Incidence of Hypertension The Framingham Heart Study

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1 179 Impact of Left Ventricular Structure on the Incidence of Hypertension The Framingham Heart Study Wendy S. Post, MD; Martin G. Larson, ScD; Daniel Levy, MD Downloaded from by on November 27, 218 H ypertensionisadiseasewithmultipleetiologies, some of which are incompletely understood. Left ventricular hypertrophy is often found very early in the course of hypertension.1-4 In addition, a few studies have documented elevated left ventricular mass before the development of hypertension,56 suggesting a possible role of left ventricular hypertrophy in the pathogenesis of hypertension. Although left ventricular hypertrophy develops as a result of pressure overload,7 systemic blood pressure correlates only modestly with left ventricular mass.8-11 The pathogenesis of hypertrophy not only is related to elevated systemic blood pressure12 but also is influenced by other factors such as catecholamines,13 the reninangiotensin system,14 loading conditions of the ventricle,15 and genetics.16-2' These factors may help explain the poor correlation between systemic blood pressure and left ventricular mass, and they may contribute to an elevation in left ventricular mass before the development of hypertension. Received October 15, 1993; revision accepted March 28, From the Framingham Heart Study (W.S.P., M.G.L., D.L.), Framingham, Mass; the Department of Medicine (W.S.P.) and the Divisions of Cardiology and Clinical Epidemiology (D.L.), Beth Israel Hospital, Boston, Mass; and The National Heart, Lung, and Blood Institute (D.L., M.G.L.), Bethesda, Md. Reprint requests to Daniel Levy, MD, Framingham Heart Study, 5 Thurber St, Framingham, MA American Heart Association, Inc. Background Left ventricular hypertrophy is often found very early in the course of hypertension. It is not known whether increased left ventricular mass contributes to the pathogenesis of hypertension. The purpose of this study was to examine the impact of left ventricular mass and other echocardiographically assessed cardiac structural features on the incidence of hypertension. Methods and Results Subjects for this investigation included participants in the Framingham Heart Study and the Framingham Offspring Study who were normotensive at the baseline examination (systolic blood pressure, <14 mm Hg; diastolic blood pressure, <9 mm Hg; not receiving antihypertensive medications) and free of coronary heart disease, congestive heart failure, valvular heart disease, hypertrophic cardiomyopathy, diabetes mellitus, and renal insufficiency. The study sample included 1121 men (mean age, 44.4 years) and 1559 women (mean age, 45.6 years). Four years after the baseline examination, 22 men (18.%) and 257 women (16.5%) were hypertensive (systolic blood pressure, 214 mm Hg; diastolic blood pressure,.9 mm Hg; or use of antihypertensive medications). Baseline echocardiographic left ventricular mass (P=.1) and the sum of septal and posterior left ventricular wall thicknesses (P=.2) were associated with progression to hypertension. After adjusting for sex, baseline age, systolic and diastolic blood pressures, body mass index, alcohol intake, and systolic blood pressure from an examination 8 years earlier, the odds ratio for developing hypertension for a 1-SD increment in left ventricular mass index was 1.2 (95% confidence interval, 1.4 to 1.39), and the odds ratio for a 1-SD increment in left ventricular wall thickness was 1.16 (95% confidence interval, 1.2 to 1.33). Conclhsions In these normotensive adults, increased left ventricular mass and wall thickness were associated with the development of hypertension. Further studies are warranted to examine the utility of echocardiography in determining the need for antihypertensive therapy and to assess the effect of earlier intervention on the course of progression to hypertension. (Circulation. 