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The Search for Cancer Biomarkers: Assessing the Distribution of INDEL Markers in Different Genetic Ancestries. Curr Issues Mol Biol 2022; 44:2275-2286. [PMID: 35678683 PMCID: PMC9164054 DOI: 10.3390/cimb44050154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 05/10/2022] [Accepted: 05/13/2022] [Indexed: 11/17/2022] Open
Abstract
Cancer is a multifactorial group of diseases, being highly incident and one of the leading causes of death worldwide. In Brazil, there is a great variation in cancer incidence and impact among the different geographic regions, partly due to the genetic heterogeneity of the population in this country, composed mainly by European (EUR), Native American (NAM), African (AFR), and Asian (ASN) ancestries. Among different populations, genetic markers commonly present diverse allelic frequencies, but in admixed populations, such as the Brazilian population, data is still limited, which is an issue that might influence cancer incidence. Therefore, we analyzed the allelic and genotypic distribution of 12 INDEL polymorphisms of interest in populations from the five Brazilian geographic regions and in populations representing EUR, NAM, AFR, and ASN, as well as tissue expression in silico. Genotypes were obtained by multiplex PCR and the statistical analyses were done using R, while data of tissue expression for each marker was extracted from GTEx portal. We highlight that all analyzed markers presented statistical differences in at least one of the population comparisons, and that we found 39 tissues to be differentially expressed depending on the genotype. Here, we point out the differences in genotype distribution and gene expression of potential biomarkers for risk of cancer development and we reinforce the importance of this type of study in populations with different genetic backgrounds.
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Huang P, Ge P, Tian QF, Huang GB. Prediction of key transcription factors during skin regeneration by combining gene expression data and regulatory network information analysis. INT J BIOMATH 2019. [DOI: 10.1142/s1793524519500244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Purpose: Burn is one of the most common injuries in clinical practice. The use of transcription factors (TFs) has been reported to reverse the epigenetic rewiring process and has great promise for skin regeneration. To better identify key TFs for skin reprogramming, we proposed a predictive system that conjoint analyzed gene expression data and regulatory network information. Methods: Firstly, the gene expression data in skin tissues were downloaded and the LIMMA package was used to identify differential-expressed genes (DEGs). Then three ways, including identification of TFs from the DEGs, enrichment analysis of TFs by a Fisher’s test, the direct and network-based influence degree analysis of TFs, were used to identify the key TFs related to skin regeneration. Finally, to obtain most comprehensive combination of TFs, the coverage extent of all the TFs were analyzed by Venn diagrams. Results: The top 30 TFs combinations with higher coverage were acquired. Especially, TFAP2A, ZEB1, and NFKB1 exerted greater regulatory influence on other DEGs in the local network and presented relatively higher degrees in the protein–protein interaction (PPI) networks. Conclusion: These TFs identification could give a deeper understanding of the molecular mechanism of cell trans-differentiation, and provide a reference for the skin regeneration and burn treatment.
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Affiliation(s)
- Ping Huang
- Medical Laboratory Diagnostic Center, Jinan Central Hospital Affiliated to Shandong University, Jinan 250013, Shandong, P. R. China
| | - Peng Ge
- Department of Burn and Plastic Surgery, The People’s Hospital of Zhangqiu Area, Jinan 250200, Shandong, P. R. China
| | - Qing-Fen Tian
- Department of Burn and Plastic Surgery, Jinan Central Hospital Affiliated to Shandong University, Jinan 250013, Shandong, P. R. China
| | - Guo-Bao Huang
- Department of Burn and Plastic Surgery, Jinan Central Hospital Affiliated to Shandong University, Jinan 250013, Shandong, P. R. China
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Concetti J, Wilson CL. NFKB1 and Cancer: Friend or Foe? Cells 2018; 7:cells7090133. [PMID: 30205516 PMCID: PMC6162711 DOI: 10.3390/cells7090133] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 08/30/2018] [Accepted: 09/04/2018] [Indexed: 12/30/2022] Open
Abstract
Current evidence strongly suggests that aberrant activation of the NF-κB signalling pathway is associated with carcinogenesis. A number of key cellular processes are governed by the effectors of this pathway, including immune responses and apoptosis, both crucial in the development of cancer. Therefore, it is not surprising that dysregulated and chronic NF-κB signalling can have a profound impact on cellular homeostasis. Here we discuss NFKB1 (p105/p50), one of the five subunits of NF-κB, widely implicated in carcinogenesis, in some cases driving cancer progression and in others acting as a tumour-suppressor. The complexity of the role of this subunit lies in the multiple dimeric combination possibilities as well as the different interacting co-factors, which dictate whether gene transcription is activated or repressed, in a cell and organ-specific manner. This review highlights the multiple roles of NFKB1 in the development and progression of different cancers, and the considerations to make when attempting to manipulate NF-κB as a potential cancer therapy.
