Robert Fagard’s research while affiliated with KU Leuven and other places

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Publications (585)


Figure 1: Rate of major cardiovascular events per 5 mm Hg reduction in systolic blood pressure, stratified by treatment allocation and age categories at baseline Major cardiovascular events, defined as a composite of fatal or non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring hospital admission. The shaded area represents the 95% CIs.
Figure 2: Age-stratified relative risk and absolute risk difference of systolic blood pressure reduction on primary and secondary outcomes Relative risk reductions are presented with hazard ratios and 95% CIs per 5 mm Hg reduction in systolic blood pressure, separately for each outcome. The absolute risk difference reflects the mean blood pressure reduction for each age category. Adjusted p interaction was adjusted for multiple testing using Hommel's method. Unadjusted p interaction was unadjusted for multiple testing.
Figure 3: Age-specific relative effects of blood-pressure-lowering treatment on major cardiovascular events, by systolic blood pressure categories at baseline Forest plot shows the hazard ratios and 95% CIs per 5 mm Hg reduction in systolic blood pressure. Adjusted p interaction was adjusted for multiple testing using Hommel's method. Unadjusted p interaction was unadjusted for multiple testing.
Figure 4: Relative effects of blood-pressure-lowering treatment on major cardiovascular events, by diastolic blood pressure categories at baseline Forest plot shows the hazard ratios and 95% CIs per 3 mm Hg reduction in diastolic blood pressure. Adjusted p interaction was adjusted for multiple testing using Hommel's method. Unadjusted p interaction was unadjusted for multiple testing.
Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis
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August 2021

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706 Reads

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175 Citations

The Lancet

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Koon K Teo

Background The effects of pharmacological blood-pressure-lowering on cardiovascular outcomes in individuals aged 70 years and older, particularly when blood pressure is not substantially increased, is uncertain. We compared the effects of blood-pressure-lowering treatment on the risk of major cardiovascular events in groups of patients stratified by age and blood pressure at baseline. Methods We did a meta-analysis using individual participant-level data from randomised controlled trials of pharmacological blood-pressure-lowering versus placebo or other classes of blood-pressure-lowering medications, or between more versus less intensive treatment strategies, which had at least 1000 persons-years of follow-up in each treatment group. Participants with previous history of heart failure were excluded. Data were obtained from the Blood Pressure Lowering Treatment Triallists' Collaboration. We pooled the data and categorised participants into baseline age groups (<55 years, 55–64 years, 65–74 years, 75–84 years, and ≥85 years) and blood pressure categories (in 10 mm Hg increments from <120 mm Hg to ≥170 mm Hg systolic blood pressure and from <70 mm Hg to ≥110 mm Hg diastolic). We used a fixed effects one-stage approach and applied Cox proportional hazard models, stratified by trial, to analyse the data. The primary outcome was defined as either a composite of fatal or non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring hospital admission. Findings We included data from 358 707 participants from 51 randomised clinical trials. The age of participants at randomisation ranged from 21 years to 105 years (median 65 years [IQR 59–75]), with 42 960 (12·0%) participants younger than 55 years, 128 437 (35·8%) aged 55–64 years, 128 506 (35·8%) 65–74 years, 54 016 (15·1%) 75–84 years, and 4788 (1·3%) 85 years and older. The hazard ratios for the risk of major cardiovascular events per 5 mm Hg reduction in systolic blood pressure for each age group were 0·82 (95% CI 0·76–0·88) in individuals younger than 55 years, 0·91 (0·88–0·95) in those aged 55–64 years, 0·91 (0·88–0·95) in those aged 65–74 years, 0·91 (0·87–0·96) in those aged 75–84 years, and 0·99 (0·87–1·12) in those aged 85 years and older (adjusted pinteraction=0·050). Similar patterns of proportional risk reductions were observed for a 3 mm Hg reduction in diastolic blood pressure. Absolute risk reductions for major cardiovascular events varied by age and were larger in older groups (adjusted pinteraction=0·024). We did not find evidence for any clinically meaningful heterogeneity of relative treatment effects across different baseline blood pressure categories in any age group. Interpretation Pharmacological blood pressure reduction is effective into old age, with no evidence that relative risk reductions for prevention of major cardiovascular events vary by systolic or diastolic blood pressure levels at randomisation, down to less than 120/70 mm Hg. Pharmacological blood pressure reduction should, therefore, be considered an important treatment option regardless of age, with the removal of age-related blood-pressure thresholds from international guidelines. Funding British Heart Foundation, National Institute of Health Research Oxford Biomedical Research Centre, Oxford Martin School.

