Background
Despite increasing evidence that β-hydroxy-β-methyglutaryl coenzyme A reductase inhibitors reduce the incidence of stroke in patients with coronary heart disease (CHD), the associations between blood lipid levels and cerebrovascular disease (CVD) are not clear.
Objective
To evaluate whether blood cholesterol level and its fractions are risk factors for stroke in a large group of patients with CHD.
Methods
We followed up 11 177 patients with documented CHD who were screened for but not included in the Bezafibrate Infarction Prevention study, a secondary prevention randomized clinical trial of lipid modification, and had no history of stroke for subsequent CVD. During a 6- to 8-year follow-up period, 941 patients were identified as having nonhemorrhagic CVD, of whom 487 had verified ischemic stroke or transient ischemic attack (TIA).
Results
Increases in age-adjusted rates of both nonhemorrhagic CVD and verified ischemic stroke or TIA were identified with increasing cholesterol and low-density lipoprotein cholesterol levels, decreasing high-density lipoprotein cholesterol levels, and decreasing percentage of total serum cholesterol contained in the HDL moiety. In logistic regression models, adjusting for clinical covariates, the following odds ratios (95% confidence intervals) were identified for lipid values in the upper vs lower tertile for the end point of nonhemorrhagic CVD: total cholesterol, 1.43 (1.20-1.70); low-density lipoprotein cholesterol, 1.52 (1.27-1.81), high-density lipoprotein cholesterol, 0.84 (0.70-1.00); and percentage of serum cholesterol contained in HDL, 0.69 (0.58-0.83). Similar trends appeared for the end point of verified ischemic stroke or TIA.
Conclusion
These findings clearly support the role of total cholesterol and its fractions in prediction of ischemic CVD among patients with established CHD.
CORONARY HEART disease (CHD) and ischemic stroke share multiple risk factors and a common pathophysiologic antecedent, namely atherosclerosis.1-3 There is overwhelming evidence for independent positive associations between total cholesterol and low-density lipoprotein cholesterol (LDL-C) and CHD and an inverse association between high-density lipoprotein cholesterol (HDL-C) and CHD.
The associations between blood lipid levels and cerebrovascular disease (CVD) are, however, not as clearly established, as reflected in a recent controversy on this issue4,5 and a large systematic review6 of 45 prospective studies, which did not identify a relationship between total cholesterol levels and stroke. In contrast, recent randomized clinical trials in patients with CHD7-9 and systematic reviews showed that cholesterol-lowering agents, in the form of β-hydroxy-β-methyglutaryl coenzyme A (HMG-CoA) reductase inhibitors, or statins, and recently also gemfibrozil, reduce the incidence of not only myocardial infarction but also stroke.10-13 The purpose of this study was to evaluate whether blood cholesterol levels and its fractions are risk factors for subsequent ischemic CVD in a large group of patients with CHD.
The Bezafibrate Infarction Prevention (BIP) study was a placebo-controlled, secondary prevention randomized clinical trial that assessed the effect of bezafibrate retard. The design and rationale of the BIP study have been previously published.14 A total of 15 524 patients with documented CHD were screened for inclusion in the BIP study between February 1990 and October 1992. Patients 40 to 74 years old, with a diagnosis of CHD, were eligible for inclusion in the BIP study if they had evidence of myocardial infarction occurring 6 months or more but 5 years or less before enrollment or coronary insufficiency observed either at rest or during effort, as manifested by typical pain and dynamic electrocardiographic changes or both. Coronary insufficiency episodes must have occurred between 6 months and 2 years before enrollment. In addition, specific serum lipid ranges were required because the study examined the efficacy of intervening to reduce serum triglyceride levels and increase HDL-C levels. The limits to enter an initial 2-month dietary period were as follows: total cholesterol, 270 mg/dL or less (≤6.98 mmol/L); HDL-C, 45 mg/dL or less (≤1.16 mmol/L); and serum triglycerides, 300 mg/dL or less (≤3.39 mmol/L). In approximately 7000 patients who fulfilled these criteria at visit 1, there were duplicate laboratory measures that permitted the estimation of the regression dilution bias. For randomization into the study, after the 2-month diet, the following levels were required: serum total cholesterol, 180 to 250 mg/dL (4.65-6.47 mmol/L); LDL-C, 180 mg/dL or less (≤4.65 mmol/L); HDL-C, 45 mg/dL or less (≤1.16 mmol/L); and triglycerides, 300 mg/dL or less (3.39 mmol/L). Main exclusion criteria other than serum lipid levels outside the preset limits were current use of lipid-modifying drugs, severe heart failure, unstable angina pectoris, insulin-dependent or poorly controlled diabetes mellitus, or refusal to participate.
