Synergistic effect of α-adducin and ACE genes causes blood pressure changes with body sodium and...

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Kidney International, Vol. 57 (2000), pp. 1083–1090 VASCULAR BIOLOGY – HEMODYNAMICS – HYPERTENSION Synergistic effect of a-adducin and ACE genes causes blood pressure changes with body sodium and volume expansion CRISTINA BARLASSINA,NICHOLAS J. SCHORK,PAOLO MANUNTA,LORENA CITTERIO, MARIATERESA SCIARRONE,GIOVANNA LANELLA,GIUSEPPE BIANCHI, and DANIELE CUSI Nephrology and Postgraduate School of Nephrology, University of Milan, and Division of Nephrology, Dialysis and Hypertension, S. Raffaele Hospital, Milano, Italy; and the Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, USA Synergistic effect of a-adducin and ACE genes causes blood hypertension and its cardiac complications is still under pressure changes with body sodium and volume expansion. discussion. A series of observations has a consistent hy- Background. The genetic dissection of a polygenic, multifac- pothesis that genetic mechanisms influence the relation- torial, quantitative disease such as arterial hypertension is ham- ship between Na intake and blood pressure (BP): (1) pered by a large environmental variance and by genetic hetero- Not all humans have an increased BP when their Na geneity. Methods. To reduce the environmental variance, we mea- intake is increased, and their genetic background influ- sured the pressor response to a saline load (PRSL) and the ences this BP response [1]. (2) Salt sensitivity could be basal plasma renin activity (PRA) under very controlled condi- observed only in some, but not in all, animals in a colony tions in 145 essential hypertensive patients, as they may have of outbred, unrelated chimpanzees, the primate philo- the most direct clinical expression of the putative genetic alter- ation in renal Na handling and blood pressure (BP) regulation genetically closest to humans [2]. (3) Some rat strains caused by the a-adducin and angiotensin-converting enzyme develop genetic hypertension only if they ingest an ex- (ACE) polymorphism. cess of Na in their diets [3]. Results. PRSL was smaller in patients homozygous for the Although BP is influenced by many factors, pressure wild-type (Gly460) variant of a-adducin compared with that natriuresis plays an especially important role because it of patients bearing at least one copy of the 460Trp variant (2.5 6 0.6 vs. 7.0 6 0.9 mm Hg, P 5 0.0001), whereas the ACE expresses the ability of the kidney to adjust Na excretion genotype was not associated with differences in PRSL. Both for a given perfusion pressure. It is the major determi- a-adducin and ACE affect PRA, with lower values correlated nant of the individual BP response to body Na changes. with the number of 460Trp or D alleles (P 5 0.019 and 0.017, This key regulatory mechanism has to be reset in order respectively). Most important, a-adducin and ACE interact epistatically in determining the PRSL, doubling the variance to produce permanent BP changes [4]. Understanding explained when epistasis is taken into account (variance from its genetic control is of paramount importance in as- 7.7 to 15.5%). sessing the causes of primary hypertension [5]. Two inde- Conclusion. These findings support the involvement of ACE pendent considerations suggest that pressure natriuresis and a-adducin in PRSL and PRA control, which are of para- is influenced by many genes: (1) Multiple systems are mount importance in setting the BP level and its response to therapy. involved, such as the sympathetic, renin-angiotensin, membrane transport, natriuretic factors systems, etc. (2) Being philogenetically ancient, protective homeostatic Primary or essential arterial hypertension, which af- functions and genetic redundancy are likely to occur fects about 20% of the adult population of Western coun- [6]. The relationship between systemic arterial pressure, tries, is a major risk factor for cardiac, renal, and cerebro- renal perfusion pressure, and Na excretion developed at vascular diseases. In spite of more than 40 years of least 300- to 400-million years ago with teleosts [7]. To research, the role of excessive Na intake in promoting complicate the matter further, it should also be kept in mind that whenever an association is found between a gene polymorphism and a phenotype, the possibility that Key words: renin-angiotensin system, genetics, epistatic interaction, hypertension, pressor response, angiotensin converting enzyme. another gene mapping in close proximity to the one under study is the real causal gene cannot be excluded. Received for publication May 20, 1999 Such a phenomenon could thus complicate gene-mapping and in revised form August 26, 1999 Accepted for publication September 16, 1999 studies. The demonstration of synergistic or interactive effects of two genes mapping on different chromosomes, 2000 by the International Society of Nephrology 1083

Transcript of Synergistic effect of α-adducin and ACE genes causes blood pressure changes with body sodium and...

