- About this Journal
- Abstracting and Indexing
- Aims and Scope
- Annual Issues
- Article Processing Charges
- Articles in Press
- Author Guidelines
- Bibliographic Information
- Citations to this Journal
- Contact Information
- Editorial Board
- Editorial Workflow
- Free eTOC Alerts
- Publication Ethics
- Reviewers Acknowledgment
- Submit a Manuscript
- Subscription Information
- Table of Contents
Oxidative Medicine and Cellular Longevity
Volume 2013 (2013), Article ID 286524, 24 pages
Genomic Structure and Variation of Nuclear Factor (Erythroid-Derived 2)-Like 2
Laboratory of Respiratory Biology, National Institute of Environmental Health Sciences, National Institutes of Health, 111 TW Alexander Dr., Building 101, MD D-201, Research Triangle Park, NC 27709, USA
Received 11 February 2013; Accepted 22 April 2013
Academic Editor: Mi-Kyoung Kwak
Copyright © 2013 Hye-Youn Cho. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
High-density mapping of mammalian genomes has enabled a wide range of genetic investigations including the mapping of polygenic traits, determination of quantitative trait loci, and phylogenetic comparison. Genome sequencing analysis of inbred mouse strains has identified high-density single nucleotide polymorphisms (SNPs) for investigation of complex traits, which has become a useful tool for biomedical research of human disease to alleviate ethical and practical problems of experimentation in humans. Nuclear factor (erythroid-derived 2)-like 2 (NRF2) encodes a key host defense transcription factor. This review describes genetic characteristics of human NRF2 and its homologs in other vertebrate species. NRF2 is evolutionally conserved and shares sequence homology among species. Compilation of publically available SNPs and other genetic mutations shows that human NRF2 is highly polymorphic with a mutagenic frequency of 1 per every 72 bp. Functional at-risk alleles and haplotypes have been demonstrated in various human disorders. In addition, other pathogenic alterations including somatic mutations and misregulated epigenetic processes in NRF2 have led to oncogenic cell survival. Comprehensive information from the current review addresses association of NRF2 variation and disease phenotypes and supports the new insights into therapeutic strategies.
The gene nuclear factor (erythroid-derived 2)-like 2 (NFE2L2) or more commonly the used synonym nuclear factor erythroid 2- (NF-E2-) related factor 2 (NRF2) and its mouse homolog (Nfe2l2, Nrf2) encode a ubiquitous transcription factor belonging to the basic leucine zipper (bZIP) protein family [1, 2]. NRF2 modulates downstream genes by binding to their cis-regulatory module antioxidant response elements (AREs). NRF2 targets include ARE-bearing effector genes such as reactive oxygen species (ROS) scavenging enzymes (e.g., superoxide dismutases, SODs), phase-2 defense enzymes (e.g., glutathione-S-transferase, GST; heme oxygenase-1, HO-1), drug efflux pumps (e.g., multidrug resistance proteins, MRPs), and various interacting and indirectly modulated proteins [3–6]. The NRF2-ARE pathway has emerged in mechanisms of human diseases in which oxidative stress is implicated. Importantly, three lines of gene-targeted (knockout) mice were generated by Drs. M. Yamamoto (Nfe2l2tm1Mym), Y. W. Kan (Nfe2l2tm1Ywk), and P. A. Ney (Nfe2l2tm1Ney) [7–9], and 124 gene-trapped or gene-targeted cell lines have been established (http://www.informatics.jax.org/searches/allele_report.cgi?markerID=MGI:108420). During the last decade or more, wide application of the knockout mice to human disease models has led to new insights into disease pathogenesis and therapeutic potential (Figure 1).
Kelch-like ECH-activating protein 1 (KEAP1 for humans, Keap1 for mice, or iNrf2 for rats) is a cytoplasmic suppressor of NRF2 and is critical in NRF2 homeostasis and activity . Substantial efforts have led to the discovery of the molecular mechanisms of KEAP1-mediated NRF2 regulation. In unstressed conditions, the NRF2-bound KEAP1 homodimer is complexed to a ubiquitin ligase (Cullin 3-based E3 ligase), which polyubiquitinates NRF2 for proteasomal degradation and maintains NRF2 homeostasis (20 min half-life of cellular NRF2 ). However, modifications of KEAP1 (e.g., cysteine residues) and NRF2 (e.g., serine residues) under stressed conditions activate NRF2 by liberating it from a “hinge and latch” NRF2-KEAP1 affinity binding, allowing its nuclear translocation .
In the current review, I address genetic aspects of human NRF2 and its homologs in other vertebrate species. Sequence variations in human NRF2 and murine Nrf2 including single-nucleotide polymorphisms (SNPs) were collected from public databases and compiled. Mutations that have been associated with disease risks are defined. Nongenetic variations including somatic mutations and epigenetic modifications are also described. Although the current review does not deal with mutations in other species, recent characterization of nrf2 mutant zebrafish which were hypersensitive to environmental toxicants  also provides a useful investigational tool.
2. Sequence of NF-E2-Related Factor 2 and Cross-Species Homology
Homology scores of gene (coding DNA sequences, cds) and protein across 10 species were compared with human NRF2. The highest sequence homology (98%-99%) was with chimpanzee and rhesus monkey while the lowest similarity was found with zebrafish (Table 1). While there is approximately about 83% homology in cds and protein sequences of humans and rodents, 5′-untranslated regions (5′-UTR, UTR-5) of these strains extend differentially (114 bp in human, 233 bp in mouse, and 82 bp in rat), and the human 5′-UTR does not share significant sequence homology with either rat or mouse (the rat is 94% homologous with the 3′ portion of mouse 5′-UTR).
Human NRF2 is located in the cytogenetic band 2q31.2 of chromosome 2 spanning 178,095,031–178,129,859 bp as a complementary sequence (gene ID: 4780, Table 1). Murine Nrf2 maps as a complementary sequence to chromosome 2 C3 (44.75 centimorgan) and spans 75,675,519–75,704,641 (gene ID: 18024, Table 1). The complete cds of NRF2 is 2,859 bp, and there are 14 transcript variants reported (http://useast.ensembl.org/Homo_sapiens). Mouse Nrf2 mRNA spans 2,469 bp, and another variant has been reported (http://useast.ensembl.org/Mus_musculus). The human NRF2 protein (ID: NP_006155) contains 605 amino acid (aa) residues with molecular weight of 67.7 kDa (isoform 1), and total 12 isoforms are published (the National Center for Biotechnology Information, NCBI, http://www.ncbi.nlm.nih.gov/refseq/rsg/; e!Ensemble, http://useast.ensembl.org/index.html; UniProt Consortium, http://www.uniprot.org/uniprot/Q16236, http://www.uniprot.org/uniprot/Q60795). Mouse Nrf2 protein (ID: NP_035032) comprises 597 aa at 66.8 kDa (Table 1). Structurally, there are 6 NRF2-ECH homology (Neh) domains configuring the protein sequence of either species (Table 2), and the potential functions of each region, particularly the highly conserved KEAP1-binding Neh2 and DNA- (ARE-) binding Neh1 domains, have been intensively investigated [12, 14, 15].
