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Bao Q, Tang W, Tang W, Zhu X, Hong L, Zhang B. Identification of immune-related cervical cancer prognostic biomarkers and construction of prognostic model based on tumor microenvironment. Eur J Med Res 2025; 30:261. [PMID: 40205481 PMCID: PMC11984189 DOI: 10.1186/s40001-025-02515-5] [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: 08/18/2024] [Accepted: 03/26/2025] [Indexed: 04/11/2025] Open
Abstract
OBJECTIVE Tumor microenvironment (TME) and the expression of immune-related genes (IRGs) are closely related to the development of cervical cancer (CC). This study aims to explore some IRGs as prognostic biomarkers for CC patients based on TME. METHODS The abundance of tumor-infiltrating immune cells in CC samples was assessed using single-sample gene set enrichment analysis (ssGSEA). Thus, two immune-related groups are generated according to the immune status. The differentially expressed genes were discovered based on the grouping. Then, univariate Cox and LASSO regression analyses were performed using the R package glmnet. Five IRG prognostic signatures (HLA-DMA, DMBT1, CXCR6, CX3CL1, and SEMA3A) were established after that. The protein expression of some genes was verified by immunohistochemistry (IHC). RESULTS The signature of the five IRGs was identified to be an independent prognostic indicator for the overall survival in CC patients. A prognostic risk model was also constructed. CC patients were classified into high- and low-risk groups based on the median risk score. The survival time of patients in the high-risk group was shorter than that of those in the low-risk group. The five genes remarkably related to prognosis were screened, among which HLA-DMA, CXCR6, and CX3CL1 were the protective factors, whereas DMBT1 and SEMA3A were the risk factors. GO and KEGG enrichment analyses showed that the biomarkers of the five IRGs were enriched in the receptor-ligand interaction and chemokine signaling pathway. Moreover, CXCR6 expression was significantly correlated with immune cell infiltration among the five hub genes. IHC results demonstrated that the expression of SEMA3A protein level was increased, and CX3CL1 protein level was decreased in cervical cancer tissue. CONCLUSION Immune-related prognostic biomarkers in CC include HLA-DMA, DMBT1, CXCR6, CX3CL1, and SEMA3A. The risk score for the five genes is more accurate than that for other clinical risk factors in predicting prognosis at 3 and 5 years. The higher the risk score is, the worse the prognosis of CC patients is. Five prognostic biomarkers may participate in regulating TME through chemokine-mediated signaling pathways and receptor-ligand interactions. These findings provide new insights into the immunotherapy of CC.
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Affiliation(s)
- Qiufang Bao
- Department of Obstetrics and Gynecology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, People's Republic of China
- Department of Obstetrics and Gynecology, The First Clinical College of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
- Department of Obstetrics and Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fuzhou, Fujian, People's Republic of China
| | - Wenlu Tang
- Department of Anesthesiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, Fujian, People's Republic of China
| | - Wenzhong Tang
- Department of Orthopaedics, Tingzhou Hospital of Fujian Province, Longyan, Fujian, People's Republic of China
| | - Xiaohong Zhu
- Department of Obstetrics and Gynecology, The First Clinical College of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Linliang Hong
- Department of Pediatrics, the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, People's Republic of China.
| | - Bin Zhang
- Department of Obstetrics and Gynecology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, People's Republic of China.
- Department of Obstetrics and Gynecology, The First Clinical College of Fujian Medical University, Fuzhou, Fujian, People's Republic of China.
- Department of Obstetrics and Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fuzhou, Fujian, People's Republic of China.