Page 1: Synergistic effect of α-adducin and ACE genes causes blood pressure changes with body sodium and volume expansion

Kidney International, Vol. 57 (2000), pp. 1083–1090

VASCULAR BIOLOGY – HEMODYNAMICS – HYPERTENSION

Synergistic effect of a-adducin and ACE genes causes bloodpressure changes with body sodium and volume expansion

CRISTINA BARLASSINA, NICHOLAS J. SCHORK, PAOLO MANUNTA, LORENA CITTERIO,MARIATERESA SCIARRONE, GIOVANNA LANELLA, GIUSEPPE BIANCHI, and DANIELE CUSI

Nephrology and Postgraduate School of Nephrology, University of Milan, and Division of Nephrology, Dialysis andHypertension, S. Raffaele Hospital, Milano, Italy; and the Department of Epidemiology and Biostatistics,Case Western Reserve University, Cleveland, Ohio, USA

Synergistic effect of a-adducin and ACE genes causes blood hypertension and its cardiac complications is still underpressure changes with body sodium and volume expansion. discussion. A series of observations has a consistent hy-

Background. The genetic dissection of a polygenic, multifac- pothesis that genetic mechanisms influence the relation-torial, quantitative disease such as arterial hypertension is ham-ship between Na intake and blood pressure (BP): (1)pered by a large environmental variance and by genetic hetero-Not all humans have an increased BP when their Nageneity.

Methods. To reduce the environmental variance, we mea- intake is increased, and their genetic background influ-sured the pressor response to a saline load (PRSL) and the ences this BP response [1]. (2) Salt sensitivity could bebasal plasma renin activity (PRA) under very controlled condi-

observed only in some, but not in all, animals in a colonytions in 145 essential hypertensive patients, as they may haveof outbred, unrelated chimpanzees, the primate philo-the most direct clinical expression of the putative genetic alter-

ation in renal Na handling and blood pressure (BP) regulation genetically closest to humans [2]. (3) Some rat strainscaused by the a-adducin and angiotensin-converting enzyme develop genetic hypertension only if they ingest an ex-(ACE) polymorphism. cess of Na in their diets [3].

Results. PRSL was smaller in patients homozygous for theAlthough BP is influenced by many factors, pressurewild-type (Gly460) variant of a-adducin compared with that

natriuresis plays an especially important role because itof patients bearing at least one copy of the 460Trp variant (2.5 60.6 vs. 7.0 6 0.9 mm Hg, P 5 0.0001), whereas the ACE expresses the ability of the kidney to adjust Na excretiongenotype was not associated with differences in PRSL. Both for a given perfusion pressure. It is the major determi-a-adducin and ACE affect PRA, with lower values correlated nant of the individual BP response to body Na changes.with the number of 460Trp or D alleles (P 5 0.019 and 0.017,

This key regulatory mechanism has to be reset in orderrespectively). Most important, a-adducin and ACE interactepistatically in determining the PRSL, doubling the variance to produce permanent BP changes [4]. Understandingexplained when epistasis is taken into account (variance from its genetic control is of paramount importance in as-7.7 to 15.5%). sessing the causes of primary hypertension [5]. Two inde-

Conclusion. These findings support the involvement of ACEpendent considerations suggest that pressure natriuresisand a-adducin in PRSL and PRA control, which are of para-is influenced by many genes: (1) Multiple systems aremount importance in setting the BP level and its response to

therapy. involved, such as the sympathetic, renin-angiotensin,membrane transport, natriuretic factors systems, etc. (2)Being philogenetically ancient, protective homeostatic

Primary or essential arterial hypertension, which af- functions and genetic redundancy are likely to occurfects about 20% of the adult population of Western coun- [6]. The relationship between systemic arterial pressure,tries, is a major risk factor for cardiac, renal, and cerebro- renal perfusion pressure, and Na excretion developed atvascular diseases. In spite of more than 40 years of least 300- to 400-million years ago with teleosts [7]. Toresearch, the role of excessive Na intake in promoting complicate the matter further, it should also be kept in

mind that whenever an association is found between agene polymorphism and a phenotype, the possibility thatKey words: renin-angiotensin system, genetics, epistatic interaction,

hypertension, pressor response, angiotensin converting enzyme. another gene mapping in close proximity to the oneunder study is the real causal gene cannot be excluded.Received for publication May 20, 1999Such a phenomenon could thus complicate gene-mappingand in revised form August 26, 1999

Accepted for publication September 16, 1999 studies. The demonstration of synergistic or interactiveeffects of two genes mapping on different chromosomes, 2000 by the International Society of Nephrology

