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,
,1
* Laboratory of Respiratory Biology, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA;
Center for Clinical Epidemiology Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA;
Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA;
Pulmonary, Allergy and Critical Care Division, Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA;
|| Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; and
¶ Center for TARA, University of Tsukuba, Tennoudai, Tsukuba, Japan
2Correspondence: National Institute of Environmental Health Sciences, 111 T.W. Alexander Dr., Bldg 101, Rm. D240, Research Triangle Park, North Carolina 27709, USA. E-mail: kleeber1{at}niehs.nih.gov
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ABSTRACT |
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 TOP ABSTRACT INTRODUCTIONMATERIALS AND METHODSRESULTSDISCUSSIONREFERENCES |
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Key Words: antioxidant • reactive oxygen species • ALI • acute respiratory distress syndrome • trauma • oxidative stress • translational
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INTRODUCTION |
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TOPABSTRACTINTRODUCTIONMATERIALS AND METHODSRESULTSDISCUSSIONREFERENCES |
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. ALI is characterized by pulmonary edema and inflammation with resultant severe systemic hypoxemia. It is hypothesized that oxidant stress due to excessive reactive oxygen species (ROS) is a major contributor in the pathogenesis of ALI (2
, 3)
. ROS can be generated by infiltrating inflammatory cells (4)
or residential pulmonary cells, including endothelium (5)
, and can cause cellular damage by oxidizing nucleic acids, proteins, and membrane lipids (6)
. Cellular antioxidants (e.g., glutathione, catalase, and superoxide dismutase) and antioxidant vitamins (e.g., ascorbic acid and tocopherols) protect tissues against oxidative tissue damage. Imbalance between oxidant load and antioxidant defense enhances tissue susceptibility to oxidative stress.
The varied incidence of ALI in specific patient groups suggests that genetic factors may have a role in modulating development of this complex disorder (7
8
9)
. Our positional cloning studies in inbred mice (10
, 11)
identified Nrf2 (NF-E2 related factor 2) as a candidate susceptibility gene for hyperoxia-induced lung inflammation and injury, a model of ALI. NRF2 is a "cap‘n’collar" basic leucine zipper (CNC-bzip) transcription factor associated with Kelch-like ECH associating protein 1 (KEAP1) and is predominantly localized in the cytoplasm of unstressed cells (12)
. Oxidative stress disrupts sequestration of NRF2 by KEAP1 and permits NRF2 translocation to the nucleus (13)
. NRF2 then dimerizes with small Maf or the AP-1 family of proteins and binds to the consensus sequence 5'GTGACNNNGC-3' [known as antioxidant response element (ARE)] to induce transcription of ARE-bearing detoxifying enzymes such as NAD(P)H:quinone oxidoreductase, certain glutathione-S-transferases, and 
-glutamate cysteine ligase regulatory subunit, as well as classical antioxidant enzymes (e.g., catalase and superoxide dismutase), and heme oxygenase-1 (14
, 15)
. Therefore, NRF2 appears to be an essential regulatory element in response to oxidant injury.
The primary objective of this study was to determine whether NRF2 is an important determinant of susceptibility to ALI. To address this objective, we first identified novel single nucleotide polymorphisms (SNPs) in human NRF2; we then tested gene regulation and protein function of these novel SNPs; finally, we tested the association of functionally important SNPs with differential risk for ALI in patients after major trauma (see Fig. 1
). This translational investigation is the first to test whether a functionally relevant candidate gene for susceptibility to ALI that was identified by positional cloning in mice is associated with susceptibility to ALI in human subjects.
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MATERIALS AND METHODS |
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TOPABSTRACTINTRODUCTIONMATERIALS AND METHODSRESULTSDISCUSSIONREFERENCES |
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. In addition, as these 40 samples included 10 subjects each from different ethnic backgrounds (10 each of European, African, Asian, and Native American descent), we had a detection rate of 90% for SNPs present in as little as 10% of each ethnic background (16)
. We designed primers (Sigma Genosys, The Woodlands, TX, USA) to span the entire coding region and the proximal 1 kilobases (kb) of the NRF2 promoter. Nonsynonomous coding region polymorphisms alter amino acids in the translated protein and can have deleterious effects on function, conformation, and activity. Proximal promoter SNPs in regulatory regions and enhancer elements can affect transcription efficiency of the message, generating varying levels of mRNA and protein, and can impact critical signal transduction pathways within the cell or tissue. Sequence results were aligned and verified by overlapping reads using additional internal primers (Sigma Genosys).