1994;9: ) Key Words * hypertension * left ventricle * hypertrophy * Framingham Heart Study * echocardiography The purpose of this study was to evaluate the associations between left ventricular mass, internal diameter, wall thickness, and relative wall thickness and the incidence of hypertension in normotensive adults. These data may provide insights into the pathogenesis of hypertension and enhance our understanding of the clinical significance of left ventricular hypertrophy. Methods Subjects The Framingham Heart Study is a prospective epidemiological study that was established in 1948 to evaluate potential risk factors for coronary heart disease. The original cohort included 529 residents of Framingham, Mass, who were between the ages of 28 and 62 years. Selection criteria and study design have been reported An additional 5135 subjects, who were offspring of original Framingham Heart Study participants and spouses of offspring, were entered into The Framingham Offspring Study in The present sample was derived from original Framingham Heart Study subjects who attended a routine biennial examination between 1979 and 1981 and Offspring Study subjects who were examined between 1979 and Subjects who met any of the following criteria were excluded: (1) systolic blood pressure.14 mm Hg or diastolic blood pressure.9 mm Hg, (2) use of antihypertensive medication, (3) coronary heart disease or congestive heart failure, (4) diabetes mellitus, (5) renal insufficiency (creatinine >2. mg/dl), (6) valvular heart disease, (7) age <2 years, or (8) an inadequate echocardiogram. Body height and weight measurements, medical history, physical examination, serum creatinine, fasting glucose, and

2 Downloaded from by on November 27, Circulation Vol 9, No 1 July 1994 echocardiography were obtained routinely at the baseline examination. Body mass index was used as a measure of obesity, calculated as weight (in kilograms) divided by the square of height (in meters). Resting systolic and diastolic blood pressures were measured twice by a physician, at the first and fifth Korotkoff phases, during each clinic examination. The mean values of the two measurements were used to determine systolic and diastolic blood pressures. The diagnoses of coronary heart disease and congestive heart failure were established in accordance with published criteria26 after review by a committee of three physicians who evaluated records from the Framingham Heart Study clinic, interim hospitalizations, and visits to nonstudy physicians. Diabetes was defined as a fasting blood glucose level 214 mg/dl (7.77 mmol/l), a random nonfasting blood glucose level.2 mg/dl (11.11 mmol/l), or the use of insulin or an oral hypoglycemic agent. The diagnosis of valvular heart disease was based on clinical examination evidence of a systolic murmur of intensity graded.3 on a 6-point scale or any diastolic murmur. Information regarding alcohol consumption was obtained at the baseline examination for the Offspring Study participants. Because this information was not available at the baseline examination for original Framingham Heart Study subjects, for these subjects alcohol intake was obtained from an examination 2 years earlier. Alcohol consumption was calculated in ounces per week using a published estimation formula.27 Echocardiographic Methods Standard M-mode echocardiographic techniques were used in this study as previously described.28 Measurements of left ventricular wall thickness and chamber diameter were made in diastole in accordance with methods outlined by the American Society of Echocardiography.29 Left ventricular mass was estimated by the modified cubed formula using measurements obtained in accordance with the 'Penn' convention3: left ventricular mass (g)=1.4 [(LVID+VST+PWT)3-(LVID)3]- 13.6, where LVID is left ventricular internal dimension, VST is ventricular septal thickness, and PWT is posterior left ventricular wall thickness. Left ventricular mass was indexed to height rather than body surface area because the latter approach is insensitive to changes in left ventricular mass that are observed in the setting of obesity.28 Left ventricular wall thickness was defined as the sum of VST and PWT. Relative wall thickness was defined as (left ventricular wall thickness/lvid)x 1%. Follow-up Four years after the baseline examination, subjects returned for follow-up examinations that included blood pressure measurements. In accordance with criteria put forth by the Fifth Report of the Joint National Committee on the Detection, Evaluation, and Treatment of High Blood Pressure,31 hypertension was defined as systolic blood pressure.14 mm Hg, diastolic blood pressure >9 mm Hg, or current use of antihypertensive medications. Subjects who developed coronary heart disease or congestive heart failure during follow-up were