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Leng X, Yang J, Liu T, Zhao C, Cao Z, Li C, Sun J, Zheng S. A bioinformatics framework to identify the biomarkers and potential drugs for the treatment of colorectal cancer. Front Genet 2022; 13:1017539. [PMID: 36238159 PMCID: PMC9551025 DOI: 10.3389/fgene.2022.1017539] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/08/2022] [Indexed: 11/13/2022] Open
Abstract
Colorectal cancer (CRC), a common malignant tumor, is one of the main causes of death in cancer patients in the world. Therefore, it is critical to understand the molecular mechanism of CRC and identify its diagnostic and prognostic biomarkers. The purpose of this study is to reveal the genes involved in the development of CRC and to predict drug candidates that may help treat CRC through bioinformatics analyses. Two independent CRC gene expression datasets including The Cancer Genome Atlas (TCGA) database and GSE104836 were used in this study. Differentially expressed genes (DEGs) were analyzed separately on the two datasets, and intersected for further analyses. 249 drug candidates for CRC were identified according to the intersected DEGs and the Crowd Extracted Expression of Differential Signatures (CREEDS) database. In addition, hub genes were analyzed using Cytoscape according to the DEGs, and survival analysis results showed that one of the hub genes, TIMP1 was related to the prognosis of CRC patients. Thus, we further focused on drugs that could reverse the expression level of TIMP1. Eight potential drugs with documentary evidence and two new drugs that could reverse the expression of TIMP1 were found among the 249 drugs. In conclusion, we successfully identified potential biomarkers for CRC and achieved drug repurposing using bioinformatics methods. Further exploration is needed to understand the molecular mechanisms of these identified genes and drugs/small molecules in the occurrence, development and treatment of CRC.
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Costa VMD, Cursino AE, Franco Luiz APM, Braz GF, Cavalcante PH, Souza CDA, Simplício KMDMG, Drumond BP, Lima MT, Teixeira BM, Kroon EG. Equine Infectious Anemia Virus (EIAV): Evidence of Circulation in Donkeys from the Brazilian Northeast Region. J Equine Vet Sci 2021; 108:103795. [PMID: 34800799 DOI: 10.1016/j.jevs.2021.103795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/06/2021] [Accepted: 10/11/2021] [Indexed: 10/20/2022]
Abstract
Equine infectious anemia (EIA) is listed by the World Organization for Animal Health (OIE) as one of the equine diseases that must be notified. No effective treatment or vaccine is available. EIA control is based on segregation and euthanasia of positive equids. The disease is caused by the equine infectious anemia virus (EIAV), a member of the genus Lentivirus of the Retroviridae family. Despite the importance of this disease in equids, EIA has been poorly studied in donkeys (Equus asinus). We evaluate the sanitary conditions related to EIAV in donkeys from a shelter of abandoned animals captured on the roads of the Ceará. A total of 124 donkeys were randomly selected, and three horses lived at the same shelter. The animals were clinically evaluated, and a group of the 20 animals was submitted to hematological tests. Three diagnostic tests for EIA were used, agar gel immunodiffusion (AGID), enzyme-linked immunosorbent assay (ELISA) using EIAV recombinant protein gp90 (rgp90) and recombinant protein p26 (rp26) ELISA, and polymerase chain reaction (PCR) for detection of the EIAV tat-gag gene. From the donkeys, only 1 animal was positive using AGID 0.81% (1/124), compared to 21.8% (27/124) in the rgp90 and 10.5% (13/124) in the rp26 ELISA. Proviral DNA was detected by PCR tat-gag in 8.8% (11/124), and phylogenetic analysis confirms that the EIAV sequences of donkeys from the Brazilian Northeast grouped with Pantanal Brazilian sequences. Thus, in light of the results, we conclude that donkeys are carriers of EIAV and could be sources of infection.