Genotyping for –617 and –651 SNPs
We sequenced the –738 to –461 region of the NRF2 promoter to detect the two polymorphisms we found to be functionally relevant using our reporter gene assays (see below). For adequate coverage of the polymorphic region, primers were designed at least 50 to 100 basepairs (bp) away from the SNP site. To obtain a GC clamp for robust sequencing, we amplified the region from –738 to –461. We amplified the site from 100 ng of genomic DNA using the Epicenter Failsafe system (Madison, WI, USA), purified products with the GenElute PCR cleanup kit (Sigma Chemical, St. Louis, MO, USA), and performed sequencing reactions with dGTP dye terminator kits (Applied Biosystems, Foster City, CA, USA). Purified products were analyzed on an ABI 377 Automated DNA Sequencer (Applied Biosystems). Primer sequences and PCR conditions are listed in Table 1
.
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Reporter gene assays
Reporter gene assays are used to determine effects of promoter mutations on transcriptional activity of the adjacent gene. The pGL3 basic reporter vector contains a genetically engineered firefly luciferase gene lacking a promoter. When promoter regions are cloned into the pGL3 vector upstream of the luciferase gene, there is strong transcriptional activation and expression of luciferase. Mutations (e.g., insertions/deletions and SNPs) in the promoter of the target gene can influence transcriptional activity of the luciferase reporter gene that is detected fluorometrically vs. an internal control. We amplified the 5'-flanking region of genomic NRF2 to generate two constructs [–727 to +131 bp, (727-Luc) and –538 to +131bp (538-Luc, lacking the SNPs)] and three polymorphic variants of the 727-Luc sequence and cloned products upstream of the luciferase reporter gene of pGL3 (Promega, Madison, WI, USA). To determine whether or not the SNPs influenced the message levels, the –727 to +131 region of NRF2 containing the individual SNPs was cloned upstream of a reporter gene, luciferase, and its expression was analyzed by transient transfection using reporter assays. The role of the –727 to –538 promoter region, which contains the two functionally relevant SNPs, was investigated by generating two constructs and comparing their promoter activity. Constructs were verified by sequencing and transiently transfected into A549 cells (American Type Culture Collection, Manassas, VA, USA) as described previously (17)
. Luciferase activity was assessed in three independent samples, and all experiments were repeated in triplicate. We tested for differences between groups by one-way ANOVA with Student-Newman-Keuls (SNK) a posteriori comparisons of means (Sigma Stat, SPSS Science, Inc., Chicago, IL, USA). A two-sided P value of <0.05 was considered statistically significant.
Electrophoretic mobility shift assay
Electrophoretic mobility shift assay (EMSA) allows visualization of transcription factor binding to promoter regulatory sequences and is used to assess effects of mutations at regulatory regions of genes. Radioactively labeled promoter DNA sequences are incubated with the nuclear proteins isolated from mammalian cells yielding DNA:protein complexes. Migration of the labeled probe on a polyacrylamide gel will be retarded or shifted due to the binding of a protein(s). Competition with the unlabeled probe or mutations or deletions in the DNA sequence of the probe will diminish or abolish the binding. The specificity of the shifted bands may be further confirmed using antibodies specific to the protein of interest. In the present study, an aliquot (5 µg) of human lung nuclear protein (Active Motif, Carlsbad, CA, USA) was incubated on ice with binding buffer for 15 min, followed by addition of 3 x 104 cpm [32P]ATP (Amersham Biosciences, Piscataway, NJ, USA) end-labeled wild-type or variant probes (Table 1)
and incubated for 30 min at room temperature. We used short (26 bp) and long (62 bp) fragment sequences for the EMSA experiments. The short fragment overlaps only the consensus sequence for NRF2, whereas the long fragment overlaps potential binding sites for AP-1, myeloid zinc finger-1 MZF1, and NRF2. The binding of transcription factors to their cognate sites is also influenced by the presence of flanking DNA sequences. Thus, to assess the influence of flanking MZF1 and AP-1 sites on the binding of NRF2 at the ARE-like element, we performed EMSA assays using a fragment containing all three sites. The protein binding of this fragment was compared with that of a shorter fragment, which contains only the ARE-like site. A higher degree of specificity is conferred with shorter oligonucleotide fragments, since there is a lower likelihood of nonspecific hybridization. To analyze specific binding of NRF2 at the –617 polymorphic site, nuclear proteins (5 µg) were preincubated with polyclonal rabbit anti-NRF2 antiserum (2 µl; ref 15
) or control serum (2 µl) and processed for EMSA as described above. Samples were electrophoresed and autoradiographed with an intensifying screen at –70°C. We tested for statistically significant differences in DNA-NRF2-antibody complex formation between wild-type, heterozygous, and variant genotypes using one-way ANOVA with SNK a posteriori comparisons of means (Sigma Stat).
