1
|
Hu F, Zhao L, Wang Y, Ye H, Tang H, Zhou J. Integrated bioinformatics analysis shows integrin alpha 3 is a prognostic biomarker for pancreatic cancer. Open Med (Wars) 2022; 17:1935-1943. [PMID: 36561844 PMCID: PMC9743194 DOI: 10.1515/med-2022-0606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 09/23/2022] [Accepted: 10/24/2022] [Indexed: 12/13/2022] Open
Abstract
Integrin subunit alpha 3 (ITGA3) expression correlates with the development and prognosis of human cancers. This study aimed to investigate the association of ITGA3 expression with pancreatic cancer (PCa) prognosis. The ITGA3 gene expression data were extracted from The Cancer Genome Atlas (TCGA) pancreatic adenocarcinoma (PAAD) cohort and 14 Gene Expression Omnibus microarray datasets. The differences in ITGA3 expression levels between tumor and non-tumor tissues were compared using the Mann-Whitney U test. Cox regression analysis and meta-analysis were performed to detect the association of ITGA3 expression with PCa prognosis. ITGA3 expression was higher in tumors than in controls. Tumors with advanced grades (3/4) had higher ITGA3 levels compared with early-grade tumors (1/2). The meta-analysis of the TCGA PAAD cohort and seven microarray datasets (GSE28735, GSE62452, GSE79668, GSE71729, GSE57495, GSE78229, and GSE21501) showed that ITGA3 was a prognostic biomarker in PCa (hazard ratio (HR) = 1.38, 95% confidence interval (CI) 1.26-1.51, p < 0.00001). Five ITGA3-related genes, including ITGB1 (HR = 1.6), ITGB5 (HR = 1.6), ITGB6 (HR = 1.6), LAMA3 (HR = 2.1), and CD9 (HR = 2.3), correlated with PCa prognosis significantly (p < 0.05). Functional enrichment analysis showed that ITGA3 was related to "hsa04151: PI3K-Akt signaling pathway" and "hsa04510: Focal adhesion." We concluded that high ITGA3 expression was a potential prognostic biomarker in PCa.
Collapse
Affiliation(s)
- Fangfang Hu
- Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, China
| | - Liangtao Zhao
- Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, China
| | - Yang Wang
- Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, China
| | - Hao Ye
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Haodong Tang
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Jiahua Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital Affiliated to Southeast University, No. 87 Dingjiaqiao, Gulou District, Nanjing, 210009, China
| |
Collapse
|
2
|
Jiang Z, Shi Y, Zhao W, Zhou L, Zhang B, Xie Y, Zhang Y, Tan G, Wang Z. Association between chronic periodontitis and the risk of Alzheimer's disease: combination of text mining and GEO dataset. BMC Oral Health 2021; 21:466. [PMID: 34556089 PMCID: PMC8461934 DOI: 10.1186/s12903-021-01827-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/13/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Although chronic periodontitis has previously been reported to be linked with Alzheimer's disease (AD), the pathogenesis between the two is unclear. The purpose of this study is to analyze and screen the relevant and promising molecular markers between chronic periodontitis and Alzheimer's disease (AD). METHODS In this paper, we analyzed three AD expression datasets and extracted differentially expressed genes (DEGs), then intersected them with chronic periodontitis genes obtained from text mining, and finally obtained integrated DEGs. We followed that by enriching the matching the matching cell signal cascade through DAVID analysis. Moreover, the MCODE of Cytoscape software was employed to uncover the protein-protein interaction (PPI) network and the matching hub gene. Finally, we verified our data using a different independent AD cohort. RESULTS The chronic periodontitis gene set acquired from text abstracting was intersected with the previously obtained three AD groups, and 12 common genes were obtained. Functional enrichment assessment uncovered 12 cross-genes, which were mainly linked to cell morphogenesis involved in neuron differentiation, leading edge membrane, and receptor ligand activity. After PPI network creation, the ten hub genes linked to AD were retrieved, consisting of SPP1, THY1, CD44, ITGB1, HSPB3, CREB1, SST, UCHL1, CCL5 and BMP7. Finally, the function terms in the new independent dataset were used to verify the previous dataset, and we found 22 GO terms and one pathway, "ECM-receptor interaction pathways", in the overlapping functional terms. CONCLUSIONS The establishment of the above-mentioned candidate key genes, as well as the enriched signaling cascades, provides promising molecular markers for chronic periodontitis-related AD, which may help the diagnosis and treatment of AD patients in the future.