1083

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Barlassina et al: Epistasis between ACE and a-adducin genes1084

both with a plausible role in causing the phenotype, METHODSwould not only strongly reinforce their involvement, but Patientsalso may help us understand the complexity of the ge-

One hundred fifty-eight essential hypertensive pa-netic architecture of BP regulation [8].tients were recruited from the “Outpatient Clinic forWe recently identified a polymorphism within theHypertension” of San Raffaele Hospital of Milano (It-

a-adducin gene, which is associated with hypertension inaly). The following exclusion criteria were used: (1) his-Milan hypertensive strain (MHS) rats and in a subset oftory of myocardial infarction, congestive heart failure,humans [9, 10]. This association has been confirmed instroke, creatinine clearance 5 80 mL/min, diabetes melli-other Caucasian [11] and Japanese populations [12, 13],tus, liver disease; (2) severe hypertension requiring im-but not by other researchers [14, 15]. Adducin is a cy-mediate treatment; (3) women on oral contraceptives;toskeleton protein with very high degree of homologyand (4) individuals who were known to abuse drugs or(94%) between rats and humans. The different a-adducinalcohol. Inclusion criteria were: (1) a BP value greaterisoforms differentially affect the Na1,K1 pump activitythan 145/95 but lower than 180/120 mm Hg in at leaston the basolateral tubular membrane, which is the driv-three consecutive visits at the outpatient clinic, and (2)ing force of overall tubular Na reabsorption [16]. Thisa 24-hour ambulatory BP recording (Spacelabs 90207)may explain why the patients with “hypertensive”with a mean daytime BP of greater than 140/90 mm(460Trp) a-adducin alleles are salt sensitive [10], have aHg, or (3) pre-existing antihypertensive treatment. Theless steep pressure natriuresis relationship [17], have anexclusion criteria of the use of oral contraceptives ledincreased proximal tubular reabsorption [18], and haveto the recruitment of far fewer women than men. Fivea larger BP fall after diuretic treatment and lower plasmapatients were later excluded because of secondary hyper-renin activity (PRA) [10] when compared with patientstension (discussed later in this article). A large numberhomozygous for the “wild-type” (Gly460) adducin allele.of the patients studied had a recent diagnosis of hyper-From an evolutionary point of view, the function oftension or had never been treated before, so they couldthe renin-angiotensin system (RAS) has been to regulateundergo the loading protocol within two to three weeks,blood volume and Na homeostasis since the emergenceprovided that their usual Na intake was around 150 mmolof amphibians, in which it is known that low nonpressorNa per day, which is the average for the population livingdoses of angiotensin (Ang) increase tubular Na reab-in the Milan area (checked by measuring 24-h urinarysorption without affecting the glomerular filtration rateNa excretion). Otherwise, they were instructed to keep[19]. An increased Ang II level shifts to the right andan average intake of 150 mmol Na/day for at least onereduces the steepness of the slope of the pressure-natri-month before Na loading. Of the 40 patients who haduresis relationship, causing salt sensitivity, as shown withalready been taking antihypertensive treatment, somethe infusion of subpressor doses of Ang II in the doghad spontaneously discontinued it months before for[20] and in transgenic (mRen-2)27 rats [21]. This mecha-various reasons, and others agreed to discontinue it fornism is at least in part mediated by an Ang II-inducedat least four months. In general, the therapy withdrawalincrease of the activity of the Na1-H1 exchanger [22]occurred during the summer because of the spontaneousand of the Na1,K1-pump [23]. Therefore, we postulatedBP reduction in this season, with consequent easier re-that a-adducin and the various proteins of the RAS couldmoval of the therapy. We decided to perform such aninteract (or cooperate) in the pressor response to changesunusually long period of therapy withdrawal to avoidin body Na. Among the possible candidate gene poly-any residual carryover effect of the previous treatment.morphisms associated with the RAS, the angiotensin-This may be particularly important for patients takingconverting enzyme (ACE) insertion/deletion (I/D) poly-diuretics or ACE inhibitors that may induce hypertrophymorphism was chosen because the D allele is associatedof the cells of the juxtaglomerular apparatus, which maywith higher plasma and tissue ACE levels [24–27].take a long time to normalize. During the period ofTherefore, the aim of our study was twofold: (1) totherapy withdrawal, the BP values were recorded at leasttest whether the ACE gene I/D polymorphism affectsevery two weeks, and pharmacological treatment wasthe relationship between BP and acute changes of bodyresumed if the patient’s diastolic BP exceeded 105 mmNa content; and (2) to evaluate a possible synergisticHg. This led to the exclusion of five previously enrolledeffect or epistatic interaction between a-adducin poly-patients. Three patients did not show any BP increasemorphism and ACE polymorphism on the pressure natri-after treatment was discontinued and are presently stilluresis relationship. The study was carried out in 145in pharmacological washout; they were then excludeduntreated, essential hypertensive patients, with a constantfrom the study. Also, the hypertensive patients in phar-Na intake of around 150 mEq a day for a month priormacological washout were advised to keep a constantto the study in order to minimize all possible sources ofNa intake of approximately 150 mEq a day for at leastvariation that could hamper the detection of an influence