excluded because of the potential antihypertensive effects of pharmacological therapies for these disease entities. Statistical Analysis Hypertension detected at the follow-up examination was analyzed in the pooled sample of men and women using logistic models32,33 to adjust for the influences of sex, baseline age, systolic and diastolic blood pressures, body mass index, and alcohol consumption. This model also adjusted for systolic blood pressure from an examination 8 years earlier. These variables were chosen because they influenced left ventricular mass34-37 and/or hypertension.38 Their influence on hypertension was very similar in men and women, except that an age-sex interaction term was needed to account for sex differences in the relation of age to the development of hypertension. Echocardiographic variables first were analyzed individually in multivariable logistic models that included the clinical variables. To determine which combination of echocardiographic variables produced the best prediction of hypertension, all the echocardiographic variables were entered into a stepwise analysis, in which the clinical variables were forced into the model to control for potential confounders. Because the echocardiographic variables differ with regard to mean values and units of measurement, we computed the odds ratio for development of hypertension and a 95% confidence interval (CI) for a 1-SD increment of each variable. Among subjects who were not using antihypertensive medications at the follow-up examination, changes in systolic and diastolic blood pressures from baseline values were analyzed with multiple linear regression models.3339 Changes in blood pressure differed between men and women regarding the influence of age, baseline blood pressure, and body mass index. Therefore, men and women were analyzed separately. As before, echocardiographic variables were assessed separately in multivariable models adjusting for the clinical variables described above. A stepwise model was used subsequently. Several techniques were used to evaluate the fitted models, including the following methods: tests for sex-specific regression coefficients for clinical and echocardiographic variables; graphical analysis to check for a linear relation between logits of probability and values of predictor variables; examination of deviance residuals, leverage, and influence statistics; and computation of the Hosmer-Lemeshow goodness-of-fit statistic.32 In all analyses, a value of P<.5 was considered statistically significant. Results Subjects The study sample was derived from 285 men and 3413 women who had a baseline examination (Table 1). There were 1111 men and 1314 women excluded at the baseline examination due to hypertension. An additional 215 men and 12 women were excluded due to coronary heart disease, congestive heart failure, diabetes mellitus, renal insufficiency, valvular heart disease, or age <2 years. Inadequate echocardiograms resulted in the exclusion of 176 men and 178 women; these subjects tended to be older and more obese than subjects with better-quality echocardiograms. There were 2 subjects who had extreme values for left ventricular mass and were therefore excluded from analysis. During follow-up, 58 men and 31 women died or developed coronary heart disease or congestive heart failure, and 124 men and 29 women did not attend the follow-up examination. Therefore, the study sample comprised 1121 men and 1559 women. Clinical and Echocardiographic Characteristics At the baseline examination, subjects ranged in age from 2 to 88 years. The mean age was 44.4 years for men and 45.6 years for women. Mean systolic blood pressure was 12 mm Hg in men and 115 mm Hg in women; corresponding diastolic values were 77 and 73 mm Hg. At the 4-year follow-up examination, 22 men (18.%) and 257 women (16.5%) were hypertensive, of whom 352 (76.7%) had elevated blood pressure and 17 (23.3%) were receiving antihypertensive medication. Subjects with hypertension at follow-up had higher mean age, baseline blood pressure, body mass index, and alcohol

