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Nassar M, Baraka B, Talal AH. Innovative approaches in predicting outcomes for rectal neuroendocrine tumors. World J Gastroenterol 2025; 31:100517. [PMID: 39958439 PMCID: PMC11752703 DOI: 10.3748/wjg.v31.i6.100517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 11/05/2024] [Accepted: 12/09/2024] [Indexed: 01/10/2025] Open
Abstract
Rectal neuroendocrine neoplasms pose significant challenges due to their varied presentations and prognoses. Traditional prognostic models, while useful, often fall short of accurately predicting clinical outcomes for these patients. This article discusses the development and implications of a novel prognostic tool, the GATIS score, which aims to enhance predictive accuracy and guide treatment strategies more effectively than current methods. Utilizing data from a large cohort and employing sophisticated statistical models, the GATIS score integrates clinical and pathological markers to provide a nuanced assessment of prognosis. We evaluate the potential of this score to transform clinical decision-making processes, its integration into current medical practices, and future directions for its development. The integration of genetic markers and other biomarkers could further refine its predictive power, highlighting the ongoing need for innovation in the management of rectal neuroendocrine neoplasms.
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Affiliation(s)
- Mahmoud Nassar
- Department of Internal Medicine, Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, Buffalo, NY 14221, United States
- Department of Research, American Society for Inclusion, Diversity, and Equity in Healthcare, Lewes, DE 19958, United States
| | - Bahaaeldin Baraka
- Medical Oncologist, Oncology, Nottingham University Hospitals, City Hospital, Nottingham NG5 1PB, United Kingdom
| | - Andrew H Talal
- Department of Medicine, University at Buffalo, State University of New York, Buffalo, NY 14203, United States
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Bradfield A, Button L, Drury J, Green DC, Hill CJ, Hapangama DK. Investigating the Role of Telomere and Telomerase Associated Genes and Proteins in Endometrial Cancer. Methods Protoc 2020; 3:E63. [PMID: 32899298 PMCID: PMC7565490 DOI: 10.3390/mps3030063] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/24/2020] [Accepted: 08/30/2020] [Indexed: 12/16/2022] Open
Abstract
Endometrial cancer (EC) is the commonest gynaecological malignancy. Current prognostic markers are inadequate to accurately predict patient survival, necessitating novel prognostic markers, to improve treatment strategies. Telomerase has a unique role within the endometrium, whilst aberrant telomerase activity is a hallmark of many cancers. The aim of the current in silico study is to investigate the role of telomere and telomerase associated genes and proteins (TTAGPs) in EC to identify potential prognostic markers and therapeutic targets. Analysis of RNA-seq data from The Cancer Genome Atlas identified differentially expressed genes (DEGs) in EC (568 TTAGPs out of 3467) and ascertained DEGs associated with histological subtypes, higher grade endometrioid tumours and late stage EC. Functional analysis demonstrated that DEGs were predominantly involved in cell cycle regulation, while the survival analysis identified 69 DEGs associated with prognosis. The protein-protein interaction network constructed facilitated the identification of hub genes, enriched transcription factor binding sites and drugs that may target the network. Thus, our in silico methods distinguished many critical genes associated with telomere maintenance that were previously unknown to contribute to EC carcinogenesis and prognosis, including NOP56, WFS1, ANAPC4 and TUBB4A. Probing the prognostic and therapeutic utility of these novel TTAGP markers will form an exciting basis for future research.
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Affiliation(s)
- Alice Bradfield
- Department of Women’s and Children’s Health, University of Liverpool, Crown St, Liverpool L69 7ZX, UK; (A.B.); (J.D.); (C.J.H.)
| | - Lucy Button
- Faculty of Health and Life Sciences, University of Liverpool, Brownlow Hill, Liverpool L69 7ZX, UK;
| | - Josephine Drury
- Department of Women’s and Children’s Health, University of Liverpool, Crown St, Liverpool L69 7ZX, UK; (A.B.); (J.D.); (C.J.H.)
| | - Daniel C. Green
- Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool L7 8TX, UK;
| | - Christopher J. Hill
- Department of Women’s and Children’s Health, University of Liverpool, Crown St, Liverpool L69 7ZX, UK; (A.B.); (J.D.); (C.J.H.)
| | - Dharani K. Hapangama
- Department of Women’s and Children’s Health, University of Liverpool, Crown St, Liverpool L69 7ZX, UK; (A.B.); (J.D.); (C.J.H.)