of polymorphisms on the phenotypes under investigation. one month before the study. All participants gave their

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Barlassina et al: Epistasis between ACE and a-adducin genes 1085

informed consent to the study. The present study is part riophage T4-polynucleotide kinase and used for hybrid-ization.of a larger study on the genetic mechanisms of hyperten-

sion that has been approved by the Ethical Committee The ID ACE gene polymorphism was detected, asdescribed in Lindpainter et al [28]. Genomic DNA (100of San Raffaele Hospital.ng) was amplified in a total volume of 30 mL containing

Acute salt-loading test 18 pmol of each primer, 670 mmol/L Tris-HCl, pH 8.8,160 mmol/L (NH4)2 SO4, 0.5% NP40, 50 mmol/L b mer-Patients were admitted to the hospital on Saturday

morning, and they kept the same 150 mmol Na diet while captoethanol, 1.3 mmol/L MgCl2, 200 mmol/L of eachdeoxynucleotide triphosphate, and 1 U Taq polymerase.in the hospital. They underwent clinical examination,

routine biochemistry, and tests for the exclusion of sec- The sense oligonucleotide primer was 59 GCCCTGCAGGTGTCTGCAGCATGT 39, and the antisense primerondary forms of hypertension between Saturday and

Monday. The tests for the exclusion of secondary hyper- was 59 GGATGGCTCTCCCCGCCTTGTCTC 39. Am-plification was carried out under the following condi-tension comprised renal function, plasma and urinary K,

urinalysis, plasma renin activity (PRA), renal and supra- tions: 35 cycles of 30 seconds at 948, 45 seconds at 568,and 2 minutes at 728. As the D allele in heterozygousrenal gland echography with color Doppler echography

of the renal vasculature and, in case of any doubt, nuclear individuals was amplified preferentially, a second PCRstep followed it for all samples genotyped as D/D in themagnetic resonance (MR) angiography of the renal vas-

culature, MR of the suprarenal glands, and MR urogra- first step, with primers that amplified a specific insertionsequence. PCR conditions were as before except for anphy. Exclusion of secondary forms of hypertension was

done during the hospital stay in order to have the patient annealing temperature of 678 and the following primers:sense oligonucleotide primer 59 TGGGACCACAGCGaccustomed to different clinical maneuvers and to mini-

mize possible sources of environmental variation on the CCCGCCACTAC 39, antisense primer 59 TCGCCAGCCCTCCCATGCCCATAA 39.different patients. Secondary forms of hypertension were

detected in five patients who were excluded from theStatistical analysisstudy. PRA was measured on Saturday morning. Na

loading was performed on Wednesday morning and con- Basic statistics. Differences between groups were ana-lyzed with Student’s t-test and one- or two-way analy-sisted in the intravenous infusion of 2 L of saline (310

mmol NaCl) in two hours. BP was measured with a sis of variance (ANOVA) or analysis of covariance(ANCOVA, as specified in the Results section). To cal-standardized procedure three times at five-minute inter-

vals, before the beginning of loading, and three times, culate the deviation from the Hardy–Weinberg equilib-rium and sex ratios with x2, the SPSS (version 4.05)five minutes before, immediately after, and five minutes

after the end of loading. BP values used in the analysis statistical software on an Apple Macintosh G3 personalcomputer was used. The significance level was set to P ,were the averages of the three readings. Urinary Na

excretion during the loading was also measured. 0.05. Data are expressed as mean values 6 SEM.Test for interaction. Two-locus model fitting and hy-

