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Featured researches published by Christine Robertson.


JAMA | 2012

Common Carotid Intima-Media Thickness Measurements in Cardiovascular Risk Prediction: A Meta-analysis

Hester M. den Ruijter; Sanne A.E. Peters; Todd J. Anderson; Annie Britton; Jacqueline M. Dekker; Marinus J.C. Eijkemans; Gunnar Engström; Gregory W. Evans; Jacqueline de Graaf; Diederick E. Grobbee; Bo Hedblad; Albert Hofman; Suzanne Holewijn; Ai Ikeda; Maryam Kavousi; Kazuo Kitagawa; Akihiko Kitamura; Hendrik Koffijberg; Eva Lonn; Matthias W. Lorenz; Ellisiv B. Mathiesen; G. Nijpels; Shuhei Okazaki; Daniel H. O'Leary; Joseph F. Polak; Jackie F. Price; Christine Robertson; Christopher M. Rembold; Maria Rosvall; Tatjana Rundek

CONTEXT The evidence that measurement of the common carotid intima-media thickness (CIMT) improves the risk scores in prediction of the absolute risk of cardiovascular events is inconsistent. OBJECTIVE To determine whether common CIMT has added value in 10-year risk prediction of first-time myocardial infarctions or strokes, above that of the Framingham Risk Score. DATA SOURCES Relevant studies were identified through literature searches of databases (PubMed from 1950 to June 2012 and EMBASE from 1980 to June 2012) and expert opinion. STUDY SELECTION Studies were included if participants were drawn from the general population, common CIMT was measured at baseline, and individuals were followed up for first-time myocardial infarction or stroke. DATA EXTRACTION Individual data were combined into 1 data set and an individual participant data meta-analysis was performed on individuals without existing cardiovascular disease. RESULTS We included 14 population-based cohorts contributing data for 45,828 individuals. During a median follow-up of 11 years, 4007 first-time myocardial infarctions or strokes occurred. We first refitted the risk factors of the Framingham Risk Score and then extended the model with common CIMT measurements to estimate the absolute 10-year risks to develop a first-time myocardial infarction or stroke in both models. The C statistic of both models was similar (0.757; 95% CI, 0.749-0.764; and 0.759; 95% CI, 0.752-0.766). The net reclassification improvement with the addition of common CIMT was small (0.8%; 95% CI, 0.1%-1.6%). In those at intermediate risk, the net reclassification improvement was 3.6% in all individuals (95% CI, 2.7%-4.6%) and no differences between men and women. CONCLUSION The addition of common CIMT measurements to the Framingham Risk Score was associated with small improvement in 10-year risk prediction of first-time myocardial infarction or stroke, but this improvement is unlikely to be of clinical importance.


The Lancet | 2012

Carotid intima-media thickness progression to predict cardiovascular events in the general population (the PROG-IMT collaborative project) : a meta-analysis of individual participant data

Matthias W. Lorenz; Joseph F. Polak; Maryam Kavousi; Ellisiv B. Mathiesen; Henry Völzke; Tomi Pekka Tuomainen; Dirk Sander; Matthieu Plichart; Alberico L. Catapano; Christine Robertson; Stefan Kiechl; Tatjana Rundek; Moïse Desvarieux; Lars Lind; Caroline Schmid; Pronabesh DasMahapatra; Lu Gao; Kathrin Ziegelbauer; Michiel L. Bots; Simon G. Thompson

