Arachidonate 5-Lipoxygenase Promoter Genotype, Dietary Arachidonic Acid, and Atherosclerosis
James H. Dwyer, Ph.D., Hooman Allayee, Ph.D., Kathleen M. Dwyer, Ph.D., Jing Fan, M.S., Huiyun Wu, Ph.D., Rebecca Mar, B.S., Aldons J. Lusis, Ph.D., and Margarete Mehrabian, Ph.D.
Background Leukotrienes are inflammatory mediators generatedfrom arachidonic acid (polyunsaturated n6 fatty acid)by the enzyme 5-lipoxygenase. Since atherosclerosis involvesarterial inflammation, we hypothesized that a polymorphism inthe 5-lipoxygenase gene promoter could relate to atherosclerosisin humans and that this effect could interact with the dietaryintake of competing 5-lipoxygenase substrates.
Methods We determined 5-lipoxygenase genotypes, carotid-arteryintimamedia thickness, and markers of inflammation ina randomly sampled cohort of 470 healthy, middle-aged womenand men from the Los Angeles Atherosclerosis Study. Dietaryarachidonic acid and marine n3 fatty acids (includinga competing 5-lipoxygenase substrate that reduces the productionof inflammatory leukotrienes) were measured with the use ofsix 24-hour recalls of food intake.
Results Variant 5-lipoxygenase genotypes (lacking the commonallele) were found in 6.0 percent of the cohort. Mean (±SE)intimamedia thickness adjusted for age, sex, height,and racial or ethnic group was increased by 80±19 µm(95 percent confidence interval, 43 to 116; P<0.001) amongcarriers of two variant alleles, as compared with carriers ofthe common (wild-type) allele. In multivariate analysis, theincrease in intimamedia thickness among carriers of twovariant alleles (62 µm, P<0.001) was similar in thiscohort to that associated with diabetes (64 µm, P=0.01),the strongest common cardiovascular risk factor. Increased dietaryarachidonic acid significantly enhanced the apparent atherogeniceffect of genotype, whereas increased dietary intake of n3fatty acids blunted the effect. Finally, the plasma level ofC-reactive protein, a marker of inflammation, was increasedby a factor of 2 among carriers of two variant alleles as comparedwith that among carriers of the common allele.
Conclusions Variant 5-lipoxygenase genotypes identify a subpopulationwith increased atherosclerosis. The observed dietgeneinteractions further suggest that dietary n6 polyunsaturatedfatty acids promote, whereas marine n3 fatty acids inhibit,leukotriene-mediated inflammation that leads to atherosclerosisin this subpopulation.
Eicosanoids are lipid mediators of inflammation and hypersensitivityreactions,1 and arachidonate 5-lipoxygenase is the key enzymein the oxidative biosynthesis of a class of paracrine and autocrineeicosanoids known as leukotrienes.2 The dihydroxy leukotrieneB4 is a potent leukocyte chemoattractant, whereas the cysteinylleukotrienes increase vascular permeability and promote contractionof vascular smooth muscle.3 The cysteinyl leukotrienes havebeen linked to asthma,4 and 5-lipoxygenase promoter genotypeshave been identified that interacted strongly with the effectsof 5-lipoxygenase inhibition in patients with asthma.5,6 Thisdruggene interaction suggested a functional differencein the 5-lipoxygenase pathway between carriers of at least onecommon (wild-type) allele and carriers of two variant alleles.
Atherosclerosis is a chronic inflammatory process involvingthe recruitment and accumulation of monocytes, macrophages,and dendritic cells in artery walls, where they become loadedwith modified and aggregated low-density lipoproteins (LDLs).7,8Molecular determinants of the pathologic chronicity of thisprocess are unknown.
The 5-lipoxygenase pathway has been linked to atherosclerosisin mouse models9,10 and in a histologic study in humans.11 Thesefindings suggested the hypothesis that variation in the 5-lipoxygenasepromoter could alter eicosanoid-mediated inflammatory circuitsin the artery wall and promote atherogenesis. Since the intakeof arachidonic acid increases12,13 and the intake of marinen3 fatty acids reduces14 the production of leukotrieneB4 in human monocytes, we further hypothesized that dietaryintake of competing 5-lipoxygenase substrates would interactwith an atherogenic effect of genotype. We investigated thesehypotheses by relating carotid-artery intimamedia thicknessto 5-lipoxygenase promoter genotypes and dietary intake in theLos Angeles Atherosclerosis Study.15 Intimamedia thicknessis an indicator of systemic atherosclerosis that strongly predictsatherothrombotic events.16
Methods
Cohort
The cohort of 573 women (age, 45 to 60 years) and men (age,40 to 60 years) was free of diagnosed cardiovascular diseasewhen randomly sampled from an employee population.17 Hispanicsubjects and smokers were oversampled, and the participationrate was 85 percent. Base-line examinations in 19951996were followed by two examinations at 1.5-year intervals, inwhich buffy coat was collected (from 500 subjects) for DNA extraction.