Association of SNPs with ALI in human subjects
Study participants
With the goal of testing the association of only the functional SNPs with development of ALI, we conducted a nested case control study of subjects with major trauma. These human data are part of a prospective cohort study to determine the biological risk factors and biomarkers for development of ALI after major trauma. Subjects in this trauma cohort study met the following inclusion criteria: 1) they were admitted to a surgical intensive care unit (SICU) as a result of acute trauma directly from the hospital’s emergency department; and 2) they had an injury severity score (ISS) 
16 as calculated on the basis of information available during their first 24 h of hospitalization (18)
. Exclusion criteria were death or discharge from the SICU in the first 24 h, age <14 yr, current or prior congestive heart failure or recent myocardial infarction, severe chronic respiratory disease, morbid obesity, burns over body surface area of 30% or more, lung transplantation, and bone marrow transplantation. The subjects for this study were recruited, and data were collected between July 1, 1999 and July 1, 2001. During this time period, there were 711 subjects screened, of which 164 were eligible for the study. The vast majority of exclusions (>98%) were due to subjects not having an ISS of >16. Patients were followed for 28 days.
To qualify as an ALI case, subjects had to meet all ALI criteria within the first 5 days after major trauma. We used the standard criteria of the American European Consensus Conference (AECC) definition while tracheally intubated and receiving assisted ventilation: acute onset; bilateral pulmonary infiltrates on chest radiograph consistent with pulmonary edema; no evidence of left atrial hypertension; and a ratio of arterial oxygen tension to fraction of inspired oxygen (PaO2/FiO2) 
300 (19)
. Study subjects were screened daily from the time of admission, and physician investigators reviewed the arterial blood gases and chest radiographs for classification of ALI. Although this cohort study was designed with ALI as the outcome variable, 86% of subjects with ALI also met AECC criteria for ARDS (PaO2/FiO2200) (19)
at the time of identification, and >97% of ALI subjects met this criterion for ARDS during the first 5 days after a traumatic event. Thus, in this study population, the term "ALI" also describes subjects with ARDS.
Trained study coordinators prospectively collected all clinical data using standardized research case report forms designed for the trauma cohort study without knowledge of genotype. We collected blood samples from residual EDTA blood samples otherwise drawn for clinical purposes at the time of admission to the emergency department. Samples were centrifuged, and we extracted genomic DNA from thawed buffy coat aliquots using the Qiagen Qiamp 96 DNA blood kit (Qiagen, Valencia, CA, USA). Negative controls were included in all DNA extraction runs. The institutional review board of the University of Pennsylvania approved the study protocol. A waiver of consent was granted for the following reasons: 1) the study would be impossible to do with consent; 2) the use of otherwise discarded materials constitutes a minimal risk study; 3) the only potential risk to participants was potential loss of confidentiality, and this was protected by encryption and removing all possible patient identifiers from the sample; 4) at the time of publication there were no clearly established disease associations with our candidate gene; and 5) we had neither the ability nor the intent to contact participants in the event that NRF2 (or any other gene) became clearly associated with human disease in the future.
We selected 30 subjects with ALI as cases (the first 15 sequentially accrued subjects within each of 2 ancestry strata: African descent and European descent). Two controls (i.e., subjects who did not develop ALI but met the same inclusion and exclusion criteria for enrollment in the trauma cohort) for each case were matched on ancestry and ISS stratum (16–19, 20–29, 30–39, 40 and above). Thus half of the matched sets in the study were African descent and half were European descent (each with 15 cases and their 30 matched controls), as ascertained and classified by study coordinators.