Genotyping pothesis testing was conducted via the least-squares re-gression analysis [29] with SAS statistical software on aThe G460W polymorphism was investigated by poly-

merase chain reaction (PCR) amplification of genomic workstation. The following simple linear model was fitto the data:DNA followed by allele specific oligonucleotide hybrid-

ization as described by Cusi et al [10]. Genomic DNAyi 5 b0 1 o

C

j51

bcjcj,i 1 bACEgACE,i 1 bG460gG460,i 1 bIntgInt,i 1 ei(100 ng) was subjected to amplification using the follow-

ing primers: forward 59 GACAAGATGGCTGAACTCwhere y is a phenotype of interest gathered from individ-TGG 39 and reverse 59 AGTCTTCGACTTGGGACTual i, b0 is an intercept term, bc

j is a coefficient measuringGC 39 in a total volume of 30 mL containing 10 mmol/Lthe effect of the jth [age, gender, body mass index (BMI),Tris-HCl (pH 8.8), 50 mmol/L KCl, 1.5 mmol/L MgCl2,mean BP and basal urinary Na excretion] of the pheno-0.1% Triton X-100, 15 pmol of each primer, 200 mmol/Ltype (C is the number of covariates included in theof each deoxynucleotide triphosphate, and 1 U Taq poly-model). cj,i is a covariate measure on the jth covariatemerase. Amplification was carried out under the follow-(dichotomous covariates were transformed into dummying conditions: 1 cycle of 4 minutes at 958, 30 seconds atvariables; for example, gender was assigned as 0 5 fe-578, and 30 seconds at 728, followed by 30 seconds at 958,male, 1 5 male); bACE and bG460 are regression coefficients20 seconds at 578, and 30 seconds at 728. Allele-spec-measuring the effect of the ACE and a-adducin alleles,ific oligonucleotide hybridization was as follows: therespectively; gACE,i and gG460,i are genotype parameterswild-type probe (for Gly460) was 59 TTCTGCCCTTCassigned on the basis of genetic models. Thus, for addi-CTC 39, and the mutated probe (for Trp460) was 59

TTCTGCCATTCCTC 39. They were labeled with bacte- tive allelic effects models, individuals were assigned a

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Table 1. Baseline clinical characteristics of the 145 patients who underwent a sodium (Na)-sensitivity test

a-Adducin polymorphism ACE polymorphism

Gly460Gly Gly460Trp Trp460Trp I/I I/D D/DVariable All samples (N 5 103) (N 5 38) (N 5 4) (N 5 21) (N 5 73) (N 5 51)

Sex 127 M/18 F 92 M/11 F 31 M/7 F 4 M/0 F 19 M/2 F 64 M/9 F 44 M/7 FBMI 25.660.23 25.360.26 26.260.53 27.561.54 24.760.56 26.160.36 25.260.33Age years 43.660.73 42.860.91 45.761.20 46.264.5 43.862.23 43.860.97 42.461.28Years of hypertension 4.961.15 3.760.53 4.260.96 2.761.20 3.560.99 4.660.74 2.860.60GFR mL/min (adj. to 1.73 m2 BSA) 113.661.9 112.962.22 114.963.89 118.468.45 112.264.29 112.762.62 115.463.43Na serum mEq/L 141.060.2 141.160.2 140.960.3 141.260.8 140.760.5 140.960.3 141.360.3K serum mEq/L 4.1960.02 4.1860.03 4.1960.05 4.3260.018 4.160.06 4.260.04 4.260.04Ur Na excretion mEq/24 h 149.964.39 154.465.63 135.965.69 169.0633.6 146.562.91 154.266.2 145.167.31Ur K excretion mEq/24 h 54.961.41 54.161.62 56.262.96 61.768.95 56.163.95 56.062.03 52.762.22Ur creatinine excretion g/24 h

(adj. to 1.73 m2 BSA) 1.1260.02 1.1060.02 1.1560.04 1.2360.13 1.1260.05 1.1360.03 1.1060.04Systolic BP mm Hg 148.061.18 147.861.28 149.162.71 140.669.00 149.862.91 145.661.63 151.961.99Diastolic BP mm Hg 99.560.72 99.460.81 99.961.60 97.264.60 98.661.84 99.0461.05 100.561.18Mean BP mm Hg 115.660.82 115.560.90 116.361.91 111.765.70 114.762.09 114.561.18 117.661.35PRA ng/mL · h 0.9960.06 1.0860.08 0.8260.08 0.4960.19 1.2460.19 1.0560.09 0.8260.08

Abbreviations are: BMI, body mass index; GFR, glomerular filtration rate; Ur, urinary; BP, blood pressure; PRA, plasma renin activity.

value of 0 if they were homozygous for one allele, 1/2if heterozygous, and 1 if homozygous for the oppositeallele. For dominant models, individuals were assigneda value of 0 if homozygous for one allele and 1 if hetero-zygous or homozygous for the opposite allele. bInt is acoefficient measuring the effect of interaction betweenthe two loci; gInt.i is a genotype interaction term createdby simply multiplying relevant gACE.i and gG460.i terms usedin the model; and ei is an error term. By fitting modelswith and without bInt fixed to 0, hypothesis tests concern-ing the interaction effect could be pursued.

