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

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Publications (516)


Figure 1: Cumulative probability of major cardiovascular events by treatment allocation per 5 mm Hg reduction in systolic blood pressure, stratified by type 2 diabetes status at baseline Major cardiovascular events are defined as a composition of fatal or non-fatal stroke, fatal or non-fatal ischaemic heart disease, or heart failure causing death or requiring hospitalisation. HR=hazard ratio.
Figure 2: Effects of blood pressure-lowering treatment on primary and secondary outcomes, by type 2 diabetes status at baseline HRs were standardised for blood pressure reduction across trials and rescaled to a 5 mm Hg reduction in systolic blood pressure. p interaction was adjusted for multiple comparisons. HR=hazard ratio.
Figure 3: Percentage absolute risk reductions for the effect of blood pressure-lowering treatment on primary and secondary outcomes, by type 2 diabetes status at baseline Absolute risk reduction was estimated using a Poisson regression model with identity link. The unit is the percentage of absolute risk difference (treatment vs comparator), over follow-up time and reflects mean of blood pressure reduction across all trials. p interaction was adjusted for multiple comparisons.
Figure 4: Effects of systolic blood pressure-lowering treatment on major cardiovascular events stratified by baseline systolic blood pressure and type 2 diabetes status at baseline HRs were standardised for blood pressure reduction across trials and rescaled to a 5 mm Hg reduction in systolic blood pressure. p interaction was adjusted for multiple comparisons. HR=hazard ratio.
Blood pressure-lowering treatment for prevention of major cardiovascular diseases in people with and without type 2 diabetes: an individual participant-level data meta-analysis
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July 2022

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272 Reads

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69 Citations

The Lancet Diabetes & Endocrinology

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J Wang

Background Controversy exists as to whether the threshold for blood pressure-lowering treatment should differ between people with and without type 2 diabetes. We aimed to investigate the effects of blood pressure-lowering treatment on the risk of major cardiovascular events by type 2 diabetes status, as well as by baseline levels of systolic blood pressure. Methods We conducted a one-stage individual participant-level data meta-analysis of major randomised controlled trials using the Blood Pressure Lowering Treatment Trialists' Collaboration dataset. Trials with information on type 2 diabetes status at baseline were eligible if they compared blood pressure-lowering medications versus placebo or other classes of blood pressure-lowering medications, or an intensive versus a standard blood pressure-lowering strategy, and reported at least 1000 persons-years of follow-up in each group. Trials exclusively on participants with heart failure or with short-term therapies and acute myocardial infarction or other acute settings were excluded. We expressed treatment effect per 5 mm Hg reduction in systolic blood pressure on the risk of developing a major cardiovascular event as the primary outcome, defined as the first occurrence of fatal or non-fatal stroke or cerebrovascular disease, fatal or non-fatal ischaemic heart disease, or heart failure causing death or requiring hospitalisation. Cox proportional hazard models, stratified by trial, were used to estimate hazard ratios (HRs) separately by type 2 diabetes status at baseline, with further stratification by baseline categories of systolic blood pressure (in 10 mm Hg increments from <120 mm Hg to ≥170 mm Hg). To estimate absolute risk reductions, we used a Poisson regression model over the follow-up duration. The effect of each of the five major blood pressure-lowering drug classes, including angiotensin-converting enzyme inhibitors, angiotensin II receptor blockers, β blockers, calcium channel blockers, and thiazide diuretics, was estimated using a network meta-analysis framework. This study is registered with PROSPERO, CRD42018099283. Findings We included data from 51 randomised clinical trials published between 1981 and 2014 involving 358 533 participants (58% men), among whom 103 325 (29%) had known type 2 diabetes at baseline. The baseline mean systolic/diastolic blood pressure of those with and without type 2 diabetes was 149/84 mm Hg (SD 19/11) and 153/88 mm Hg (SD 21/12), respectively. Over 4·2 years median follow-up (IQR 3·0–5·0), a 5 mm Hg reduction in systolic blood pressure decreased the risk of major cardiovascular events in both groups, but with a weaker relative treatment effect in participants with type 2 diabetes (HR 0·94 [95% CI 0·91–0·98]) compared with those without type 2 diabetes (0·89 [0·87–0·92]; pinteraction=0·0013). However, absolute risk reductions did not differ substantially between people with and without type 2 diabetes because of the higher absolute cardiovascular risk among participants with type 2 diabetes. We found no reliable evidence for heterogeneity of treatment effects by baseline systolic blood pressure in either group. In keeping with the primary findings, analysis using stratified network meta-analysis showed no evidence that relative treatment effects differed substantially between participants with type 2 diabetes and those without for any of the drug classes investigated. Interpretation Although the relative beneficial effects of blood pressure reduction on major cardiovascular events were weaker in participants with type 2 diabetes than in those without, absolute effects were similar. The difference in relative risk reduction was not related to the baseline blood pressure or allocation to different drug classes. Therefore, the adoption of differential blood pressure thresholds, intensities of blood pressure lowering, or drug classes used in people with and without type 2 diabetes is not warranted. Funding British Heart Foundation, UK National Institute for Health Research, and Oxford Martin School.

