of South China, Hengyang, Hunan 410011, PR China.
| | - Xi Zeng
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China; Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, PR China.
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31
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Mao Z, Sang MM, Chen C, Zhu WT, Gong YS, Pei D. CSN6 Promotes the Migration and Invasion of Cervical Cancer Cells by Inhibiting Autophagic Degradation of Cathepsin L. Int J Biol Sci 2019; 15:1310-1324. [PMID: 31223289 PMCID: PMC6567803 DOI: 10.7150/ijbs.32987] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/13/2019] [Indexed: 01/14/2023] Open
Abstract
CSN6 is one subunit of the highly conserved constitutive photomorphogenesis 9 (COP9) signalosome (CSN), which is overexpressed in many types of cancers, and has received great attention as a regulator of the degradation of cancer-related proteins, suggesting its importance in oncogenic activity. CSN6 has been shown to be overexpressed in cervical cancer (CC) and associated with CC development. CC remains to be one of the most aggressive cancers affecting women. Cathepsin L (CTSL), significantly associated with the autophagy, plays a critical role in degradation of extracellular matrix for metastasis. However, the detailed biological functions of CSN6 on CTSL in CC metastasis have not been well clarified. Our data has shown that CSN6 and CTSL are positively correlated. The overexpression of CSN6 and CTSL might be a strong indicator for CC enhanced aggressiveness. CSN6 could suppress the degradation of CTSL, then facilitated the migration and invasion of CC cells. Interestingly, our results indicated that autophagy is essential for decreasing CTSL, while CSN6 could inhibit the autophagy ability of CC cells. In addition, blocking of the mammalian target of rapamycin (mTOR) pathway reversed CSN6-mediated autophagy inhibition. We further demonstrated that CSN6 positively regulated CTSL expression through an autophagy-lysosomal system. Taken together, we concluded that CSN6 might promote the migration and invasion of cervical cancer cells by inhibiting autophagic degradation of CTSL and serve as a potential gene therapy target for the treatment of CC metastasis.
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Affiliation(s)
- Zun Mao
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Miao-Miao Sang
- Department of Rehabilitation, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Cheng Chen
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Wen-Tao Zhu
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Yu-Sen Gong
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Dong‑Sheng Pei
- Laboratory of Clinical and Experimental Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
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