Collapse
Affiliation(s)
- Zhengye Jiang
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Yanxi Shi
- Department of Cardiology, Jiaxing Second Hospital, Jiaxing, China
| | - Wenpeng Zhao
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Liwei Zhou
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Bingchang Zhang
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Yuanyuan Xie
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Yaya Zhang
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Guowei Tan
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China
| | - Zhanxiang Wang
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
- The Department of Neuroscience, Institute of Neurosurgery, School of Medicine, Xiamen University, Xiamen, China.
| |
Collapse
|
3
|
He Y, Wang G, Wang Q, Zhao Z, Gan L, Yang S, Wang Y, Guo S, An J, Zhang J, Zhang Z, Zhou F. Genetic variants in NPAS2 gene and clinical outcomes of resectable non-small-cell lung cancer. Future Oncol 2021; 17:795-805. [PMID: 33541123 DOI: 10.2217/fon-2020-0211] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background: A series of studies have demonstrated that NPAS2 plays a critical role in the development and progression of several cancers. However, the association between genetic variants in the NPAS2 gene and the clinical outcome of patients with non-small-cell lung cancer (NSCLC) has not been investigated. Methods: Six functional SNPs in NPAS2 were selected and genotyped using the Sequenom iPLEX genotyping system in a cohort of 484 Chinese NSCLC patients undergoing surgery. Multivariate Cox proportional hazards model were used for the prognosis analysis. Results: We found that SNP rs2305158 exhibited a significant association with overall survival of NSCLC patients in the dominant model (hazard ratio [HR]: 0.68; 95% CI: 0.49-0.95; p = 0.02). Lymph node metastasis was significantly associated with increased death risk (HR: 1.73; 95% CI: 1.24-2.40; p = 0.001) in patients with the homozygous wildtype (WW) genotype of rs2305158. However, no significant association was observed between them in patients carrying a heterozygous variant (WV) or homozygous variant (VV) genotype of rs2305158. Finally, in the joint and interaction analysis, the patients carrying homozygous wildtype (WW) genotype and lymph node metastasis from N1 to N3 conferred a significant increased effect on death (HR: 2.29; 95% CI: 1.40-3.76; p = 0.001). Conclusions: Our results suggest that NPAS2 polymorphisms may serve as an independent prognostic marker for NSCLC patients.