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Lu X, Song X, Hao X, Liu X, Zhang X, Yuan N, Ma H, Zhang Z. miR-186-3p attenuates the tumorigenesis of cervical cancer via targeting insulin-like growth factor 1 to suppress PI3K-Akt signaling pathway. Bioengineered 2021; 12:7079-7092. [PMID: 34551673 PMCID: PMC8806770 DOI: 10.1080/21655979.2021.1977053] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
miR-186-3p acts as a tumor suppressor in various cancers. This study aimed to explore the expression levels of miR-186-3p and its role in cervical cancer. We analyzed the effects of miR-186-3p and insulin-like growth factor 1 (IGF1) on the proliferation, invasion, and apoptosis of cervical cancer cells in vitro by regulating the PI3K/Akt signaling pathway. In cervical cancer tissues and cells, miR-186-3p was downregulated, and IGF1 was upregulated. In addition, miR-186-3p inhibited cell proliferation and invasion and enhanced apoptosis of cervical cancer cells. Moreover, our results showed that miR-186-3p inversely regulated the mRNA expression of IGF1 through direct contact. Knockdown of IGF1 reversed the results of miR-186-3p inhibitor in cervical cancer cells. In addition, the PI3K/Akt signaling pathway was activated by the miR-186-3p inhibitor, although partially arrested by IGF1 knockdown. The PI3K/Akt signaling pathway inhibitor suppressed miR-186-3p inhibitor-stimulated cell proliferation in cervical cancer. In conclusion, miR-186-3p inhibits tumorigenesis of cervical cancer by repressing IGF1, which inactivates the PI3K/Akt signaling pathway, implicating miR-186-3p as a potential new target for the treatment of cervical cancer.
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Affiliation(s)
- Xiurong Lu
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Xiao Song
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Xiaohui Hao
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Xiaoyu Liu
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Xianyu Zhang
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Na Yuan
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Huan Ma
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
| | - Zhilin Zhang
- Department of Radiotherapy, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei, China
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Balachandra S, Kusin SB, Lee R, Blackwell JM, Tiro JA, Cowell LG, Chiang CM, Wu SY, Varma S, Rivera EL, Mayo HG, Ding L, Sumer BD, Lea JS, Bagrodia A, Farkas LM, Wang R, Fakhry C, Dahlstrom KR, Sturgis EM, Day AT. Blood-based biomarkers of human papillomavirus-associated cancers: A systematic review and meta-analysis. Cancer 2021; 127:850-864. [PMID: 33270909 PMCID: PMC8135101 DOI: 10.1002/cncr.33221] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/06/2020] [Accepted: 06/14/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Despite the significant societal burden of human papillomavirus (HPV)-associated cancers, clinical screening interventions for HPV-associated noncervical cancers are not available. Blood-based biomarkers may help close this gap in care. METHODS Five databases were searched, 5687 articles were identified, and 3631 unique candidate titles and abstracts were independently reviewed by 2 authors; 702 articles underwent a full-text review. Eligibility criteria included the assessment of a blood-based biomarker within a cohort or case-control study. RESULTS One hundred thirty-seven studies were included. Among all biomarkers assessed, HPV-16 E seropositivity and circulating HPV DNA were most significantly correlated with HPV-associated cancers in comparison with cancer-free controls. In most scenarios, HPV-16 E6 seropositivity varied nonsignificantly according to tumor type, specimen collection timing, and anatomic site (crude odds ratio [cOR] for p16+ or HPV+ oropharyngeal cancer [OPC], 133.10; 95% confidence interval [CI], 59.40-298.21; cOR for HPV-unspecified OPC, 25.41; 95% CI, 8.71-74.06; cOR for prediagnostic HPV-unspecified OPC, 59.00; 95% CI, 15.39-226.25; cOR for HPV-unspecified cervical cancer, 12.05; 95% CI, 3.23-44.97; cOR for HPV-unspecified anal cancer, 73.60; 95% CI, 19.68-275.33; cOR for HPV-unspecified penile cancer, 16.25; 95% CI, 2.83-93.48). Circulating HPV-16 DNA was a valid biomarker for cervical cancer (cOR, 15.72; 95% CI, 3.41-72.57). In 3 cervical cancer case-control studies, cases exhibited unique microRNA expression profiles in comparison with controls. Other assessed biomarker candidates were not valid. CONCLUSIONS HPV-16 E6 antibodies and circulating HPV-16 DNA are the most robustly analyzed and most promising blood-based biomarkers for HPV-associated cancers to date. Comparative validity analyses are warranted. Variations in tumor type-specific, high-risk HPV DNA prevalence according to anatomic site and world region highlight the need for biomarkers targeting more high-risk HPV types. Further investigation of blood-based microRNA expression profiling appears indicated.