- Liverpool Women’s NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool L8 7SS, UK
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Qin X, Chen R, Xiong R, Tan Z, Gao S, Lin C, Huo T. Comprehensive analysis of non-small-cell lung cancer microarray datasets identifies several prognostic biomarkers. Future Oncol 2019; 15:3135-3148. [PMID: 31426680 DOI: 10.2217/fon-2018-0824] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Aim: To find accurate and effective biomarkers for diagnosis of non-small-cell lung cancer (NSCLC) patients. Materials & methods: We downloaded microarray datasets GSE19188, GSE33532, GSE101929 and GSE102286 from the database of Gene Expression Omnibus. We screened out differentially expressed genes (DEGs) and miRNAs (DEMs) with GEO2R. We also performed analyses for the enrichment of DEGs' and DEMs' function and pathway by several tools including database for annotation, visualization and integrated discovery, protein-protein interaction and Kaplan-Meier-plotter. Results: Total 913 DEGs were screened out, among which ten hub genes were discovered. All the hub genes were linked to the worsening overall survival of the NSCLC patients. Besides, 98 DEMs were screened out. MiR-9 and miR-520e were the most significantly regulated miRNAs. Conclusion: Our results could provide potential targets for the diagnosis and treatment of NSCLC.
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Affiliation(s)
- Xiuxiu Qin
- Department of Anesthesia, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, PR China
| | - Ruoshi Chen
- Department of Cardiovascular Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, PR China
| | - Rui Xiong
- Department of Cardiovascular Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, PR China
| | - Zimiao Tan
- Department of Anesthesia, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, PR China
| | - Shanshan Gao
- Department of Anesthesia, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, PR China
| | - Chunshui Lin
- Department of Anesthesia, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, PR China
| | - Tianming Huo
- Department of Cardiovascular Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, PR China
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Chen F, Shen C, Wang X, Wang H, Liu Y, Yu C, Lv J, He J, Wen Z. Identification of genes and pathways in nasopharyngeal carcinoma by bioinformatics analysis. Oncotarget 2017; 8:63738-63749. [PMID: 28969025 PMCID: PMC5609957 DOI: 10.18632/oncotarget.19478] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 06/30/2017] [Indexed: 01/04/2023] Open
Abstract
Nasopharyngeal carcinoma is a metastatic malignant tumor originating from nasopharyngeal epithelium. Lacking or nonspecific symptoms of patients with early stage nasopharyngeal carcinoma have significantly reduced the accuracy of diagnosing and predicting nasopharyngeal carcinoma development. This study aimed to identify gene signatures of nasopharyngeal carcinoma and uncover potential mechanisms. Two gene expression profiles (GSE12452 and GSE13597) containing 56 nasopharyngeal carcinoma samples and 13 normal control samples were analyzed to identify the differentially expressed genes. In total, 179 up-regulated genes and 238 down-regulated genes were identified. Functional and pathway enrichment analysis showed that up-regulated genes were significantly involved in cell cycle, oocyte meiosis, DNA replication and p53 signaling pathway, while down-regulated genes were enriched in Huntington's disease,metabolic pathways. Subsequently, the top 10 hub genes, TOP2A (topoisomerase (DNA) II alpha), CDK1 (cyclin-dependent kinase 1), CCNB1 (cyclin B1), PCNA (proliferating cell nuclear antigen), MAD2L1 (mitotic arrest deficient 2 like 1), BUB1 (budding uninhibited by benzimidazoles 1 homolog), CCNB2 (cyclin B2), AURKA (aurora kinase A), CCNA2 (cyclin A2), CDC6 (cell division cycle 6 homolog), were identified from protein-protein interaction network. Furthermore, Module analysis revealed that the ten hub genes except TOP2A were belonged to module 1, indicating the upregulation of these hub genes associated molecular pathways in nasopharyngeal carcinoma might activate nasopharyngeal carcinoma pathogenesis. In conclusion, this study indicated that the identified differentially expressed genes and hub genes enrich our understanding of the molecular mechanisms of nasopharyngeal carcinoma, which could eventually translate into additional biomarkers to facilitate the early diagnosis and therapeutic approaches.