Collapse
Affiliation(s)
- Yiwei He
- Sun Yat-sen University Medical College, Guangzhou, 510000, China
| | - Gang Wang
- Department of General Surgery, The 74th Group Army Hospital, Guangzhou, 510318, China
| | - Qian Wang
- Department of Anorectal Surgery, First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, China
| | - Zheng Zhao
- Department of Oncology, Shaanxi Provincial Cancer Hospital, Xi'an, 710032, China
| | - Lu Gan
- Department of orthopedics, Air Force Medical Center, Beijing, 100000, China
| | - Shirong Yang
- Department of Physiology & Pathophysiology, The Fourth Military Medical University, Xi'an, 710032, China
| | - Yongxing Wang
- Department of Physiology & Pathophysiology, The Fourth Military Medical University, Xi'an, 710032, China
| | - Shanshan Guo
- Department of Physiology & Pathophysiology, The Fourth Military Medical University, Xi'an, 710032, China
| | - Jiaze An
- Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, 710032, China
| | - Jian Zhang
- Department of General Surgery, Huaihai Hospital, Xuzhou Medical University, Xuzhou, Jiangsu, 210000, China
| | - Zhaohui Zhang
- Department of General Surgery, Huaihai Hospital, Xuzhou Medical University, Xuzhou, Jiangsu, 210000, China
| | - Feng Zhou
- Department of Physiology & Pathophysiology, The Fourth Military Medical University, Xi'an, 710032, China.,Department of General Surgery, Huaihai Hospital, Xuzhou Medical University, Xuzhou, Jiangsu, 210000, China
| |
Collapse
|
4
|
Li Y, Sun C, Tan Y, Zhang H, Li Y, Zou H. ITGB1 enhances the Radioresistance of human Non-small Cell Lung Cancer Cells by modulating the DNA damage response and YAP1-induced Epithelial-mesenchymal Transition. Int J Biol Sci 2021; 17:635-650. [PMID: 33613118 PMCID: PMC7893583 DOI: 10.7150/ijbs.52319] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 12/27/2020] [Indexed: 12/13/2022] Open
Abstract
Objectives: Radiotherapy has played a limited role in the treatment of non-small cell lung cancer (NSCLC) due to the risk of tumour radioresistance. We previously established the radioresistant non-small cell lung cancer (NSCLC) cell line H460R. In this study, we identified differentially expressed genes between these radioresistant H460R cells and their radiosensitive parent line. We further evaluated the role of a differentially expressed gene, ITGB1, in NSCLC cell radioresistance and as a potential target for improving radiosensitivity. Materials and Methods: The radiosensitivity of NSCLC cells was evaluated by flow cytometry, colony formation assays, immunofluorescence, and Western blotting. Bioinformatics assay was used to identify the effect of ITGB1 and YAP1 expression in NSCLC tissues. Results: ITGB1 mRNA and protein expression levels were higher in H460R than in the parental H460 cells. We observed lower clonogenic survival and cell viability and a higher rate of apoptosis of ITGB1-knockdown A549 and H460R cells than of wild type cells post-irradiation. Transfection with an ITGB1 short hairpin (sh) RNA enhanced radiation-induced DNA damage and G2/M phase arrest. Moreover, ITGB1 induced epithelial-mesenchymal transition (EMT) of NSCLC cells. Silencing ITGB1 suppressed the expression and intracellular translocation of Yes-associated protein 1 (YAP1), a downstream effector of ITGB1. Conclusions: ITGB1 may induce radioresistance via affecting DNA repair and YAP1-induced EMT. Taken together, our data suggest that ITGB1 is an attractive therapeutic target to overcome NSCLC cell radioresistance.
Collapse
Affiliation(s)
- Yuexian Li
- Department of Oncology, Shengjing Hospital affiliated with China Medical University, Shenyang 110004, China
| | - Cheng Sun
- Department of Oncology, Shengjing Hospital affiliated with China Medical University, Shenyang 110004, China
| | - Yonggang Tan
- Department of Oncology, Shengjing Hospital affiliated with China Medical University, Shenyang 110004, China
| | - Heying Zhang
- Department of Oncology, Shengjing Hospital affiliated with China Medical University, Shenyang 110004, China
| | - Yuchao Li
- School and Hospital of Stomatology, China Medical University, Liaoning Provincial Key Laboratory of Oral Diseases
| | - Huawei Zou
- Department of Oncology, Shengjing Hospital affiliated with China Medical University, Shenyang 110004, China
| |
Collapse
|
5
|
Li J, Zhang J, Hu H, Cai Y, Ling J, Wu Z, Deng Y. Gene Expression Signature to Predict Prognosis and Adjuvant Chemosensitivity of Colorectal Cancer Patients. Cancer Manag Res 2020; 12:3301-3310. [PMID: 32494194 PMCID: PMC7227814 DOI: 10.2147/cmar.s243490] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2019] [Accepted: 04/16/2020] [Indexed: 12/22/2022] Open