3. Genetic Variation of NF-E2-Related Factor 2 in Human and Mouse
3.1. Evolution, Genome Sequence, and Polymorphism Discovery in Human and Mouse
While rare and monogenic Mendelian diseases are inheritable mutations in a single gene , many common diseases are complex traits, and the disease phenotypes are affected by variants in multiple genetic loci. Recent advancements in high-throughput technology have enabled sequencing of entire mammalian genomes [17–19], and information on DNA sequence and variation has facilitated the study of complex traits of human disorders. Genome-wide association studies (GWAS) examine whether SNPs are associated with important disease traits and ascertains “at-risk” genotypes that are significantly more prevalent in the affected group than in the nonaffected group. The HapMap Project (http://hapmap.ncbi.nlm.nih.gov/) has mapped combinations of alleles at specific loci (haplotypes), that is, common patterns of sequence variation in several human populations. It has supported efficient mapping of multiple loci for complex traits in GWAS. Candidate gene approaches based on findings from GWAS of similar disorders have also been useful for determining the potential genetic mechanisms of diseases.
The evolutionary divergence of human and mouse lineages occurred for roughly 75 million years, and their genome sequences have been altered by nearly one substitution (or deletion or addition) for every two nucleotides . However, this slow evolution process resulted in a high degree of conservation across the two species, which allows alignment of orthologous sequences: >90% of the human and mouse genomes is partitioned into corresponding regions of conserved synteny, and at the nucleotide level approximately 40% of the human genome is aligned to the mouse . Due to this fact, biomedical studies of human genes are complemented by experimental manipulation of corresponding mouse genes, and they have aided functional understanding of genes in human health. Following the 2003 completion of the Human Genome Project of approximately 3.1 giga base pairs (Gbp), the Mouse Genome Project assembled the complete genome sequence of one strain (C57BL/6J; 2,716,965,481 bp) in 2011. Using this reference strain, whole genome sequencing data across 16 additional inbred strains were done (http://www.sanger.ac.uk/resources/mouse/genomes/, ). Discovery of high-density SNPs in the mouse genome supports evolutionary history of the strain and provides a tool to investigate models of human disease processes that cannot often be practically achieved through direct human studies.
3.2. Genetic Mutations in Human NRF2
Human NRF2 codes three major isoforms of protein (Figure 2). Transcript variant 2 (NM_001145412.2, 2746 bp) has an alternate promoter, 5′-UTR, and a downstream start codon, compared to variant 1 (NM_006164.4, 2859 bp). It encodes an isoform 2 missing N-terminal 16 aa (NP_001138884 or Q16236-2, 589 aa) relative to isoform 1 (NP_006155.2 or Q16236, 605 aa). Isoform 3 (NP_001138885.1 or Q16236-3, 582 aa) is encoded by transcript variant 3 (NM_001145413.2; 2,725 bp) and lacks an internal segment relative to isoform 2 due to an alternate in-frame splice site in the 3′ coding region. In public databases, more than 583 sequence mutations are reported in NRF2 (34,827 bp) and 7,000 bp upstream (Table S1; data acquired as of December, 2012) (See Table S1 in Supplementary Material available on line at http://dx.doi.org/10.1155/2013/286524). NRF2 locates on 178,130,354-178,129,304 bp of GRCh37.p10 Primary Assembly, and Figure 2 shows sequences of proximal promoter (−1 to −500), partial mRNA variant 1 including 5′-UTR (exon 1, up to TSS), and protein isoform 1 (NP_006155, encoded by variant 1 NM_006164.4: 556–2,373 bp). Based on the current assembly and sequence update, previous promoter positions −686 /−653  are identified as −214; /  as ; and /  as −178. Overall frequency of NRF2 SNPs and other mutations is about 1 per 72 bp. The genetic mutations include 37 in the 5′ flanking promoter and 59 in exons (Tables 3 and S1). Among exon SNPs, 26 are nonsynonymous (Cns) mutations. A triplet repeat variation (rs143406266; GCC4 versus GCC5, previously published as /) in the 5′-UTR was uniquely identified in Asian populations [22, 24].
3.3. SNPs, Haplotypes, and Association with Disease Risk
The use of gene knockout mice in model systems has provided potential insights into the role of NRF2 in the pathogenesis of various human disorders (see Figure 1). Recent epidemiological and association studies have revealed significant associations of NRF2 sequence variations with disease risks, which further supports NRF2 as a susceptibility gene. Most of the phenotype-associated variants are in the promoter region and presumed to be involved in NRF2 gene regulation. Table 4 summarizes NRF2 SNP and/or haplotype alleles that have been associated with oxidant-related disease risks. Interestingly, there is no evidence for exon SNPs as at-risk alleles. For convenience and consistency, intronic and 3′ distal SNP alleles are presented as chromosome contig (HGVS) alleles while promoter and exon SNPs are presented as reversed contig alleles throughout the text.
