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Tong Q, Zhou J. Construction of a 12-gene prognostic model for colorectal cancer based on heat shock protein-related genes. Int J Hyperthermia 2024; 41:2290913. [PMID: 38191150 DOI: 10.1080/02656736.2023.2290913] [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: 09/25/2023] [Revised: 11/02/2023] [Accepted: 11/29/2023] [Indexed: 01/10/2024] Open
Abstract
Some heat shock proteins (HSPs) have been shown to influence tumor prognosis, but their prognostic significance in colorectal cancer (CRC) remains unclear. This study explored the prognostic significance of HSP-related genes in CRC. Transcriptional data and clinical information of CRC patients were obtained from The Cancer Genome Atlas (TCGA) database, and a literature search was conducted to identify HSP-related genes. Using Least Absolute Selection and Shrinkage Operator (LASSO) regression and univariate/multivariate Cox regression analyses, 12 HSP-related genes demonstrating significant associations with CRC survival were successfully identified and employed to formulate a predictive risk score model. The efficacy and precision of this model were validated utilizing TCGA and Gene Expression Omnibus (GEO) datasets, demonstrating its reliability in CRC prognosis prediction. gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses revealed significant disparities between high- and low-risk groups in chromatin remodeling biological functions and neutrophil extracellular trap formation pathways. Single sample gene set enrichment analysis (ssGSEA) further revealed differences in immune cell types and immune functional status between the two risk groups. Differential analysis showed higher expression of immune checkpoints within the low-risk group, while the high-risk group exhibited notably higher Tumor Immune Dysfunction and Exclusion (TIDE) scores. Additionally, we predicted the sensitivity of different prognosis risk patients to various drugs, providing potential drug choices for tailored treatment. Combined, our study successfully crafted a novel CRC prognostic model that can effectively predict patient survival, immune landscape, and treatment response, providing important support and guidance for CRC patient prognosis.
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Affiliation(s)
- Qin Tong
- Department of Gastrointestinal Surgery, Jinhua Guangfu Hospital, Jinhua, China
| | - Junchao Zhou
- Department of Gastrointestinal Surgery, Jinhua Guangfu Hospital, Jinhua, China
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2
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Zhang H, Zhang H, Wang J, Fan L, Mu W, Jin Y, Wang Z. Small-molecular cyclic peptide exerts viability suppression effects on HepG2 cells via triggering p53 apoptotic pathways. Chem Biol Interact 2023; 382:110633. [PMID: 37451662 DOI: 10.1016/j.cbi.2023.110633] [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: 04/01/2023] [Revised: 07/06/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
Cyclic peptides have become an attractive modality for drug development due to their high specificity, metabolic stability and higher cell permeability. In an effort to explore novel antitumor compounds based on natural cyclopeptide from the phakellistatin family, we found an isoindolinone-containing analog (S-PK6) of phakellistatin 6 capable of suppressing the viability and proliferation of HepG2 cells. The aim of the present study is to shed light on the mechanism of action of this novel compound. We have detected differences in gene expression before and after treatment with S-PK6 in human hepatocellular carcinoma HepG2 cell line by transcriptome sequencing. To further investigate biological effects, we have also extensively investigated the tumor cell cycle, mitochondrial membrane potential, and intracellular Ca2+ concentration after S-PK6 treatment. Based on the finding that the apoptosis was associated with the p53 signaling pathway and MAPK signaling pathway, western blotting tests were used to assess the expression level of p53 protein and its degenerative regulator MDM2 protein, which showed that S-PK6 could increase p53 levels efficiently. In summary, our results demonstrate the mechanism of action of a small-molecule cyclopeptide, which could be very useful for examining of the possible mechanisms of natural cyclopeptides.