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Affiliation(s)
- Viviane Maria Dias Costa
- Laboratório de Vírus - Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (ICB/UFMG), Av. Antonio Carlos, Belo Horizonte, Minas Gerais, Brazil
| | - Andreia Elisa Cursino
- Laboratório de Vírus - Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (ICB/UFMG), Av. Antonio Carlos, Belo Horizonte, Minas Gerais, Brazil
| | - Ana Paula Moreira Franco Luiz
- Laboratório de Vírus - Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (ICB/UFMG), Av. Antonio Carlos, Belo Horizonte, Minas Gerais, Brazil
| | | | | | | | | | - Betania Paiva Drumond
- Laboratório de Vírus - Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (ICB/UFMG), Av. Antonio Carlos, Belo Horizonte, Minas Gerais, Brazil
| | - Mauricio Teixeira Lima
- Instituto de Pesquisa Clínica Carlos Borborema, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas
| | | | - Erna Geessien Kroon
- Laboratório de Vírus - Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (ICB/UFMG), Av. Antonio Carlos, Belo Horizonte, Minas Gerais, Brazil
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Cui Z, Li Y, He S, Wen F, Xu X, Lu L, Wu S. Key Candidate Genes - VSIG2 of Colon Cancer Identified by Weighted Gene Co-Expression Network Analysis. Cancer Manag Res 2021; 13:5739-5750. [PMID: 34290531 PMCID: PMC8289327 DOI: 10.2147/cmar.s316584] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/05/2021] [Indexed: 12/24/2022] Open
Abstract
Background Colon adenocarcinoma (COAD) is one of the most common malignancies. To identify candidate genes that may be involved in colon adenocarcinoma development and progression, weighted gene co-expression network analysis (WGCNA) was used to construct gene co-expression networks to explore associations between gene sets and clinical features and to identify candidate biomarkers. Moreover, we intend to make a preliminary exploration on it. Methods Gene expression profiles and clinical information were collected from The Cancer Genome Atlas COAD database for analysis. The gene expression profiles of GSE106582 and GSE110224 were screened from the Gene Expression Omnibus database for verification. WGCNA analysis, functional pathway enrichment analysis, and prognosis analysis were performed on three databases. Target genes were selected from the key genes for experimental verification and research. Results Key genes obtained by WGCNA analysis were mainly enriched in key functions and pathways such as drug metabolism, steroid hormones, and retinol metabolism. A total of four prognostic genes were screened out: SELENBP1, NAT2, VSIG2, and CES2. VSIG2 was selected as the target gene for experimental verification, and its encoded protein was found to be mainly expressed in immune cells. Its expression was positively correlated with immune infiltration. Conclusions VSIG2 was shown to be associated with immune invasion and antigen presentation in COAD, suggesting it plays an important role in COAD development and progression. It could be used as a potential biomarker or therapeutic target for COAD.
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Affiliation(s)
- Zhongze Cui
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Yangyang Li
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Shuang He
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Feifei Wen
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Xiaoyang Xu
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Lizhen Lu
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
| | - Shuhua Wu
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, Shandong Province, People's Republic of China
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Berthet N, Descorps-Declère S, Besombes C, Curaudeau M, Nkili Meyong AA, Selekon B, Labouba I, Gonofio EC, Ouilibona RS, Simo Tchetgna HD, Feher M, Fontanet A, Kazanji M, Manuguerra JC, Hassanin A, Gessain A, Nakoune E. Genomic history of human monkey pox infections in the Central African Republic between 2001 and 2018. Sci Rep 2021; 11:13085. [PMID: 34158533 PMCID: PMC8219716 DOI: 10.1038/s41598-021-92315-8] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/02/2021] [Indexed: 11/08/2022] Open
Abstract
Monkeypox is an emerging infectious disease, which has a clinical presentation similar to smallpox. In the two past decades, Central Africa has seen an increase in the frequency of cases, with many monkeypox virus (MPXV) isolates detected in the Democratic Republic of Congo (DRC) and the Central African Republic (CAR). To date, no complete MPXV viral genome has been published from the human cases identified in the CAR. The objective of this study was to sequence the full genome of 10 MPXV isolates collected during the CAR epidemics between 2001 and 2018 in order to determine their phylogenetic relationships among MPXV lineages previously described in Central Africa and West Africa. Our phylogenetic results indicate that the 10 CAR isolates belong to three lineages closely related to those found in DRC. The phylogenetic pattern shows that all of them emerged in the rainforest block of the Congo Basin. Since most human index cases in CAR occurred at the northern edge of western and eastern rainforests, transmissions from wild animals living in the rainforest is the most probable hypothesis. In addition, molecular dating estimates suggest that periods of intense political instability resulting in population movements within the country often associated also with increased poverty may have led to more frequent contact with host wild animals. The CAR socio-economic situation, armed conflicts and ecological disturbances will likely incite populations to interact more and more with wild animals and thus increase the risk of zoonotic spillover.
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Affiliation(s)
- Nicolas Berthet
- The Center for Microbes, Development and Health, CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai-Chinese Academy of Sciences, Discovery and Molecular Characterization of Pathogens, No. 320 Yueyang Road, XuHui District, Shanghai, 200031, China.