The study protocol was approved by the institutional reviewboard of the Keck School of Medicine in Los Angeles. All subjectsprovided written informed consent.
Carotid IntimaMedia Thickness
The degree of atherosclerosis in the posterior wall of the commoncarotid arteries was estimated bilaterally in the base-lineexamination as intimamedia thickness by high-resolutionB-mode ultrasonography, as described previously.18 The coefficientof variation was 2.8 percent for repeated scans by differentsonographers.18
Genotyping
DNA was isolated from 500 subjects, and the number of tandemSp1 binding motifs (5'GGGCGG3') in the 5-lipoxygenase (ALOX5)promoter was determined in 470 subjects according to previouslydescribed methods.5 This group included non-Hispanic whites(55.1 percent), Hispanic subjects (29.6 percent), Asian or PacificIslanders (7.7 percent), blacks (5.3 percent), and other groups(2.3 percent). The genotype of 30 specimens could not be determinedowing to polymerase-chain-reaction failure. The resulting sixalleles had relative frequencies of 2.9 percent, 13.1 percent,80.5 percent, 2.8 percent, 0.5 percent, and 0.2 percent forthree, four, five, six, seven, or eight tandem Sp1 motifs, respectively.Variant alleles involved deletions (one or two) or additions(one, two, or three) of Sp1 motifs to the five tandem motifsin the common allele. The distribution of the genotypes didnot significantly deviate from that expected by random combinationof variant and common alleles within any of the racial or ethnicgroups (P0.05 according to HardyWeinbergequilibrium 2).
Laboratory Measurements
Data on serum lipid levels were available for all 470 genotypedsubjects. Plasma levels of C-reactive protein, interleukin-6,interleukin-8, and tumor necrosis factor were measured at baseline in 27 of the 28 carriers of two variant alleles and in38 matched carriers of the common allele, with the use of commerciallyavailable, high-sensitivity kits. Fatty acids in frozen plasmawere also measured in this subgroup (at the Heber Laboratoryat UCLA) for validation of dietary measurements.
Dietary Intake
Six 24-hour recalls of food intake were obtained from the subjectsover a period of 1.5 years with the use of the Nutrition DataSystem.19 Fatty-acid intake (expressed as grams per 1000 kcal)was averaged over the six dietary recalls. Intakes of long-chainn3 polyunsaturated fatty acids (eicosapentaenoic anddocosahexaenoic acids) were summed, owing to the high correlationbetween the intake of these two fatty acids (rank-order correlation,0.85). The intakes of arachidonic acid and its metabolic precursor(linoleic acid) were only weakly correlated (r=0.15) and wereestimated separately. Plasma and tissue levels of linoleic acidand long-chain n3 polyunsaturated fatty acids correlatewith dietary intake of corresponding fatty acids,20 and theseassociations were estimated in a validation subsample of 66subjects. Spearman correlations between dietary intake (expressedas grams per 1000 kcal) and the corresponding fatty acid inplasma (expressed as a percentage of total fatty acids) were0.53 (P<0.001) for eicosapentaenoic plus docosahexaenoicacids and 0.32 (P=0.01) for linoleic acid.
Statistical Analysis
Adjusted means and P values for differences between genotypegroups were estimated at the mean value of covariates by least-squaresregression. The relative odds of an elevated intimamediathickness were estimated by ordinal logistic regression withthe use of deciles of intimamedia thickness as the ordinaloutcome. For figures depicting relations according to threeordinally ranked groups, reported P values are from models withcontinuous ordinal variables. The covariates in statisticalmodels relating intimamedia thickness to genotype wereage, interaction of genotype with age (centered at 50 yearsof age), sex, height, and racial or ethnic group (model 1);all factors in model 1 plus cigarette-smoking status (currently,formerly, or never), level of physical activity, dietary intakeof saturated fat (expressed as a percentage of energy intake),and intake of alcohol (model 2, behavioral risk factors); andall factors in model 2 plus serum cholesterol level, serum high-densitylipoprotein (HDL) cholesterol level, systolic blood pressure,body-mass index (the weight in kilograms divided by the squareof the height in meters), presence or absence of diabetes (type1 or 2), use of antihypertensive medication, and use of lipid-loweringmedication (model 3, biologic risk factors and preventive treatments).