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Affiliation(s)
- Hui Zhang
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, 150025, China
| | - Huanli Zhang
- Key Laboratory for Photonic and Electronic Bandgap Materials, Ministry of Education, College of Chemistry & Chemical Engineering, Harbin Normal University, Harbin, 150025, China
| | - Jingchun Wang
- Institute of Medicine and Drug Research, Qiqihar Medical University, Qiqihar, China
| | - Li Fan
- Institute of Medicine and Drug Research, Qiqihar Medical University, Qiqihar, China
| | - Weijie Mu
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, 150025, China.
| | - Yingxue Jin
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, 150025, China; Key Laboratory for Photonic and Electronic Bandgap Materials, Ministry of Education, College of Chemistry & Chemical Engineering, Harbin Normal University, Harbin, 150025, China.
| | - Zhiqiang Wang
- Key Laboratory for Photonic and Electronic Bandgap Materials, Ministry of Education, College of Chemistry & Chemical Engineering, Harbin Normal University, Harbin, 150025, China.
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Yuan Q, Zhang W, Shang W. Identification and validation of a prognostic risk-scoring model based on sphingolipid metabolism-associated cluster in colon adenocarcinoma. Front Endocrinol (Lausanne) 2022; 13:1045167. [PMID: 36518255 PMCID: PMC9742378 DOI: 10.3389/fendo.2022.1045167] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 10/24/2022] [Indexed: 11/29/2022] Open
Abstract
Colon adenocarcinoma (COAD) is the primary factor responsible for cancer-related mortalities in western countries, and its development and progression are affected by altered sphingolipid metabolism. The current study aimed at investigating the effects of sphingolipid metabolism-related (SLP) genes on multiple human cancers, especially on COAD. We obtained 1287 SLP genes from the GeneCard and MsigDb databases along with the public transcriptome data and the related clinical information. The univariate Cox regression analysis suggested that 26 SLP genes were substantially related to the prognosis of COAD, and a majority of SLP genes served as the risk genes for the tumor, insinuating a potential pathogenic effect of SLP in COAD development. Pan-cancer characterization of SLP genes summarized their expression traits, mutation traits, and methylation levels. Subsequently, we focused on the thorough research of COAD. With the help of unsupervised clustering, 1008 COAD patients were successfully divided into two distinct subtypes (C1 and C2). C1 subtype is characterized by a poor prognosis, activation of SLP pathways, high expression of SLP genes, disordered carcinogenic pathways, and immune microenvironment. Based on the clusters of SLP, we developed and validated a novel prognostic model, consisting of ANO1, C2CD4A, EEF1A2, GRP, HEYL, IGF1, LAMA2, LSAMP, RBP1, and TCEAL2, to quantitatively evaluate the clinical outcomes of COAD. The Kaplain-Meier survival curves and ROC curves highlighted the accuracy of our SLP model in both internal and external cohorts. Compared to normal colon tissues, expression of C2CD4A was detected to be significantly higher in COAD; whereas, expression levels of EEF1A2, IGF1, and TCEAL2 were detected to be significantly lower in COAD. Overall, our research emphasized the pathogenic role of SLP in COAD and found that targeting SLP might help improve the clinical outcomes of COAD. The risk model based on SLP metabolism provided a new horizon for prognosis assessment and customized patient intervention.
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Affiliation(s)
- Qihang Yuan
- Department of General Surgery, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Laboratory of Integrative Medicine, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- *Correspondence: Qihang Yuan,
| | - Weizhi Zhang
- Dalian No.24 High School, Dalian, Liaoning, China
| | - Weijia Shang
- Dalian No.24 High School, Dalian, Liaoning, China
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Elmallah MIY, Cordonnier M, Vautrot V, Chanteloup G, Garrido C, Gobbo J. Membrane-anchored heat-shock protein 70 (Hsp70) in cancer. Cancer Lett 2019; 469:134-141. [PMID: 31669516 DOI: 10.1016/j.canlet.2019.10.037] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 10/18/2019] [Accepted: 10/22/2019] [Indexed: 12/19/2022]
Abstract
Hsp70 is a highly conserved and inducible heat shock protein that belongs to the HSP70 family of molecular chaperones and plays a central role in protein homeostasis. The main function of Hsp70 is to protect cells from physiological, pathological and environmental insults, as it assists an ATP-dependent manner the process of protein folding. Since Hsp70 provides critical cell survival functions, cancer cells are assumed to rely on this chaperone. Strong evidence suggests that Hsp70 is upregulated in different type of cancers and is involved in tumor growth, invasion, migration and resistance to anti-cancer therapy. Interestingly, this Hsp70 upregulation induces Hsp70 re-location into plasma membrane. In this review, the role of Hsp70 in cancer will be discussed focusing particularly on the extracellular membrane-bound Hsp70. The mechanism by which Hsp70 is translocated to plasma membrane of tumor cells and the recent discoveries of drugs targeting this Hsp70 in cancer therapy will be also highlighted.