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Figure 2: Effects of antihypertensive drug classes on risk of any cancer (A) and cancer death (B), stratified by follow-up duration p values are for linear trend and heterogeneity adjusted for multiple testing. n/N=number of events/number of participants. HR=hazard ratio. ACEI=angiotensin-converting enzyme inhibitors. ARB=angiotensin II receptor blockers.
Figure 3: Effects of antihypertensive drug classes on risk of site-specific cancers Unadjusted p values for heterogeneity and p values adjusted for multiple comparisons are presented. n/N=number of events/number of participants. HR=hazard ratio. ACEI=angiotensin-converting enzyme inhibitors. ARB=angiotensin II receptor blockers.
Antihypertensive treatment and risk of cancer: an individual participant data meta-analysis

April 2021

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264 Reads

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81 Citations

The Lancet Oncology

Background Some studies have suggested a link between antihypertensive medication and cancer, but the evidence is so far inconclusive. Thus, we aimed to investigate this association in a large individual patient data meta-analysis of randomised clinical trials. Methods We searched PubMed, MEDLINE, The Cochrane Central Register of Controlled Trials, and ClinicalTrials.gov from Jan 1, 1966, to Sept 1, 2019, to identify potentially eligible randomised controlled trials. Eligible studies were randomised controlled trials comparing one blood pressure lowering drug class with a placebo, inactive control, or other blood pressure lowering drug. We also required that trials had at least 1000 participant years of follow-up in each treatment group. Trials without cancer event information were excluded. We requested individual participant data from the authors of eligible trials. We pooled individual participant-level data from eligible trials and assessed the effects of angiotensin-converting enzyme inhibitors (ACEIs), angiotensin II receptor blockers (ARBs), β blockers, calcium channel blockers, and thiazide diuretics on cancer risk in one-stage individual participant data and network meta-analyses. Cause-specific fixed-effects Cox regression models, stratified by trial, were used to calculate hazard ratios (HRs). The primary outcome was any cancer event, defined as the first occurrence of any cancer diagnosed after randomisation. This study is registered with PROSPERO (CRD42018099283). Findings 33 trials met the inclusion criteria, and included 260 447 participants with 15 012 cancer events. Median follow-up of included participants was 4·2 years (IQR 3·0–5·0). In the individual participant data meta-analysis comparing each drug class with all other comparators, no associations were identified between any antihypertensive drug class and risk of any cancer (HR 0·99 [95% CI 0·95–1·04] for ACEIs; 0·96 [0·92–1·01] for ARBs; 0·98 [0·89–1·07] for β blockers; 1·01 [0·95–1·07] for thiazides), with the exception of calcium channel blockers (1·06 [1·01–1·11]). In the network meta-analysis comparing drug classes against placebo, we found no excess cancer risk with any drug class (HR 1·00 [95% CI 0·93–1·09] for ACEIs; 0·99 [0·92–1·06] for ARBs; 0·99 [0·89–1·11] for β blockers; 1·04 [0·96–1·13] for calcium channel blockers; 1·00 [0·90–1·10] for thiazides). Interpretation We found no consistent evidence that antihypertensive medication use had any effect on cancer risk. Although such findings are reassuring, evidence for some comparisons was insufficient to entirely rule out excess risk, in particular for calcium channel blockers. Funding British Heart Foundation, National Institute for Health Research, Oxford Martin School.