RESULTS

The polymorphisms were in the Hardy–Weinberg equi-librium for both the a-adducin (test for deviation, P 50.97) and ACE (P 5 0.82) loci. This should have ensuredus that the results obtained were not due to sampling orstratification errors. Baseline clinical characteristics aresummarized in Table 1 for the total sample and for sub- Fig. 1. Baseline supine plasma renin activity as a function of angioten-

sin converting enzyme (ACE) and the a-adducin genotype.groups divided according to a-adducin and ACE geno-types. All variables considered were similar among thedifferent subgroups, except PRA, which decreased as afunction of the number of copies of the 460Trp or D

mmol/day. However, the 95% CI was relatively smallalleles (Fig. 1). The phenomenon is further analyzed in(141.2 to 158.6 mmol/day).Table 2, in which the trend for PRA decrease appears

to be additive between the 460Trp and D alleles. Unfor- Analysis of genotype–phenotype associations fortunately, this sample did not contain any Trp460Trp D/D

a-adducin and ACE independentlyindividual, so that only eight of all nine possible geno-

Blood pressure change according to the ACE geno-types were found because of the rare frequency of thetype. The ACE genotype was not associated with anyTrp460Trp genotype. Although our patients receivedBP change after loading (I/I 3.5 6 1.3; I/D 3.9 6 0.7; D/Drecommendations to maintain their Na intake at approxi-3.8 6 0.9 mm Hg, P 5 NS).mately 150 mmol/day, not all of them did so. In fact, the

Blood pressure change according to the a-adducin ge-range of urinary Na excretion, although similar withinnotype. Only four Trp460Trp homozygous hyperten-the different genotypes, was relatively wide, with the

extreme values of daily intake ranging from 65 to 131 sives were found in the present sample. For this reason,

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Barlassina et al: Epistasis between ACE and a-adducin genes 1087

Table 2. Analysis of variance (ANOVA) with basal plasma renin activity (PRA) as the dependent variable and the genotype for angiotensinconverting enzyme (ACE) and a-adducin as the independent variables

Source of variation F Significance of F % Variance explained Actual %

Main effects 3.675 0.007 Total variance 9.7ACE genotype 4.232 0.017 Variance explained by ACE 4.4a-Adducin genotype 4.104 0.019 Variance explained by a-adducin 5.3

Two-way interactions 0.392 0.759

The model is highly significant, and the ACE and a-adducin genotypes contribute in a quantitatively similar way (around 5% each) to explain the total varianceof PRA. The insignificant two-way interaction indicates that the rate of decline of PRA as a function of the number of D alleles is roughly parallel for each a-adducingenotype and vice-versa. In other words, the dose of D and 460Trp alleles contribute independently to decrease PRA.

tients with the 460Trp allele of a-adducin had increasesin their BP values that likely occurred in order to excretethe same quantity of Na (0.07 6 0.02 mm Hg/mmolNa for Gly460Gly and 0.19 6 0.016 for Gly460Trp 1Trp460Trp, P , 0.001).

Genotype–phenotype associations: Analysis fora-adducin and ACE combined

When the effects of the two polymorphisms were ana-lyzed together, ACE and a-adducin displayed a signifi-cant synergistic effect on the BP increase after loadingand on the pressure-natriuresis relationship, since a largepressor effect of the ACE D allele could be seen onlyin the presence of the 469Trp allele (Fig. 3). Such anepistatic interaction was tested under different geneticassumptions. Analyses that assumed that the a-adducin460Trp and ACE D alleles were codominant producedthe best fit to the data. Table 3 reports the results of themodel fitting, concentrating on the interaction terms forthe additive contribution of either a-adducin and ACE

Fig. 2. Frequency distribution of mean blood pressure change with to the model. Clearly, the model that included an interac-intravenous acute Na load according to the a-adducin genotype. tion effect fitted the data substantially better than the

model assuming that the loci have independent effects.In fact, the ACE locus effect is brought to light only inthe context of its interaction with the 460Trp alleles, ain the present analysis their BP changes with loading andphenomenon recently reviewed by Frankel and Schorkdepletion were counted with Gly460Trp heterozygotes.[31]. Note that the inclusion of the interaction term intoThe average BP increase after loading was smaller inthe model doubled the variance explained (from 7.7 topatients homozygous for the Gly460 allele than in those

bearing at least one 460Trp allele (2.5 6 0.6 vs. 7.0 6 15.5%). Similar results were found forDMBPNaUr