- Institut Pasteur, Unité Environnement et Risque Infectieux, Cellule d'Intervention Biologique d'Urgence, Paris, France.
- Centre International de Recherches Médicales de Franceville (CIRMF), Franceville, Gabon.
| | - Stéphane Descorps-Declère
- Institut Pasteur, Centre of Bioinformatics, Biostatistics and Integrative Biology (C3BI), Paris, France
| | - Camille Besombes
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Manon Curaudeau
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Sorbonne Université, MNHN, CNRS, EPHE, UA, Paris, France
| | | | | | - Ingrid Labouba
- Centre International de Recherches Médicales de Franceville (CIRMF), Franceville, Gabon
| | | | | | | | - Maxence Feher
- Institut Pasteur, Unité Environnement et Risque Infectieux, Cellule d'Intervention Biologique d'Urgence, Paris, France
| | - Arnaud Fontanet
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
- Unité Pasteur-CNAM Risques Infectieux et Emergents (PACRI), Conservatoire National des Arts et Métiers, Paris, France
| | - Mirdad Kazanji
- Institut Pasteur de Bangui, Bangui, Central African Republic
| | - Jean-Claude Manuguerra
- Institut Pasteur, Unité Environnement et Risque Infectieux, Cellule d'Intervention Biologique d'Urgence, Paris, France
| | | | - Antoine Gessain
- Institut Pasteur, Unité d'Epidémiologie et Physiopathologie des Virus Oncogènes, Département de Virologie, Paris, France
- Centre National de Recherche Scientifique (CNRS) UMR3569, Paris, France
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Patil AR, Leung MY, Roy S. Identification of Hub Genes in Different Stages of Colorectal Cancer through an Integrated Bioinformatics Approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5564. [PMID: 34070979 PMCID: PMC8197092 DOI: 10.3390/ijerph18115564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022]
Abstract
Colorectal cancer (CRC) is the third most common cancer that contributes to cancer-related morbidity. However, the differential expression of genes in different phases of CRC is largely unknown. Moreover, very little is known about the role of stress-survival pathways in CRC. We sought to discover the hub genes and identify their roles in several key pathways, including oxidative stress and apoptosis in the different stages of CRC. To identify the hub genes that may be involved in the different stages of CRC, gene expression datasets were obtained from the gene expression omnibus (GEO) database. The differentially expressed genes (DEGs) common among the different datasets for each group were obtained using the robust rank aggregation method. Then, gene enrichment analysis was carried out with Gene Ontology and Kyoto Encyclopedia of Genes and Genomes databases. Finally, the protein-protein interaction networks were constructed using the Cytoscape software. We identified 40 hub genes and performed enrichment analysis for each group. We also used the Oncomine database to identify the DEGs related to stress-survival and apoptosis pathways involved in different stages of CRC. In conclusion, the hub genes were found to be enriched in several key pathways, including the cell cycle and p53 signaling pathway. Some of the hub genes were also reported in the stress-survival and apoptosis pathways. The hub DEGs revealed from our study may be used as biomarkers and may explain CRC development and progression mechanisms.
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Affiliation(s)
- Abhijeet R. Patil
- Computational Science Program, The University of Texas at El Paso, El Paso, TX 79968, USA; (A.R.P.); (M.-Y.L.)
| | - Ming-Ying Leung
- Computational Science Program, The University of Texas at El Paso, El Paso, TX 79968, USA; (A.R.P.); (M.-Y.L.)