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Affiliation(s)
- Fang Chen
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Congxiang Shen
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaoqi Wang
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Huigang Wang
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yanhui Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, The Second Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Chaosheng Yu
- Department of Otorhinolaryngology-Head and Neck Surgery, Guangzhou Red Cross Hospital, Medical College, Jinan University, Guangzhou, China
| | - Jieyu Lv
- Department of Otorhinolaryngology-Head and Neck Surgery, Jiangmen Central Hospital, Jiangmen, China
| | - Jingjing He
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhong Wen
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Bellayr IH, Marklein RA, Lo Surdo JL, Bauer SR, Puri RK. Identification of Predictive Gene Markers for Multipotent Stromal Cell Proliferation. Stem Cells Dev 2016; 25:861-73. [PMID: 27036644 DOI: 10.1089/scd.2015.0374] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Multipotent stromal cells (MSCs) are known for their distinctive ability to differentiate into different cell lineages, such as adipocytes, chondrocytes, and osteocytes. They can be isolated from numerous tissue sources, including bone marrow, adipose tissue, skeletal muscle, and others. Because of their differentiation potential and secretion of growth factors, MSCs are believed to have an inherent quality of regeneration and immune suppression. Cellular expansion is necessary to obtain sufficient numbers for use; however, MSCs exhibit a reduced capacity for proliferation and differentiation after several rounds of passaging. In this study, gene markers of MSC proliferation were identified and evaluated for their ability to predict proliferative quality. Microarray data of human bone marrow-derived MSCs were correlated with two proliferation assays. A collection of 24 genes were observed to significantly correlate with both proliferation assays (|r| >0.70) for eight MSC lines at multiple passages. These 24 identified genes were then confirmed using an additional set of MSCs from eight new donors using reverse transcription quantitative polymerase chain reaction (RT-qPCR). The proliferative potential of the second set of MSCs was measured for each donor/passage for confluency fraction, fraction of EdU+ cells, and population doubling time. The second set of MSCs exhibited a greater proliferative potential at passage 4 in comparison to passage 8, which was distinguishable by 15 genes; however, only seven of the genes (BIRC5, CCNA2, CDC20, CDK1, PBK, PLK1, and SPC25) demonstrated significant correlation with MSC proliferation regardless of passage. Our analyses revealed that correlation between gene expression and proliferation was consistently reduced with the inclusion of non-MSC cell lines; therefore, this set of seven genes may be more strongly associated with MSC proliferative quality. Our results pave the way to determine the quality of an MSC population for a particular cellular therapy in lieu of an extended in vitro or in vivo assay.
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Affiliation(s)
- Ian H Bellayr
- 1 Division of Cellular and Gene Therapies, Tumor Vaccines and Biotechnology Branch, Center for Biologics and Evaluation Research , US Food and Drug Administration, Silver Spring, Maryland
| | - Ross A Marklein
- 2 Division of Cellular and Gene Therapies, Cellular and Tissue Therapies Branch, Center for Biologics Evaluation and Research , US Food and Drug Administration, Silver Spring, Maryland
| | - Jessica L Lo Surdo
- 2 Division of Cellular and Gene Therapies, Cellular and Tissue Therapies Branch, Center for Biologics Evaluation and Research , US Food and Drug Administration, Silver Spring, Maryland
| | - Steven R Bauer
- 2 Division of Cellular and Gene Therapies, Cellular and Tissue Therapies Branch, Center for Biologics Evaluation and Research , US Food and Drug Administration, Silver Spring, Maryland
| | - Raj K Puri
- 1 Division of Cellular and Gene Therapies, Tumor Vaccines and Biotechnology Branch, Center for Biologics and Evaluation Research , US Food and Drug Administration, Silver Spring, Maryland
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PROX1 is involved in progression of rectal neuroendocrine tumors, NETs. Virchows Arch 2015; 467:279-84. [PMID: 26063416 DOI: 10.1007/s00428-015-1795-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 05/13/2015] [Accepted: 05/28/2015] [Indexed: 10/23/2022]