Statistical analysis of the human study
We tested allelic distributions at each locus for Hardy-Weinberg equilibrium via the STATA 8.0 "genhw" command (STATA Data Corp, College Station, TX, USA). Potential haplotype effects were assessed by testing nonrandom associations using multilocus tests to measure total pairwise disequilibrium between any two loci, using the "hapipf" command in STATA 8.0 (20
, 21)
. The association between individual genotype and ALI was conditioned on matched pair grouping using conditional logistic regression methods, which extends McNemar’s test to multiple controls. To assess the potential confounding effects of clinical variables in the relationship of NRF2 genotype with ALI risk, we used multivariable conditional logistic regression models. Because the number of cases was 30 we added potential confounders to the base model (containing genotype and ALI case designation) one at a time. Adjusted odds ratios were reported for the following potential confounder variables: age, gender, mechanism of trauma (categorized as blunt or penetrating), and APACHE II score (22)
. For the purposes of this analysis, the APACHE II score was calculated without the PaO2 and FiO2 variables. In addition, we evaluated the potential confounding effects of fluid and blood resuscitation by including the following variables as potential confounders: volume of packed red blood cells, crystalloid fluids, and fresh frozen plasma administered within the first 24 h of trauma. A two-sided P value of 0.05 was considered significant in all analyses. To fulfill asymptotic assumptions in the regression models, LogXact v2.1 (Cytel Software, Cambridge MA, USA) was used to generate exact P values from the conditional logistic regression models. As all clinical and genotyping data were complete, no imputation strategies were employed.
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RESULTS |
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TOPABSTRACTINTRODUCTIONMATERIALS AND METHODSRESULTSDISCUSSIONREFERENCES |
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A). Polymorphism allelic frequencies for –617 and –653 were >10% (2 mutant alleles/20 screened) in the four ethnic groups (Table 2
).
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We used transcription factor motif analysis (TRANSFAC; ref23
) to assess transcription factor binding potential in the promoter regions that contain the polymorphisms and whether the substitutions may disrupt transcription factor binding. These analyses revealed that variations at –653/-651 and –617 may potentially alter the consensus recognition sequences for MZF1 and NRF2, respectively (Fig. 2B
), suggesting that these polymorphisms may affect NRF2 transcription. To examine this concept, we transiently transfected the 727-Luc (or –617C allele) and 538-Luc (which lack the polymorphisms) into A549 cells and basal level activity of the NRF2 promoter with or without polymorphisms was determined. Compared to the basic pGL3-vector, the 538-Luc displayed a significantly higher level of activity (P<0.001; Fig. 3
). The –538 to +131 bp region of NRF2 (538-Luc) contains regulatory elements that drive the promoter activity above the levels seen with the promoter-less basic vector. However, the inclusion of –538 to –727 region to the 538-Luc construct further enhanced the reporter activity. These results indicate that the –538 to +131 bp region acts as a basal promoter, while the –538 to –727 region acts as an enhancer. Relative to 538-Luc, the 727-Luc reporter had 4-fold higher luciferase activity (P<0.001; Fig. 3
), indicating that the –538 to –727 region most likely contains DNA sequences required for high level NRF2 promoter activity.
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SNP function
We cloned the 727 bp NRF2 promoter bearing the indicated polymorphisms upstream of the Luc gene to determine functional significance of NRF2 promoter polymorphisms. Variants and putative cis-elements, such as AP-1-like and ARE-like sites, encompassed the SNP region (–659 to –608; Fig. 4
). The MZF1, AP1-like, and ARE-like sites mediate transcriptional responses and have been shown to play key regulatory roles in various cellular responses after toxic and oxidant insults (13
, 24
, 25)
. Given the significance of these sites in the regulation of gene expression, we examined whether they regulate NRF2 gene expression. In transient transfection assays, luciferase activity was significantly (P<0.001) higher in –617 C wild-type compared to promoter constructs bearing –617 A and –651 A variants (Fig. 4)
. Basal activity of cells transfected with a promoter construct bearing –651 A and –653 G polymorphisms differed significantly (P=0.014) from that of cells transfected with –651 A alone. Thus, it is likely that promoter polymorphisms at positions –617 (C to A) or –651 (G to A) affect basal level expression of NRF2, thereby resulting in attenuation of ARE-mediated gene transcription.
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Five hour treatment of cells with oxidative-stress agents hydrogen peroxide (H202, 200 µM), cadmium chloride (CdCl2, 30 µM), and butylated hydroxytoluene (BHT, 100 µM) did not significantly affect luciferase expression driven by wild-type and polymorphic constructs in A549 cells (Kleeberger et al., unpublished data). NRF2 mRNA and protein levels are highly abundant in various tissues/cell types including airway epithelial cells, alveolar type II cells, and macrophages (15)
. Because these stress inducing agents that activate antioxidant enzyme expression failed to further enhance NRF2 mRNA levels above the basal level, our data are consistent with the contention that the –617 and –651 SNPs affect the basal NRF2 message levels.