- Border Biomedical Research Center, The University of Texas at El Paso, El Paso, TX 79968, USA
- Department of Mathematical Sciences, The University of Texas at El Paso, El Paso, TX 79968, USA
| | - Sourav Roy
- Border Biomedical Research Center, The University of Texas at El Paso, El Paso, TX 79968, USA
- Department of Biological Sciences, The University of Texas at El Paso, El Paso, TX 79968, USA
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Lupulovic D, Savić S, Gaudaire D, Berthet N, Grgić Ž, Matović K, Deshiere A, Hans A. Identification and genetic characterization of equine infectious anemia virus in Western Balkans. BMC Vet Res 2021; 17:168. [PMID: 33858420 PMCID: PMC8051041 DOI: 10.1186/s12917-021-02849-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 03/24/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Equine infectious anemia (EIA) is a viral disease, caused by the Equine Infectious Anemia virus (EIAV) belonging to the Retroviridae family, genus Lentivirus. Horses (or equids) infected with EIAV are lifelong carriers and they remain contagious for other horses even in the absence of clinical signs. So far, EIAV infection has been reported among horses in North and South America, France, Germany, Italy, Hungary and Romania, with no publication regarding the presence of EIAV in horses in Serbia. To determine the circulation of EIAV among, approximately, the 5000 horses of the Vojvodina region, northern part of Serbia, 316 serum undergone serological testing for EIA. Then, identification and full genome sequencing using next generation sequencing was performed from one EIA positive horse. RESULTS the 316 sera were tested with 3 different commercial agar gel immunodiffusion (AGID) tests and two different commercial enzyme-linked immunosorbent assay (ELISA). With the three AGID kits, 311 (98.4%) among the 316 tested sera were negative and only five (1.6%) sera were positive for EIA. Some discrepancies were seen for the two ELISA kits tested since one exhibited the same results as AGID test and the second gave 295 sera with negative results, five with a positive result and 16 with doubtful outcome. Phylogenetic analysis performed using the full genome sequence showed that EIAV characterized from a horse in Serbia is different from those identify so fare around the world and form a distinct and separate group together with another EIAV strain. CONCLUSIONS This study demonstrate for the first time that EIAV is circulating at a low level in the horse population from the Northern part of Serbia. Interestingly, phylogenetic data indicates that this EIAV from the western Balkan region of Europe belongs to a new cluster.
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Affiliation(s)
- Diana Lupulovic
- Scientific Veterinary Institute "Novi Sad", Rumenacki put 20, Novi Sad, 21000, Serbia
| | - Sara Savić
- Scientific Veterinary Institute "Novi Sad", Rumenacki put 20, Novi Sad, 21000, Serbia
| | - Delphine Gaudaire
- ANSES- Laboratory for Animal Health in Normandy, Physiopathology and Epidemiology of Equine Diseases Unit, Goustranville, France
| | - Nicolas Berthet
- The Center for Microbes, Development and Health, CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai - Chinese Academy of Sciences, Discovery and Molecular Characterization of Pathogens, Shanghai, China.,Institut Pasteur, Unité Environnement et Risque Infectieux, Cellule d'Intervention Biologique d'Urgence, Paris, France.,Chinese Academy of Sciences, Shanghai, 200031, China
| | - Živoslav Grgić
- Scientific Veterinary Institute "Novi Sad", Rumenacki put 20, Novi Sad, 21000, Serbia
| | - Kazimir Matović
- Specialist veterinary institute Kraljevo, Zicka 34, Kraljevo, Serbia
| | - Alexandre Deshiere
- ANSES- Laboratory for Animal Health in Normandy, Physiopathology and Epidemiology of Equine Diseases Unit, Goustranville, France
| | - Aymeric Hans
- ANSES- Laboratory for Animal Health in Normandy, Physiopathology and Epidemiology of Equine Diseases Unit, Goustranville, France.
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Chen Z, Lin Y, Gao J, Lin S, Zheng Y, Liu Y, Chen SQ. Identification of key candidate genes for colorectal cancer by bioinformatics analysis. Oncol Lett 2019; 18:6583-6593. [PMID: 31788116 PMCID: PMC6865583 DOI: 10.3892/ol.2019.10996] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 08/16/2019] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers of the digestive tract. Although numerous studies have been conducted to elucidate the cause of CRC, the exact mechanism of CRC development remains to be determined. To identify candidate genes that may be involved in CRC development and progression, the microarray datasets GSE41657, GSE77953 and GSE113513 were downloaded from the Gene Expression Omnibus database. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes were used for functional enrichment analysis of differentially expressed genes (DEGs). A protein-protein interaction network was constructed, and the hub genes were subjected to module analysis and identification using Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape. A total of 142 DEGs were identified, with enriched functions and pathways in the ‘cell cycle’, ‘cell proliferation’, ‘the mitotic cell cycle’ and ‘one-carbon metabolic process’. In addition, 10 hub genes were identified, and functional analysis indicated that these genes are mainly enriched in ‘cell division’, ‘cell cycle’ and functions associated with nucleotide binding processes. Survival analysis demonstrated that DNA topoisomerase II α, cyclin-dependent kinase 1 and CDC28 protein kinase regulatory subunit 2 may be involved in cancer invasion or recurrence. The DEGs identified in the present study may help explain the molecular mechanisms of CRC development and progression.
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Affiliation(s)
- Zhihua Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Yilin Lin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Ji Gao
- School of Nursing, Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Suyong Lin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Yan Zheng
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Yisu Liu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
| | - Shao Qin Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350004, P.R. China
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