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Affiliation(s)
- Mohammed I Y Elmallah
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Anti-cancer Center Georges-François Leclerc, Dijon, France; Chemistry Department, Faculty of Science, Helwan University, 11795, Ain Helwan, Cairo, Egypt.
| | - Marine Cordonnier
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Faculty of Medicine. University of Burgundy-Franche-Comté, France
| | - Valentin Vautrot
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Anti-cancer Center Georges-François Leclerc, Dijon, France; University of Bourgogne Franche-Comté, EA 3181, France
| | - Gaëtan Chanteloup
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Faculty of Medicine. University of Burgundy-Franche-Comté, France
| | - Carmen Garrido
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Anti-cancer Center Georges-François Leclerc, Dijon, France; Faculty of Medicine. University of Burgundy-Franche-Comté, France.
| | - Jessica Gobbo
- INSERM 1231, Label Ligue National contre le Cancer and Label d'excellence LipSTIC, 7 Bd Jeanne d'Arc, 21000, Dijon, France; Anti-cancer Center Georges-François Leclerc, Dijon, France
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Lisanti A, Formica V, Ianni F, Albertini B, Marinozzi M, Sardella R, Natalini B. Antioxidant activity of phenolic extracts from different cultivars of Italian onion (Allium cepa) and relative human immune cell proliferative induction. PHARMACEUTICAL BIOLOGY 2015; 54:799-806. [PMID: 26452395 DOI: 10.3109/13880209.2015.1080733] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
CONTEXT The total antioxidant activity (TAC) may vary considerably between onion cultivars. Immunological effects of onion phenolic compounds are still underestimated. OBJECTIVE The objective of this study is to determine the total phenol content (TPC) and the relative TAC of three Allium cepa L. (Liliaceae) onion cultivars cultivated in Cannara (Italy): Rossa di Toscana, Borettana di Rovato, and Dorata di Parma, and to evaluate the phenol extracts ability to induce human immune cell proliferation. MATERIALS AND METHODS TPC was determined by the Folin-Ciocalteu method, TAC with FRAP, TEAC/ABTS, and DPPH methods. Peripheral blood mononuclear cells from healthy human donors were incubated for 24 h at 37 °C with 1 ng/mL of phenolic extract in PBS, immunostained, and then analyzed by 4-color flow cytometry for the phenotypic characterization of T helper cells (CD4+ cells), cytotoxic T lymphocytes (CD8+ cells), T regulatory cells (CD25high CD4+ cells), and natural killer cells/monocytes (CD16+ cells). RESULTS Rossa di Toscana displayed the highest TPC (6.61 ± 0.87 mg GA equivalents/g onion bulb DW) and the highest TAC with the experienced methods: FRAP, 9.19 ± 2.54 μmol Trolox equivalents/g onion bulb DW; TEAC/ABTS, 21.31 ± 0.41 μmol Trolox equivalents/g onion bulb DW; DPPH, 22.90 ± 0.01 μmol Trolox equivalents/g onion bulb DW. Incubation with Rossa di Toscana extract determined an increase in the frequency of the antitumor/anti-infection NK CD16+ immune cells (23.0 ± 0.4%). DISCUSSION AND CONCLUSIONS Content of health-promoting phenols and the deriving antioxidant and immunostimulating activity vary considerably among the investigated cultivars. Rossa di Toscana can be considered as a potential functional food.
