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Baizig NM, Wided BA, Amine OE, Gritli S, ElMay M. The Clinical Significance of IGF-1R and Relationship with Epstein-Barr Virus Markers: LMP1 and EBERs in Tunisian Patients with Nasopharyngeal Carcinoma. Ann Otol Rhinol Laryngol 2020; 129:1011-1019. [PMID: 32468823 DOI: 10.1177/0003489420929362] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES Tunisia is in the endemic area of nasopharyngeal carcinoma. Epstein-Barr virus (EBV) based assays have been commonly used as standard markers for screening and monitoring the disease. So, it is very important to find novel factors for the early diagnostic and prognostic evaluation of this cancer. The aim of the study was to evaluate the expression of IGF-1R (Insulin Growth Factor Receptor 1), LMP 1 (Latent Membrane Protein 1) and EBERs (EBV encoded RNAs) in order to determine their correlation with clinicopathologic parameters and survival rates in patients with nasopharyngeal carcinoma (NPC). We also looked for the relationship between these biomarkers. METHODS IGF-1R and LMP1 expression was performed by means of immunohistochemical method and EBERs were detected using in situ hybridization of paraffin embedded tumor tissues of 94 patients with nasopharyngeal carcinoma and 45 non-cancerous nasopharyngeal mucosa samples. RESULTS Our findings demonstrated that IGF-1R was over expressed in 47.87% of NPC patients and only in 2.22% of controls. Positive LMP1 expression was detected in 56.38% of NPC patients and all NPC patients were positive for the EBV-encoded RNAs staining. A statistically significant positive correlation was observed between IGF-1R expression and the tumor size (P < .001). Kaplan-Meier survival curves showed that NPC patients with a strong IGF-1R expression level have shorter median and 5-year Overall Survival than those with weak expression rates (100.15 vs 102.68 months, P = .08). In addition, median and 5-year Disease-Free Survival was significantly lower in the LMP1 positive NPC patients than in the LMP1 negative ones (53.38 vs 93.37 months, P = .03). Moreover, LMP1 expression correlated strongly with IGF-1R expression (P = .018). The relationship between these two biomarkers could influence patient survival. CONCLUSION IGF1-R and LMP1 could be valuable prognostic markers in Tunisian NPC patients.
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Affiliation(s)
- Nehla Mokni Baizig
- Immuno-Histo-Cytology Laboratory, Salah Azaiz Cancer Institute, Tunis, Tunisia
| | - Ben Ayoub Wided
- Department of statistics and medical informatics, Salah Azaiz Cancer Institute, Tunis, Tunisia
| | - Olfa El Amine
- Immuno-Histo-Cytology Laboratory, Salah Azaiz Cancer Institute, Tunis, Tunisia
| | - Said Gritli
- ENT Department, Salah Azaiz Cancer Institute, Tunis, Tunisia
| | - Michele ElMay
- Research Unit 17/ ES/13, Faculty of Medicine, Tunis, University of Tunis El Manar, Tunisia
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Development of a Prediction Model for Colorectal Cancer among Patients with Type 2 Diabetes Mellitus Using a Deep Neural Network. J Clin Med 2018; 7:jcm7090277. [PMID: 30213141 PMCID: PMC6162847 DOI: 10.3390/jcm7090277] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 09/08/2018] [Accepted: 09/10/2018] [Indexed: 12/25/2022] Open
Abstract
Objectives: Observational studies suggested that patients with type 2 diabetes mellitus (T2DM) presented a higher risk of developing colorectal cancer (CRC). The current study aims to create a deep neural network (DNN) to predict the onset of CRC for patients with T2DM. Methods: We employed the national health insurance database of Taiwan to create predictive models for detecting an increased risk of subsequent CRC development in T2DM patients in Taiwan. We identified a total of 1,349,640 patients between 2000 and 2012 with newly diagnosed T2DM. All the available possible risk factors for CRC were also included in the analyses. The data were split into training and test sets with 97.5% of the patients in the training set and 2.5% of the patients in the test set. The deep neural network (DNN) model was optimized using Adam with Nesterov’s accelerated gradient descent. The recall, precision, F1 values, and the area under the receiver operating characteristic (ROC) curve were used to evaluate predictor performance. Results: The F1, precision, and recall values of the DNN model across all data were 0.931, 0.982, and 0.889, respectively. The area under the ROC curve of the DNN model across all data was 0.738, compared to the ideal value of 1. The metrics indicate that the DNN model appropriately predicted CRC. In contrast, a single variable predictor using adapted the Diabetes Complication Severity Index showed poorer performance compared to the DNN model. Conclusions: Our results indicated that the DNN model is an appropriate tool to predict CRC risk in patients with T2DM in Taiwan.