BACKGROUND Carotid intima-media thickness (cIMT) is related to the risk of cardiovascular events in the general population. An association between changes in cIMT and cardiovascular risk is frequently assumed but has rarely been reported. Our aim was to test this association. METHODS We identified general population studies that assessed cIMT at least twice and followed up participants for myocardial infarction, stroke, or death. The study teams collaborated in an individual participant data meta-analysis. Excluding individuals with previous myocardial infarction or stroke, we assessed the association between cIMT progression and the risk of cardiovascular events (myocardial infarction, stroke, vascular death, or a combination of these) for each study with Cox regression. The log hazard ratios (HRs) per SD difference were pooled by random effects meta-analysis. FINDINGS Of 21 eligible studies, 16 with 36,984 participants were included. During a mean follow-up of 7·0 years, 1519 myocardial infarctions, 1339 strokes, and 2028 combined endpoints (myocardial infarction, stroke, vascular death) occurred. Yearly cIMT progression was derived from two ultrasound visits 2-7 years (median 4 years) apart. For mean common carotid artery intima-media thickness progression, the overall HR of the combined endpoint was 0·97 (95% CI 0·94-1·00) when adjusted for age, sex, and mean common carotid artery intima-media thickness, and 0·98 (0·95-1·01) when also adjusted for vascular risk factors. Although we detected no associations with cIMT progression in sensitivity analyses, the mean cIMT of the two ultrasound scans was positively and robustly associated with cardiovascular risk (HR for the combined endpoint 1·16, 95% CI 1·10-1·22, adjusted for age, sex, mean common carotid artery intima-media thickness progression, and vascular risk factors). In three studies including 3439 participants who had four ultrasound scans, cIMT progression did not correlate between occassions (reproducibility correlations between r=-0·06 and r=-0·02). INTERPRETATION The association between cIMT progression assessed from two ultrasound scans and cardiovascular risk in the general population remains unproven. No conclusion can be derived for the use of cIMT progression as a surrogate in clinical trials. FUNDING Deutsche Forschungsgemeinschaft.


Diabetes Care | 2014

Severe hypoglycemia and cognitive decline in older people with type 2 diabetes: the Edinburgh Type 2 Diabetes Study.

Insa Feinkohl; Phyu Phyu Aung; Marketa Keller; Christine Robertson; Joanne R. Morling; Stela McLachlan; Ian J. Deary; Brian M. Frier; Mark W. J. Strachan; Jackie F. Price

OBJECTIVE People with type 2 diabetes are at increased risk of age-related cognitive decline and dementia. Hypoglycemia is a candidate risk factor, but the direction of association between episodes of severe hypoglycemia and cognitive decline in type 2 diabetes remains uncertain. RESEARCH DESIGN AND METHODS In the Edinburgh Type 2 Diabetes Study, cognitive function was assessed in 831 adults with type 2 diabetes (aged 60–75 years) at baseline and after 4 years. Scores on seven neuropsychological tests were combined into a standardized general ability factor g. Self-reported history of severe hypoglycemia at baseline (history of hypoglycemia) and at follow-up (incident hypoglycemia) was recorded. RESULTS A history of hypoglycemia was reported by 9.3% of subjects, and 10.2% reported incident hypoglycemia. Incident hypoglycemia was associated with poorer cognitive ability at baseline (age- and sex-adjusted odds ratio for lowest tertile of g 2.04 [95% CI 1.25–3.31], P = 0.004). Both history of hypoglycemia and incident hypoglycemia were also associated with greater cognitive decline during follow-up (mean follow-up g adjusted for age, sex, and baseline g −0.25 vs. 0.03 [P = 0.02] and −0.28 vs. 0.04 [P = 0.01], respectively), including after addition of vascular risk factors and cardiovascular and microvascular disease to the models (−0.23 vs. 0.03 [P = 0.04] and −0.21 vs. 0.05 [P = 0.03], respectively). CONCLUSIONS The relationship between cognitive impairment and hypoglycemia appeared complex, with severe hypoglycemia associated with both poorer initial cognitive ability and accelerated cognitive decline.


Vascular Medicine | 2012

Carotid intima–media thickness and the prediction of vascular events

Christine Robertson; F Gerry; R Fowkes; Jacqueline F. Price

Carotid intima–media thickness (cIMT) has received interest as a predictor of cardiovascular events in recent years. Use of cIMT in a clinical setting is limited by the variability in measurement and the lack of evidence for its use in clinical risk prediction. This review examines the major studies that have assessed the relationship between cIMT and cardiovascular event risk and discusses the current role of IMT in cardiovascular risk prediction.


International Journal of Epidemiology | 2016

Adult height, coronary heart disease and stroke: a multi-locus Mendelian randomization meta-analysis

Eveline Nüesch; Caroline Dale; Tom Palmer; Jon White; Brendan J. Keating; E P van Iperen; Anuj Goel; Sandosh Padmanabhan; Folkert W. Asselbergs; W. M. M. Verschuren; Cisca Wijmenga; Y. T. van der Schouw; N. C. Onland-Moret; Leslie A. Lange; Gerald K. Hovingh; Suthesh Sivapalaratnam; Richard Morris; Peter H. Whincup; G S Wannamethe; Tom R. Gaunt; Shah Ebrahim; Laura Steel; Nikhil Nair; Alex P. Reiner; Charles Kooperberg; James F. Wilson; Jennifer L. Bolton; Stela McLachlan; Jacqueline F. Price; Mark W. J. Strachan