. Also, in0.9 mm Hg, P 5 0.0001), although there was a substantialoverlap of the BP changes (Fig. 2). this case, the assumption of interactive allelic effects at

Pressure natriuresis. Because of our experimental pro- each locus fits the data better, and the variance explainedtocol, pressure natriuresis could only be evaluated by by the model that took into account the epistatic interac-computing the ratio between the BP increase during tion again doubled (from 5.4 to 12.1%; Table 4).loading as a function of the absolute amount of Na ex-

creted during loading 1DMBPNaUr 2; however, taking into ac- DISCUSSION

The present results show that: (1) Patients possessingcount its linearity [30], our estimate should be a reason-at least one copy of the 460Trp allele of a-adducin andable approximation. The results are in substantialthe D/D genotype are the most responsive to an acuteagreement with those of the absolute BP change afterNa load. (2) ACE and a-adducin interact epistaticallyloading. No difference was seen among the ACE geno-in the BP, increasing with the Na load; and (3) the num-types (I/I 0.07 6 0.03 mmol Na/mm Hg; I/D 0.12 6 0.02;

D/D 0.09 6 0.02, P 5 NS), while the hypertensive pa- ber of copies of 460Trp and of the D allele independently

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Table 3. Regression model fitting results assuming independenteffects and also taking into account the interaction effects between

the loci for blood pressure increase after Na load

Independent effects Interaction effects

F FACE/adducin statistics R2 P statistics R2 P

Add/Add 5.95 7.73% 0.0033 8.16 15.49% 0.0001Add/Dom 0.02 0.03% 0.9777 1.04 2.16% 0.3770Add/Rec 7.73 9.82% 0.0006 8.13 14.76% 0.0001Dom/Add 5.85 7.62% 0.0036 6.56 12.25% 0.0003Dom/Dom 0.01 0.00% 0.9909 0.01 0.00% 0.9909Dom/Rec 7.68 9.76% 0.0007 6.97 12.91% 0.0002Rec/Add 5.99 7.79% 0.0032 7.26 13.38% 0.0001Rec/Dom 0.06 0.08% 0.9450 1.04 2.17% 0.3755Rec/Rec 7.77 9.86% 0.0006 7.13 13.17% 0.0002

Add, Dom, and Rec are the assumption of additivity, dominance, or recessivity,respectively, of the ACE/a-adducin alleles. The first entry gives the F-statistic, thesecond the variability explained by the model (R2) and the third the P valueassociated with the F-statistic for the fit of the regression model.

Table 4. Regression model fitting results assuming independenteffects and also taking into account the interaction effects

between the loci forDMBPNaUr

Independent effects Interaction effects

F FACE/adducin statistics R2 P statistics R2 P

Add/Add 3.96 5.36% 0.0211 6.37 12.08% 0.0004Add/Dom 0.14 0.2% 0.8658 0.39 0.84% 0.7588Add/Rec 6.04 7.95% 0.0030 6.47 12.25% 0.0004Dom/Add 4.04 5.45% 0.0198 5.57 10.74% 0.0012Dom/Dom 0.39 0.55% 0.6805 0.39 0.55% 0.6805Dom/Rec 6.17 8.10% 0.0027 6.05 11.55% 0.0007Rec/Add 4.45 5.97% 0.0134 4.72 9.25% 0.0036Rec/Dom 0.37 0.52% 0.6924 0.44 0.95% 0.7226Rec/Rec 6.43 8.41% 0.0021 5.35 10.36% 0.0016

Add, Dom, and Rec are the assumption of additivity, dominance, or recessivity,respectively, of the ACE/a-adducin alleles. The first entry gives the F-statistic, thesecond the variability explained by the model (R2) and the third the P valueassociated with the F-statistic for the fit of the regression model.

a larger renal Na retention for any given level of Naintake. Note that this also would have made them more

Fig. 3. (A) Change of mean blood pressure with intravenous acute responsive to the infused Na load.Na load as a function of ACE and a-adducin genotype. (B) Pressure Renal tubular cells transfected with the “hyperten-natriuresis 1DMBP