Pulmonary Diseases. NRF2 SNPs in the promoter and intron 1 sequences have been investigated for their potential associations with risk of pulmonary critical disorders including acute lung injury (ALI), cigarette smoke-induced chronic obstructive pulmonary disease (COPD), and asthma. A heterozygous C/A SNP at −178 position (rs6721961T>C or T>G, previously −617 or −650) significantly increased the risk for developing ALI following major trauma in European and African-American populations (odds ratio, OR 6.44; 95% confidence interval, CI 1.34–30.8; allelic frequency = 11.9% at 21/180) . Promoter activity of the A allele (A/C or A/A) determined in vivo and in vitro was significantly lower than C/C allele at that locus (−178 in an ARE-like motif) indicating that it is a functional SNP for autoregulation . The −178G/G were also nominally associated with ALI-related 28-day mortality following systemic inflammatory response syndrome . In a Japanese cohort, SNP haplotype (rs2001350T/rs6726395A/rs1962142A/rs2364722A/rs6721961T) containing the −178A/A homozygote was associated with an annual decline of rapid forced expiratory volume in one second (FEV1) in relation to cigarette-smoking status . In addition, a promoter and 5′-UTR SNP haplotype consisting of −214 G allele (52%, rs35652124, previously −686/−653), −212G/G (98%, rs67006649, previously −684/−651), −178C allele (73%), and GCC4 (53%) was predicted to increase respiratory failure development (hazard ratio = 0.95, CI 0.91–0.99) in German COPD patients . Significant interaction was also identified between an intronic SNP G allele (rs6726395, g.178103229A>G, 88.4% frequency) and smoking status on FEV1 decline, relative to the reference A/A allele, in the above Japanese cohort . Siedlinski et al.  reported that the C/C genotype of another intronic SNP (rs2364723, g.178126546G>C) was associated with a lower FEV1 level compared to the wild-type genotype (G/G) in two Netherland cohorts (CI, −63.6−17.8, frequency = 0.525, and pooled cohort size = 2,542). This SNP alone or as a haplotype with 4 more intronic SNPs (rs13001694G/rs1806649T/rs4243387T/rs6726395G) was also associated with high FEV1 levels in individuals that ever smoked . In a Hungarian population of childhood asthma, SNPs at −178 (C/A) and 3′ flanking (rs2588882T/G) loci were inversely associated with infection-induced asthma (OR 0.437; CI 0.28–0.80, OR 0.290; CI 0.13–0.62, resp.), and these SNPs significantly influenced an asthma-environmental pollution interaction . The intronic SNP rs1806649 (C>T) was associated but not significantly with an increased risk of hospitalization during high-level particulate matter (PM10) periods in asthma or COPD patients () of the United Kingdom (UK) . Asthma and COPD admission rates were related to the increase in environmental PM10 concentration. Importantly, effects of interaction between prenatal stress and NRF2 SNPs on descendant pulmonary health were investigated by the Avalon Longitudinal Study in the UK: maternal smoking during pregnancy was not associated with lung function change determined by maximum mild expiratory flow () or with asthma incidence in school-aged children, and this relation was not modified by NRF2 SNP genotypes . However, early gestation acetaminophen exposure significantly influenced the risk of asthma and wheezing at the age of 7 years in >4,000 mothers and >5,000 children . When maternal copies of the −212A allele were present, association with asthma (1,137/4,891; OR 1.73, CI 1.22–2.45) and wheezing (1,149/4,949; OR 1.53, 95% CI 1.06–2.20) was significantly increased .
Gastrointestinal Disorders. While there was no evidence in lung cancer cases, studies in Japanese populations suggested a potential association of NRF2 variations with gastro-intestinal tumorigenesis. Helicobacter pylori (H. pylori) causes gastritis which can lead to gastric atrophy and cancer. In gastric epithelium from the Japanese cancer cohorts (39 gastric cancers, 46 controls), H. pylori infection was positively correlated with aberrant CpG island methylation of tumor suppressor genes (e.g., p14), and −214G/−212G or −214A/−212G NRF2 haplotype was significantly associated with increased (OR 2.90; 95% CI 1.14–7.36) or decreased (OR 0.33; 95% CI 0.13–0.88) risk of the CpG methylation, respectively, in the H. pylori-infected patients . Further study from the same investigators determined that −214A/−212G allele carriers had significantly () reduced risk of gastric cancer in H. pylori-negative cases . The −214A/G−212A/G genotypes were negatively associated (OR 0.45, CI 0.22–0.93), and the −214G−212G genotypes were positively associated (chronic continuous phenotype; OR 2.57, CI 1.01–6.60) with ulcerative colitis (89 patients, 141 controls) in a Japanese population .
Autoimmune Disorders. Systemic lupus erythematosus (SLE) is a long-term autoimmune disease more frequently found in females than in males. It affects organs including skin, joints, kidneys, and brain, and nephritis is an aggressive characteristic in some patients. Genome-wide association studies in humans identified a suggestive quantitative trait locus near NRF2 . A study of a Mexican Mestizo population (362 patients with childhood-onset SLE, 379 controls, and 212 nephritis diagnosed) determined that lupus with nephritis was significantly (OR 1.81, CI 1.04–3.12) associated with the −214G/A SNP in females . The same SNPs were not closely associated with SLE risk in a Japanese cohort . Vitiligo is a skin condition in which there is a loss of brown color (pigment) from areas of skin, resulting in irregular white patches. It is thought to be an autoimmune disease caused by loss of cells (melanocytes) that produce brown pigment. A study indicated that the −178A allele increased the risk of vitiligo dose-dependently (OR 1.724, 95% CI 1.35–2.21 for C/A; OR 2.902, CI 1.62–5.19 for A/A) .
Female Disorders. It is well known that estrogen metabolites (e.g., catechols) cause ROS formation suggesting correlation of NRF2 and downstream effectors in postmenopausal mammary cancer. In a study of a Finish population (Kuopio Breast Cancer Project, patients, 370 controls), the −178A/A homozygous genotype (OR 4.656; CI = 1.35–16.06) and 3′ flanking rs2706110 (T/T; OR 2.079, CI 1.18–3.68) genotype were associated with increased risk of breast cancer, while the 5′ flanking −3,306T/T homozygous allele was significantly associated with lower survival (frequency = 71/219, OR 1.687, CI 1.105–2.75) , suggesting that NRF2 genetic polymorphisms affect susceptibility and outcome of the patients. The −178A allele carriers together with intronic rs1962142A allele carriers were associated with lowered tissue levels of NRF2 proteins . In postmenopausal women, the −178A allele (OR 17.9; 95% CI 3.70–85.70) appeared to modify the risk of venous thromboembolism caused by oral estrogen therapy (A/A or A/C frequency = 33.3%) as demonstrated by the French ESTHER study (161 cases, 474 controls) . An intronic rs1806649C>T SNP did not associate with breast cancer risk in postmenopausal women . However, when this SNP and other at-risk alleles of ARE-responsive genes (NQO1, HO-1, NOS3) were combined, there was a significant gene-dose effect on the breast cancer risk . Although coding region SNPs in NRF2 and KEAP1 were identified in the Japanese endometrial adenocarcinoma patients, no association of NRF2 SNPs with the disease was found .
Neurodegenerative Diseases. Oxidative stress is known to be involved in Parkinson’s disease (PD) presumably due to production of ROS from high-dopamine metabolism and low levels of antioxidants in the substantia nigra of the brain. Investigators found a protective NRF2 haplotype consisting of four 5′ flanking SNPs (−5238G/−214A/−212G/−178C) and 4 intronic SNPs (rs2886161A/rs1806649A/rs2001350A/rs10183914A) from Swedish (OR 0.9, CI 0.60–1.40) and Polish (OR 0.4, CI 0.30–0.60) populations (total PD cases, controls) . The investigators also suggested that NRF2 haplotype alleles were associated with 2 years earlier age of Alzheimer’s disease (AD) onset, 4 years earlier age of posterior subcapsular cataract surgery, and 4 years later age of cortical cataract surgery while they were not significantly related to AD or age-related cataract risk .