Abstract Background: We investigated causal effect of completed growth, measured by adult height, on coronary heart disease (CHD), stroke and cardiovascular traits, using instrumental variable (IV) Mendelian randomization meta-analysis. Methods: We developed an allele score based on 69 single nucleotide polymorphisms (SNPs) associated with adult height, identified by the IBCCardioChip, and used it for IV analysis against cardiovascular risk factors and events in 21 studies and 60 028 participants. IV analysis on CHD was supplemented by summary data from 180 height-SNPs from the GIANT consortium and their corresponding CHD estimates derived from CARDIoGRAMplusC4D. Results: IV estimates from IBCCardioChip and GIANT-CARDIoGRAMplusC4D showed that a 6.5-cm increase in height reduced the odds of CHD by 10% [odds ratios 0.90; 95% confidence intervals (CIs): 0.78 to 1.03 and 0.85 to 0.95, respectively],which agrees with the estimate from the Emerging Risk Factors Collaboration (hazard ratio 0.93; 95% CI: 0.91 to 0.94). IV analysis revealed no association with stroke (odds ratio 0.97; 95% CI: 0.79 to 1.19). IV analysis showed that a 6.5-cm increase in height resulted in lower levels of body mass index (P < 0.001), triglycerides (P < 0.001), non high-density (non-HDL) cholesterol (P < 0.001), C-reactive protein (P = 0.042), and systolic blood pressure (P = 0.064) and higher levels of forced expiratory volume in 1 s and forced vital capacity (P < 0.001 for both). Conclusions: Taller individuals have a lower risk of CHD with potential explanations being that taller people have a better lung function and lower levels of body mass index, cholesterol and blood pressure.


Diabetes Care | 2013

Clinical and Subclinical Macrovascular Disease as Predictors of Cognitive Decline in Older Patients With Type 2 Diabetes: The Edinburgh Type 2 Diabetes Study

Insa Feinkohl; Marketa Keller; Christine Robertson; Joanne R. Morling; Rachel M. Williamson; Lisa D. Nee; Stela McLachlan; Naveed Sattar; Paul Welsh; Rebecca M. Reynolds; Tom C. Russ; Ian J. Deary; Mark W. J. Strachan; Jackie F. Price

OBJECTIVE Macrovascular disease may contribute to increased risk of accelerated cognitive decline in patients with type 2 diabetes. We aimed to determine associations of measures of macrovascular disease with cognitive change in a cognitively healthy older population with type 2 diabetes. RESEARCH DESIGN AND METHODS Eight hundred thirty-one men and women (aged 60–75 years) attended two waves of the prospective Edinburgh Type 2 Diabetes Study (ET2DS). At baseline, clinical and subclinical macrovascular disease was measured, including cardiovascular event history, carotid intima-media thickness (cIMT), ankle brachial index (ABI), and serum N-terminal probrain natriuretic peptide (NT-proBNP). Seven neuropsychological tests were administered at baseline and after 4 years; scores were combined to a standardized general ability factor (g). Adjustment of follow-up g for baseline g assessed 4-year cognitive change. Adjustment for vocabulary (estimated premorbid ability) was used to estimate lifetime cognitive change. RESULTS Measures of cognitive decline were significantly associated with stroke, NT-proBNP, ABI, and cIMT, but not with nonstroke vascular events. The association of stroke with increased estimated lifetime cognitive decline (standardized β, −0.12) and of subclinical markers with actual 4-year decline (standardized β, −0.12, 0.12, and −0.15 for NT-proBNP, ABI, and cIMT, respectively) reached the Bonferroni-adjusted level of statistical significance (P < 0.006). Results altered only slightly on adjustment for vascular risk factors. CONCLUSIONS Stroke and subclinical markers of cardiac stress and generalized atherosclerosis are associated with cognitive decline in older patients with type 2 diabetes. Further investigation into the potential use of subclinical vascular disease markers in predicting cognitive decline is warranted.