Figure 1 Literature search and trial selection flowchart.
Figure 2 Overview of collaboration governance. BPLTT, Blood Pressure-Lowering Treatment Trialists' Collaboration
Investigating the stratified efficacy and safety of pharmacological blood pressure-lowering: an overall protocol for individual patient-level data meta-analyses of over 300 000 randomised participants in the new phase of the Blood Pressure Lowering Treatment Trialists' Collaboration (BPLTTC)

July 2019

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177 Reads

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12 Citations

BMJ Open

Introduction Previous research from the Blood Pressure Lowering Treatment Trialists’ Collaboration (BPLTTC) and others has shown that pharmacological blood pressure (BP)- lowering substantially reduces the risk of major cardiovascular events, including ischaemic heart disease, heart failure and stroke. In this new phase, the aim is to conduct individual patient-level data (IPD) meta-analyses involving eligible BP-lowering randomised controlled trials (RCTs) to address uncertainties relating to efficacy and safety of BP-lowering treatment. Methods and analysis RCTs investigating the effect of pharmacological BP-lowering, with a minimum of 1000 patient-years of follow-up in each trial arm, are eligible. Our systematic review identified 100 potentially eligible trials. We requested their investigators/sponsors to contribute baseline, follow-up and outcomes data. As of June 2018, the collaboration has obtained data from 49 trials (n=315 046 participants), with additional data currently in the process of being transferred from four RCTs (n=34 642 participants). In addition, data harmonisation has commenced. Scientific activities of the collaboration are overseen by the Steering Committee with input from all collaborators. Detailed protocols for individual meta-analyses will be developed and registered on public platforms. Ethics and dissemination Ethics approval has been obtained for this new and extended phase of the BPLTTC, the largest collaboration of de-identified IPD from RCTs. It offers an efficient and ethical manner of re-purposing existing data to answer clinically important questions relating to BP treatment as well as methodological questions relating to IPD meta-analyses. Among the immediate impacts will include reliable quantification of effects of treatment modifiers, such as baseline BP, age and prior disease, on both vascular and non-vascular outcomes. Analyses will further assess the impact of BP-lowering on important, but less well understood, outcomes, such as new-onset diabetes and renal disease. Findings will be published in peer-reviewed medical journals on behalf of the collaboration.


Linee guida ESC/ESH 2018 per la diagnosi e il trattamento dell'ipertensione arteriosa: Task Force per la Diagnosi e il Trattamento dell'Ipertensione Arteriosa della Società Europea di Cardiologia (ESC) e della Società Europea dell'Ipertensione Arteriosa (ESH)

November 2018

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4,512 Reads

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83 Citations

Giornale Italiano di Cardiologia


Figure 1. Between period gender-age directly standardized risk ratios and 95% confident intervals for overweight/obesity (left panel) and hypertension (right panel) in all participants and crude risk ratios in the various gender-age strata 
Gender-age directly standardized prevalence and between period risk ratio for overweight/obesity and hypertension
Independent determinants of hypertension
Trends in prevalence of obesity and hypertension in an urban Congolese community

February 2018

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173 Reads

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12 Citations

Journal of Epidemiological Research

Objective: To assess trends over time in the prevalence of overweight/obesity and hypertension among adult Congolese people.Methods: Data from 1292 inhabitants of an urban Congolese community collected in 2007-8 were confronted to observations from a 1983-4 survey of 424 participants from the same location. Prevalence of overweight/obesity and hypertension was directly standardized for gender and age. We modeled the risk of hypertension in a multivariable logistic regression analysis including the participants from the two periods and a dummy variable (coded 0 for 1983-4, 1 for 2007-8).Results: Gender distribution was similar in 2007-8 and 1983-4 with women representing 56.6% and 55.2% of the participants, respectively. Age averaged 37±15 years in 2007-8 vs. 33±12 years in 1983-4 (P˂.0001). Crude prevalence of overweight/obesity (26.7 vs 42.3%; P<.0001) and hypertension (21.5% vs. 30.9%; P=.0002) was higher in 2007-8. The 2007-8 prevalence of overweight/obesity was 15.6%, 14.2% and 16.8% higher respectively for all subjects, women and men. The respective differences were 9.4%, 16.7% and 0.3% for hypertension. Overweight/obesity predominated among women at both periods, hypertension among men in 1983-4 with a trend in women at the latter period. The gender-age directly standardized prevalence was higher in 2007-8 for overweight/obesity [28.4(24.1–32.7)% vs. 41.3(38.8–43.7)%] and borderline for hypertension [24.9(20–28.9)% vs. 29.7(27.4–31.9)%]. The 1983-4/2007-8 risk ratio was 0.69 for overweight/obesity (P<.0001), 0.84 for hypertension (P=.054). Awareness, treatment and control of hypertension were higher in 2007-8 for all subjects and women, not for men. They were similar in both genders in 1983-4 but higher among women in 2007-8. In the logistic model including participants from both periods, the risk of hypertension increased with gender (OR for men vs women: 1.47 [95% CI:1.14–1.88]; P=.0029), age (for age ≥ 45 years: 5.62 [4.37–7.23]; P<.0001), overweight/obesity (present vs absent; 2.27 [1.77–2.91]; P<.0001) and pulse rate (for each 10 beats/min: 1.20 [1.08–1.32]; P=.0005); the risk was 35% higher in 2007-8 compared to 1983-4 (OR:1.35;95% CI:1.01–1.80; P=.0416).Conclusion: The data highlight the increment overtime in the prevalence of hypertension and overweight/obesity among adult urban Congolese dwellers whose global cardiovascular risk is rather high. Control of these features should be considered mandatory for prevention of cardiovascular diseases.