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Figure 1: Rates of major cardiovascular events per 5 mm Hg reduction in systolic blood pressure, stratified by treatment allocation and cardiovascular disease status at baseline Major cardiovascular events were defined as a composition of fatal or non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring admission to hospital. HR=hazard ratio.
Figure 2: Association between the intensity of blood pressure reduction and relative treatment effects for prevention of major cardiovascular events The centre of the bubbles indicates the HR for each trial, with the size of the bubble inversely proportional to the respective SE. The solid red line is the fitted regression line; the dashed blue lines indicate 95% CI; and the dashed grey line indicates HR=1·0. HR=hazard ratio. *Excluding the first 12 months after randomisation.
Figure 3: Effects of blood pressure-lowering treatment on primary and secondary outcomes, by cardiovascular disease status at baseline Forest plot shows the HRs and 95% CIs per 5 mm Hg reduction in systolic blood pressure, separately for each outcome. Adjusted p interaction values were adjusted for multiple testing using Hommel's method. Unadjusted p interaction values were not adjusted for multiple testing. HR=hazard ratio. CVD=cardiovascular disease.
Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant-level data meta-analysis

May 2021

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641 Reads

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564 Citations

The Lancet

Background The effects of pharmacological blood pressure lowering at normal or high-normal blood pressure ranges in people with or without pre-existing cardiovascular disease remains uncertain. We analysed individual participant data from randomised trials to investigate the effects of blood pressure lowering treatment on the risk of major cardiovascular events by baseline levels of systolic blood pressure. Methods We did a meta-analysis of individual participant-level data from 48 randomised trials of pharmacological blood pressure lowering medications versus placebo or other classes of blood pressure-lowering medications, or between more versus less intensive treatment regimens, which had at least 1000 persons-years of follow-up in each group. Trials exclusively done with participants with heart failure or short-term interventions in participants with acute myocardial infarction or other acute settings were excluded. Data from 51 studies published between 1972 and 2013 were obtained by the Blood Pressure Lowering Treatment Trialists' Collaboration (Oxford University, Oxford, UK). We pooled the data to investigate the stratified effects of blood pressure-lowering treatment in participants with and without prevalent cardiovascular disease (ie, any reports of stroke, myocardial infarction, or ischaemic heart disease before randomisation), overall and across seven systolic blood pressure categories (ranging from <120 to ≥170 mm Hg). The primary outcome was a major cardiovascular event (defined as a composite of fatal and non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring admission to hospital), analysed as per intention to treat. Findings Data for 344 716 participants from 48 randomised clinical trials were available for this analysis. Pre-randomisation mean systolic/diastolic blood pressures were 146/84 mm Hg in participants with previous cardiovascular disease (n=157 728) and 157/89 mm Hg in participants without previous cardiovascular disease (n=186 988). There was substantial spread in participants' blood pressure at baseline, with 31 239 (19·8%) of participants with previous cardiovascular disease and 14 928 (8·0%) of individuals without previous cardiovascular disease having a systolic blood pressure of less than 130 mm Hg. The relative effects of blood pressure-lowering treatment were proportional to the intensity of systolic blood pressure reduction. After a median 4·15 years' follow-up (Q1–Q3 2·97–4·96), 42 324 participants (12·3%) had at least one major cardiovascular event. In participants without previous cardiovascular disease at baseline, the incidence rate for developing a major cardiovascular event per 1000 person-years was 31·9 (95% CI 31·3–32·5) in the comparator group and 25·9 (25·4–26·4) in the intervention group. In participants with previous cardiovascular disease at baseline, the corresponding rates were 39·7 (95% CI 39·0–40·5) and 36·0 (95% CI 35·3–36·7), in the comparator and intervention groups, respectively. Hazard ratios (HR) associated with a reduction of systolic blood pressure by 5 mm Hg for a major cardiovascular event were 0·91, 95% CI 0·89–0·94 for partipants without previous cardiovascular disease and 0·89, 0·86–0·92, for those with previous cardiovascular disease. In stratified analyses, there was no reliable evidence of heterogeneity of treatment effects on major cardiovascular events by baseline cardiovascular disease status or systolic blood pressure categories. Interpretation In this large-scale analysis of randomised trials, a 5 mm Hg reduction of systolic blood pressure reduced the risk of major cardiovascular events by about 10%, irrespective of previous diagnoses of cardiovascular disease, and even at normal or high–normal blood pressure values. These findings suggest that a fixed degree of pharmacological blood pressure lowering is similarly effective for primary and secondary prevention of major cardiovascular disease, even at blood pressure levels currently not considered for treatment. Physicians communicating the indication for blood pressure lowering treatment to their patients should emphasise its importance on reducing cardiovascular risk rather than focusing on blood pressure reduction itself. Funding British Heart Foundation, UK National Institute for Health Research, and Oxford Martin School.