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Affiliation(s)
| | | | - Rebecca Lee
- Department of Otolaryngology–Head and Neck Surgery, UT Southwestern Medical Center, Dallas, Texas
| | | | - Jasmin A. Tiro
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, Texas
- Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas
| | - Lindsay G. Cowell
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, Texas
- Department of Immunology, UT Southwestern Medical Center, Dallas, Texas
| | - Cheng-Ming Chiang
- Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas
- Department of Biochemistry, UT Southwestern Medical Center, Dallas, Texas
- Department of Pharmacology, UT Southwestern Medical Center, Dallas, Texas
| | - Shwu-Yuan Wu
- Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas
- Department of Biochemistry, UT Southwestern Medical Center, Dallas, Texas
| | - Sanskriti Varma
- Department of Internal Medicine, NewYork-Presbyterian Hospital–Columbia Campus, New York, New York
| | - Erika L. Rivera
- Department of General Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Helen G. Mayo
- Digital Library and Learning Center, UT Southwestern Medical Center, Dallas, Texas
| | - Lianghao Ding
- Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas
| | - Baran D. Sumer
- Department of Otolaryngology–Head and Neck Surgery, UT Southwestern Medical Center, Dallas, Texas
| | - Jayanthi S. Lea
- Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, Texas
| | - Aditya Bagrodia
- Department of Urology, UT Southwestern Medical Center, Dallas, Texas
| | - Linda M. Farkas
- Department of Surgery, UT Southwestern Medical Center, Dallas, Texas
| | - Richard Wang
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas
| | - Carole Fakhry
- Department of Otolaryngology–Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristina R. Dahlstrom
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Erich M. Sturgis
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Andrew T. Day
- Department of Otolaryngology–Head and Neck Surgery, UT Southwestern Medical Center, Dallas, Texas
- Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas
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Pickard A, Durzynska J, McCance DJ, Barton ER. The IGF axis in HPV associated cancers. MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH 2017; 772:67-77. [PMID: 28528691 DOI: 10.1016/j.mrrev.2017.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 01/30/2017] [Accepted: 01/30/2017] [Indexed: 02/07/2023]
Abstract
Human papillomaviruses (HPV) infect and replicate in stratified epithelium at cutaneous and mucosal surfaces. The proliferation and maintenance of keratinocytes, the cells which make up this epithelium, are controlled by a number of growth factor receptors such as the keratinocyte growth factor receptor (KGFR, also called fibroblast growth factor receptor 2b (FGFR2b)), the epithelial growth factor receptor (EGFR) and the insulin-like growth factor receptors 1 and 2 (IGF1R and IGF2R). In this review, we will delineate the mutation, gene transcription, translation and processing of the IGF axis within HPV associated cancers. The IGFs are key for developmental and postnatal growth of almost all tissues; we explore whether this crucial axis has been hijacked by HPV.