For the current analysis, we excluded the actual BIP study participants, since the use of bezafibrate may have modified the association between blood lipid levels and stroke. We also excluded patients with a history of prior stroke or transient ischemic attack (TIA) to assess the risk of first-ever stroke associated with blood lipid levels. The total number of patients in the present analysis was 11 177.
During the first physician visit, records were obtained on medical history, conventional risk factors, and medications used, and a complete physical examination was performed. Mortality data were obtained through January 1999 from the Israel Population Registry, with cause of death coded according to the International Classification of Diseases, Ninth Revision (ICD-9). The participants in the BIP study (3122 patients) were of similar age to the other BIP study screenees but were more often men (92%), had a lower proportion of diabetes mellitus (10%), had a higher proportion of a prior myocardial infarction (78%), and had a selected lipid profile, as required for inclusion in this study.
Laboratory measurements were all performed at a central study laboratory (the Physiological and Hygiene Laboratory at the Wolfson Medical Center, Holon, Israel). All analyses were performed with a random access analyzer (Boehringer-Hitachi 704; Boehringer-Mannheim, Mannheim, Germany) using Boehringer diagnostic kits. Blood samples were obtained after at least 12 hours of fasting. Precipitation of LDL and very low-density lipoprotein with phosphotungstate reagent and determination of cholesterol determined HDLC levels. Cholesterol levels were determined by the CHOD-PAP (cholesterol oxidase/p-aminophenazone) method (enzymatic colorimetric test), and LDL-C levels were approximated by the formula of Friedewald et al.15
We obtained computerized data files from hospitals participating in the BIP study screening process. Hospitalizations with a diagnosis of CVD (ICD-9 codes 430-438 or code 38.1) were identified. We also matched the patients (based on national identification number and name) against a registry of the Clalit Health Services, which insures more than 60% of Israeli citizens (Israel has an obligatory 100% national health insurance). This registry contains information on both Clalit-maintained hospitals participating in the BIP study and several who did not participate. A total of 1100 patients were identified, and attainable medical records and hospital discharge summaries were systematically reviewed. Data were collected on history, findings on neurologic examination, brain computed tomography (CT), and ancillary examinations as available to verify the diagnosis and determine stroke type and ischemic stroke subtypes. Two investigators, including a stroke neurologist (D.T.), reviewed all classifications.
Stroke was defined according to World Health Organization criteria. Events that resolved completely within less than 24 hours were diagnosed as TIA. Patients with subarachnoid hemorrhage or subdural hemorrhage and those not fulfilling the criteria for stroke or TIA after review were excluded. Ischemic stroke and intracerebral hemorrhage were differentiated by the results of brain CT performed at the acute stage. Ischemic stroke was diagnosed if the patient had an appropriate clinical event and had a brain CT that showed a compatible low-density lesion or was normal or had findings compatible with hemorrhagic conversion of a cerebral infarct. Ischemic stroke subtypes were determined based on the TOAST (Trial of Org 10172 in Acute Stroke Treatment) classification.16 Only 24 cases were identified with verified intracerebral hemorrhage by clinical findings and brain CT, and thus associations with intracerebral hemorrhage were not sought.
For the purpose of this study, we assessed 2 end points. The first end point was cases considered to have any nonhemorrhagic CVD, which totaled 941 cases. This end point included cases with ICD-9 codes of CVD other than hemorrhage, excluding cases considered to have had a nonvascular cause after medical record review. The second end point was patients with verified ischemic stroke (350 cases) or TIA (137 cases) after review of medical records, which totaled 487 cases. For the remaining patients, brain CT was not performed or medical records were not available for review so that stroke type could not be determined.