3 TABLE 1. Derivation of the Study Sample Post et al LV Structure and Hypertension 181 No. % No. % Total no. of subjects attending index examination Serial exclusions Antihypertensive medication use SBP.14 mm Hg or DBP >9 mm Hg CHD or CHF Diabetes mellitus Creatinine >2. mgldl Valvular heart disease Age <2 y Inadequate echocardiogram Left ventricular mass outliers 2.1 Died before follow-up examination Developed CHD or CHF Did not attend follow-up examination Total no. of participants SBP indicates systolic blood pressure; DBP, diastolic blood pressure; CHD, coronary heart disease; and CHF, congestive heart failure. Downloaded from by on November 27, 218 intake than those who remained normotensive (Table 2). Baseline measures of left ventricular mass, left ventricular mass index, left ventricular wall thickness, and relative wall thickness were higher in subjects who developed hypertension, but left ventricular internal dimension was similar in the groups (Table 3). Progression to Hypertension Observed (crude) probabilities of progression to hypertension as a function of baseline left ventricular mass index are displayed in Fig 1. There was a steep, positive, curvilinear relation between baseline left ventricular mass and the probability of hypertension. The rapid rise in the probability of hypertension at higher levels of left ventricular mass was largely due to the clustering of hypertension risk factors among subjects with higher left ventricular mass. Separate multiple logistic regression analyses were used to examine the association of each echocardiographic variable with the development of hypertension, adjusting for sex, baseline age, systolic and diastolic blood pressures, body mass index, alcohol consumption, and systolic blood pressure from an examination 8 years before the baseline examination. Both baseline left ventricular mass index and left ventricular wall thickness were associated with the development of hypertension. Table 4 shows the odds ratios corresponding to a 1-SD increment of each echocardiographic variable. A 26.5-g/m increase in indexed left ventricular mass was associated with an odds ratio of 1.2 (95% CI, 1.4 to TABLE 2. Clinical Characteristics of Subjects at Baseline Examination According to Blood Pressure Status at Follow-up Examination Normotensive Hypertensive Normotensive Hypertensive at Follow-up at Follow-up at Follow-up at Follow-up Baseline Characteristic (n=919) (n=22) (n=132) (n=257) Age, y 43.1± ± ± ±12.4 Weight, kg 79.7± ± ± ±13.3 Height, m 1.76± ± ±.6 1.6±.6 Body mass index, kg/m2 25.7± ± ± ±4.9 SBP, mm Hg 118±1 126±9 113±11 125±11 DBP, mm Hg 76± ± SBP, 8 y previous, mm Hg 12±11 127±12 113± DBP, 8 y previous, mm Hg 78±8 82±8 73±8 78±8 Alcohol intake, oz/wk 4.6± ± ± ±3.7 SBP indicates systolic blood pressure; DBP, diastolic blood pressure. Values are given as mean±sd.

4 182 Circulation Vol 9, No 1 July 1994 TABLE 3. Echocardiographic Characteristics of Subjects at Baseline Examination According to Hypertension Status at Follow-up Examination Baseline Normotensive Hypertensive Normotensive Hypertensive Echocardlographic at Follow-up at Follow-up at Follow-up at Follow-up Characteristic (n=919) (n=22) (n= 132) (n=257) LV mass, g 186±43 22±51 121±29 136±35 LVmass index, g/m 16±24 115±28 75±18 85±21 LV wall thickness, mm 16.9± ± ± ±2.5 LV internal dimension, mm 52.7± ± ± ±3.5 Relative wall thickness, % 32.2± ± ± ±6.2 LV indicates left ventricular. Values are given as mean±sd. Downloaded from by on November 27, ) for the development of hypertension. Similarly, each 2.5 -mm increment in left ventricular wall thickness was associated with an odds ratio of 1.16 (95% CI, 1.2 to 1.33) for progression to hypertension. Neither relative wall thickness nor left ventricular internal dimen- c c t ). c (D ).C,. c) x..2 o.5 r nu.5 r.4.3 [.2.1 (26) (371) (43) F(1 72) Left Ventricular Mass/Height (g/m) (49) (86) (146) (19) (19) (144) Left Venricua Mas/Height (g/m) FIG 1. Plots of probability of developing hypertension within 4 years as a function of baseline left ventricular mass. The crude probabilities of developing hypertension are displayed for subjects grouped by 1-g/m increments of left ventricular mass index. The number of subjects within each group is shown in parentheses.. (18) (55) (31) sion was significantly associated with the incidence of hypertension. When all the echocardiographic variables were considered in a stepwise logistic regression model that controlled for the clinical variables, indexed left ventricular mass was the only echocardiographic variable significantly associated with the development of hypertension. There were no appreciable changes in the odds ratios when left ventricular