The primary analyses compared carriers of at least one commonallele with carriers of two variant alleles. This categorizationwas derived from a pharmacogenetic interaction involving thesetwo genotype groups.6 Some a posteriori comparisons for additional5-lipoxygenase genotype subgroups are also presented for thepurpose of hypothesis generation.
Results
Genotyping yielded 442 carriers of the 5-lipoxygenase commonallele (94.0 percent) and 28 carriers of two variant alleles(6.0 percent). Major cardiovascular risk factors are presentedfor the cohort in Table 1, according to promoter genotype. Nosignificant differences between carriers of the common alleleand carriers of two variant alleles were apparent. However,the prevalence of variant genotypes did differ across racialand ethnic groups (P<0.001 by the chi-square test), withhigher prevalences among Asians or Pacific Islanders (19.4 percent),blacks (24.0 percent), and other racial or ethnic groups (18.2percent) than among Hispanic subjects (3.6 percent) and non-Hispanicwhites (3.1 percent).
Table 1. Major Cardiovascular Risk Factors According to 5-Lipoxygenase Genotype.
5-Lipoxygenase Polymorphism and Atherosclerosis
Means and medians of carotid intimamedia thickness accordingto 5-lipoxygenase genotype are presented in Table 2. The significancelevel of the unadjusted elevation of intimamedia thicknessin the group with two variant alleles was confirmed by nonparametricbootstrap analysis. After adjustment for age, sex, height, andracial or ethnic group, the mean (±SE) intimamediathickness was elevated by 80±19 µm among carriersof two variant alleles, as compared with carriers of the commonallele (95 percent confidence interval, 43 to 116; P<0.001)(Table 2). This elevation remained significant after adjustmentfor behavioral risk factors (78±19 µm, P<0.001)and biologic confounders or mediators and preventive treatments(62±17 µm, P<0.001) (Table 2). The magnitudeof the apparent genotype effect in this last model is similarto that associated with diabetes in this cohort (64±26µm, P=0.01) and larger than that associated with currentsmoking (45±11 µm, P<0.001).
Table 2. Carotid IntimaMedia Thickness According to 5-Lipoxygenase Genotype.
This apparent atherogenic effect did not significantly interactwith sex or smoking status, but it did increase with age (Pfor interaction = 0.04). The intimamedia thickness wasgreater in the group with two variant alleles within all fiveracial and ethnic categories. These differences between genotypeswere greatest among blacks and smallest among non-Hispanic whites,with the differences in other groups being intermediate (datanot shown). However, these differences were not statisticallysignificant (P=0.26).
The relative magnitude of this 5-lipoxygenase genotype associationwas estimated with the use of ordinal logistic regression. Afteradjustment for age, sex, height, and racial or ethnic group,the odds of increased wall thickness were elevated by a factorof 4 among carriers of two variant alleles as compared withcarriers of the common allele (odds ratio, 4.1; 95 percent confidenceinterval, 2.1 to 8.2; P<0.001). Adjustment for numerous potentialconfounders did not markedly attenuate this relation (odds ratio,3.7; P<0.001).
The association between genotype and intimamedia thicknesswas further investigated in five 5-lipoxygenase genotype groupsderived from combinations of common (W), deletion (D), and addition(A) alleles: DD (18 subjects), DA (9), WD (105), WA (22), andWW (315); the AA genotype was observed in only 1 subject (intimamediathickness, 661 µm). The differences among the five genotypegroups confirmed the presence of a recessive pattern of effects(Figure 1).
Figure 1. Mean (±SE) Carotid IntimaMedia Thickness (IMT) in Five 5-Lipoxygenase Genotype Groups.
Means were adjusted for age, sex, height, racial or ethnic group, smoking status, level of physical activity, dietary intake of saturated fat, and intake of alcohol by analysis of covariance. D denotes deletion alleles, A addition alleles, and W common allele (five tandem Sp1 binding motifs). P values are for the differences between indicated genotype groups.
