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Vaughn H, Major H, Kadera E, Keck K, Dunham T, Qian Q, Brown B, Scott A, Bellizzi AM, Braun T, Breheny P, Quelle DE, Howe JR, Darbro B. Functional Copy-Number Alterations as Diagnostic and Prognostic Biomarkers in Neuroendocrine Tumors. Int J Mol Sci 2024; 25:7532. [PMID: 39062773 PMCID: PMC11277019 DOI: 10.3390/ijms25147532] [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: 06/11/2024] [Revised: 06/29/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024] Open
Abstract
Functional copy-number alterations (fCNAs) are DNA copy-number changes with concordant differential gene expression. These are less likely to be bystander genetic lesions and could serve as robust and reproducible tumor biomarkers. To identify candidate fCNAs in neuroendocrine tumors (NETs), we integrated chromosomal microarray (CMA) and RNA-seq differential gene-expression data from 31 pancreatic (pNETs) and 33 small-bowel neuroendocrine tumors (sbNETs). Tumors were resected from 47 early-disease-progression (<24 months) and 17 late-disease-progression (>24 months) patients. Candidate fCNAs that accurately differentiated these groups in this discovery cohort were then replicated using fluorescence in situ hybridization (FISH) on formalin-fixed, paraffin-embedded (FFPE) tissues in a larger validation cohort of 60 pNETs and 82 sbNETs (52 early- and 65 late-disease-progression samples). Logistic regression analysis revealed the predictive ability of these biomarkers, as well as the assay-performance metrics of sensitivity, specificity, and area under the curve. Our results indicate that copy-number changes at chromosomal loci 4p16.3, 7q31.2, 9p21.3, 17q12, 18q21.2, and 19q12 may be used as diagnostic and prognostic NET biomarkers. This involves a rapid, cost-effective approach to determine the primary tumor site for patients with metastatic liver NETs and to guide risk-stratified therapeutic decisions.
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Affiliation(s)
- Hayley Vaughn
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Heather Major
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Evangeline Kadera
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Kendall Keck
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | - Timothy Dunham
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Qining Qian
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Bartley Brown
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA;
| | - Aaron Scott
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | | | - Terry Braun
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA;
| | - Patrick Breheny
- Department of Biostatistics, University of Iowa, Iowa City, IA 52242, USA;
| | - Dawn E. Quelle
- Department of Neuroscience and Pharmacology, University of Iowa, Iowa City, IA 52242, USA;
| | - James R. Howe
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | - Benjamin Darbro
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
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Li L, Wang J, Zhang Z, Yang Q, Deng Z, Zou W, Ge X, Pan K, Li C, Liu R. Identification of CKS1B as a prognostic indicator and a predictive marker for immunotherapy in pancreatic cancer. Front Immunol 2022; 13:1052768. [PMID: 36405738 PMCID: PMC9668883 DOI: 10.3389/fimmu.2022.1052768] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 10/19/2022] [Indexed: 01/10/2024] Open
Abstract
As a regulatory subunit of cyclin kinase, CKS1B promotes cancer development and is associated with poor prognosis in multiple cancer patients. However, the intrinsic role of CKS1B in pancreatic cancer remains elusive. In our research, CKS1B expression in pancreatic tumor tissue was higher than that in normal tissue by TCGA, Oncomine and CPTAC databases analysis. Similar result was verified in our center tissues by qRT-PCR. CKS1B expression was closely relevant to histologic grading, prognosis, and TMB. GSEA showed that CKS1B mainly participated in the regulation of autophagy and T cell receptor signaling pathway. Furthermore, CIBERSORT analysis showed that there was a strong correlation between CKS1B expression and tumor immune cells infiltration. Drug sensitivity analysis showed that patients with high CKS1B expression appeared to be more sensitive to gemcitabine, 5-fluorouracil, and paclitaxel. We then investigated cell viability and migratory ability by CCK8 and transwell assay, respectively. Results indicated that CKS1B knockdown by short hairpin RNA significantly reduced pancreatic cancer cell viability and invasion via regulating PD-L1 expression. In conclusion, our research further demonstrates the role of CKS1B in pancreatic cancer and the signaling pathways involved. The association of CKS1B with immune infiltration and immune checkpoint may provide a new direction for immunotherapy of pancreatic cancer.
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Affiliation(s)
- Lincheng Li
- Medical School of Chinese PLA, Beijing, China
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Jing Wang
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- Key Laboratory of Digital Hepetobiliary Surgery, PLA, Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Zhuochao Zhang
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Qiyue Yang
- Key Laboratory of Digital Hepetobiliary Surgery, PLA, Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Zhaoda Deng
- Medical School of Chinese PLA, Beijing, China
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Wenbo Zou
- Department of General Surgery, No.924 Hospital of PLA Joint Logistic Support Force, Guilin, China
| | - Xinlan Ge
- Key Laboratory of Digital Hepetobiliary Surgery, PLA, Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Ke Pan
- Key Laboratory of Digital Hepetobiliary Surgery, PLA, Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Chonghui Li
- Key Laboratory of Digital Hepetobiliary Surgery, PLA, Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Rong Liu
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
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Deng T, Liu Y, Yang Y, Yuan L, Liu F, Wang X, Zhang Q, Xie M. Regulation of microRNA miR-197-3p/CDC28 protein kinase regulatory subunit 1B (CKS1B) axis by Circular RNA hsa_circ_0000285 promotes glioma progression. Bioengineered 2022; 13:4757-4772. [PMID: 35174774 PMCID: PMC8974215 DOI: 10.1080/21655979.2022.2031673] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Circular RNA circ_0000285 is differentially expressed in several malignancies; however, its role in gliomas is under investigation. Reverse transcription quantitative polymerase chain reaction was conducted to evaluate the expression of circ_0000285, miR-197-3p, and CDC28 protein kinase regulatory subunit 1B (CKS1B) in glioma tissues and cells. Cell Counting Kit-8 and Transwell invasion assays coupled with Western blotting analysis using anti-Bax and anti-Bcl-2 antibodies were performed to evaluate cell proliferation, invasion, and apoptosis. Luciferase reporter and AGO2 RNA immunoprecipitation assays were conducted to verify the interaction between miR-197-3p and circ_0000285 or CKS1B. Xenograft tumor growth was evaluated in mice. We noted that circ_0000285 was highly expressed in glioma tissues and cells and that circ_0000285-silencing retarded tumor growth both in vitro and in vivo. This effect was mediated by the binding of circ_0000285 to miR-197-3p, which silenced CKS1B, an essential driver of glioma cell proliferation and invasion. Thus, circ_0000285 boosted glioma progression by regulating the miR-197-3p/CKS1B axis, highlighting a novel competing endogenous RNA circuit of glioma progression.
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Affiliation(s)
- Tao Deng
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Yang Liu
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Yanlong Yang
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Leyong Yuan
- School of Basic Medical Sciences, Hubei University of Medicine, Suizhou, China
| | - Fangfang Liu
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Xiaobo Wang
- Medical Transformation Center, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Qiuying Zhang
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Mingshui Xie
- Department of Clinical Laboratory, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
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