Figure 1. Flowchart of Number of Participants and Outcomes at 5.5 Years of Follow-up 
Diet and Kidney Disease in High-Risk Individuals With Type 2 Diabetes Mellitus

August 2013

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788 Reads

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145 Citations

JAMA Internal Medicine

Importance: Type 2 diabetes mellitus and associated chronic kidney disease (CKD) have become major public health problems. Little is known about the influence of diet on the incidence or progression of CKD among individuals with type 2 diabetes. Objective: To examine the association between (healthy) diet, alcohol, protein, and sodium intake, and incidence or progression of CKD among individuals with type 2 diabetes. Design, setting, and participants: All 6213 individuals with type 2 diabetes without macroalbuminuria from the Ongoing Telmisartan Alone and in Combination With Ramipril Global Endpoint Trial (ONTARGET) were included in this observational study. Recruitment spanned from January 2002 to July 2003, with prospective follow-up through January 2008. Main outcomes and measures: Chronic kidney disease was defined as new microalbuminuria or macroalbuminuria or glomerular filtration rate decline of more than 5% per year at 5.5 years of follow-up. We assessed diet using the modified Alternate Healthy Eating Index (mAHEI). The analyses were adjusted for known risk factors, and competing risk of death was considered. Results: After 5.5 years of follow-up, 31.7% of participants had developed CKD and 8.3% had died. Compared with participants in the least healthy tertile of mAHEI score, participants in the healthiest tertile had a lower risk of CKD (adjusted odds ratio [OR], 0.74; 95% CI, 0.64-0.84) and lower risk of mortality (OR, 0.61; 95% CI, 0.48-0.78). Participants consuming more than 3 servings of fruits per week had a lower risk of CKD compared with participants consuming these food items less frequently. Participants in the lowest tertile of total and animal protein intake had an increased risk of CKD compared with participants in the highest tertile (total protein OR, 1.16; 95% CI, 1.05-1.30). Sodium intake was not associated with CKD. Moderate alcohol intake reduced the risk of CKD (OR, 0.75; 95% CI, 0.65-0.87) and mortality (OR, 0.69; 95% CI, 0.53-0.89). Conclusions and relevance: A healthy diet and moderate intake of alcohol may decrease the incidence or progression of CKD among individuals with type 2 diabetes. Sodium intake, within a wide range, and normal protein intake are not associated with CKD. Trial registration: clinicaltrials.gov Identifier: NCT00153101.


Citations (56)


... Description and criticism of the additional evidence, i.e. the meta-analysis on diabetic patients and the data from ONTARGET, ALLHAT and SPRINT Interestingly, another subsequent BPLTTC individual participant-level data meta-analysis in people with and without type 2 diabetes [21] included 103 325 patients with diabetes and 55 252 people without previous CVD and thus treated for primary prevention. These diabetic patients did not have BP <140/90 mmHg at baseline [21]. ...

Reference:

Management of ‘Elevated’ blood pressure according to the 2024 European Society of Cardiology Guidelines: lack of supportive evidence and high risk of excessive treatment
Blood pressure-lowering treatment for prevention of major cardiovascular diseases in people with and without type 2 diabetes: an individual participant-level data meta-analysis

The Lancet Diabetes & Endocrinology

... However, as these studies are observational and non-randomized, they are prone to biases. A small randomized controlled trial and a large metaanalysis of randomized controlled trials did not show associations of HCT use and phototoxicity or skin cancer risk 10,11 . It is important to note that susceptibility to skin cancer can be influenced by skin type, (sun)light exposure, genetics, age, and other variables 51 . ...