2018 ESC/ESH Guidelines for the management of arterial hypertension

September 2018

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7,471 Reads

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873 Citations

There is no the abstract of this guidelines



Exercise Prescription in Patients with Different Combinations of Cardiovascular Disease Risk Factors: A Consensus Statement from the EXPERT Working Group

August 2018

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3,123 Reads

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171 Citations

Sports Medicine

Whereas exercise training is key in the management of patients with cardiovascular disease (CVD) risk (obesity, diabetes, dyslipidaemia, hypertension), clinicians experience difficulties in how to optimally prescribe exercise in patients with different CVD risk factors. Therefore, a consensus statement for state-of-the-art exercise prescription in patients with combinations of CVD risk factors as integrated into a digital training and decision support system (the EXercise Prescription in Everyday practice & Rehabilitative Training (EXPERT) tool) needed to be established. EXPERT working group members systematically reviewed the literature for meta-analyses, systematic reviews and/or clinical studies addressing exercise prescriptions in specific CVD risk factors and formulated exercise recommendations (exercise training intensity, frequency, volume and type, session and programme duration) and exercise safety precautions, for obesity, arterial hypertension, type 1 and 2 diabetes, and dyslipidaemia. The impact of physical fitness, CVD risk altering medications and adverse events during exercise testing was further taken into account to fine-tune this exercise prescription. An algorithm, supported by the interactive EXPERT tool, was developed by Hasselt University based on these data. Specific exercise recommendations were formulated with the aim to decrease adipose tissue mass, improve glycaemic control and blood lipid profile, and lower blood pressure. The impact of medications to improve CVD risk, adverse events during exercise testing and physical fitness was also taken into account. Simulations were made of how the EXPERT tool provides exercise prescriptions according to the variables provided. In this paper, state-of-the-art exercise prescription to patients with combinations of CVD risk factors is formulated, and it is shown how the EXPERT tool may assist clinicians. This contributes to an appropriately tailored exercise regimen for every CVD risk patient.



Figure 1 Conceptual representation of the general functioning of the EXPERT tool 
Table 2 . Exercise intervention goals in the European Association of Preventive Cardiology (EAPC) Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool.
The European Association of Preventive Cardiology Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool: A digital training and decision support system for optimized exercise prescription in cardiovascular disease. Concept, definitions and construction methodology

April 2017

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1,834 Reads

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170 Citations

European Journal of Preventive Cardiology

Exercise rehabilitation is highly recommended by current guidelines on prevention of cardiovascular disease, but its implementation is still poor. Many clinicians experience difficulties in prescribing exercise in the presence of different concomitant cardiovascular diseases and risk factors within the same patient. It was aimed to develop a digital training and decision support system for exercise prescription in cardiovascular disease patients in clinical practice: the European Association of Preventive Cardiology Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool.