mass was indexed to body surface area or to higher powers of height.4 Marginal effects of left ventricular mass on the predicted probabilities of developing hypertension are shown in Fig 2 at various levels of systolic blood pressure after adjusting for baseline age, body mass index, diastolic blood pressure, alcohol intake, and systolic blood pressure from an examination 8 years before the baseline examination. The marginal effects of left ventricular mass on the probability of developing hypertension approached a linear relation after adjusting for the clinical variables. Note that the absolute impact of left ventricular mass on the probability of developing hypertension was greatest at higher baseline levels of systolic blood pressure. Change in Blood Pressure The impact of cardiac structure on blood pressure changes as a continuous variable (follow-up value minus baseline) was analyzed using multiple linear regression analysis. Left ventricular mass index and left ventricular wall thickness were predictive of an increase in systolic blood pressure at follow-up after controlling for clinical variables; however, the changes in systolic blood pressure per 1-SD increments in echocardiographic variables were small (.7 to 1.1 mm Hg). This was due, in part, to the exclusion from this analysis of hypertensive subjects who were receiving antihypertensive drug therapy at the follow-up examination. As such, subjects with the greatest rise in serial blood pressure, necessitating initiation of drug treatment for hypertension, were excluded from consideration. None of the echocardiographic variables was associated with a change in diastolic blood pressure. Discussion This study identifies cardiac structural precursors of hypertension in normotensive adults. A 26.5-g/m increase in left ventricular mass was associated with a 2% greater odds of developing hypertension during 4 years of follow-up, and a 2.5-mm increment in left

5 TABLE 4. Post et al LV Structure and Hypertension 183 Odds of Progression to Hypertension Based on Echocardiographic Variables 95% Confidence Interval Echocardiographic Incremental Odds Ratio per Variable Unit* Incrementt Lower Upper P LV mass index, g/m 26.5 g/m LV wall thickness, mm 2.5 mm LV internal dimension, mm 4.4 mm Relative wall thickness, % 5.2% LV indicates left ventricular. *Incremental unit for each echocardiographic variable reflects 1 SD. tresults of separate multivariable logistic regression models for each echocardiographic variable, adjusted for sex, baseline age, systolic and diastolic blood pressures, body mass index, alcohol consumption, and systolic blood pressure from 8 years before the index examination. Downloaded from by on November 27, 218 ventricular wall thickness was associated with a 16% increase in the odds of developing hypertension. In contrast, left ventricular internal dimension and relative wall thickness were not associated with the odds of developing hypertension after controlling for associated clinical variables. Left ventricular mass and left ventricular wall thickness also were associated with serial changes in systolic blood pressure but not changes in diastolic blood pressure. This study confirms the findings of de Simone et al,5 who demonstrated that left ventricular mass predicted the development of hypertension in 132 normotensive employed adults, of whom 15 developed hypertension. The present study has a larger sample size (268 versus 133), with a greater number of hypertensive subjects at follow-up (459 versus 15). The larger study sample provides greater precision in the estimation of risks and allows more extensive multivariable analyses that adjust for factors known to predispose to hypertension. We also have quantified the magnitude of the effect of left ventricular mass and wall thickness on the likelihood of developing hypertension by computing odds ratios using multiple logistic regression, and we have demonstrated that the absolute impact of left ventricular mass on the probability of developing hypertension is most pronounced at higher baseline levels of systolic blood pressure. A recent study found that increased left ventricular mass predicted a subsequent increase in blood pressure in Japanese urban men.41 Some hemodynamic studies have reported increased cardiac output and normal peripheral vascular resistance early in the course of hypertension.42 