DietGene Interactions
If the observed increase in the intimamedia thicknessin the 5-lipoxygenase variants was due to increased productionof leukotrienes (e.g., leukotriene B4), then increased availabilityof the 5-lipoxygenase substrate arachidonic acid and its metabolicprecursor (linoleic acid) could amplify the atherogenic effectof the variant genotypes. Similarly, increased intake of eicosapentaenoicand docosahexaenoic acids could reduce the production of inflammatoryleukotrienes and inhibit this effect.14
Increased intimamedia thickness was significantly associatedwith intake of both arachidonic acid (P for trend <0.001)and linoleic acid (P for trend = 0.03) among carriers of twovariant alleles (Figure 2A and Figure 2B) but not among carriersof the common allele (P values for interaction are listed inFigure 2). In contrast, the intake of marine n3 fattyacids was significantly and inversely associated with intimamediathickness only among carriers of two variant alleles (P fortrend = 0.007) (Figure 2C). Dietgene interactions werespecific to these fatty acids and were not observed for dietaryintake of monounsaturated fat (Figure 2D), saturated fat (Figure 2E),or other measured fatty acids (data not shown).
Figure 2. DietGene Interactions between Dietary Intake of Arachidonic Acid (Panel A), Linoleic Acid (Panel B), Eicosapentaenoic Acid (EPA) plus Docosahexaenoic Acid (DHA) (Panel C), Monounsaturated Fatty Acids (Panel D), or Saturated Fatty Acids (Panel E) and the Effect of 5-Lipoxygenase Promoter Genotype on Carotid IntimaMedia Thickness (IMT).
All interactions were adjusted for age, sex, height, smoking status, and racial or ethnic group; the interactions shown in Panels A, B, and C were adjusted for one another. Arachidonic acid is 5,8,11,14-eicosatetraenoic acid (20:4n6); linoleic acid is 9,12-octadecadienoic acid (18:2n6); eicosapentaenoic acid is 5,8,11,14,17-eicosapentaenoic acid (20:5n3); and docosahexaenoic acid is 4,7,10,13,16,19-docosahexaenoic acid (22:6n3). Means (±SE) are shown. Because of rounding, categories appear to overlap.
LDLGene Interaction
LDL cholesterol levels in plasma did not differ significantlybetween 5-lipoxygenase carriers of two variant alleles and carriersof the common allele (P=0.33), nor were there significant differencesacross the five genotype groups (P=0.21 by analysis of variance)(Figure 3A). However, the LDL cholesterol level was a more potentatherogenic factor among carriers of two variant alleles thanamong carriers of the common allele (Figure 3B).
Figure 3. Mean (±SE) LDL Cholesterol Level According to the 5-Lipoxygenase Genotype Group (Panel A) and Mean (±SE) Carotid IntimaMedia Thickness (IMT) According to the LDL Cholesterol Level among Carriers of the Common 5-Lipoxygenase Allele and Carriers of Two 5-Lipoxygenase Variant Alleles (Panel B).
Estimates in Panels A and B were adjusted for age, sex, height, smoking status, and racial or ethnic group. D denotes deletion alleles, A addition alleles, and W common allele (five tandem Sp1 binding motifs). To convert values for cholesterol to milligrams per deciliter, divide by 0.02586. Because of rounding, categories appear to overlap.
5-Lipoxygenase Polymorphism and Inflammation
The level of C-reactive protein was increased by a factor of2 among carriers of two variant alleles, as compared with carriersof the common allele (mean, 2.6 vs. 1.3 mg per liter; P=0.007),and levels of interleukin-6 and tumor necrosis factor weremarginally increased by 32 percent (P=0.07) and 17 percent (P=0.11),respectively. The level of interleukin-8 was decreased by 3percent among carriers of two variant alleles (P=0.77). Theseanalyses of logarithmically transformed values included thecovariates age, sex, height, smoking status, and racial or ethnicgroup.