Age-adjusted rates of nonhemorrhagic CVD per 10 000 person-years were calculated using an SAS statistical software macro (SAS Institute Inc, Cary, NC).17 Multivariate analyses were performed using the logistic regression models.18 Levels of lipids were introduced into the model once as continuous variables and once as tertiles. Each model included one lipid fraction and was adjusted for clinical confounders. A final model for prediction of nonhemorrhagic CVD included both total cholesterol and HDL-C. The significance levels for entering and removing an independent variable were set at .05 and .10, respectively. The Hosmer-Lemeshow goodness-of-fit test was conducted for assessing overall model fit for each of the models.19
Odds ratios (ORs) were also computed to apply correction for regression dilution, using the repeated measurements for 7000 patients 2 months after the first visit. The regression dilution factors were calculated by dividing the difference in mean lipid levels between the lowest and highest quintiles computed from the first measurement by the difference in mean lipid level at the second measurement in similarly defined lowest and highest quintiles.20
Nonhemorrhagic CVD-free survival of patients in the first, mid, and top tertile of cholesterol and HDL-C was assessed through December 1998. Survival curves were adjusted for sex, age, lipid-lowering medications, previous myocardial infarction, diabetes mellitus, New York Heart Association class, hypertension, chronic obstructive pulmonary disease, peripheral vascular disease, angina pectoris, current smoking, and body mass index.
At baseline, 518 (5%) of the 11 177 patients were treated with lipid-lowering drugs. Of these, 203 were treated with lovastatin, 294 with bezafibrate, and 37 with colestipol hydrochloride. The percentages of use of lipid-lowering drugs were 4% for the patients who developed nonhemorrhagic CVD vs 5% for counterparts remaining free of CVD.
During the follow-up period, 941 cases of nonhemorrhagic CVD were identified. Patients who subsequently developed a nonhemorrhagic CVD were, as expected, older (62 vs 60 years) and had a higher frequency of diabetes mellitus (35% vs 20%), hypertension (42% vs 32%), peripheral vascular disease (8% vs 4%), anginal syndrome (66% vs 59%), and current smoking (12% vs 10%; P<.05 for all). They had higher serum levels of total cholesterol and LDL-C, lower levels of HDL-C, and a smaller percentage of total serum cholesterol contained in the HDL moiety (%HDL) (Table 1). Patients identified as having the large vessel atherothrombosis subtype had significantly higher antecedent levels of LDL-C than patients developing ischemic stroke related to cardioembolism or small vessel occlusive disease (Table 1).
Age-adjusted rates of nonhemorrhagic CVD increased with increasing quintiles of total cholesterol and LDL-C (Figure 1 A-B). Rates per 10 000 person-years increased for total cholesterol and LDL-C from 103 to 141 and 104 to 142, respectively. Age-adjusted rates of nonhemorrhagic CVD per 10 000 person-years decreased stepwise with increasing HDL-C and %HDL quintiles from 151 to 90 and 176 to 91, respectively (Figure 1 C-D). Similar trends appeared with all lipid fractions for the end point of ischemic stroke or TIA.
The ORs associated with total cholesterol level or its fractions, adjusted for clinical covariates for incident nonhemorrhagic CVD, verified ischemic stroke or TIA, and the subgroup of patients with the large vessel atherothrombosis subtype, are presented in Table 2. Total cholesterol level and its fractions were independent predictors of nonhemorrhagic CVD and verified ischemic stroke or TIA, after adjusting for clinical covariates. For the large vessel atherothrombosis subtype, LDL-C, but not HDL-C, emerged as a strong predictor.
The ORs of incident nonhemorrhagic CVD associated with total cholesterol or LDL-C (per 40 mg/dL [1.03 mmol/L]), HDL-C (per 10 mg/dL [0.26 mmol/L]), and %HDL (per 5%) were 1.14, 1.19, 0.93, and 0.86, respectively (Table 2). The ORs were similar when patients taking lipid-lowering drugs at baseline were excluded from analyses, with ORs of 1.14, 1.19, 0.92, and 0.89, respectively.
The regression dilution correction factors for total cholesterol, LDL-C, HDL-C, and %HDL were 1.31, 1.32, 1.15, and 1.39, respectively. Correcting for the regression dilution bias modified the adjusted ORs for prediction of all nonhemorrhagic CVD associated with total cholesterol, LDL-C, HDL-C, and %HDL to 1.17, 1.25, 0.92, and 0.81, respectively, and for incident ischemic stroke or TIA to 1.16, 1.19. 0.87, and 0.77, respectively.