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Han L, Zhang GF, Cheng YH, Zhao QC. Correlations of insulin-like growth factor I and insulin-like growth factor I receptor with the clinicopathological features and prognosis of patients with colon cancer. Jpn J Clin Oncol 2016; 46:1127-1134. [PMID: 27737962 DOI: 10.1093/jjco/hyw137] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 08/26/2016] [Accepted: 08/31/2016] [Indexed: 01/14/2023] Open
Affiliation(s)
- Lu Han
- Economics Division, School of Social and International Studies, University of Bradford, Bradford, UK
| | - Guo-Feng Zhang
- Department of General Surgery, Tongji Hospital, Tongji University School of Medicine, Shanghai
| | - Yue-Hu Cheng
- Department of Oncology, Tongji Hospital, Tongji University School of Medicine, Shanghai, PR China
| | - Qi-Cheng Zhao
- Department of Oncology, Tongji Hospital, Tongji University School of Medicine, Shanghai, PR China
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Jang HJ, Hong EM, Park SW, Byun HW, Koh DH, Choi MH, Kae SH, Lee J. Statin induces apoptosis of human colon cancer cells and downregulation of insulin-like growth factor 1 receptor via proapoptotic ERK activation. Oncol Lett 2016; 12:250-256. [PMID: 27347133 DOI: 10.3892/ol.2016.4569] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Accepted: 04/08/2016] [Indexed: 12/20/2022] Open
Abstract
Insulin-like growth factor 1 (IGF-1) and IGF-1 receptor (IGF-1R) signaling plays an important role in tumor progression in patients with certain gastrointestinal tract cancers. In addition to lowering cholesterol in serum, statins have pleiotropic effects, including anti-oxidative, anti-inflammatory or anti-neoplastic effects. Therefore, the present study investigated whether statins could induce the apoptosis of colon cancer cells and regulate the expression of IGF-1R and its associated signaling pathways in the present study. It was demonstrated that simvastatin and pravastatin suppressed cell proliferation and induced cell death in human HT-29 cells, but simvastatin was more potent than pravastatin. Simvastatin induced apoptosis in a concentration-dependent manner. In addition, simvastatin suppressed the expression of IGF-1R and inhibited the activity of phosphorylated-extracellular signal-regulated kinase (ERK)1/2 and phosphorylated-Akt activated by IGF-1. Simvastatin and IGF-1 each stimulated the activity of phosphorylated ERK1/2. However, simvastatin inhibited cell proliferation and IGF-1 stimulated cell proliferation. Mevalonic acid and PD98059 reversed the ERK activation and apoptosis induced by treatment with simvastatin. It was concluded that simvastatin induces the apoptosis of human colon cancer cells and inhibits IGF-1-induced ERK and Akt expression via the downregulation of IGF-1R expression and proapoptotic ERK activation. Simvastatin may be beneficial for the treatment of colon cancer. The present study suggested that statin may possess therapeutic potential for the treatment of colon cancer.