Discussion
We found a large increase in carotid intimamedia thicknessamong carriers of two variant 5-lipoxygenase promoter allelesas compared with carriers of the common allele. After multivariateadjustment, the apparent atherogenic effect remained as largeas that associated with diabetes. This association was alsorobust across racial and ethnic groups that differed in theprevalence of variant genotypes. This strong association contrastswith weak associations between polymorphic variation in otherinflammatory-pathway genes and cardiovascular disease outcomes.21,22,23,24
The dietgene interactions we observed suggest an effectof genotype on atherosclerosis mediated by the 5-lipoxygenasepathway. Increased dietary intake of n6 fatty acids (arachidonicacid and its metabolic precursor, linoleic acid) was associatedwith increased severity of atherosclerosis only among carriersof two variant alleles. Such an interaction would be expectedif, for example, the production of leukotrienes in the arterywall was increased and triggered atherogenesis in the variantgroup. Arachidonic acid is the primary substrate for 5-lipoxygenase,and increased intakes of linoleic acid and arachidonic acidenhance the production of leukotrienes.12,13 This increase couldinduce an atherogenic chronicity of inflammatory circuits inthe artery wall.11,25
We also found that increased dietary intake of marine n3fatty acids blunted the apparent atherogenic effect of the variantgenotypes. This interaction was also suggestive of a leukotriene-mediatedeffect, since eicosapentaenoic acid is a competing substratefor 5-lipoxygenase. Feeding eicosapentaenoic acid and docosapentaenoicacid to humans reduces the production of leukotriene B4 by activatedmonocytes.14,26,27 The intake of marine n3 fatty acidsshifts the production of leukotrienes from the more active B4form to the less active B5 form28,29 and may also induce theproduction of other antiinflammatory mediators.30 Involvementof the 5-lipoxygenase pathway in these dietgene interactionswas further implicated by the lack of such interactions withother dietary fatty acids.
There is considerable evidence that fish-oil intake protectsagainst sudden death from cardiac causes31,32 an antiarrhythmiceffect that could be mediated by cysteinyl leukotrienes.33 Takentogether, our findings suggest an antiatherosclerotic effectof fish oils among carriers of two 5-lipoxygenase variant allelesand are consistent with the occurrence of increased leukotrieneproduction in this group. The finding that LDL cholesterol wasmore atherogenic among carriers of two variant alleles is consistentwith enhanced LDL-mediated atherosclerosis in that group,34and among these subjects the C-reactive protein levels, whichincreased by a factor of two, were consistent with the presenceof markedly greater chronic arterial inflammation in this group.35
Although data on the 5-lipoxygenase pathway and atherosclerosisare limited, available evidence from two studies in animalsand a histologic study in humans is consistent with the hypothesisthat increased leukotriene production has an atherogenic effect.The extent of atherosclerosis in the aortic arch was greatlyreduced in susceptible mice carrying one null 5-lipoxygenaseallele, as compared with the extent among carriers of two functionalalleles,9 suggesting that this inflammatory pathway is importantin atherosclerosis. In a second study, foam-cell formation wasreduced in three strains of atherosclerosis-susceptible micetreated with a leukotriene-B4receptor antagonist.10 Third,a recent histologic study in humans found an abundance of 5-lipoxygenase(but not 15-lipoxygenase) in macrophages and foam cells, dendriticcells, and artery-wall cells from atherosclerotic lesions.11
Combining these findings with those of recent studies of leukotrienereceptors expressed by endothelial cells and macrophages,25,36Habenicht's group has proposed a model of leukotriene-mediatedvascular inflammation in atherosclerosis.11,25 In this model,leukotrienes produced by macrophages and dendritic cells inthe artery wall have autocrine effects and paracrine effectson endothelial cells, lymphocytes, smooth-muscle cells, andother macrophages or dendritic cells. Up-regulation of this"inflammatory circuit" by environmental or genetic factors wouldpromote atherosclerosis by enhancing the known effects of leukotrieneson the recruitment of leukocytes, endothelial-cell dysfunction,intimal edema, the proliferation of smooth-muscle cells, andimmune reactivity.11 This model suggests a mechanism wherebyincreased expression of the 5-lipoxygenase gene or activityof the enzyme in carriers of variant genotypes leads to increasedcarotid intimamedia thickness.