Later, peripheral vascular resistance is elevated and cardiac output may be normal or depressed.43 An increase in left ventricular mass in the preclinical stages of hypertension may promote hypertension by providing the contractile force necessary to elevate systemic blood pressure before the vascular changes that raise systemic vascular resistance. The results of the present study are consistent with, but do not imply, causality between increased left ventricular mass and progression to hypertension. An alternative explanation to the hypothesis that left ventricular mass promotes hypertension is that normotensive subjects with increased left ventricular mass may have elevated blood pressures at other times. Causal blood pressure measurements record only one point in time and may result in misclassification.44 Left ventric-.7.6 o.5 t a. e.4 C.2 S a.1 Q mt ) SC a1 D..1 F. L C3.3 A_.t nt. _.4 F.3 F.2 F.1 F. 6 SBP 135 SBP 125 SBP 115 SBP ~~~~~~~~~~~ Left Ventricular Mass/Height (g/m) SBP 135 SBP 125 SBP 115 SeP Left Ventricular Mass/Height (g/m) FIG 2. Line plots of predicted probability of developing hypertension within 4 years as a function of baseline systolic blood pressure (SBP) and left ventricular mass. Estimated probabilities of developing hypertension are shown for selected values of baseline SBP and left ventricular mass index. Probabilities at the specified values of left ventricular mass index and SBP were predicted with a multivariable logistic model, holding baseline age, body mass index, diastolic blood pressure, alcohol intake, and SBP from 8 years before the baseline examination constant at their sex-specific mean values. 12

6 Downloaded from by on November 27, Circulation Vol 9, No 1 July 1994 ular mass may reflect the summation of pressure in the systemic circulation over longer periods of time. In an attempt to account for antecedent blood pressure, values from an examination 8 years before the baseline examination were entered into the regression model for predicting incident hypertension. An additional, alternative explanation to the hypothesis that left ventricular hypertrophy promotes hypertension is that there may be a common factor that is associated with the development of both hypertension and left ventricular hypertrophy. The pathogenesis of essential hypertension is multifactorial and is not completely understood.45 Left ventricular hypertrophy is a frequent finding in hypertensive patients, but the degree of hypertrophy is only partially explained by the level of blood pressure.8-1" It has been suggested that in addition to elevated blood pressure, numerous factors contribute to the development of hypertrophy.12 Alterations in the renin-angiotensin system and catecholamines have been implicated in both the etiology of hypertension45 and the development of hypertrophy.3l1446 It is possible that abnormalities in these humoral systems that lead to hypertension also directly stimulate myocardial hypertrophy; however, some studies have not supported this concept.47,48 In addition, genetic factors play an important role in the development of both hypertension49 and myocardial hypertrophy A large majority of Framingham Heart Study subjects are white, so these results do not necessarily apply to other ethnic or racial groups. Another limitation of this study is that in the analysis of echocardiographic predictors of incremental changes in blood pressure as a continuous variable, changes in blood pressure from baseline to follow-up could not be measured in subjects who developed hypertension and were receiving antihypertensive medications. These individuals were excluded from the analysis of change in blood pressure but were included in the analysis of incident hypertension. Summary In normotensive adults, increased left ventricular mass and wall thickness were associated with a subsequent increase in blood pressure and the development of hypertension. In borderline hypertensive patients in whom echocardiographic information is available, left ventricular mass and wall thickness may be helpful in determining the need for antihypertensive therapy. Further studies are warranted to determine the clinical usefulness of earlier interventions on the course of progression to hypertension. Acknowledgments This work was supported in part by National Institutes of Health contract N1-HC We give special thanks to Thomas P. Rocco, MD, for his assistance in the formulation of this manuscript. References 1. Burke GL, Arcilla RA, Culpepper WS, Webber LS, Chiang YK, Berenson GS. Blood pressure and echocardiographic measures in children: the Bogalusa Heart Study. Circulation. 