3.4. Genetic Mutations in Mouse Nrf2
Tsang et al.  compiled 673 SNPs in 55 mouse strains and constructed their phylogenetic tree to correlate and clarify the origins of strains based on the assembled mouse genome sequence and SNP data [20, 47, 48]. Recently, using the complete genome sequence of C57BL/6J (B6) mouse as a reference, high-density SNP screening in other laboratory strains or in panels of strains has been published (see ). Although millions of mouse SNPs (>10,089,892 as of December 2012) and haplotype mappings from more than 120 strains have been published as valuable references for dissecting the genetic basis of complex traits [49–51], little attention has been paid to polymorphisms of Nrf2 and their correlation with disease phenotypes.
Figure 3 demonstrates the proximal promoter region (−1 to −950)/5′-UTR (exon 1, up to TSS) and protein sequence of mouse Nrf2 based on GRCm38.p1 Primary Assembly (75,704,641–75,675,513 bp), mRNA variant 1, and protein (NP_035032, encoded by NM_010902: 234–2,027 bp) sequences. Genetic variations in the Nrf2 genome of inbred strains collected from public databases are listed in Tables S2 and 5. (See Supplementary Table S2 in Supplementary Material available online at http://dx.doi.org/10.1155/2013/286524.) Overall, 968 genetic mutations are compiled for Nrf2 gene and 5 kb upstream/2 kb downstream regions: 785 SNPs between B6 and another 16 strains were acquired from the Mouse Phenome Database (MPD, http://phenome.jax.org/db/q?rtn=snp/ret1), and additional SNPs and other mutations were acquired from NCBI dbSNP (http://www.ncbi.nlm.nih.gov/snp/?term=mus+musculus%20nfe2l2). In total, 132 mutations are in the promoter (37 in proximal 1 kb), 49 in exons (38 in coding region, 19 Cns), 727 in introns, and 60 in the 3′ flanking region. Excluding mutations in the 5′ and 3′ flanking sequences, murine Nrf2 sequences appear to be more highly variable (1 variation per 37.5 bp) than much of the mouse genome which has an approximate frequency of one SNP per every 245 bp (http://www.informatics.jax.org/mgihome/homepages/stats/all_stats.shtml#allstats_snp).
Nrf2 was found to be a susceptibility gene from genome-wide linkage analysis in a murine model of hyperoxia-induced ALI . A promoter SNP −103T>C (previously published as −336T>C) in Nrf2 was found and predicted to add an additional Sp1 binding site in hyperoxia-susceptible B6 mice, but not in resistant C3H/HeJ mice . Genotypes from the SNP and from simple-sequence length polymorphism markers of the Nrf2 locus (D2Mit248 and D2Mit94) cosegregated in the B6C3F2 mouse cohort , and Nrf2 deficient mice were significantly more susceptible to ALI sub-phenotypes caused by hyperoxia than similarly exposed wild-type mice, supporting Nrf2 as a contributor to the phenotypic traits . Although no other functional analyses on Nrf2 SNPs or haplotype association studies have been conducted in inbred mice, strains bearing haplotypes such as multiple Cns in functional domains (e.g., F71L, L451V, H543Q, and L575M) may be useful to elucidate the role of Nrf2 in differential susceptibility to oxidative diseases.
4. Oncogenic Somatic Mutations in Human NF-E2-Related Factor 2
Somatic mutation is a change in the DNA of somatic cells that affects derived cells but is not inherited by offspring. Efforts to discover somatic mutations have provided insight into mutagenesis and cancer development. Lung cancer, particularly non-small cell lung cancer (NSCLC), is the leading cause of cancer death worldwide. Somatic mutations of NRF2 and KEAP1 discovered in lung cancer patients have determined the oncogenic potential of NRF2 [54, 55]. KEAP1 somatic mutations were associated with its reduced protein levels in lung cancer tissues and cells [56, 57]. Investigations of NSCLC in various ethnic populations as well as cancers in gastrointestine, breast, and prostate have coordinately demonstrated that multiple Cns somatic mutations in KEAP1 cause dysfunction of the translated protein and in turn constitutive activation of NRF2, increasing risk of neoplasia and chemoresistance [12, 55, 58, 59]. Somatic mutations of NRF2 have been detected in various cancer tissues (largely squamous cell carcinomas) in Asian populations (Table 6). NRF2 mutations were significantly associated with NSCLC cases (squamous cell lung carcinoma, adenocarcinoma) of the Japanese (10.7%, ), the Chinese (23%, ), and the Koreans (8%, ) as well as with lung cancer cell lines. Smoking history was also correlated with mutation occurrence in all of the studies [54, 60, 61]. In addition to lung cancers, laryngeal squamous carcinoma (13% in ), esophageal squamous cancer (ESC, 22% in , 11.4% in ), head and neck cancers (25% in ), skin (1/17 case in ), and oral cancer cell lines had somatic changes in NRF2. In contrast to wide-spread KEAP1 mutations, mutations in NRF2 were clustered in DLG/ETGE motifs of the Neh2 domain, which are critical in the “hinge and latch” model of KEAP1 binding . Similar to KEAP1 somatic mutations, it has been postulated that NRF2 mutations in cancer cells lead to NRF2 accumulation by suppressing its ubiquitination or KEAP1 binding, which eventually confers malignant potential and resistance to chemotherapy.
Most variable sites in NRF2 included aa residues 29 (Asp, D), 31 (Gly, G), 77 (Asp, D), and 79 (Glu, E) (Table 6). Residue 33 (Ser, S) in the Neh2 domain is mutated by either genetic or somatic processes (Figure 4). Cns in the EDGF motif of NRF2 was experimentally determined to impair recognition of KEAP1 . NRF2 mutations were significantly correlated with increased (2.5-fold) copy number (31% of mutants versus 3% wild types) in Japanese NSCLC cases . Aberrant mutation of NRF2 also led to increased expression of downstream effectors including RagD known to be involved in squamous lung cancer cell proliferation , suggesting that the mutation is functional and overcomes KEAP1 inhibition. Singh et al.  determined in vitro that RNAi-mediated depletion of NRF2 in lung cancer cells enhanced ROS production and susceptibility to cell death by ionizing radiation. These studies support the concept that elevated NRF2 and ARE responsiveness provides cancer cells with proliferative advantage for malignant transformation and undue protection from anti-cancer therapy. Oncogenic epidermal growth factor receptor (EGFR) signaling is recently found to be critical in NRF2-mediated proliferation of NSCLC cells .