Abstract
Purpose Molecular characteristics using gene-expression profiling can undoubtedly improve the prediction of treatment responses, and ultimately, the clinical outcome of cancer patients. We aimed at developing a genetic signature to improve the prediction of chemosensitivity and prognosis of patients with colorectal cancer (CRC). Patients and Methods We analyzed microarray data of 32 CRC patients to explore the potential functions and pathways involved in the disease relapse in CRC. Gene expression profiles and clinical follow-up information of GSE39582, GSE17536, and GSE103479 were downloaded from the Gene Expression Omnibus database (GEO) to identify prognostic genes. Eventually, a model of 15-mRNA signature was established, in which its efficacy for predicting chemosensitivity and prognosis was examined. Results Based on the proposed model of 15-mRNA signature, the test series patients could be classified into high-risk or low-risk subgroup with significantly different overall survival (OS) rate (hazard ratio [HR]=1.48, 95% confidence interval [CI]=1.30–1.70, P≤0.001). The prognostic value of this 15-mRNA signature was confirmed in another validation series. Further analysis revealed that the prognostic value of this signature was independent of the TNM stage and can predict adjuvant chemosensitivity of patients with early-stage CRC. Conclusion We identified a novel 15-mRNA signature in patients with CRC, which could be clinically helpful in the prognosis evaluation and the process of selection of patients with early-stage CRC for undergoing adjuvant chemotherapy.
Collapse
Affiliation(s)
- Jianxia Li
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Jianwei Zhang
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Huabin Hu
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Yue Cai
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Jiayu Ling
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Zehua Wu
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| | - Yanhong Deng
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, Guangdong 510655, People's Republic of China
| |
Collapse
|
6
|
Qian Y, Sun H, Xiao H, Ma M, Xiao X, Qu Q. Microarray analysis of differentially expressed genes and their functions in omental visceral adipose tissues of pregnant women with vs. without gestational diabetes mellitus. Biomed Rep 2017; 6:503-512. [PMID: 28529732 PMCID: PMC5431681 DOI: 10.3892/br.2017.878] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 10/07/2016] [Indexed: 12/16/2022] Open
Abstract
Increasing evidence has shown that insulin resistance in omental visceral adipose tissue (OVAT) is a characteristic of gestational diabetes mellitus (GDM). The present study aimed to identify differentially expressed genes (DEGs) and their associated functions and pathways involved in the pathogenesis of GDM by comparing the expression profiles of OVATs obtained from pregnant Chinese women with and without GDM during caesarian section. A total of 935 DEGs were identified, including 450 downregulated and 485 upregulated genes. In the gene ontology category cellular components, the DEGs were predominantly associated with functions of the extracellular region, while receptor binding was predominant in the molecular function category and biological process terms included antigen processing and presentation, extracellular matrix organization, positive regulation of cell-substrate adhesion, response to nutrients and response to dietary excess. Functional enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment were performed and a functional interaction network was constructed. Functions of downregulated genes included antigen processing and presentation as well as cell adhesion molecules, while those of upregulated genes included transforming growth factor (TGF)-β-signaling, focal adhesion, phosphoinositide-3 kinase-Akt-signaling, P53 signaling, extracellular matrix-receptor interaction and regulation of actin cytoskeleton pathway. The five main pathways associated with GDM were antigen processing and presentation, cell adhesion molecules, Type 1 diabetes mellitus, natural killer cell-mediated cytotoxicity and TGF-β signaling. These pathways were included in the KEGG pathway categories of ‘signaling molecules and interaction’, ‘immune system’ and ‘inflammatory response’, suggesting that these processes are involved in GDM. The results of the present study enhanced the present understanding of the mechanisms associated with insulin resistance in OVATs of GDM.