1987;75: Schieken RM, Clarke WR, Lauer RM. Left ventricular hypertrophy in children with blood pressures in the upper quintile of the distribution: the Muscatine Study. Hypertension. 1981;3: Zahka KG, Neill CA, Kidd L, Cutilletta MA, Cutilletta AF. Cardiac involvement in adolescent hypertension: echocardiographic determination of myocardial hypertrophy. Hypertension. 1981;3: Culpepper WS, Sodt PC, Messerli FH, Ruschhaupt DG, Arcilla RA. Cardiac status in juvenile borderline hypertension. Ann Intern Med. 1983;98: de Simone G, Devereux RB, Roman MJ, Schlussel Y, Alderman MH, Laragh JH. Echocardiographic left ventricular mass and electrolyte intake predict arterial hypertension. Ann Intern Med. 1991; 114: Mahoney LT, Schieken RM, Clarke WR, Lauer RM. Left ventricular mass and exercise responses predict future blood pressure: the Muscatine Study. Hypertension. 1988;12: Grossman W, Jones D, McLaurin LP. Wall stress and patterns of hypertrophy in the human left ventricle. J Clin Invest. 1975;56: Rowlands DB, Glover DR, Ireland MA, McLeay RA, Stallard TJ, Watson RD, Littler WA. Assessment of left-ventricular mass and its response to antihypertensive treatment. Lancet. 1982;1: Savage DD, Drayer JI, Henry WL, Mathews EC Jr, Ware JH, Gardin JM, Cohen ER, Epstein SE, Laragh JH. Echocardiographic assessment of cardiac anatomy and function in hypertensive subjects. Circulation. 1979;59: Abi-Samra F, Fouad FM, Tarazi RC. Determinants of left ventricular hypertrophy and function in hypertensive patients: an echocardiographic study. Am J Med. 1983;75: Devereux RB, Savage DD, Sachs I, Laragh JH. Relation of hemodynamic load to left ventricular hypertrophy and performance in hypertension. Am J Cardiol. 1983;51: Frohlich ED, Tarazi RC. Is arterial pressure the sole factor responsible for hypertensive cardiac hypertrophy? Am J Cardiol. 1979;44: Laks MM, Morady F, Swan HJ. Myocardial hypertrophy produced by chronic infusion of subhypertensive doses of norepinephrine in the dog. Chest. 1973;64: Weber KT, Anversa P, Armstrong PW, Brilla CG, Burnett JC Jr, Cruickshank JM, Devereux RB, Giles TD, Korsgaard N, Leier CV, delsohn FAO, Motz WH, Mulvany MJ, Strauer BE. Remodeling and reparation of the cardiovascular system. JAm Coll Cardiol. 1992;2: Ganau A, Devereux RB, Pickering TG, Roman MJ, Schnall PL, Santucci S, Spitzer MC, Laragh JH. Relation of left ventricular hemodynamic load and contractile performance to left ventricular mass in hypertension. Circulation. 199;81: Nielsen JR, Oxhoj H. Echocardiographic variables in progeny of hypertensive and normotensive parents. Acta Med Scand Suppl. 1985;693: Radice M, Alli C, Avanzini F, Di Tullio M, Mariotti G, Taioli E, Zussino A, Folli G. Left ventricular structure and function in normotensive adolescents with a genetic predisposition to hypertension. Am Heart J. 1986;111: Verhaaren HA, Schieken RM, Mosteller M, Hewitt JK, Eaves LU, Nance WE. Bivariate genetic analysis of left ventricular mass and weight in pubertal twins (the Medical College of Virginia Twin Study). Am J Cardiol. 1991;68: Fagard R, Van Den Broeke C, Bielen E, Amery A. Maximum oxygen uptake and cardiac size and function in twins.am J Cardiol. 1987;6: Harshfield GA, Grim CE, Hwang C, Savage DD, Anderson SJ. Genetic and environmental influences on echocardiographically determined left ventricular mass in black twins. Am JHypertens. 199;3: Adams TD, Yanowitz FG, Fisher AG, Ridges JD, Nelson AG, Hagan AD, Williams RR, Hunt SC. Heritability of cardiac size: an echocardiographic and electrocardiographic study of monozygotic and dizygotic twins. Circulation. 1985;71: Dawber TR, Meadors GF, Moore FE. Epidemiologic approaches to heart disease: the Framingham study. Am JPublic Health. 1951; 41: Dawber TR, Kannel WB, Lyell LP. An approach to longitudinal studies in a community: the Framingham study. Ann N YAcad Sci. 1963;17: Gordon T, Moore TE, Shurtleff D, Dawber TR. Some methodologic problems in the long-term study of cardiovascular disease: observations on the Framingham Study. J Chron Dis. 1959;1: Kannel WB, Feinleib M, McNamara PM, Garrison RJ, Castelli WP. An investigation of coronary heart disease in families: the Framingham Offspring Study. Am JEpidemiol 1979;11: Sorlie P. Cardiovascular Disease and Death Following Myocardial Infarction and Angina Pectoris: Framingham Study, 2-Year