Collectively, “gain of function” mutations in NRF2 that reduce KEAP1 recognition are suggested to be predictive markers for poor responsiveness to chemotherapy and radiation therapy. Although NRF2-mediated cellular defense processes are essential in the initiation stage, enhanced NRF2-ARE activity in advanced stages of cancer development may create a favorable intracellular environment for tumor cell growth and survival [67, 68]. In this context, NRF2 may be a potential molecular target for the treatment of radio-resistance cancers, especially those that have “loss of function” mutations in EGFR, KRAS, or KEAP1 as well as “gain of function” mutations in NRF2.
5. Epigenetic Alterations of NF-E2-Related Factor 2
Epigenetic modifications are alterations of molecules interacting with genes without changes to the primary DNA sequence. They include post-translational modification of histones, DNA methylation events, chromatin conformational changes, and alterations to noncoding regulatory RNAs. Epigenetic alterations are stable and often inheritable but are reversible and may affect expression of the gene. Dysregulation or defects in epigenetic processes, particularly hypermethylation of tumor suppressor gene promoters (e.g., CpG islands) or histone modifications, are thought to be associated with carcinogenesis. Investigators have reported hypermethylation in CpG islands of KEAP1 which were associated with reduced KEAP1 expression in human cancers from lung, prostate, colon, and so forth, [69–72]. Similar to somatic mutations, epigenetic changes on KEAP1 impaired the function of its encoded protein leading to constitutive NRF2 activation.
Supporting the role of “pathogenic mutations” in NRF2, expression of Nrf2 and downstream Nqo1 was suppressed in prostate tumors of mice (transgenic adenocarcinoma of mouse prostate, TRAMP). Among 15 promoter CpG islands located between −942 and −654 (c.−1175_c.−1132 and c.−1059_c.−887, gap in c.−1131_c.−1060; see Figure 3), hypermethylation of the first 5 CpG islands (−942_−899 and c.−1175_c.−1132) was significantly associated with tumorigenesis . Moreover, treatment with inhibitors for DNA methyltransferase and histone deacetylase restored Nrf2 expression in these tumor cells . A dietary phytochemical curcumin known as a DNA hypomethylation agent restored epigenetically silent Nrf2 expression through CpG demethylation in carcinogen-induced mouse tumor cells .
The whole genome epigenetic datasets for 5 species are publicly accessible at NCBI Epigenomics [75, 76]. The human NRF2 epigenome of primary cells (breast, penis) and H1 stem cell line as well as mouse Nrf2 CpG island methylation data for sperm, blood, and cerebellum are currently available (http://www.ncbi.nlm.nih.gov/epigenomics). Although no direct evidence of disease-associated epigenetic modulation has been identified in human NRF2, various phytochemical NRF2 agonists such as sulforaphane and curcumin have shown their roles in DNA methylation and histone modification (see reviews by Lee and colleagues, e.g., ). Taken together, epigenetic modifications of the NRF2/KEAP1 axle are predicted to cause dysregulation of ARE-mediated cellular defense leading to deleterious health effects, and phytochemical antioxidants as epigenetic modulators for NRF2 are suggested to be useful in cancer prevention.
NRF2 is evolutionally conserved with high-sequence homology in many species. However, it is a highly mutable gene, and numerous genetic variants have been discovered in human ethnic groups. Importantly, certain SNPs or haplotypes have been identified in various diseases as “at-risk” alleles and are related to functional alterations. In addition to genetic variations, multiple somatic mutations identified in the KEAP1 recognition domain of NRF2 in cancer cells have been found to be oncogenic due to dysregulation of NRF2 homeostasis by its excess “gain of function”. Epigenetic alteration of the NRF2 is under investigation and is predicted to have pathogenic influences as learned from mouse and phytochemical agonist studies. Continuous updates of Nrf2 allelic variants in inbred mouse strains will provide a useful tool for effective experimental designs for models of oxidative disorders to provide insight into the disease mechanisms and intervention strategies.
|ALI:||acute lung injury|
|ARE:||antioxidant response element|
|bZIP:||basic leucine zipper|
|cds:||coding DNA sequences|
|COPD:||chronic obstructive pulmonary disease|
|ESC:||esophageal squamous cancer|
|FEV1:||forced expiratory volume in one second|
|Gbp:||giga base pairs|
|GWAS:||genome-wide association study|
|HGVS:||Human Genome Variation Society|
|H. pylori:||Helicobacter pylori|
|KEAP1:||Kelch-like ECH activating protein 1|
|MPD:||Mouse Phenome Database|
|MRP:||multidrug resistance protein|
|NCBI:||National Center for Biotechnology Information|
|Nfe2l2:||nuclear factor (erythroid-derived 2)-like 2|
|Nrf2:||NF-E2-related factor 2|
|NSCLC:||nonsmall cell lung cancer|
|NQO1:||NAD(P)H:quinone oxidoreductase 1|
|ROS:||reactive oxygen species|
|SLE:||systemic lupus erythematosus|
|SNP:||single nucleotide polymorphism|
Author’s contribution to the Work was done as part of the Author’s official duties as a NIH employee and is a Work of the United States Government. Therefore, copyright may not be established in the United States.
Conflict of Interests
The author declares that there is no conflict of interests.
The research related to this paper was supported by the Intramural Research Program of the National Institutes of Health of the National Institute of Environmental Health Sciences (NIEHS). Drs. Steven Kleeberger and Stephanie London at the NIEHS provided excellent critical review of this paper. The author thanks Mrs. Jacqui Marzec for her helpful comments and English editing.
- J. Y. Chan, M. C. Cheung, P. Moi, K. Chan, and Y. W. Kan, “Chromosomal localization of the human NF-E2 family of bZIP transcription factors by fluorescence in situ hybridization,” Human Genetics, vol. 95, no. 3, pp. 265–269, 1995.
- K. Itoh, K. Igarashi, N. Hayashi, M. Nishizawa, and M. Yamamoto, “Cloning and characterization of a novel erythroid cell-derived CNC family transcription factor heterodimerizing with the small Maf family proteins,” Molecular and Cellular Biology, vol. 15, no. 8, pp. 4184–4193, 1995.
- W. O. Osburn and T. W. Kensler, “NRF2 signaling: an adaptive response pathway for protection against environmental toxic insults,” Mutation Research, vol. 659, no. 1-2, pp. 31–39, 2008.
- D. Papp, K. Lenti, D. Modos, D. Fazekas, Z. Dul, D. Turei, et al., “The NRF2-related interactome and regulome contain multifunctional proteins and fine-tuned autoregulatory loops,” FEBS Letters, vol. 586, no. 13, pp. 1795–1802, 2012.