Abstract
PROX1 is a homeobox transcription factor involved in the development of the lens, liver and heart and found upregulated in colorectal cancers. We studied PROX1 expression by immunohistochemistry in rectal neuroendocrine tumors (NETs). Approximately 10 to 15 % of gastroenteropancreatic NETs occur in the rectum, and some may metastasize. Yet little is known about the molecular pathogenesis of rectal NETs or their metastasis propensity. The objectives were to find out whether PROX1 plays a role in progression of rectal NETs and whether it has value as prognostic marker. In grading of rectal NETs, we applied the WHO 2010 classification. We carried out immunohistochemical staining of PROX1 on 72 primary tumors and six metastases and evaluated nuclear positivity in each tumor. Correlation between PROX1 expression, metastasis and patient survival was then assessed. Annexin A1, a downstream target of PROX1, was immunohistochemically assessed in 18 tumors. PROX1 protein was detected in about half of the tumors, with stronger expression in metastasized cases. PROX1 expression correlated with tumor metastasis and patient prognosis. Annexin A1 was negative in most of the high-grade tumors correlating strongly with grade and metastatic potential. Our results indicate that immunohistochemical detection of PROX1 correlates with a more malignant phenotype in rectal NETs. High PROX1 expression was associated with increased metastatic potential and poor patient survival but not as strongly as grade by the WHO 2010 classification. PROX1 may be involved in progression of rectal NETs as a part of the Wnt pathway.
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Darzynkiewicz Z, Zhao H, Zhang S, Marietta YL, Ernest YL, Zhang Z. Initiation and termination of DNA replication during S phase in relation to cyclins D1, E and A, p21WAF1, Cdt1 and the p12 subunit of DNA polymerase δ revealed in individual cells by cytometry. Oncotarget 2015; 6:11735-50. [PMID: 26059433 PMCID: PMC4494901 DOI: 10.18632/oncotarget.4149] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Accepted: 05/03/2015] [Indexed: 12/18/2022] Open
Abstract
During our recent studies on mechanism of the regulation of human DNA polymerase δ in preparation for DNA replication or repair, multiparameter imaging cytometry as exemplified by laser scanning cytometry (LSC) has been used to assess changes in expression of the following nuclear proteins associated with initiation of DNA replication: cyclin A, PCNA, Ki-67, p21(WAF1), DNA replication factor Cdt1 and the smallest subunit of DNA polymerase δ, p12. In the present review, rather than focusing on Pol δ, we emphasize the application of LSC in these studies and outline possibilities offered by the concurrent differential analysis of DNA replication in conjunction with expression of the nuclear proteins. A more extensive analysis of the data on a correlation between rates of EdU incorporation, likely reporting DNA replication, and expression of these proteins, is presently provided. New data, specifically on the expression of cyclin D1 and cyclin E with respect to EdU incorporation as well as on a relationship between expression of cyclin A vs. p21(WAF1) and Ki-67 vs. Cdt1, are also reported. Of particular interest is the observation that this approach makes it possible to assess the temporal sequence of degradation of cyclin D1, p21(WAF1), Cdt1 and p12, each with respect to initiation of DNA replication and with respect to each other. Also the sequence or reappearance of these proteins in G2 after termination of DNA replication is assessed. The reviewed data provide a more comprehensive presentation of potential markers, whose presence or absence marks the DNA replicating cells. Discussed is also usefulness of these markers as indicators of proliferative activity in cancer tissues that may bear information on tumor progression and have a prognostic value.
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Affiliation(s)
- Zbigniew Darzynkiewicz
- Brander Cancer Research Institute, Department of Pathology, New York Medical College, Valhalla, NY
| | - Hong Zhao
- Brander Cancer Research Institute, Department of Pathology, New York Medical College, Valhalla, NY
| | - Sufang Zhang
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY
| | - Y.W.T. Lee Marietta
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY
| | - Y.C. Lee Ernest
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY
| | - Zhongtao Zhang
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY
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