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Affiliation(s)
- Julia Concetti
- Newcastle Fibrosis Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, Tyne and Wear NE2 4HH, UK.
| | - Caroline L Wilson
- Newcastle Fibrosis Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, Tyne and Wear NE2 4HH, UK.
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Cavalcante GC, Amador MAT, Ribeiro dos Santos AM, Carvalho DC, Andrade RB, Pereira EEB, Fernandes MR, Costa DF, Santos NPC, Assumpção PP, Ribeiro dos Santos Â, Santos S. Analysis of 12 variants in the development of gastric and colorectal cancers. World J Gastroenterol 2017; 23:8533-8543. [PMID: 29358861 PMCID: PMC5752713 DOI: 10.3748/wjg.v23.i48.8533] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 10/25/2017] [Accepted: 11/07/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the relation between 12 polymorphisms and the development of gastric cancer (GC) and colorectal cancer (CRC).
METHODS In this study, we included 125 individuals with GC diagnosis, 66 individuals with CRC diagnosis and 475 cancer-free individuals. All participants resided in the North region of Brazil and authorized the use of their samples. The 12 polymorphisms (in CASP8, CYP2E1, CYP19A1, IL1A, IL4, MDM2, NFKB1, PAR1, TP53, TYMS, UGT1A1 and XRCC1 genes) were genotyped in a single PCR for each individual, followed by fragment analysis. To avoid misinterpretation due to population substructure, we applied a previously developed set of 61 ancestry-informative markers that can also be genotyped by multiplex PCR. The statistical analyses were performed in Structure v.2.3.4, R environment and SPSS v.20.
RESULTS After statistical analyses with the control of confounding factors, such as genetic ancestry, three markers (rs79071878 in IL4, rs3730485 in MDM2 and rs28362491 in NFKB1) were positively associated with the development of GC. One of these markers (rs28362491) and the marker in the UGT1A1 gene (rs8175347) were positively associated with the development of CRC. Therefore, we investigated whether the joint presence of the deleterious alleles of each marker could affect the development of cancer and we obtained positive results in all analyses. Carriers of the combination of alleles RP1 + DEL (rs79071878 and rs28361491, respectively) are at 10-times greater risk of developing GC than carriers of other combinations. Similarly, carriers of the combination of DEL + RARE (rs283628 and rs8175347) are at about 12-times greater risk of developing CRC than carriers of other combinations.
CONCLUSION These findings are important for the comprehension of gastric and CRC development, particularly in highly admixed populations, such as the Brazilian population.