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Affiliation(s)
- Hyun Joo Jang
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Eun Mi Hong
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Se Woo Park
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Hyun Woo Byun
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Dong Hee Koh
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Min Ho Choi
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Sea Hyub Kae
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
| | - Jin Lee
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University School of Medicine, Hwasung, Gyeonggi 445-170, Republic of Korea
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Synthesis of a stabilized 177Lu–siRNA complex and evaluation of its stability and RNAi activity. Nucl Med Commun 2015; 36:636-45. [DOI: 10.1097/mnm.0000000000000292] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Wang J, Yu S, Cui L, Wang W, Li J, Wang K, Lao X. Role of SMC1A overexpression as a predictor of poor prognosis in late stage colorectal cancer. BMC Cancer 2015; 15:90. [PMID: 25884313 PMCID: PMC4352287 DOI: 10.1186/s12885-015-1085-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Accepted: 02/12/2015] [Indexed: 12/18/2022] Open
Abstract
Background Structural maintenance of chromosomes 1A (SMC1A) is a member of the cohesion family of proteins that plays crucial roles in cell cycle control. Recent studies have concluded that SMC1A is involved in the pathogenesis of cancer. This study aims to evaluate the functional role of SMC1A in colorectal cancer (CRC) both in vitro and in vivo, and the underlying molecular mechanisms. Methods We firstly investigated the expression levels of SMC1A in 427 CRC specimens. Antigen expression was determined by immunohistochemical analysis of SMC1A on tissue microarrays. Stable SMC1A knockdown CRC cell lines were employed. The effects of SMC1A depletion on cell growth in vitro were examined by MTT, colony formation and flow cytometry assays. Tumor forming was evaluated by nude mice model in vivo. To detect the activation of intracellular signaling, pathscan intracellular signaling array and western blotting were performed. Results The expression of SMC1A was much stronger in CRC tumor tissues than in adenomas and normal colorectal tissues. High SMC1A expression, indicated as an independent poor prognostic predictor for patients with stage III and stage IV CRC, was correlated with overall survival (OS) (p = 0.008). Functional analysis indicated that SMC1A knockdown by small interfering RNA (siRNA) mediated the significant inhibition of cell proliferation; induced cell cycle arrest and apoptosis via the suppression of CDK4, PCNA and PARP; and blocked the activation of the Erk1/2 and Akt cascades in CRC cells. In addition, SMC1A depletion significantly decreased the growth of subcutaneously inoculated tumors in nude mice. Conclusions These results suggest that SMC1A plays an essential role in the development of CRC and may be a predictive factor in patients with CRC. The inhibition of SMC1A may serve as a promising therapeutic strategy for human CRC.
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Affiliation(s)
- Jianwei Wang
- Department of Surgical Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
| | - Shaojun Yu
- Department of Surgical Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
| | - Liming Cui
- Holly Lab Shanghai, Shanghai, 200233, China.
| | - Wenhui Wang
- Holly Lab Shanghai, Shanghai, 200233, China.
| | - Jun Li
- Department of Surgical Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
| | - Ke Wang
- Department of Surgical Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
| | - Xinyuan Lao
- Holly Lab Shanghai, Shanghai, 200233, China.
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Zhu W, Li W, Yang G, Fu C, Jiang G, Hu Q. Vitronectin silencing inhibits hepatocellular carcinoma in vitro and in vivo. Future Oncol 2014; 11:251-8. [PMID: 25179307 DOI: 10.2217/fon.14.202] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To explore if inhibition of vitronectin can be used for the treatment of hepatocellular carcinoma. MATERIALS & METHODS RNAi technology was used to silence the expression of VTN in HepG2 and SMMC 7721 cells. Change of growth characteristics in these cells was evaluated. RESULTS VTN silencing does not affect growth characteristics of cancer cells in monolayer cell culture, but could suppress the colonized growth of cells in soft agar. VTN-siRNA suppresses colony formation more than 80% compared with that of control in SMMC7721cells and leads to the inhibition of colony formation of over 70% in HepG2 cells. In addition, VTN silencing decreases the size of tumor xenografts in nude mice, particularly in male mice, with an inhibition rate of 46.6%. CONCLUSION VTN plays a significant role in the malignant growth of tumor. Inhibition of VTN could potentially be applied for the treatment of hepatocellular carcinoma.