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MESH Headings
- Cell Proliferation
- ErbB Receptors/genetics
- ErbB Receptors/metabolism
- Gene Expression Regulation, Neoplastic
- Humans
- Keratinocytes/cytology
- Keratinocytes/virology
- Neoplasms/genetics
- Neoplasms/virology
- Papillomaviridae/pathogenicity
- Receptor, Fibroblast Growth Factor, Type 2/genetics
- Receptor, Fibroblast Growth Factor, Type 2/metabolism
- Receptor, IGF Type 1
- Receptor, IGF Type 2/genetics
- Receptor, IGF Type 2/metabolism
- Receptors, Somatomedin/genetics
- Receptors, Somatomedin/metabolism
- Somatomedins/genetics
- Somatomedins/metabolism
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Affiliation(s)
- Adam Pickard
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, BT9 7AE, UK; Wellcome Centre for Cell Matrix Research, University of Manchester, M13 9PL, UK.
| | - Julia Durzynska
- Department of Molecular Virology, Institute of Experimental Biology, A. Mickiewicz University, ul. Umultowska 89, 61-614, Poznań, Poland; Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA
| | - Dennis J McCance
- Department of Pathology, University of New Mexico, Albuquerque, NM, USA
| | - Elisabeth R Barton
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA
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Insulin-like growth factor (IGF) axis in cancerogenesis. MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH 2016; 772:78-104. [PMID: 28528692 DOI: 10.1016/j.mrrev.2016.08.007] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 08/27/2016] [Accepted: 08/31/2016] [Indexed: 12/21/2022]
Abstract
Determination of the role of insulin-like growth factor (IGF) family components in carcinogenesis of several human tumors is based on numerous epidemiological and pre-clinical studies, experiments in vivo and in vitro and on attempts at application of drugs affecting the IGF axis. Investigative hypotheses in original studies were based on biological functions manifested by the entire family of IGF (ligands, receptors, linking proteins, adaptor molecules). In the context of carcinogenesis the most important functions of IGF family involve intensification of proliferation and inhibition of cell apoptosis and effect on cell transformation through synthesis of several regulatory proteins. IGF axis controls survival and influences on metastases of cells. Interactions of IGF axis components may be of a direct or indirect nature. The direct effects are linked to activation of PI3K/Akt signaling pathway, in which the initiating role is first of all played by IGF-1 and IGF-1R. Activity of this signaling pathway leads to an increased mitogenesis, cell cycle progression, and protection against different apoptotic stresses. Indirect effects of the axis depend on interactions between IGF and other molecules important for cancer etiology (e.g. sex hormones, products of suppressor genes, viruses, and other GFs) and the style of life (nutrition, physical activity). From the clinical point of view, components of IGF system are first of all considered as diagnostic serous and/or tissue biomarkers of a given cancer, prognostic factors and attractive target of modern anti-tumor therapies. Several mechanisms in which IGF system components act in the process of carcinogenesis need to be clarified, mainly due to multifactorial etiology of the neoplasms. Pin-pointing of the role played in carcinogenesis by any single signaling pathway remains particularly difficult. The aim of this review is to summarize the current data of several epidemiological studies, experiments in vitro and on animal models, to increase our understanding of the complex role of IGF family components in the most common human cancers.
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Paradkar PH, Joshi JV, Mertia PN, Agashe SV, Vaidya RA. Role of cytokines in genesis, progression and prognosis of cervical cancer. Asian Pac J Cancer Prev 2016; 15:3851-64. [PMID: 24935564 DOI: 10.7314/apjcp.2014.15.9.3851] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Cytokine research is currently at the forefront in cancer research. Deciphering the functions of these multiple small molecules, discovered within the cell and in intercellular spaces, with their abundance and pleotrophism, was initially a great challenge. Advances in analytical chemistry and molecular biology have made it possible to unravel the pathophysiological functions of these polypeptides/proteins which are called interleukins, chemokines, monokines, lymphokines and growth factors. With more than 5 million women contracting cervical cancer every year this cancer is a major cause of mortality and morbidity the world over, particularly in the developing countries. In more than 95% of cases it is associated with human papilloma virus (HPV) infection which is persistent, particularly in those with a defective immune system. Although preventable, the mere magnitude of prevalence of HPV in the world population makes it a dominating current health hazard. The discovery of cytokine dysregulation in cervical cancer has spurted investigation into the possibility of using them as biomarkers in the early diagnosis of cases at high risk of developing cancer. Their critical role in carcinogenesis and progression of cervical cancer is now being revealed to a great extent. From diagnostics to prognosis, and now with a possible role in therapeutics and prevention of cervical cancer, the cytokines are being evaluated in all anticancer approaches. This review endeavours to capture the essence of the astonishing journey of cytokine research in cervical neoplasia.