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Affiliation(s)
- Giovanna C Cavalcante
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Marcos AT Amador
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
| | | | - Darlen C Carvalho
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Roberta B Andrade
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Esdras EB Pereira
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Marianne R Fernandes
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Danielle F Costa
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Ney PC Santos
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Paulo P Assumpção
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Ândrea Ribeiro dos Santos
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
| | - Sidney Santos
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66075-970, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Brazil
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Fu W, Zhuo ZJ, Chen YC, Zhu J, Zhao Z, Jia W, Hu JH, Fu K, Zhu SB, He J, Liu GC. NFKB1 -94insertion/deletion ATTG polymorphism and cancer risk: Evidence from 50 case-control studies. Oncotarget 2017; 8:9806-9822. [PMID: 28039461 PMCID: PMC5354772 DOI: 10.18632/oncotarget.14190] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 11/22/2016] [Indexed: 02/07/2023] Open
Abstract
Nuclear factor-kappa B1 (NF-κB1) is a pleiotropic transcription factor and key contributor to tumorigenesis in many types of cancer. Numerous studies have addressed the association of a functional insertion (I)/deletion (D) polymorphism (-94ins/delATTG, rs28362491) in the promoter region of NFKB1 gene with the risk of various types of cancer; however, their conclusions have been inconsistent. We therefore conducted a meta-analysis to reevaluate this association. PubMed, EMBASE, China National Knowledge infrastructure (CNKI), and WANFANG databases were searched through July 2016 to retrieve relevant studies. After careful assessment, 50 case-control studies, comprising 18,299 cases and 23,484 controls were selected. Crude odds ratios (ORs) and 95% confidence intervals (CIs) were used to determine the strength of the association. The NFKB1 -94ins/delATTG polymorphism was associated with a decreased risk of overall cancer in the homozygote model (DD vs. II): OR = 0.75, 95% CI = 0.64-0.87); heterozygote model (ID vs. II): OR = 0.91, 95% CI = 0.83-0.99; recessive model (DD vs. ID/II): OR = 0.81, 95% CI = 0.71-0.91; dominant model (ID/DD vs. II): OR = 0.86, 95% CI = 0.78-0.95; and allele contrast model (D vs. I): OR = 0.88, 95% CI = 0.81-0.95). Subgroup and stratified analyses revealed decreased risks for lung cancer, nasopharyngeal carcinoma, prostate cancer, ovarian cancer, and oral squamous cell carcinoma, and this association held true also for Asians (especially Chinese subjects) in hospital-based studies, and in studies with quality scores less than nine. Well-designed, large-scale case-control studies are needed to confirm these results.
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Affiliation(s)
- Wen Fu
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Zhen-Jian Zhuo
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong 999077, China
| | - Yung-Chang Chen
- Department of Gastroenterology, The First People's Hospital of Foshan (Affiliated Foshan Hospital of Sun Yat-sen University), Foshan 528000, Guangdong, China
| | - Jinhong Zhu
- Molecular Epidemiology Laboratory and Department of Laboratory Medicine, Harbin Medical University Cancer Hospital, Harbin 150040, Heilongjiang, China
| | - Zhang Zhao
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Wei Jia
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Jin-Hua Hu
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Kai Fu
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Shi-Bo Zhu
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Jing He
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Guo-Chang Liu
- Department of Pediatric Urology, Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
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Luo YQ, Wang D, Gong T, Zhu J. An updated meta-analysis of 37 case-control studies on the association between NFKB1 -94ins/del ATTG promoter polymorphism and cancer susceptibility. Oncotarget 2016; 7:58659-58670. [PMID: 27463002 PMCID: PMC5295460 DOI: 10.18632/oncotarget.10808] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 07/10/2016] [Indexed: 02/05/2023] Open
Abstract
As a cell survival signal, nuclear factor-kappa B (NFKB) is associated with the pathogenesis of numerous malignancies. According to several studies, NFKB1 -94ins/del ATTG promoter polymorphism is associated with the risk of different malignancies, but the results were not consistent. Therefore, we performed an updated meta-analysis based on 37 case-control studies from 33 articles (16,271 cases and 22,781 controls) to clarify the relationship. The odds ratio (OR) and 95% confidence interval (CI) were used to determine the strength of the association. We found that the NFKB1 -94ins/del ATTG promoter polymorphism was significantly associated with increased susceptibility to cancer in the recessive (II vs. ID+DD, OR = 1.140, 95% CI = 1.029-1.263, p =0.012), homozygote (II vs. DD, OR = 1.259, 95% CI = 1.068-1.485, p =0.006), and allele (I vs. D, OR = 1.109, 95% CI = 1.025-1.199, p =0.010) genetic models. The subgroup analysis for ethnicity found that the NFKB1 -94ins/del ATTG promoter polymorphism was significantly associated with an increased susceptibility to cancer in Asians and with a decreased susceptibility in Caucasians. The stratified analyses revealed significant associations between the polymorphism and increased susceptibility to ovarian cancer, oral squamous cell carcinoma, and nasopharyngeal carcinoma.
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Affiliation(s)
- Yi-Qiao Luo
- Department of Thoracic Oncology, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China
| | - Duan Wang
- Department of Orthopaedics, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Teng Gong
- Sichuan Mianyang 404 Hospital, Mianyang, China
| | - Jiang Zhu
- Department of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
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