We ran a final model for prediction of incident nonhemorrhagic CVD, including both total cholesterol and HDL-C and adjusting for clinical covariates. The emerging ORs were 1.14 for total cholesterol and 0.90 for HDL-C. The Hosmer-Lemeshow goodness-of-fit test (P = .65) did not exhibit a meaningful departure of the models from the observed data. Comparing the predicted numbers of nonhemorrhagic CVD by deciles of probability to the actual number of events observed, we found that rates increased more than 6-fold from subjects in the lower to the upper decile of probabilities.
The odds for incident nonhemorrhagic CVD associated with serum levels in the upper relative to the lower tertile were 1.43 for total cholesterol, 1.52 for LDL-C, 0.84 for HDL-C, and 0.69 for %HDL (Table 3). Similar trends appeared for the end point of verified ischemic stroke or TIA.
Nonhemorrhagic cvd-free survival functions
Figure 2 shows the curve divergence of the nonhemorrhagic CVD-free survival functions (at mean of covariates) by tertiles of lipids. Longer survival time free of nonhemorrhagic CVD was evident in the lowest tertiles of total cholesterol and LDL-C and in the highest tertiles of HDL-C and %HDL (P<.01 for all).
Epidemiologic findings have indicated little or no association between cholesterol and its fractions and incident stroke in persons free of CHD. An apparent conflict arose when strong evidence was forwarded that HMG-CoA reductase inhibitors (statins) and more recently the fibrate gemfibrozil reduced the risk of both myocardial infarction and ischemic stroke in patients with CHD.7-13 However, statins also have important nonlipid effects that may reduce the risk of stroke.21
Because atherosclerosis is a main underlying process for both myocardial and atherothrombotic ischemic stroke, it is not unreasonable to expect a similar pattern of lipid abnormalities in both diseases. Yet, a review of 45 prospective cohorts6 found no association between total cholesterol and the risk of stroke. Furthermore, in the Framingham Study, no clear association was found between cholesterol and vascular disease of the brain,22 and most case-control studies were consistent with an absence of an association.23
In this context, our study found clear evidence for the role of cholesterol and its fractions in prediction of subsequent ischemic stroke or TIA among a large group of patients with established CHD. How could our findings be explained in light of the substantial amount of older negative studies? First, our study patients had established CHD, similar to the randomized clinical trials showing the benefit of statins and fibrates in stroke prevention. Second, most of the older studies did not record nonfatal strokes and types of strokes were not assessed. Lack of any overall relationship might conceal a positive association with ischemic stroke together with a negative association with hemorrhagic stroke, as shown in the Multiple Risk Factor Intervention Trial for stroke mortality and in several other studies.24,25 When patients in the Honolulu Heart Study were followed up for 15 or more years, increases in both CHD and thromboembolic stroke rates were seen with higher levels of serum cholesterol.26 In the Copenhagen City Heart Study,27 an increased risk of ischemic stroke was found for total cholesterol, but only for levels above 309 mg/dL (8 mmol/L).
In the current study, we assessed specifically incident ischemic stroke or TIA during a relatively long follow-up in an especially large group of patients. All lipid measurements have been performed at one central study laboratory and assessed before the event. Because of additional lipid measurements in a large proportion of patients, we were able to estimate and correct for the regression dilution bias, thus providing a more accurate estimate of ORs.20
Although myocardial infarction is typically caused by in situ thrombosis associated with a coronary artery plaque, the pathogenesis of ischemic stroke is more complex with multiple potential mechanisms that often coexist, complicating the assessment of the role of lipids. In a population-based study28 from Rochester, Minn, the main identifiable subtype of ischemic stroke was cardioembolic, whereas large vessel cervical and intracranial atherosclerosis with stenosis together constituted about 16% of cases and small vessel occlusive disease a similar proportion. Furthermore, about 40% of ischemic strokes are of undetermined cause.28,29
High-resolution ultrasonography has clearly established that thickening of the carotid artery intima and media is a predictor for strokes.30 An association between carotid atherosclerosis and LDL-C has been found in several studies,23 and randomized clinical trials with statins have demonstrated plaque regression or reduced progression of the carotid arteries.31,32 Furthermore, the Scandinavian Simvastatin Survival Study trial showed that the relative risk of cerebrovascular events was reduced by 37%, similar to the reduction in subsequent coronary events, but the benefit was confined to nonembolic stroke and TIA.7 This finding emphasizes that strokes with a basis of large vessel atheroma are most likely to be reduced by statins. In the current observational study, we have identified strong associations between LDL-C levels and a selected group of patients with cerebral large vessel atherosclerosis, supporting these results from randomized interventional trials.