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Affiliation(s)
- Antonella Lisanti
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
| | - Vincenzo Formica
- b Medical Oncology Unit, Tor Vergata University Hospital , Rome , Italy
| | - Federica Ianni
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
| | - Barbara Albertini
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
| | - Maura Marinozzi
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
| | - Roccaldo Sardella
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
| | - Benedetto Natalini
- a Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy and
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Wang XP, Lin HP, Wang QX, Gu Y. Specific Antitumor Immunity Induced by Cross-linking Complex Heat Shock Protein 72 and Alpha-fetoprotein. Cancer Biother Radiopharm 2012; 27:189-97. [DOI: 10.1089/cbr.2011.1135] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Affiliation(s)
- Xiao-Ping Wang
- Laboratory of Molecular Pathology, Shaanxi University of Chinese Medicine, Xianyang, China
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota
| | - Huan-Ping Lin
- Laboratory of Molecular Pathology, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Qiao-Xia Wang
- Laboratory of Molecular Pathology, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Yan Gu
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota
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Tell R, Rivera CA, Eskra J, Taglia LN, Blunier A, Wang QT, Benya RV. Gastrin-releasing peptide signaling alters colon cancer invasiveness via heterochromatin protein 1Hsβ. THE AMERICAN JOURNAL OF PATHOLOGY 2011; 178:672-8. [PMID: 21281799 DOI: 10.1016/j.ajpath.2010.10.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2009] [Revised: 09/09/2010] [Accepted: 10/01/2010] [Indexed: 01/08/2023]
Abstract
Epithelial cells lining the adult colon do not normally express gastrin-releasing peptide (GRP) or its receptor (GRPR). In contrast, GRP/GRPR can be aberrantly expressed in colon cancer where they are associated with improved patient survival rates. However, the mechanism of action whereby these proteins mediate their beneficial effects is not known. Heterochromatin protein 1 is an epigenetic modifier of gene transcription for which three different isoforms exist in humans: HP1(Hsα), HP1(Hsβ), and HP1(Hsγ). In breast cancer and melanoma, respectively, HP1(Hsα) and HP1(Hsβ) have been shown to modulate the aggressiveness of tumor cells in vivo. In contrast, the role of HP1 in colon cancer has not been elucidated, and a mechanism of regulating the expression of any HP1 isoform in any context has not yet been identified. In this article we demonstrate that abrogating GRP/GRPR signaling specifically down-regulates HP1(Hsβ) expression and that inhibiting GRPR signaling, or ablating HP1(Hsβ) expression, increases colon cancer cell invasiveness in vitro. These findings identify for the first time a signaling pathway regulating heterochromatin protein expression and suggest a mechanism whereby aberrantly expressed GRPR might alter the outcome of patients with colorectal cancer.
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Affiliation(s)
- Robert Tell
- Departments of Medicine and Biological Sciences, UIC Cancer Center, University of Illinois at Chicago, USA
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Parrula C, Fernandez SA, Zimmerman B, Lairmore M, Niewiesk S. Measles virotherapy in a mouse model of adult T-cell leukaemia/lymphoma. J Gen Virol 2011; 92:1458-1466. [PMID: 21325484 DOI: 10.1099/vir.0.028910-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Adult T-cell leukaemia/lymphoma (ATL) is a highly aggressive CD4(+) T-cell malignancy caused by human T-cell leukaemia virus type 1. Measles virus (MV) oncolytic therapy has been reported to be efficient in reducing tumour burden in subcutaneous xenograft models of lymphoproliferative disorders such as myeloma, B-cell lymphoma and cutaneous T-cell lymphoma, but its potential to reduce tumour burden in disseminated lymphoproliferative disorders such as ATL remains to be determined. In this study, MV oncolytic therapy was evaluated in the MET-1/NOD/SCID xenograft mouse model of ATL. Treatment with the vaccine-related strain MV-NSE led to a significant reduction in tumour burden. In mice with a high tumour burden, therapy with MV-NSE significantly increased survival beyond any other single treatment tested previously using this model. Interestingly, signs of morbidity (cachexia) in mice treated with MV were not directly associated with tumour burden, but were correlated with the secretion of interleukin-6 by MET-1 cells and host cells. The results suggest that MV therapy could be a promising therapy for generalized lymphoproliferative disease.