7 Downloaded from by on November 27, 218 Follow-up. Washington, DC: US Government Printing Office; Section 32, DHEW publication No. (NIH) , Hjortland MC, Feinleib M. Epidemiologic relationships of alcohol intake and coronary heart disease: results from NHLBI programs. In: Avogaro P, Sirtori CR, Tremole E, eds. Metabolic Effects of AlcohoL North Holland, Amsterdam: Elsevier; 1979: Levy D, Savage DD, Garrison RJ, Anderson KM, Kannel WB, Castelli WP. Echocardiographic criteria for left ventricular hypertrophy: the Framingham Heart Study. Am J Cardiol. 1987;59: Sahn DJ, DeMaria A, Kisslo J, Weyman A. Recommendations regarding quantitation in M-mode echocardiography: results of a survey of echocardiographic measurements. Circulation. 1978;58: Devereux RB, Alonso DR, Lutas EM, Gottlieb GJ, Campo E, Sachs I, Reichek N. Echocardiographic assessment of left ventricular hypertrophy: comparison to necropsy findings. Am J CardioL 1986;57: The fifth report of the Joint National Committee on Detection, Evaluation, and Treatment of High Blood Pressure (JNC V). Arch Intern Med. 1993;153: Hosmer DWJ, Lemeshow S.Applied Logistic Regression. New York, NY: John Wiley & Sons; 1989: SAS Institute. SASISTAT User's Guide, version 6, ed 4, vol 2. Cary, NC: SAS Institute Inc; 1989:846, , Levy D, Anderson KM, Savage DD, Kannel WB, Christiansen JC, Castelli WP. Echocardiographically detected left ventricular hypertrophy: prevalence and risk factors. The Framingham Heart Study. Ann Intern Med. 1988;18: Lauer MS, Anderson KM, Levy D. Influence of contemporary versus 3-year blood pressure levels on left ventricular mass and geometry: the Framingham Heart Study. JAm Coll Cardiol. 1991; 18: Manolio TA, Levy D, Garrison RJ, Castelli WP, Kannel WB. Relation of alcohol intake to left ventricular mass: the Framingham Study. JAm CoU Cardiol. 1991;17: Lauer MS, Anderson KM, Kannel WB, Levy D. The impact of obesity on left ventricular mass and geometry: the Framingham Heart Study. JAMA. 1991;266: Garrison RJ, Kannel WB, Stokes J, Castelli WP. Incidence and precursors of hypertension in young adults: the Framingham Offspring Study. Prev Med. 1987;16: Post et al LV Structure and Hypertension Kleinbaum DG, Kupper LL, Muller KE. Applied Regression Analysis and Other Multivariable Methods. Boston, Mass: PWS-Kent; 1988: de Simone G, Daniels SR, Devereux RB, Meyer RA, Roman MJ, de Divitiis, Alderman MH. Left ventricular mass and body size in normotensive children and adults: assessment of allometric relations and impact of overweight. J Am Coil Cardiol. 1992; Iso H, Kiyama M, Doi M, Nakanishi N, Kitamura A, Naito Y, Sato S, lida M, Konishi M, Shimamoto T, Komachi Y. Left ventricular mass and subsequent blood pressure changes among middle-aged men in rural and urban Japanese populations. Circulation. 1994; 89: Lutas EM, Devereux RB, Reis G, Alderman MH, Pickering TG, Borer JS, Laragh JH. Increased cardiac performance in mild essential hypertension: left ventricular mechanics. Hypertension. 1985;7: Lund-Johansen P. Hemodynamic patterns in the natural history of borderline hypertension. J Cardiovasc Pharmacol. 1986;8(suppl 5):S8-S Gordon T, Sorlie P, Kannel WB. Problems in the assessment of blood pressure: the Framingham Study. Int J Epidemiol. 1976;5: Davidman M, Opsahl J. Mechanisms of elevated blood pressure in human essential hypertension. Med Clin North Am. 1984;68: Hachamovitch R, Sonnenblick EH, Strom JA, Frishman WH. Left ventricular hypertrophy in hypertension and the effects of antihypertensive drug therapy. Curr Probl CardioL 1988;13: Shub C, Cueto-Garcia L, Sheps SG, Ilstrup DM, Tajik AJ. Echocardiographic findings in pheochromocytoma. Am J Cardiol. 1986; 57: Vensel LA, Devereux RB, Pickering TG, Herrold EM, Borer JS, Laragh JH. Cardiac structure and function in renovascular hypertension produced by unilateral and bilateral- renal artery stenosis. Am J Cardiol. 1986;58: Shear CL, Burke GL, Freedman DS, Berenson GS. Value of childhood blood pressure measurements and family history in predicting future blood pressure status: results from 8 years of follow-up in the Bogalusa Heart Study. Pediatrics. 1986;77:

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