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Affiliation(s)
- Wei Zhu
- Department of Toxicology, Guangzhou Center for Disease Control & Prevention, Guangzhou, Guangdong 510080, PR China
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Abstract
Three small double strand siRNAs (506-MMP1, 859-MMP1 and 891-MMP1), each contains 25-26 nucleotides, with high specific to human MMP1 were designed according to mRNA sequence of human MMP1 (NCBI, NM_002421). To monitor the MMP1 gene expression, the total RNAs of human skin fibroblast (Detroit 551, BCRC 60118) were extracted. One human matrix metalloproteinase 1 (MMP1) partial sequence cDNA, included all the three siRNA target sequences, amplified specifically via RT-PCR and PCR reactions, and three synthesized siRNA target DNAs were cloned individually into pAcGFP1-N3 with green fluorescent protein (GFP). These reporter plasmids were then transfected individually into malignant melanoma (MeWo, BCRC 60540) and the GFP was detected after 48 h. Fluorescence results indicated that the 859 siRNA revealed highest inhibitory ability (almost 90%), and was, accordingly, transfected into MeWo cells. According to the real-time quantitative PCR and western blot, the exhibition ability to silence MMP1 gene expression was 85-89%.
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Insulin-Like Growth Factors (IGF), IGF-Binding Proteins (IGFBP), and Vascular Endothelial Growth Factor (VEGF) in Blood Serum of Patients with Colorectal Cancer. Bull Exp Biol Med 2014; 156:684-8. [DOI: 10.1007/s10517-014-2425-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Indexed: 10/25/2022]
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Demonstration of dose dependent cytotoxic activity in SW480 colon cancer cells by ¹⁷⁷Lu-labeled siRNA targeting IGF-1R. Nucl Med Biol 2013; 40:529-36. [PMID: 23618769 DOI: 10.1016/j.nucmedbio.2012.05.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Revised: 04/28/2012] [Accepted: 05/03/2012] [Indexed: 11/24/2022]
Abstract
PURPOSE The radiolabeling of targeting biomolecules with gamma emitter radionuclides for tracing and beta emitters for therapy involves the conjugation of such biomolecules to the chelating agents to form complexes with the radionuclide of interest. In this study, radioconjugate of IGF-1R siRNA with lutetium-177 ((177)Lu) was produced, and the anti-proliferation and apoptosis effects elicited by this (177)Lu-siRNA complex in the SW480 colon cancer cells were evaluated. METHODS IGF-1R and Luciferase siRNAs were conjugated with p-SCN-Bn-DTPA, and then radiolabeled with (177)Lu. The effects of labeled and non-labeled IGF-1R siRNAs on IGF-1R expression were assessed with RT-PCR analysis and ELISA assay. IGF-1R siRNAs induced cell death and apoptosis were investigated using MTT assay and Annexin-V/propidium iodide (PI) double staining, respectively. RESULTS Combined purification using Vivaspin and PD-10 columns resulted in a radiochemical purity of 97.32% ± 1.97%. Knockdown effect of the labeled IGF-1R siRNA was not significantly different from the non-labeled duplex of the same sequence (P<0.05), but it was significant compared to the Luciferase siRNAs (P<0.001). Proliferation decreased significantly, but apoptosis increased in the cells treated with the (177)Lu-IGF-1R siRNA in comparison with either (177)Lu or IGF-1R siRNA (P<0.001). CONCLUSION Radioconjugate of IGF-1R siRNA, p-SCN-Bn-DTPA and (177)Lu was successfully produced and characterized as radiopharmaceutical. The present study demonstrates the involvement of (177)Lu-labeled IGF-1R siRNA in the inhibition of cell growth and induction of apoptosis in colon cancer cells.