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Yang HY, Qu RM, Lin XS, Liu TX, Sun QQ, Yang C, Li XH, Lu W, Hu XF, Dai JX, Yuan L. IGF-1 from adipose-derived mesenchymal stem cells promotes radioresistance of breast cancer cells. Asian Pac J Cancer Prev 2015; 15:10115-9. [PMID: 25556435 DOI: 10.7314/apjcp.2014.15.23.10115] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
PURPOSE The aim of this study was to investigate effects of adipose-derived mesenchymal stem cells (AMSCs) on radioresistance of breast cancer cells. MATERIALS AND METHODS MTT assays were used to detect any influence of AMSC supernatants on proliferation of breast cancer cells; cell migration assays were used to determine the effect of breast cancer cells on the recruitment of AMSCs; the cell survival fraction post-irradiation was assessed by clonogenic survival assay; γ-H2AX foci number post-irradiation was determined via fluorescence microscopy; and expression of IGF-1R was detected by Western blotting. RESULTS AMSC supernatants promoted proliferation and radioresistance of breast cancer cells. Breast cancer cells could recruit AMSCs, especially after irradiation. IGF-1 derived from AMSCs might be responsible for the radioresistance of breast cancer cells. CONCLUSIONS Our results suggest that AMSCs in the tumor microenvironment may affect the outcome of radiotherapy for breast cancer in vitro.
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Affiliation(s)
- Hui-Ying Yang
- Department of Anatomy, Nanfang Hospital, Southern Medical University, Guangzhou, China E-mail : ;
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Durzyńska J. IGF axis and other factors in HPV-related and HPV-unrelated carcinogenesis (review). Oncol Rep 2014; 32:2295-306. [PMID: 25333772 PMCID: PMC4240475 DOI: 10.3892/or.2014.3505] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Accepted: 08/26/2014] [Indexed: 12/20/2022] Open
Abstract
The insulin-like growth factor (IGF) axis promotes the growth of cells, tissues and organs. IGF-1 is mainly produced in the liver but is also secreted from local tissues. In the circulation, IGF-1 is bound to insulin-like binding proteins (IGFBPs), and when released it activates the insulin-like growth factor receptor (IGF-1R). The signal is further transmitted by intracellular signaling pathways leading to gene expression that regulates, among others, cell proliferation and survival. This review presents the IGF axis in the context of cell transformation and cancer development. Aspects involving IGF-1 deficiency and protection from cancer are also briefly described. Furthermore, human papillomaviruses (HPVs) interplaying with IGF axis components in cervical cancer development are described. These small dsDNA viruses are divided into low-risk and high-risk HPVs with regard to the potency of their oncogenic actions; they mainly infect epithelial or mucosal cells. Special attention is drawn to expression of two major HPV oncogenes (E6 and E7) initiating and maintaining cervical carcinogenesis, which is a multistep and multifactorial process; therefore, involvement of additional factors such as mitochondrial DNA changes, sex hormones, retinoic and folic acids are also discussed. Finally, IGF axis components and HPV oncogenes as targets in anticancer treatment are presented which include IGF-1R downregulation, RNA interference and anti-HPV therapeutic vaccines. The review concludes that despite an enormous advancement in research on IGF and HPV-related cancers, more molecular studies and clinical trials are needed before commercialized therapies are widely available for oncology patients.
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Affiliation(s)
- Julia Durzyńska
- Department of Molecular Virology, Institute of Experimental Biology, Faculty of Biology, Adam Mickiewicz University, 60-614 Poznań, Poland
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