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Affiliation(s)
- Cecilia Parrula
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, USA
| | - Soledad A Fernandez
- Comprehensive Cancer Center, The Arthur James Cancer Hospital and Research Institute, The Ohio State University, Columbus, Ohio, USA.,Center for Biostatistics, The Ohio State University, Columbus, Ohio, USA
| | - Bevin Zimmerman
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, USA
| | - Michael Lairmore
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, USA.,Comprehensive Cancer Center, The Arthur James Cancer Hospital and Research Institute, The Ohio State University, Columbus, Ohio, USA.,Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, USA
| | - Stefan Niewiesk
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, USA.,Comprehensive Cancer Center, The Arthur James Cancer Hospital and Research Institute, The Ohio State University, Columbus, Ohio, USA.,Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, USA
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Expression of GRP and its receptor is associated with improved survival in patients with colon cancer. Clin Exp Metastasis 2009; 26:663-71. [PMID: 19430935 DOI: 10.1007/s10585-009-9265-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2009] [Accepted: 04/22/2009] [Indexed: 12/23/2022]
Abstract
Epithelial cells lining the adult human colon do not normally express gastrin releasing peptide (GRP) or its receptor (GRPR), but both can be up regulated post malignant transformation. However, controversy exists as to the contribution these proteins make to tumor cell behavior once present. Since GRPR activation promotes proliferation, it has been assumed that their aberrant expression promotes colon cancer (CC) growth and progression. Yet we have contended that when expressed, GRP/GRPR benefits the host since in vitro studies demonstrate they enhance tumor cell attachment to the extracellular matrix and promote CC cytolysis by natural killer lymphocytes. Thus the aim of this study was to ascertain the effect of aberrant GRP/GRPR expression on patient survival. To do this we identified all CC diagnosed at a single institution from 1998 to 2002 that were classified as AJCC stage II or III (n = 88); of these 50 (57%) had sufficient tissues remaining for study. GRP/GRPR expression and natural killer cell density were determined immunohistochemically at the leading edge of each CC, and survival assessed by Kaplan Meier analysis. Expression of high levels of GRPR alone, or both GRP and GRPR, was associated with delayed CC recurrence (14.1-17.0 months, respectfully; P = 0.005) and increased survival (10.1-13.1 months, respectfully; P = 0.0124). CC expressing GRP/GRPR were associated with significantly fewer lymph node metastases than tumors not expressing these proteins, and contained significantly more CD16 + natural killer cells, than tumors not expressing these proteins. These findings demonstrate that patients whose CC express GRPR are associated with a survival advantage as compared to those whose CC do not express these proteins.
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Zhao KJ, Shen JK. Advances of gastrin-releasing peptide receptor in treatment of tumors. Shijie Huaren Xiaohua Zazhi 2009; 17:63-67. [DOI: 10.11569/wcjd.v17.i1.63] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The mammalian gastrin-releasing peptide (GRP), known as autocrine growth factors in tumors, is involved in the pathogenesis and progression of many human malignant tumors, and high expression of its receptor, GRPR, in a large spectrum of human cancers gives support to the conclusion that GRPR is a new molecular target in experimental and clinical cancer therapy. GRPRs may be potential carriers for cytotoxins, immunotoxins or radioactive compounds. Moreover, blocking gastrin-releasing peptide receptor signaling pathways by means of antisence oligonucleotide, RNA interference and its antagonists has exhibited impressive antitumor activity.
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