Antihypertensive treatment and risk of cancer: an individual participant data meta-analysis

The Lancet Oncology

... A recent meta-analysis of 33 randomized controlled trials have found no evidence of antihypertensive use in promoting cancer, but the limited follow-up with median less than 5 years and non-targeted design for cancer restricted the extension and the risk of site-specific cancer was not displayed [3,4]. A number of epidemiological studies focused on the association between antihypertensive treatment and risk of cancer including overall and site-specific risk, and no consistent conclusions could be drawn from these studies [5][6][7]. While some studies revealed increased risks of total or site-specific cancers in association with the use of antihypertensives, others reported null associations or reduced risk [8,9]. ...

Investigating the stratified efficacy and safety of pharmacological blood pressure-lowering: an overall protocol for individual patient-level data meta-analyses of over 300 000 randomised participants in the new phase of the Blood Pressure Lowering Treatment Trialists' Collaboration (BPLTTC)

BMJ Open

... kg (in a 24-h period or 2.3 kg a week), new or worsening dizziness, confusion, sadness or depression, loss of appetite, increased trouble sleeping, inability to lie flat (due to dyspnea), systolic blood pressure (SBP) <90 mmHg, heart rate ‡100 bpm, or BP >180/110 mmHg. [13][14][15] In such cases, the clinical team would consult with the patient's treating cardiologist to provide final recommendations, which could include accessing a local laboratory for necessary blood testing or seeking assistance from the nearest cardiology clinic or emergency service. Patients with a stable condition who did not have any of these conditions were advised by the clinical team to make changes in medications, diet, lifestyle, or exercise at home as necessary. ...

Linee guida ESC/ESH 2018 per la diagnosi e il trattamento dell'ipertensione arteriosa: Task Force per la Diagnosi e il Trattamento dell'Ipertensione Arteriosa della Società Europea di Cardiologia (ESC) e della Società Europea dell'Ipertensione Arteriosa (ESH)

Giornale Italiano di Cardiologia

... e highest prevalence of hypertension across WHO regions is found in Africa with 30% of all adults combined [6,7]. In the Democratic Republic of Congo (DRC), according to several studies [8][9][10][11][12][13][14][15], the prevalence of hypertension varies between 9.9 and 49.3%. ...

Trends in prevalence of obesity and hypertension in an urban Congolese community

Journal of Epidemiological Research

... В 2010 г. были опубликованы результаты «досмотра» Syst-Eur, подтверждающие преимущество эффективности комбинированной терапии по сравнению с монотерапией: риск снижения общей смертности достоверно снизился на 46%, а смертность от сердечно-сосудистых причинна 35% [12]. Таким образом, применение нитрендипина и эналаприла способствует не только лучшему контролю АД, но и улучшению прогноза и качества жизни у пожилых пациентов. ...

MORBIDITY AND MORTALITY ON COMBINATION VERSUS MONOTHERAPY IN THE SYSTOLIC HYPERTENSION IN EUROPE TRIAL: 2B.02
  • Citing Article
  • June 2010

Journal of Hypertension

... Our results showed higher attributable CVD mortality rates in the aged population and men. Overall, men were more likely to be addicted to smoking and drinking [25,28], and it was also reported that higher sodium in men urine than women [29]. Although women were less physical active than men [30], women had the 29 % higher odds of meeting physical activity targets [31]. ...

BLOOD PRESSURE IN RELATION TO THREE CANDIDATE GENES IN A CHINESE POPULATION: P2.220
  • Citing Article
  • June 2004

Journal of Hypertension

... When individuals with attributes such as their gender [20] or pre-existing illnesses such as bronchial asthma [21] and hypertension [22] are compared, the differences are statistically significant and are captured by both the pulse oximeter and ...

Guidelines for the management of arterial hypertension
  • Citing Article
  • January 2007

Journal of Hypertension

... response) [1]. This can elevate the overall perioperative risk to an unacceptable level, rendering patients ineligible for surgery [2,3]. This issue is particularly significant today, as the global population ages and the incidence of cardiovascular diseases continues to rise [4,5]. ...

2014 ESC/ESA guidelines on non-cardiac surgery: Cardiovascular assessment and management
  • Citing Article
  • August 2009

... Patients with AAAD at Fujian Heart Medical Center between June 2022 and August 2023 were recruited. Inclusion criteria were: (1) the presence of AAAD, as suggested by computed tomography and MRI [8]; (2) postoperative stage of patients with aortic dissection; and (3) 18 years of age or older. The exclusion criteria were: (1) patients with trauma-induced AAAD and pregnant women; (2) complicated with heart failure, liver insufficiency and other important organ damage diseases; (3) patents ICU stay < 24 h; (4) history of readmission; or (5) patients without full medical records. ...

2014 ESC guidelines on the diagnosis and treatment of aortic diseases