We have previously found an independent inverse association between serum HDL-C levels and ischemic stroke mortality in a 21-year observational study of nearly 10 000 apparently healthy men included in the Israeli Ischemic Heart Disease study.33 In the current study, we have found similar inverse associations with HDL-C level and %HDL for incident ischemic stroke or TIA. Although HDL-C was an independent predictor for ischemic stroke or TIA, it did not emerge as a predictor for the large vessel atherothrombosis subtype. Recently, Sacco and colleagues34 have shown in a population-based, incident case-control study that increased HDL-C levels are associated with reduced risk of ischemic stroke in elderly patients and among different racial or ethnic groups.
High LDL-C levels had, however, a major predictive role in particular for large vessel atherothrombosis. The diagnosis of large vessel atherothrombosis was derived from medical records of patients undergoing evaluation for their cause of stroke or screening for carotid endarterectomy. Large vessel atherothrombosis was therefore probably underdiagnosed, and our findings on this issue should be regarded as hypothesis generating. They demonstrate, however, that in a disease with a pathogenesis as heterogeneous as in ischemic CVD, the role of lipids may differ between subtypes. In the Atherosclerosis Risk in Communities study, Sharrett and colleagues35 recently reported that LDL-C was a major predictor for both carotid atherosclerosis and CHD, whereas HDL-C was strongly associated with CHD incidence but only weakly with carotid atherosclerosis.
Several potential sources of bias have been considered in our study. First, a common limitation to many observational studies is the absence of information concerning potential spontaneous or therapy-induced changes in cholesterol level and its fractions during the follow-up period. At baseline, only a small fraction of patients were treated with lipid-lowering medications and exclusion of these patients did not affect our results. Statins were introduced in increasing percentage toward the latter period of our follow-up period that started in 1990, following the results of the pivotal clinical trials. Despite the compelling evidence from these trials, recent CHD prevention surveys between 1994 and 1998 have unveiled a wide therapeutic gap between scientific evidence and practice in the secondary prevention of CHD.36 Second, CHD tends to occur at a substantially higher rate and earlier age than ischemic stroke. Because of shared risks between these conditions, total cholesterol and its fractions, which are powerful risk factors for CHD, may be underestimated as predictors of ischemic stroke. These shortcomings may have diluted the reported associations between blood lipid levels and ischemic CVD.
The screening process for the BIP study took place in most hospitals in Israel (18 of the 25 cardiology departments). In identifying incidence cases, we may have missed a few patients admitted to hospitals outside the BIP collaboration. This would occur only if the latter hospital did not belong to the comprehensive Clalit Health Services. We assumed that only a few cases were missed in this way. In addition, patients with minor stroke events who were not admitted to a hospital may have been missed.
Finally, the predictive role of cholesterol and its fractions for ischemic CVD in this study was found in a group of patients with established CHD. These findings are in agreement with the recent data on the beneficial role of statins for stroke prevention, specifically in patients with CHD. When primary and secondary prevention statin trials have been analytically segregated, a nonsignificant 15% to 20% reduction in stroke events has been observed in the former studies, compared with a 31% to 32% reduction in the latter.10-13 The nonsignificant 11% stroke reduction observed in the West of Scotland Coronary Prevention Study,37 an investigation of the effects of pravastatin on cardiovascular outcome in patients with moderate hypercholesterolemia without prior myocardial infarction, would also seem to underscore this difference. Thus, generalization of our results to broader populations at lower risk of stroke, such as those without clinically manifest CHD, is unwarranted.
In conclusion, this large observational study of patients with CHD demonstrates for the first time to our knowledge strong evidence for the role of total cholesterol, LDL-C, and HDL-C in prediction of incident ischemic CVD. These findings corroborate the results of clinical trials with statins and fibrates and emphasize the role of serum cholesterol and its fractions as important risk factors for ischemic stroke.
Accepted for publication September 5, 2001.
Corresponding author and reprints: Uri Goldbourt, PhD, Division of Epidemiology and Preventive Medicine, Sackler School of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv 69978, Israel (e-mail: Goldbu1@ccsg.tau.ac.il).