- X. Wang, D. J. Tomso, B. N. Chorley et al., “Identification of polymorphic antioxidant response elements in the human genome,” Human Molecular Genetics, vol. 16, no. 10, pp. 1188–1200, 2007.
- D. Malhotra, E. Portales-Casamar, A. Singh et al., “Global mapping of binding sites for NRF2 identifies novel targets in cell survival response through ChIP-Seq profiling and network analysis,” Nucleic Acids Research, vol. 38, no. 17, pp. 5718–5734, 2010.
- K. Chan, R. Lu, J. C. Chang, and Y. W. Kan, “NRF2, a member of the NFE2 family of transcription factors, is not essential for murine erythropoiesis, growth, and development,” Proceedings of the National Academy of Sciences of the United States of America, vol. 93, no. 24, pp. 13943–13948, 1996.
- K. Itoh, T. Chiba, S. Takahashi et al., “An NRF2/small Maf heterodimer mediates the induction of phase II detoxifying enzyme genes through antioxidant response elements,” Biochemical and Biophysical Research Communications, vol. 236, no. 2, pp. 313–322, 1997.
- F. Martin, J. M. van Deursen, R. A. Shivdasani, C. W. Jackson, A. G. Troutman, and P. A. Ney, “Erythroid maturation and globin gene expression in mice with combined deficiency of NF-E2 and Nrf-2,” Blood, vol. 91, no. 9, pp. 3459–3466, 1998.
- K. Itoh, N. Wakabayashi, Y. Katoh et al., “KEAP1 represses nuclear activation of antioxidant responsive elements by NRF2 through binding to the amino-terminal Neh2 domain,” Genes and Development, vol. 13, no. 1, pp. 76–86, 1999.
- A. Kobayashi, M. I. Kang, H. Okawa et al., “Oxidative stress sensor KEAP1 functions as an adaptor for Cul3-based E3 ligase to regulate proteasomal degradation of NRF2,” Molecular and Cellular Biology, vol. 24, no. 16, pp. 7130–7139, 2004.
- K. Taguchi, H. Motohashi, and M. Yamamoto, “Molecular mechanisms of the KEAP1-NRF2 pathway in stress response and cancer evolution,” Genes to Cells, vol. 16, no. 2, pp. 123–140, 2011.
- K. Mukaigasa, L. T. Nguyen, L. Li, H. Nakajima, M. Yamamoto, and M. Kobayashi, “Genetic evidence of an evolutionarily conserved role for NRF2 in the protection against oxidative stress,” Molecular and Cellular Biology, vol. 32, no. 21, pp. 4455–4461, 2012.
- J. Maher and M. Yamamoto, “The rise of antioxidant signaling—the evolution and hormetic actions of NRF2,” Toxicology and Applied Pharmacology, vol. 244, no. 1, pp. 4–15, 2010.
- S. C. Lo, X. Li, M. T. Henzl, L. J. Beamer, and M. Hannink, “Structure of the KEAP1:NRF2 interface provides mechanistic insight into NRF2 signaling,” The EMBO Journal, vol. 25, no. 15, pp. 3605–3617, 2006.
- V. A. McKusick, “Mendelian inheritance in man and its online version, OMIM,” American Journal of Human Genetics, vol. 80, no. 4, pp. 588–604, 2007.
- B. Yalcin, D. J. Adams, J. Flint, and T. M. Keane, “Next-generation sequencing of experimental mouse strains,” Mammalian Genome, vol. 23, no. 9-10, pp. 490–498, 2012.
- D. R. Bentley, S. Balasubramanian, H. P. Swerdlow et al., “Accurate whole human genome sequencing using reversible terminator chemistry,” Nature, vol. 456, no. 7218, pp. 53–59, 2008.
- P. S. G. Chain, D. V. Grafham, R. S. Fulton et al., “Genome project standards in a new era of sequencing,” Science, vol. 326, no. 5950, pp. 236–237, 2009.
- R. H. Waterston, K. Lindblad-Toh, E. Birney, J. Rogers, J. F. Abril, P. Agarwal, et al., “Initial sequencing and comparative analysis of the mouse genome,” Nature, vol. 420, pp. 520–562, 2002.
- T. M. Keane, L. Goodstadt, P. Danecek, M. A. White, K. Wong, B. Yalcin, et al., “Mouse genomic variation and its effect on phenotypes and gene regulation,” Nature, vol. 477, pp. 289–294, 2011.
- T. Yamamoto, K. Yoh, A. Kobayashi et al., “Identification of polymorphisms in the promoter region of the human NRF2 gene,” Biochemical and Biophysical Research Communications, vol. 321, no. 1, pp. 72–79, 2004.
- J. M. Marzec, J. D. Christie, S. P. Reddy et al., “Functional polymorphisms in the transcription factor NRF2 in humans increase the risk of acute lung injury,” The FASEB Journal, vol. 21, no. 9, pp. 2237–2246, 2007.
- H. Fukushima-Uesaka, Y. Saito, K. Maekawa et al., “Genetic variations and haplotype structures of transcriptional factor NRF2 and its cytosolic reservoir protein KEAP1 in Japanese,” Drug Metabolism and Pharmacokinetics, vol. 22, no. 3, pp. 212–219, 2007.
- E. J. Córdova, R. Velázquez-Cruz, F. Centeno, V. Baca, and L. Orozco, “The NRF2 gene variant, -653G/A, is associated with nephritis in childhood-onset systemic lupus erythematosus,” Lupus, vol. 19, no. 10, pp. 1237–1242, 2010.
- M. von Otter, S. Landgren, S. Nilsson et al., “Association of NRF2-encoding NFE2L2 haplotypes with Parkinson's disease,” BMC Medical Genetics, vol. 11, no. 1, article 36, 2010.
- J. M. Hartikainen, M. Tengstrom, V. M. Kosma, V. L. Kinnula, A. Mannermaa, and Y. Soini, “Genetic polymorphisms and protein expression of NRF2 and sulfiredoxin predict survival outcomes in breast cancer,” Cancer Research, vol. 72, pp. 5537–5546, 2012.
- T. Arisawa, T. Tahara, T. Shibata et al., “The relationship between Helicobacter pylori infection and promoter polymorphism of the NRF2 gene in chronic gastritis,” International Journal of Molecular Medicine, vol. 19, no. 1, pp. 143–148, 2007.
- T. Arisawa, T. Tahara, T. Shibata et al., “The influence of promoter polymorphism of nuclear factor-erythroid 2-related factor 2 gene on the aberrant DNA methylation in gastric epithelium,” Oncology Reports, vol. 19, no. 1, pp. 211–216, 2008.