Importantly, formation of protein-DNA complex was significantly diminished in heterozygotes (P<0.001) and variants (P<0.001) for the –617 polymorphism in the ARE-like sequence (Fig. 5
). The significant reduction of protein-DNA complex indicates that the –617 SNP affects efficient binding of proteins, such as NRF2, to the ARE-like site. In other words, NRF2 binds less efficiently to ARE-like sequences that contain the –617 polymorphism, as compared with the wild-type allele. Supershift assays with anti-NRF2 antiserum revealed binding of NRF2 to the wild-type ARE-like sequence, suggesting that NRF2 autoregulates transcription through this promoter region. In support of this notion, Kwak et al. (26)
showed that NRF2 binds to the ARE-like element of the mouse Nrf2 promoter (–754) and up-regulates its transcription.
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Association of functional SNPs with risk of ALI
Based on these functional data, we next asked whether the –617 and –651 polymorphisms increased the risk for ALI in our sample of 90 patients with major trauma. The –653 polymorphism was not tested because it had relatively little functional importance compared to the other SNPs (see Fig. 4
). Combined allelic frequencies in subjects of African and European descent were within the range established by the initial screen: –617A, 11.9% (21/180); –651A, 5.1% (9/180). No significant differences in allelic frequency at the two loci were found between the European and African descent subjects. Both SNPs satisfied Hardy-Weinberg proportions in both the African-American and European populations (P>0.05). The –617 polymorphism was associated with increased risk of ALI (Table 3
). Relative to wild type (–617 C), subjects with at least one A allele at position –617 were at significantly greater risk of ALI (OR 6.44; 95% CI 1.34, 30.8; P=0.021). No significant confounding of this association was found with adjustment for clinical variables, including age, gender, mechanism of trauma, APACHE II score, and volume of fluids and blood products administered (Table 4
). Analyses of potential haplotype effects among the two promoter SNPs did not add any explanatory information to the individual SNP association, as no subjects had variants at both the –617 and –651 loci.
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DISCUSSION |
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TOPABSTRACTINTRODUCTIONMATERIALS AND METHODSRESULTSDISCUSSIONREFERENCES |
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, 28)
. However, candidate gene studies can be plagued by limits of theoretical assumptions of SNP function and potential multiple comparisons. We specifically designed our study to address these concerns by first using positional cloning in mice to identify a candidate susceptibility gene. We then resequenced individuals of diverse ethnic backgrounds, tested SNPs for functional relevance, and tested only those SNPs with potential function for association with ALI in a separate human population. This careful, hypothesis-driven approach limits the likelihood that our association of candidate SNPs with ALI is due to random chance alone or is a spurious type I error.
We identified Nrf2 as a susceptibility gene by using a positional cloning approach in inbred mice to identify genes that account for a significant portion of the genetic variance in susceptibility to hyperoxic lung injury and that may be tested in ALI patients (10)
. Positional cloning in rodent models has proved useful to identify disease-causing genes, including those for arthritis severity (29)
, polycystic kidney disease (30)
, and bacterial infections (31
, 32)
. Because the candidate susceptibility gene Nrf2 is essential to protection against oxidative pulmonary injury in mice (11
, 33
34
35)
, we hypothesized that polymorphisms in NRF2 resulting in decreased function similarly predispose humans to ALI.
To address this hypothesis, we initially resequenced NRF2 in four ethnically diverse populations. The genomic sequence of human NRF2 is not well characterized, and only a few SNPs have been localized to coding regions within the gene. We identified six novel SNPs in NRF2. Three promoter polymorphisms were predicted to have functional significance, and one [–617 (C/A)] significantly affects basal NRF2 expression and function. These polymorphisms were also found in a Japanese population by Yamamoto et al. (36)
. Interestingly, these mutations in NRF2 are predicted to have different effects than the Nrf2 T-336C SNP in the mouse that we found to correlate with susceptibility to hyperoxic lung injury (10)
. The human –617 and –651/–653-SNPs are predicted to affect NRF2 ARE-like and MZF1 promoter binding sites (see Results), respectively, while the mouse –336 SNP is predicted to add an SP-1 binding site to the Nrf2 promoter (10)
.