1.Yatsu
FMVillar-Cordova
C Atherosclerosis. Barnett
HJMMohr
JPStein
BMYatsu
FMeds
Stroke Pathophysiology, Diagnosis, and Management. 3rd ed. Philadelphia, Pa Churchill Livingstone1998;29- 40
Google Scholar 2.Dexter
DDWhisnant
JPConnolly
DCO'Fallon
WM The association of stroke and coronary heart disease: a population study.
Mayo Clin Proc. 1987;621077- 1083
Google ScholarCrossref 3.Tanne
DGoldbourt
UZion
MReicher-Reiss
HKaplinsky
EBehar
Sand the SPRINT Study Group, Frequency and prognosis of stroke/TIA among 4808 survivors of acute myocardial infarction.
Stroke. 1993;241490- 1495
Google ScholarCrossref 4.Demchuk
AHess
DBrass
LYatsu
F Is cholesterol a risk factor for stroke? yes.
Arch Neurol. 1999;561518- 1520
Google ScholarCrossref 6.Prospective Studies Collaboration, Cholesterol, diastolic blood pressure, and stroke: 13 000 strokes in 450 000 people in 45 prospective cohorts.
Lancet. 1995;3461647- 1653
Google ScholarCrossref 7.Scandinavian Simvastatin Survival Study Group, Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: the Scandinavian Simvastatin Survival Study (4S).
Lancet. 1994;3441383- 1389
Google Scholar 8.Sacks
FMPfeffer
MAMoye
LA
et al. The effect of pravastatin on coronary events after myocardial infarction in patients with average cholesterol levels.
N Engl J Med. 1996;3351001- 1019
Google ScholarCrossref 9.The Long-term Intervention With Pravastatin in Ischaemic Disease (LIPID) Study Group, Prevention of cardiovascular events and death with pravastatin in patients with coronary heart disease and a broad range of initial cholesterol levels.
N Engl J Med. 1998;3391349- 1357
Google ScholarCrossref 10.Byington
RPDavis
BRPlehn
JF
et al. Reduction of stroke events with pravastatin: the Prospective Pravastatin Pooling (PPP) Project.
Circulation. 2001;103387- 392
Google ScholarCrossref 11.Blauw
GJLagaay
AMSmelt
AHWestendorp
RG Stroke, statins, and cholesterol: a meta-analysis of randomized, placebo-controlled, double-blind trials with HMG-CoA reductase inhibitors.
Stroke. 1997;28946- 950
Google ScholarCrossref 12.Bucher
HCGriffith
LEGuyatt
GH Effect of HMGcoA reductase inhibitors on stroke: a meta-analysis of randomized, controlled trials.
Ann Intern Med. 1998;12889- 95
Google ScholarCrossref 13.Bloomfield Rubins
HDavenport
JBabikian
V
et al. Reduction in stroke with gemfibrozil in men with coronary heart disease and low HDL cholesterol: the Veterans Affairs HDL Intervention Trial (VA-HIT).
Circulation. 2001;1032828- 2833
Google ScholarCrossref 14.Goldbourt
UBehar
SReicher-Reiss
H
et al. Rationale and design of a secondary prevention trial of increasing serum HDL cholesterol and reducing triglycerides in patients with clinically manifest atherosclerotic heart disease.
Am J Cardiol. 1993;71909- 915
Google ScholarCrossref 15.Friedewald
WTLevy
RIFrederickson
DS Estimation of the concentration of low density lipoprotein cholesterol in plasma, without use of preparative ultracentrifuge.
Clin Chem. 1972;18499- 502
Google Scholar 16.Adams
HPBendixen
BHKappelle
LJ
et al. Classification of subtypes of acute ischemic stroke: definitions for use in multicenter clinical trials.
Stroke. 1993;2435- 41
Google ScholarCrossref 17.Yaari
SGoldbourt
U A SAS program for evaluating person years of risk in cohort studies.
Comput Biol Med. 1989;19353- 359
Google ScholarCrossref 19.Lemeshow
SHosmer
DW
Jr A review of goodness of fit statistics for use in the development of logistic regression models.