The effects of missed doses of amlodipine and losartan on blood pressure in older hypertensive patients

January 2017

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951 Reads

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3 Citations

Hypertension Research

This randomized, double-blind, parallel-group, multicenter study compared the efficacy of amlodipine and losartan in an older hypertensive population, focusing on therapeutic coverage in the case of missed doses. Following a 4-week, single-blind, placebo washout period, 211 patients were randomly assigned to receive either 5 mg of amlodipine once daily or 50 mg of losartan once daily. Doses were doubled after 6 weeks of treatment if the diastolic blood pressure exceeded 90 mm Hg. After the 12-week treatment period, patients received the placebo for 2 days (drug holiday) to simulate two missed doses of antihypertensive medication. Twenty-four-hour ambulatory blood pressure monitoring was conducted at the end of the placebo washout period (baseline), upon completion of the 12-week treatment period (steady state), and after the 2-day drug holiday. Amlodipine was more effective than losartan in reducing patients’ 24-h ambulatory blood pressure at the steady-state sampling time. The increases in 24-h blood pressure during the drug holiday averaged 6±2/2±1 mm Hg (P<0.0001) in the amlodipine group and 3±2/2±1 mm Hg (P<0.0001) in the losartan group. The rise in systolic pressure was greater in patients on amlodipine than in those on losartan (P<0.0001). For diastolic pressure, the changes did not differ. Owing to the lower pressure during treatment, patients in the amlodipine group remained at a significantly lower blood pressure level after the 2-day drug holiday. Amlodipine was more effective than losartan in lowering blood pressure and in maintaining blood pressure control after two missed doses, and the difference was most significant for systolic blood pressure.



Left ventricular hypertrophy is a predictor of cardiovascular events in elderly hypertensive patients: Hypertension in the Very Elderly Trial

August 2016

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42 Reads

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30 Citations

Journal of Hypertension

Objective: We assessed the prognostic value of ECG left ventricular hypertrophy (LVH) using Sokolow-Lyon (SL-LVH), Cornell voltage (CV-LVH) or Cornell product (CP-LVH) criteria in 3043 hypertensive people aged 80 years and over enrolled in the Hypertension in the Very Elderly Trial. Methods: Multivariate Cox proportional hazard models were used to estimate hazard ratios with 95% confidence intervals (CIs) for all-cause mortality, cardiovascular diseases, stroke and heart failure in participants with and without LVH at baseline. The mean follow-up was 2.1 years. Results: LVH identified by CV-LVH or CP-LVH criteria was associated with a 1.6-1.9-fold risk of cardiovascular disease and stroke. The presence of CP-LVH was associated with an increased risk of heart failure (hazard ratio 2.38, 95% CI 1.16-4.86). In sex-specific analyses, CV-LVH (hazard ratio 1.94, 95% CI 1.06-3.55) and CP-LVH (hazard ratio 2.36, 95% CI 1.25-4.45) were associated with an increased risk of stroke in women and of heart failure in men, CV-LVH (hazard ratio 6.47, 95% CI 1.41-29.79) and CP-LVH (10.63, 95% CI 3.58-31.57), respectively. There was no significant increase in the risk of any outcomes associated with Sokolow-Lyon-LVH. LVH identified by these three methods was not a significant predictor of all-cause mortality. Conclusion: Use of Cornell voltage and Cornell product criteria for LVH predicted the risk of cardiovascular disease and stroke. Only Cornell product was associated with an increased risk of heart failure. This was particularly the case in men. The identification of ECG LVH proved to be important in very elderly hypertensive people.


Citations (88)


... Empfehlung für ein systolisches Blutdruckziel von 120-129 mm Hg, wobei primär ACE("angiotensin-converting enzyme")-Hemmer oder Angiotensinrezeptorblocker zum Einsatz kommen sollten [51][52][53][54][55]. Es wird in 2 separaten Empfehlungen ein etwas liberaleres Blutdruckziel von weniger als 140/90 mm Hg für fragile Patienten mit pAVK und Aortenerkrankungen empfohlen (Alter ≥ 85 Jahre, Pflegebedürftigkeit, orthostatische Hypotension, Lebenserwartung < 3 Jahre; ...

Reference:

What is new in the management of peripheral arterial occlusive disease and diseases of the aorta? : Highlights of the ESC guidelines 2024
Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis

The Lancet

... To prevent stroke in adults with stage 2 hypertension or stage 1 hypertension with a higher risk of atherosclerotic CVD, lifestyle improvements and treatment with antihypertensive drugs are recommended to lower systolic/diastolic blood pressure (SBP/DBP) to below 130/80 mm Hg [1,[42][43][44][45]. Thiazide and thiazide like diuretics, calcium channel blockers, angiotensinconverting enzyme inhibitors and angiotensin receptor blockers are recommended as initial antihypertensive drug therapies [1,46,47] The latest ESH (European Society of Hypertension) ...

Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant-level data meta-analysis

The Lancet

... La definición de síndrome coronario agudo (SCA), gestada de manera paralela a los avances diagnósticos-terapéuticos de indudable repercusión clínica, ha englobado las diferentes formas de presentación de la cardiopatía isquémica aguda. En especial su estratificación pronóstica ha protagonizado el interés de las diferentes sociedades científicas durante la última década.(2) A pesar de las posibilidades terapéuticas actuales, el síndrome coronario agudo presenta todavía una morbimortalidad elevada.(3) ...

Guía de práctica clínica de la ESC para el manejo del infarto agudo de miocardio en pacientes con elevación del segmento ST
  • Citing Article
  • January 2012

... Ischemic etiology was defined based on a documented history of myocardial infarction or coronary angiography. Arterial hypertension was diagnosed according to the 2018 European Society of Cardiology/European Society of Hypertension (ESC/ESH) guidelines for the management of arterial hypertension [17]. Furthermore, the exclusion criteria included the following: HF due to valvular heart disease, chronic obstructive pulmonary disease, systemic inflammatory diseases and diabetes. ...

2018 ESC/ESH Guidelines for the management of arterial hypertension

... When a hypertensive emergency is suspected, the patient should remain in the hospital and the following tests are recommended: complete blood count, kidney function tests, electrolytes and an electrocardiogram 17 . Additional testing should be guided by the clinical presentation (Table 1). ...

2018 ESC/ESH Guidelines for the management of arterial hypertension

European Heart Journal

... Numerous studies have demonstrated the benefits of PA in patients with diabetes and/or hypertension, including the reduction of the systolic blood pressure, the incidence of mortality [30], insulin resistance [31], and the incidence of complications [32][33][34]. A volume of ≥ 150 min MPA per week was recommended for patients with diabetes or hypertension, even a volume of 90 min VPA per week was recommended for patients with diabetes to reinforcement benifits [35]. Meanwhile, we should aware that additional safety considerations are needed for such patients. ...

Exercise Prescription in Patients with Different Combinations of Cardiovascular Disease Risk Factors: A Consensus Statement from the EXPERT Working Group

Sports Medicine

... In this reality, most of these factors are modifiable and therefore preventable. Predictions of various cardiovascular diseases vary depending on the population [3]. Many investigations in the field of data science (e.g., [4][5][6][7]) approximate the work done in this study, since they used the relatively small cardiovascular disease data set composed of 14 features and 303 patient records and aimed to recognize patterns or make diagnoses based on clinical test results established for each population (i.e., data) to explain symptoms present in patients. ...

Predicting risk of fatal cardiovascular disease and sudden death in hypertension
  • Citing Article
  • November 2017

Journal of Hypertension

... PEX7 is an import receptor for structures called peroxisomes, where different substances, including fatty acids and toxic compounds, are broken down. Two peroxisome proliferator-activated receptors have been previously found to be associated with physical fitness (53,54). Peroxisome proliferator-activated receptors function as transcription factors regulating several biological processes, including lipid and glucose metabolism, cell proliferation and differentiation, inflammation, and vascular biology (55). ...

The CAREGENE study: genetic variants of the endothelium and aerobic power in patients with coronary artery disease
  • Citing Article
  • August 2011

Acta Cardiologica

... There are fewer studies that investigated the correlation between aerobic performance and muscle thickness [32,33]. Our study results show a negative relationship between GL and soleus muscle thickness with aerobic performance; subjects with lower GL and soleus muscle thickness had higher performance on the shuttle run test. ...

Muscular strength and diameter as determinants of aerobic power and aerobic power response to exercise training in CAD patients
  • Citing Article
  • August 2012

Acta Cardiologica

... The study durations varied widely, ranging from short-term to long-term investigations. Most studies (n = 4) had durations of approximately 3 years [39,[56][57][58]. The shortest durations included studies lasting only 4 months [53] or 2 months [27]. ...

The European Association of Preventive Cardiology Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool: A digital training and decision support system for optimized exercise prescription in cardiovascular disease. Concept, definitions and construction methodology

European Journal of Preventive Cardiology