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Nourazarian AR, Najar AG, Farajnia S, Khosroushahi AY, Pashaei-Asl R, Omidi Y. Combined EGFR and c-Src antisense oligodeoxynucleotides encapsulated with PAMAM Denderimers inhibit HT-29 colon cancer cell proliferation. Asian Pac J Cancer Prev 2013; 13:4751-6. [PMID: 23167414 DOI: 10.7314/apjcp.2012.13.9.4751] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Colon cancer continues to be one of the most common cancers, and the importance and necessity of new therapies needs to be stressed. The most important proto-oncogen factors for colon cancer appear to be epidermal growth factor receptor, EGFR, and c-Src with high expression and activity leading to tumor growth and ultimately to colon cancer progression. Application of c-Src and EGFR antisense agents simultaneously should theoretically therefore have major benefit. In the present study, anti-EGFR and c-Src specific antisense oligodeoxynucleotides were combined in a formulation using PAMAM dendrimers as a carrier. Nano drug entry into cells was confirmed by flow cytometry and fluorescence microscopy imaging and real time PCR showed gene expression of c-Src and EGFR, as well as downstream STAT5 and MAPK-1 with the tumor suppressor gene P53 to all be downregulated. EGFR and c-Src protein expression was also reduced when assessed by western blotting techniques. The effect of the antisense oligonucleotide on HT29 cell proliferation was determined by MTT assay, reduction beijng observed after 48 hours. In summary, nano-drug, anti-EGFR and c-Src specific antisense oligodeoxynucleotides were effectively transferred into HT-29 cells and inhibited gene expression in target cells. Based on the results of this study it appears that the use of antisense EGFR and c-Src simultaneously might have a significant effect on colon cancer growth by down regulation of EGFR and its downstream genes.
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Affiliation(s)
- Ali Reza Nourazarian
- Department of Biochemistry, Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Tabriz, Iran
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Nourazarian AR, Pashaei-Asl R, Omidi Y, Najar AG. c-Src antisense complexed with PAMAM denderimes decreases of c-Src expression and EGFR-dependent downstream genes in the human HT-29 colon cancer cell line. Asian Pac J Cancer Prev 2013; 13:2235-40. [PMID: 22901200 DOI: 10.7314/apjcp.2012.13.5.2235] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
c-Src is one member of non-receptor tyrosine kinase protein family that has over expression and activation in many human cancer cells. It has been shown that c-Src is implicated in various downstream signaling pathways associated with EGFR-dependent signaling such as MAPK and STAT5 pathways. Transactivation of EGFR by c-Src is more effective than EGFR ligands. To inhibit the c-Src expression, we used c-Src antisense oligonucleotide complexed with PAMAM Denderimes. The effect of c-Src antisense oligonucleotide on HT29 cell proliferation was determined by MTT assay. Then, the expression of c-Src, EGFR and the genes related to EGFR-depended signaling with P53 was applied by real time PCR. We used western blot analysis to elucidate the effect of antisense on the level of c-Src protein expression. The results showed, c-Src antisense complexed with PAMAM denderimers has an effective role in decrease of c-Src expression and EGFR-dependent downstream genes.
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Affiliation(s)
- Ali Reza Nourazarian
- Department of Biochemistry, Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
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Down-regulation of IGF-1R expression inhibits growth and enhances chemosensitivity of endometrial carcinoma in vitro. Mol Cell Biochem 2011; 353:225-33. [DOI: 10.1007/s11010-011-0790-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2011] [Accepted: 03/17/2011] [Indexed: 01/17/2023]
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Shu S, Li X, Yang Y, Zhang Y, Li T, Liang C, Wan J. Inhibitory effect of siRNA targeting IGF-1R on endometrial carcinoma. Int Immunopharmacol 2011; 11:244-9. [DOI: 10.1016/j.intimp.2010.11.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2010] [Revised: 11/21/2010] [Accepted: 11/23/2010] [Indexed: 11/28/2022]
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