- T. Arisawa, T. Tahara, T. Shibata et al., “NRF2 gene promoter polymorphism and gastric carcinogenesis,” Hepato-Gastroenterology, vol. 55, no. 82-83, pp. 750–754, 2008.
- T. Arisawa, T. Tahara, T. Shibata et al., “NRF2 gene promoter polymorphism is associated with ulcerative colitis in a Japanese population,” Hepato-Gastroenterology, vol. 55, no. 82-83, pp. 394–397, 2008.
- C. C. Hua, L. C. Chang, J. C. Tseng, C. M. Chu, Y. C. Liu, and W. B. Shieh, “Functional haplotypes in the promoter region of transcription factor NRF2 in chronic obstructive pulmonary disease,” Disease Markers, vol. 28, no. 3, pp. 185–193, 2010.
- S. O. Shaheen, R. B. Newson, S. M. Ring, M. J. Rose-Zerilli, J. W. Holloway, and A. J. Henderson, “Prenatal and infant acetaminophen exposure, antioxidant gene polymorphisms, and childhood asthma,” The Journal of Allergy and Clinical Immunology, vol. 126, no. 6, pp. 1141.e7–1148.e7, 2010.
- H. Masuko, T. Sakamoto, Y. Kaneko et al., “Lower FEV1 in non-COPD, nonasthmatic subjects: association with smoking, annual decline in FEV1, total IgE levels, and TSLP genotypes,” International Journal of Chronic Obstructive Pulmonary Disease, vol. 6, pp. 181–189, 2011.
- C. P. Guan, M. N. Zhou, A. E. Xu et al., “The susceptibility to vitiligo is associated with NF-E2-related factor 2 (NRF2) gene polymorphisms: a study on Chinese Han population,” Experimental Dermatology, vol. 17, no. 12, pp. 1059–1062, 2008.
- J. Bouligand, O. Cabaret, M. Canonico et al., “Effect of NFE2L2 genetic polymorphism on the association between oral estrogen therapy and the risk of venous thromboembolism in postmenopausal women,” Clinical Pharmacology & Therapeutics, vol. 89, no. 1, pp. 60–64, 2011.
- D. S. O'Mahony, B. J. Glavan, T. D. Holden, C. Fong, R. A. Black, G. Rona, et al., “Inflammation and immune-related candidate gene associations with acute lung injury susceptibility and severity: a validation study,” PLoS ONE, vol. 7, no. 12, Article ID e51104, 2012.
- I. Ungvari, E. Hadadi, V. Virag, et al., “Relationship between air pollution, NFE2L2 gene polymorphisms and childhood asthma in a Hungarian population,” Journal of Community Genetics, vol. 3, no. 1, pp. 25–33, 2012.
- M. Siedlinski, D. S. Postma, J. M. A. Boer et al., “Level and course of FEV1 in relation to polymorphisms in NFE2L2 and KEAP1 in the general population,” Respiratory Research, vol. 10, article 73, 2009.
- C. C. Hong, C. B. Ambrosone, J. Ahn et al., “Genetic variability in iron-related oxidative stress pathways (NRF2, NQ01, NOS3, and HO-1), iron intake, and risk of postmenopausal breast cancer,” Cancer Epidemiology Biomarkers and Prevention, vol. 16, no. 9, pp. 1784–1794, 2007.
- C. Canova, C. Dunster, F. J. Kelly, C. Minelli, P. L. Shah, C. Caneja, et al., “PM10-induced hospital admissions for asthma and chronic obstructive pulmonary disease: the modifying effect of individual characteristics,” Epidemiology, vol. 23, no. 4, pp. 607–615, 2012.
- A. J. Henderson, R. B. Newson, M. Rose-Zerilli, S. M. Ring, J. W. Holloway, and S. O. Shaheen, “Maternal NRF2 and gluthathione-S-transferase polymorphisms do not modify associations of prenatal tobacco smoke exposure with asthma and lung function in school-aged children,” Thorax, vol. 65, no. 10, pp. 897–902, 2010.
- C. Xing, A. L. Sestak, J. A. Kelly et al., “Localization and replication of the systemic lupus erythematosus linkage signal at 4p16: interaction with 2p11, 12q24 and 19q13 in European Americans,” Human Genetics, vol. 120, no. 5, pp. 623–631, 2007.
- T. F. Wong, K. Yoshinaga, Y. Monma, K. Ito, H. Niikura, S. Nagase, et al., “Association of KEAP1 and NRF2 genetic mutations and polymorphisms with endometrioid endometrial adenocarcinoma survival,” International Journal of Gynecological Cancer, vol. 21, no. 8, pp. 1428–1435, 2011.
- M. von Otter, S. Landgren, S. Nilsson et al., “NRF2-encoding NFE2L2 haplotypes influence disease progression but not risk in Alzheimer's disease and age-related cataract,” Mechanisms of Ageing and Development, vol. 131, no. 2, pp. 105–110, 2010.
- S. Tsang, Z. Sun, B. Luke et al., “A comprehensive SNP-based genetic analysis of inbred mouse strains,” Mammalian Genome, vol. 16, no. 7, pp. 476–480, 2005.
- C. M. Wade, E. J. Kulbokas III, A. W. Kirby et al., “The mosaic structure of variation in the laboratory mouse genome,” Nature, vol. 420, no. 6915, pp. 574–578, 2002.
- T. Wiltshire, M. T. Pletcher, S. Batalov et al., “Genome-wide single-nucleotide polymorphism analysis defines haplotype patterns in mouse,” Proceedings of the National Academy of Sciences of the United States of America, vol. 100, no. 6, pp. 3380–3385, 2003.
- K. A. Frazer, E. Eskin, H. M. Kang et al., “A sequence-based variation map of 8.27 million SNPs in inbred mouse strains,” Nature, vol. 448, no. 7157, pp. 1050–1053, 2007.
- T. P. Maddatu, S. C. Grubb, C. J. Bult, and M. A. Bogue, “Mouse phenome database (MPD),” Nucleic Acids Research, vol. 40, pp. D887–D894, 2007.
- A. Kirby, H. M. Kang, C. M. Wade et al., “Fine mapping in 94 inbred mouse strains using a high-density haplotype resource,” Genetics, vol. 185, no. 3, pp. 1081–1095, 2010.
- H. Y. Cho, A. E. Jedlicka, S. P. M. Reddy, L. Y. Zhang, T. W. Kensler, and S. R. Kleeberger, “Linkage analysis of susceptibility to hyperoxia NRF2 is a candidate gene,” American Journal of Respiratory Cell and Molecular Biology, vol. 26, no. 1, pp. 42–51, 2002.