Importantly, we found that the –617 SNP was associated with an increased risk of developing ALI in a nested case-control study of at-risk patients with major trauma. This suggested a role for NRF2 in development of the syndrome. The mechanism through which NRF2 confers protection against oxidative stress likely relates to the ability of this transcription factor to regulate antioxidant and phase II enzyme genes that bear promoter AREs in their regulatory (promoter and/or enhancer) regions (37
38
39)
. It may be postulated that individuals with functional polymorphisms in NRF2 that alter basal expression of NFR2, or the ability of NRF2 to translocate from the cytoplasm to nuclear binding sites, are at enhanced risk of oxidative stress and ALI. Consistent with this hypothesis, targeted disruption of Nrf2 significantly decreased antioxidant capacity in mice, and thus enhanced susceptibility to prooxidant, -fibrotic, and -carcinogenic agents (35
, 40
, 41)
. Investigations are ongoing to determine whether NRF2 transcript levels (or activity) from lavaged cells or biopsy cells from ALI patients is different from those who do not develop ALI or ARDS.
Oxidative stress has been implicated in multiple biological processes and diseases including carcinogenesis, aging, atherosclerosis, and inflammatory disorders such as asthma and chronic obstructive pulmonary disease (42)
. Because NRF2 is critical to regulation of antioxidant defense, polymorphisms that affect NRF2 activity may have fundamental importance to these other diseases. An important implication of our findings is the potential use of the functional NRF2 SNPs as identifiers of increased risk to oxidative lung injury and thus identify susceptible individuals. Specific to the trauma population, if our findings are confirmed in other trauma populations, NRF2 genetic variation could potentially be used to identify at risk individuals for pharmacogenomic prevention trials with antioxidant strategies. Our study represents the first step toward this goal (43)
. In addition, a more complete understanding of the mechanisms through which NRF2 confers protection against oxidant injury may also lead to alternative intervention strategies. Further studies are therefore needed to examine NRF2 transcripts in other susceptible populations, as well as putative downstream target genes involved in cellular ROS detoxification.
Potential limitations of the clinical portion of our study include small sample size, uncontrolled confounding, and potential bias introduced by selection of controls. Effects of small sample size may be manifest in an error due to multiple comparisons leading to a spurious association (type I error). However, we specifically designed our study to minimize this effect by limiting our study to only the two polymorphisms that had evidence of decreased function in our in vitro studies. Small sample size may also affect the generalizability of our clinical associations to other populations, and our results need to be confirmed in other at-risk populations. Although small sample size would not be expected to produce a false positive (spurious) association, there is a reasonable chance any negative associations may be due to relatively low power (i.e., a type II error) therefore, the lack of association of the –651 SNP in the human study should be interpreted with caution.
Our results were robust when adjusted for the potential confounding effects of important baseline clinical variables; however, the odds ratios had wide confidence intervals and thus the point estimates should be interpreted with caution. Uncontrolled confounding due to population admixture is a possibility in our population; however, prior publications in our source population indicate that this effect appears to be minimal with matching on ancestry (44
45
46)
. Although selection bias may be an important factor in many case control studies, we minimized selection bias by performing a nested case control study drawing our entire study population from an existing cohort study. In a complex disorder such as ALI, a SNP association could be due to the effects of other polymorphisms, both within NRF2 and at loci nearby. Although this may be true in our study, given the clear functional evidence for the –617 variant, we do not believe undetermined haplotype effects will diminish the importance of our findings.
In conclusion, we identified functional polymorphisms in the promoter of NRF2 that are found in relatively high frequency among multiple ethnic populations. We also present epidemiological evidence of an association of an NRF2 polymorphism with ALI risk in a well-characterized clinical at-risk group. This study demonstrates the utility of inbred mouse models for identification of candidate genes in human disease processes when traditional family-based approaches are not feasible and illustrates a candidate gene association approach based on solid laboratory evidence of altered gene function. Future investigations will be instrumental in confirming our observations in additional populations at risk for ALI, as well as investigating the role of NRF2 in other oxidant-related disease processes such as carcinogenesis, aging, atherosclerosis, and chronic inflammatory disorders.
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ACKNOWLEDGMENTS |
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FOOTNOTES |
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Received for publication November 28, 2006. Accepted for publication February 8, 2007.
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