Am J Epidemiol. 1982;11592- 106
Google Scholar 20.MacMahon
SPeto
RCutler
J
et al. Blood pressure, stroke, and coronary heart disease, I: prolonged difference in blood pressure: prospective observational studies corrected for the regression dilution bias.
Lancet. 1990;335765- 774
Google ScholarCrossref 21.Vaughan
CJMurphy
MBBuckley
BM Statins do more than just lower cholesterol.
Lancet. 1996;3481079- 1082
Google ScholarCrossref 22.Kannel
WBGordon
TDawber
TR Role of lipids in the development of brain infarction: the Framingham Study.
Stroke. 1974;5679- 685
Google ScholarCrossref 23.Tell
GSCrouse
JRFurberg
CD Relation between blood lipids lipoproteins and cerebrovascular atherosclerosis: a review.
Stroke. 1988;19423- 430
Google ScholarCrossref 24.Iso
HJacobs
DRWentworth
DNeaton
JDCohen
JDfor the MRFIT Research Group, Serum cholesterol levels and six-year mortality from stroke in 350 977 men screened for the Multiple Risk Factor Intervention Trial.
N Engl J Med. 1989;320904- 910
Google ScholarCrossref 25.Yano
KReed
DMMacLean
CJ Serum cholesterol and hemorrhagic stroke in the Honolulu Heart Program.
Stroke. 1989;201460- 1465
Google ScholarCrossref 26.Benfante
RYano
KHwang
L-JCurb
JDKagan
ARoss
W Elevated serum cholesterol is a risk factor for both coronary heart disease and thromboembolic stroke in Hawaiian Japanese men: implications of shared risk.
Stroke. 1994;25814- 820
Google ScholarCrossref 27.Lindenstrom
EBoysen
GNyboe
J Influence of TC, HDL and triglycerides on risk of cerebrovascular disease: the Copenhagen City Heart Study.
BMJ. 1994;30911- 15
Google ScholarCrossref 28.Petty
GWBrown
RD
JrWhisnant
JPSicks
JDO'Fallon
WMWiebers
DO Ischemic stroke subtypes: a population-based study of incidence and risk factors.
Stroke. 1999;302513- 2516
Google ScholarCrossref 29.Sacco
RLEllenberg
JAMohr
JP
et al. Infarction of undetermined cause: the NINCDS Stroke Data Bank.
Ann Neurol. 1989;25382- 390
Google ScholarCrossref 30.O'Leary
DHPolak
JFKronmal
RAManolio
TABurke
GLWolfson
SKJ Carotid-artery intima and media thickness as a risk factor for myocardial infarction and strokes in older adults.
N Engl J Med. 1999;34014- 22
Google ScholarCrossref 31.Furberg
CDAdams
HPApplegate
WB
et al. Effect of lovastatin on early carotid atherosclerosis and cardiovascular events.
Circulation. 1994;901679- 1687
Google ScholarCrossref 32.MacMahon
SSharpe
NGamble
G
et al. Effects of lowering average or below-average cholesterol levels on the progression of carotid atherosclerosis: results of the LIPID Atherosclerosis Sub-study: LIPID Trial Research Group.
Circulation. 1998;971784- 1790
Google ScholarCrossref 33.Tanne
DYaari
SGoldbourt
U HDL cholesterol and risk of ischemic stroke mortality: a 21 year follow-up of 8586 men from the Israel Ischemic Heart Disease study.
Stroke. 1997;2883- 87
Google ScholarCrossref 34.Sacco
RLBenson
RTKargman
DE
et al. High-density lipoprotein cholesterol and ischemic stroke in the elderly: the Northern Manhattan Stroke Study.
JAMA. 2001;2852729- 2735
Google ScholarCrossref 35.Sharrett
ARSorlie
PDChambless
LE
et al. Relative importance of various risk factors for asymptomatic carotid atherosclerosis versus coronary heart disease incidence: the Atherosclerosis Risk in Communities Study.
Am J Epidemiol. 1999;149843- 852
Google ScholarCrossref 36.Velasco
JA After 4S, CARE and LIPID is evidence-based medicine being practiced?
Atherosclerosis. 1999;147(suppl 1)S39- S44
Google ScholarCrossref 37.Shepherd
JCobbe
SFord
I
et al. Prevention of coronary heart disease with pravastatin in men with hypercholesterolemia.
N Engl J Med. 1995;3331301- 1308
Google ScholarCrossref