NaUr 2 with intravenous acute Na load as a function of sive” rat a-adducin variant have faster activity of theirACE and the a-adducin genotype. Na1,K1 pump [16]. Humans and rats have different poly-

morphisms in the a-adducin subunit, but both interactwith Na1,K1 pump, the “hypertensive” variants of bothspecies have greater affinity for the Na1,K1 pump thancause a decrease of PRA. Low PRA, which is commonlythe “normotensive” variants [33]. Taken together, all offound in salt-sensitive individuals [1], is usually consid-these findings suggest that adducin could affect renalered secondary to relative expansion of extracellulartubular reabsorption through the modulation of Na1,K1-fluid volume. It is believed that salt-sensitive individualspump activity.have a relatively blunted RAS [32]. Changes in Na intake

The D allele of ACE gene is associated with a highermay affect the RAS, but this was not seen in our patients,ACE concentration in several tissues as normal heartbecause all of our patients had been on similar Na intake[25], lymphocytes [26], and proximal tubular cells [27].for at least one month before the study. The most likely

explanation is that the D and the 460Trp alleles cause Although direct evidence that its enzymatic activity

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Barlassina et al: Epistasis between ACE and a-adducin genes 1089

should produce locally acting Ang II is available only 460Trp allele. It is interesting to note that in all cases,for vascular ACE [34], other circumstantial evidence

the BP change with load and theDMBPNaUr

relationshipsuggests that ACE plays an important role in the regula-tion of BP, particularly in the experimental setup of gene appeared to be linearly incremental by adding increasingtargeting in mice, animals that express only serum ACE doses of D alleles (from 0 to 2) in the different a-adducinbut lack tissue ACE and have a low BP [35]. Increased genotypes, as summarized in Figure 3.pressor responsiveness to exogenous Ang I and a higher In spite of being a plausible candidate, the majoritygeneration of Ang II have been described in young nor- of the studies have not found an association betweenmotensive humans with the D/D ACE genotype [36], the ACE I/D polymorphism and hypertension until verywhich is consistent with the hypothesis that the D allele recently, when large samples have been used [42–44];

however, these studies found only a relatively small sig-is associated with larger intrarenal generation of Ang II,nificance level. The reason for the difficulty in findinga phenomenon that should promote renal Na retention.positive results may be that in order to be clearly detect-Others, who failed to confirm this finding [37], performedable, the effect of ACE genotype must be studied in aAng I infusion under inhibition of renin, and it is notproper experimental setting that takes into account theknown how this maneuver affects the tissue ACE levelappropriate combination of interacting alleles of otherin view of the contrasting effects of the salt diet on tissuedisease susceptibility gene(s). While recognizing thatand circulating RAS [38].such an interaction without any a priori knowledge ofThe question of why there is an additive effect betweenthe potential pathophysiological role of the interactingACE and a-adducin for PRA in basal conditions andgenes could be extremely difficult to prove, it was rela-yet an epistatic interaction exists for the BP response totively easy in the present study, where an appropriate

volume infusion and toDMBPNaUr

is an important one. In hypotheses and experimental setup had been used, andin which controls for environmental noise were devised.our study, each individual’s PRA value may reflect a

As mentioned at the beginning of this article, the inter-long-term intrinsic renal ability to regulate body Na andaction between two candidate genes contributing to BPvolumes. Differences in the time course of the resettingregulation and mapping on separate chromosomes pro-of the homeostatic regulation of BP/body Na relation-vides very strong evidence for their causal involvement.ship and in the nature of the environmental stimuli mayWhether the long-term effect on BP levels caused byaccount for the epistatic interaction observed with thethe ACE and a-adducin polymorphisms is synergistic,Na infusion [39]. In fact, increased perfusion pressureadditive or negligible in unselected, and non-Na loadedgenerated by Na loading may depress tubular Na reab-hypertensive patients remains to be determined.sorption by removing Na transport units from the lumi-

nal membranes, as well as Na1,K1 pump units from theACKNOWLEDGMENTS

basolateral membranes within minutes [40] (the rate ofThis work was supported in part by grants from the Ministerosuch removal can be controlled by a-adducin; Bertorello

Universita e Ricerca Scientifica of Italy (ex MPI 60% years 1997–1998et al and Torielli et al, unpublished observations), while to C.B., G.B., and D.C., and grant 9806154140-001 to G.B.) and by

Telethon grant E.C. 513.the rate of decrease of Ang II production may be smaller,and the time course of the reduction of Na reabsorption

Reprint requests to Dr. Daniele Cusi, University of Milan, Divisionstimulated by locally-acting Ang II may be much slower. of Nephrology Dialysis and Hypertension, S. Raffaele Hospital, via

Olgettina 60, 20132 Milan, Italy.It should not be surprising to see different types of rela-E-mail: [email protected] among gene polymorphisms according to the

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