Collapse
Affiliation(s)
- Yuan Qian
- Pre-natal Diagnosis Laboratory, Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Kunming Medical College, Kunming, Yunnan 650032, P.R. China
| | - Hao Sun
- Department of Human Genetics, Genetics Laboratory, The Institute of Medical Biology, Chinese Academy of Medical Science, Kunming, Yunnan 650032, P.R. China
| | - Hongli Xiao
- Pre-natal Diagnosis Laboratory, Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Kunming Medical College, Kunming, Yunnan 650032, P.R. China
| | - Meirun Ma
- Pre-natal Diagnosis Laboratory, Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Kunming Medical College, Kunming, Yunnan 650032, P.R. China
| | - Xue Xiao
- Pre-natal Diagnosis Laboratory, Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Kunming Medical College, Kunming, Yunnan 650032, P.R. China
| | - Qinzai Qu
- Pre-natal Diagnosis Laboratory, Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Kunming Medical College, Kunming, Yunnan 650032, P.R. China
| |
Collapse
|
7
|
Durso DF, Bacalini MG, do Valle ÍF, Pirazzini C, Bonafé M, Castellani G, Faria AMC, Franceschi C, Garagnani P, Nardini C. Aberrant methylation patterns in colorectal cancer: a meta-analysis. Oncotarget 2017; 8:12820-12830. [PMID: 28086223 PMCID: PMC5355058 DOI: 10.18632/oncotarget.14590] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 12/27/2016] [Indexed: 12/30/2022] Open
Abstract
Colorectal cancer is among the leading causes of cancer death worldwide. Despite numerous molecular characterizations of the phenomenon, the exact dynamics of its onset and progression remain elusive. Colorectal cancer onset has been characterized by changes in DNA methylation profiles, that, owing to the stability of their patterns, are promising candidates to shed light on the molecular events laying at the base of this phenomenon.To exploit this stability and reinforce it, we conducted a meta-analysis on publicly available DNA methylation datasets generated on: normal colorectal, adenoma (ADE) and adenocarcinoma (CRC) samples using the Illumina 450k array, in the systems medicine frame, searching for tumor gene episignatures, to produce a carefully selected list of potential drivers, markers and targets of the disease. The analysis proceeds from a differential meta-analysis of the methylation profiles using an analytical pipeline recently developed by our group [1], through network reconstruction, topological and functional analyses, to finally highlight relevant epigenomic features. Our results show that genes already highlighted for their genetic or transcriptional alteration in colorectal cancer are also differentially methylated, reinforcing -regardless of the level of cellular control- their role in the complex of alterations involved in tumorigenesis.These findings were finally validated in an independent cohort from The Cancer Genome Atlas (TCGA).
Collapse
Affiliation(s)
- Danielle Fernandes Durso
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
- National Counsel of Technological and Scientific Development (CNPq), ministry of science technology and innovation (MCTI), Brasilia, Brazil
| | | | - Ítalo Faria do Valle
- CAPES Foundation, Ministry of Education of Brazil–Brasília (DF), Brazil
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
| | | | - Massimiliano Bonafé
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Gastone Castellani
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
| | - Ana Maria Caetano Faria
- Biochemistry and Immunology Department, Biological Sciences Institute, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Claudio Franceschi
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
- IRCCS Institute of Neurological Sciences, Bologna, Italy
- Interdepartmental Center “L. Galvani”, University of Bologna, Bologna, Italy
| | - Paolo Garagnani
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
- Interdepartmental Center “L. Galvani”, University of Bologna, Bologna, Italy
- Applied Biomedical Research Center, S. Orsola-Malpighi Polyclinic, Bologna, Italy
| | | |
Collapse
|
8
|
Cai Z, Han S, Li Z, He L, Zhou J, Huang W, Xu Y. A genome-wide assessment of variations of primary colorectal cancer maintained in metastases. Gene 2016; 595:18-24. [DOI: 10.1016/j.gene.2016.09.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 08/26/2016] [Accepted: 09/14/2016] [Indexed: 12/22/2022]
|