- H. Y. Cho, A. E. Jedlicka, S. P. M. Reddy et al., “Role of NRF2 in protection against hyperoxic lung injury in mice,” American Journal of Respiratory Cell and Molecular Biology, vol. 26, no. 2, pp. 175–182, 2002.
- T. Shibata, T. Ohta, K. I. Tong et al., “Cancer related mutations in NRF2 impair its recognition by KEAP1-Cul3 E3 ligase and promote malignancy,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 36, pp. 13568–13573, 2008.
- A. Singh, V. Misra, R. K. Thimmulappa et al., “Dysfunctional KEAP1-NRF2 interaction in non-small-cell lung cancer,” PLoS Medicine, vol. 3, no. 10, article e420, 2006.
- T. Ohta, K. Iijima, M. Miyamoto et al., “Loss of KEAP1 function activates NRF2 and provides advantages for lung cancer cell growth,” Cancer Research, vol. 68, no. 5, pp. 1303–1309, 2008.
- B. Padmanabhan, K. I. Tong, T. Ohta et al., “Structural basis for defects of KEAP1 activity provoked by its point mutations in lung cancer,” Molecular Cell, vol. 21, no. 5, pp. 689–700, 2006.
- T. Shibata, A. Kokubu, M. Gotoh et al., “Genetic alteration of KEAP1 confers constitutive NRF2 activation and resistance to chemotherapy in gallbladder cancer,” Gastroenterology, vol. 135, no. 4, pp. 1358.e4–1368.e4, 2008.
- N. J. Yoo, H. R. Kim, Y. R. Kim, C. H. An, and S. H. Lee, “Somatic mutations of the KEAP1 gene in common solid cancers,” Histopathology, vol. 60, no. 6, pp. 943–952, 2012.
- Y. Hu, Y. Ju, D. Lin, Z. Wang, Y. Huang, S. Zhang, et al., “Mutation of the NRF2 gene in non-small cell lung cancer,” Molecular Biology Reports, vol. 39, no. 4, pp. 4743–4747, 2012.
- Y. R. Kim, J. E. Oh, M. S. Kim et al., “Oncogenic NRF2 mutations in squamous cell carcinomas of oesophagus and skin,” The Journal of Pathology, vol. 220, no. 4, pp. 446–451, 2010.
- T. Shibata, A. Kokubu, S. Saito, et al., “NRF2 mutation confers malignant potential and resistance to chemoradiation therapy in advanced esophageal squamous cancer,” Neoplasia, vol. 13, pp. 864–873, 2011.
- H. Sasaki, M. Shitara, K. Yokota, Y. Hikosaka, S. Moriyama, M. Yano, et al., “Increased NRF2 gene (NFE2L2) copy number correlates with mutations in lung squamous cell carcinomas,” Molecular Medicine Reports, vol. 6, no. 2, pp. 391–394, 2012.
- H. Sasaki, M. Shitara, K. Yokota, Y. Hikosaka, S. Moriyama, M. Yano, et al., “RagD gene expression and NRF2 mutations in lung squamous cell carcinomas,” Oncology Letters, vol. 4, pp. 1167–1170, 2012.
- A. Singh, M. Bodas, N. Wakabayashi, F. Bunz, and S. Biswal, “Gain of NRF2 function in non-small-cell lung cancer cells confers radioresistance,” Antioxidants and Redox Signaling, vol. 13, no. 11, pp. 1627–1637, 2010.
- T. Yamadori, Y. Ishii, S. Homma, Y. Morishima, K. Kurishima, K. Itoh, et al., “Molecular mechanisms for the regulation of NRF2-mediated cell proliferation in non-small-cell lung cancers,” Oncogene, vol. 31, pp. 4768–4777, 2012.
- A. K. Bauer, H. Y. Cho, L. Miller-Degraff, C. Walker, K. Helms, J. Fostel, et al., “Targeted deletion of NRF2 reduces urethane-induced lung tumor development in mice,” PLoS ONE, vol. 6, no. 10, Article ID e26590, 2011.
- H. Y. Cho and S. R. Kleeberger, “NRF2 protects against airway disorders,” Toxicology and Applied Pharmacology, vol. 244, no. 1, pp. 43–56, 2010.
- R. Wang, J. An, F. Ji, H. Jiao, H. Sun, and D. Zhou, “Hypermethylation of the KEAP1 gene in human lung cancer cell lines and lung cancer tissues,” Biochemical and Biophysical Research Communications, vol. 373, no. 1, pp. 151–154, 2008.
- P. Zhang, A. Singh, S. Yegnasubramanian et al., “Loss of kelch-like ECH-associated protein 1 function in prostate cancer cells causes chemoresistance and radioresistance and promotes tumor growth,” Molecular Cancer Therapeutics, vol. 9, no. 2, pp. 336–346, 2010.
- N. Hanada, T. Takahata, Q. Zhou, et al., “Methylation of the KEAP1 gene promoter region in human colorectal cancer,” BMC Cancer, vol. 12, article 66, 2012.
- L. A. Muscarella, R. Barbano, V. D'Angelo et al., “Regulation of KEAP1 expression by promoter methylation in malignant gliomas and association with patient's outcome,” Epigenetics, vol. 6, no. 3, pp. 317–325, 2011.
- S. Yu, T. O. Khor, K. L. Cheung et al., “NRF2 expression is regulated by epigenetic mechanisms in prostate cancer of TRAMP mice,” PLoS ONE, vol. 5, no. 1, Article ID e8579, 2010.
- T. O. Khor, Y. Huang, T. Y. Wu, L. Shu, J. Lee, and A. N. Kong, “Pharmacodynamics of curcumin as DNA hypomethylation agent in restoring the expression of NRF2 via promoter CpGs demethylation,” Biochemical Pharmacology, vol. 82, no. 9, pp. 1073–1078, 2011.
- I. M. Fingerman, L. McDaniel, X. Zhang et al., “NCBI epigenomics: a new public resource for exploring epigenomic data sets,” Nucleic Acids Research, vol. 39, supplemen 1, pp. D908–D912, 2011.
- I. M. Fingerman, X. Zhang, W. Ratzat, N. Husain, R. F. Cohen, and G. D. Schuler, “NCBI epigenomics: what's new for 2013,” Nucleic Acids Research, vol. 41, no. 1, pp. D221–D225, 2013.
- J. H. Lee, T. O. Khor, L. Shu, Z. Y. Su, F. Fuentes, and A. N. Kong, “Dietary phytochemicals and cancer prevention: NRF2 signaling, epigenetics, and cell death mechanisms in blocking cancer initiation and progression,” Pharmacology & Therapeutics, vol. 137, no. 2, pp. 153–171, 2012.