Although a previously reported druggene interaction suggestedthat variant 5-lipoxygenase genotypes have a strong effect onfunction,6 and the genediet interactions found in ourstudy are consistent with a hypothesis of increased leukotrieneproduction among promoter variants, findings in in vitro studiesof gene expression do not provide support for such a hypothesis.5,37Experiments with drosophila SL2 (Schneider) cells found increasedreporter construct activity for an addition allele (as comparedwith the common allele), but activity was reduced with transfectionof deletion alleles.37 Reporter constructs in HeLa cells showeda different pattern: gene expression was reduced for both additionand deletion alleles.5 However, these promoterreporterconstruct studies in nonhuman cells (Schneider) and in tumorcells that do not express 5-lipoxygenase (HeLa) may not reflectthe in vivo process of vascular inflammation. Only certain typesof cells express the 5-lipoxygenase gene, apparently as a resultof different patterns of methylation,38 and expression of thegene is regulated by activating factors. Moreover, Serio andcolleagues found that the expression of the leukotriene C4 synthasegene (a leukotriene-pathway gene) in HeLa cells was not regulatedin the same manner as that observed in a monocyte-like cellline.39 Another investigation of the effect of this polymorphismon leukotriene production by human eosinophils found that variantpromoter genotypes only showed increased leukotriene productionwhen cells were stimulated by a calcium ionophore and cyclooxygenasepathways were inhibited.40 These findings suggest that the effectof variation in the 5-lipoxygenase promoter sequence of tandemSp1 motifs on leukotriene production in the artery wall mayonly be detectable in human macrophages and dendritic cellsunder conditions that mimic the intimal microenvironment.
If the 5-lipoxygenase pathway in cells involved in atherosclerosisis down-regulated among carriers of two variant alleles, assuggested by the reduction in reporter construct activity inHeLa cells, then our observation of increased atherosclerosisamong such subjects appears paradoxical. However, inflammatorypathways are redundant and interacting,41 and down-regulationof the 5-lipoxygenase pathway can result in up-regulation ofother eicosanoid pathways.42 Other candidate eicosanoid pathwaysfor the promotion of atherosclerosis include the 15-lipoxygenaseand cyclooxygenase 2 pathways,43,44 which are also differentiallyaffected by dietary intake of n6 and marine n3polyunsaturated fatty acids.29,45 However, evidence of the atherogeniceffects of these other eicosanoid pathways is mixed,11,46,47and n3 polyunsaturated fatty acids have a much strongereffect on leukotriene production than on other eicosanoids.45
Another possible mechanism linking down-regulation of 5-lipoxygenaseto atherosclerosis in carriers of variant genotypes would involvereduced transcellular biosynthesis of antiinflammatory 5-lipoxygenaseproducts such as lipoxins.48 However, such a model is inconsistentwith the dietgene interactions we observed and with thesubstantial reduction of atherosclerosis in 5-lipoxygenasedeficientmice.9
Weaknesses of our study stem from its observational design.The 5-lipoxygenase polymorphic variation could be confoundedby unmeasured environmental or genetic factors. The large magnitudeof the apparent effect of the genotype relative to other riskfactors for atherosclerosis makes confounding with known riskfactors unlikely. Although the possibility of linkage disequilibriumwith other polymorphisms clearly cannot be ruled out, the confoundingpolymorphism must have a profound effect on atherosclerosis.Furthermore, the observed dietgene interactions providea clear link between the apparent atherogenic polymorphic effectand pathways affected by the intake of n3 and n6polyunsaturated fatty acids.
If replicated, our findings would constitute clear evidencethat genetic variation in an inflammatory pathway,7 and theleukotriene pathway in particular,49 can trigger atherogenesisin humans. These findings could lead to new dietary and targetedmolecular approaches to the prevention and treatment of cardiovasculardisease according to genotype, particularly in populations ofnon-European descent.
Supported by grants (HL-49910 for the Los Angeles AtherosclerosisStudy, to Drs. Dwyer and Dwyer, and HL-30568, to Drs. Lusisand Mehrabian) from the National Institutes of Health. Dr. Allayeewas supported by a Post-Doctoral Fellowship in Medical Geneticsthrough a National Institutes of Health Training Grant (5-T32-GM08243-15).
We are indebted to Dr. Alan Fogelman for his support and toLora Whitfield, R.N., Anne Shircore, and Jaana Hartiala forexcellent technical assistance.
Source Information
From the Department of Preventive Medicine, Keck School of Medicine, University of Southern California (J.H.D., K.M.D., J.F., H.W.); and the Departments of Human Genetics (H.A., R.M. A.J.L.) and Medicine (A.J.L., M.M.), David Geffen School of Medicine at UCLA both in Los Angeles. Prof. James Dwyer and Dr. Allayee contributed equally to this article.
Address reprint requests to Prof. James Dwyer at the Keck School of Medicine, 1000 S. Fremont Ave., Unit 8, Alhambra, CA 91803-8000, or at jimdwye{at}usc.edu.
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