Hypertension | 2014

Common Carotid Intima-Media Thickness Measurements Do Not Improve Cardiovascular Risk Prediction in Individuals With Elevated Blood Pressure: The USE-IMT Collaboration

Michiel L. Bots; Karlijn A. Groenewegen; Todd J. Anderson; Annie Britton; Jacqueline M. Dekker; Gunnar Engström; Greg W. Evans; Jacqueline de Graaf; Diederick E. Grobbee; Bo Hedblad; Albert Hofman; Suzanne Holewijn; Ai Ikeda; Maryam Kavousi; Kazuo Kitagawa; Akihiko Kitamura; M. Arfan Ikram; Eva Lonn; Matthias W. Lorenz; Ellisiv B. Mathiesen; G. Nijpels; Shuhei Okazaki; Daniel H. O'Leary; Joseph F. Polak; Jacqueline F. Price; Christine Robertson; Christopher M. Rembold; Maria Rosvall; Tatjana Rundek; Jukka T. Salonen

Carotid intima-media thickness (CIMT) is a marker of cardiovascular risk. It is unclear whether measurement of mean common CIMT improves 10-year risk prediction of first-time myocardial infarction or stroke in individuals with elevated blood pressure. We performed an analysis among individuals with elevated blood pressure (ie, a systolic blood pressure ≥140 mm Hg and a diastolic blood pressure ≥ 90 mm Hg) in USE-IMT, a large ongoing individual participant data meta-analysis. We refitted the risk factors of the Framingham Risk Score on asymptomatic individuals (baseline model) and expanded this model with mean common CIMT (CIMT model) measurements. From both models, 10-year risks to develop a myocardial infarction or stroke were estimated. In individuals with elevated blood pressure, we compared discrimination and calibration of the 2 models and calculated the net reclassification improvement (NRI). We included 17 254 individuals with elevated blood pressure from 16 studies. During a median follow-up of 9.9 years, 2014 first-time myocardial infarctions or strokes occurred. The C-statistics of the baseline and CIMT models were similar (0.73). NRI with the addition of mean common CIMT was small and not significant (1.4%; 95% confidence intervals, −1.1 to 3.7). In those at intermediate risk (n=5008, 10-year absolute risk of 10% to 20%), the NRI was 5.6% (95% confidence intervals, 1.6–10.4). There is no added value of measurement of mean common CIMT in individuals with elevated blood pressure for improving cardiovascular risk prediction. For those at intermediate risk, the addition of mean common CIMT to an existing cardiovascular risk score is small but statistically significant.


Diabetes Care | 2014

Association Between Severe Hypoglycemia, Adverse Macrovascular Events, and Inflammation in the Edinburgh Type 2 Diabetes Study

Rachel Bedenis; Anna H. Price; Christine Robertson; J. R. Morling; Brian M. Frier; Mark W. J. Strachan; Jackie F. Price

OBJECTIVE To determine whether a history of severe hypoglycemia was associated with an increased risk of subsequent macrovascular events in people with type 2 diabetes and to explore possible mediation of this association by inflammation. RESEARCH DESIGN AND METHODS A cohort of 1,066 adults aged 60–75 years with type 2 diabetes was evaluated prospectively. Baseline history of severe hypoglycemia and plasma levels of the inflammatory markers C-reactive protein, fibrinogen, interleukin-6, and tumor necrosis factor-α were recorded. Their association with incident macrovascular events after 4 years was explored. RESULTS At baseline, 87 participants (8.2%) reported one or more episodes of severe hypoglycemia within the preceding year, and at follow-up 99 participants (9.3%) had suffered a new macrovascular event. Hypoglycemia was associated with increased odds of macrovascular events (odds ratio [OR] 2.11 [95% CI 1.06, 4.21], P = 0.035), including coronary heart events (OR 2.44 [95% CI 1.13, 5.26], P = 0.023), largely due to increased myocardial infarction (OR 4.02 [95% CI 1.54, 10.48], P = 0.004). Hypoglycemia was also associated with increased levels of inflammatory markers, including a general inflammation factor derived using principal-components analysis (P = 0.030, after adjustment for cardiometabolic risk factors). However, the significant association between hypoglycemia and macrovascular events persisted after adjustment for inflammatory markers. CONCLUSIONS The odds of suffering a macrovascular event were higher in patients with type 2 diabetes who had a history of severe hypoglycemia. There was no evidence that a proinflammatory state had a major role in mediating this association.


Circulation-cardiovascular Genetics | 2012

Identification of the BCAR1-CFDP1-TMEM170A Locus as a Determinant of Carotid Intima-Media Thickness and Coronary Artery Disease Risk

Karl Gertow; Bengt Sennblad; Rona J. Strawbridge; John Öhrvik; Delilah Zabaneh; Sonia Shah; Fabrizio Veglia; Cristiano Fava; Maryam Kavousi; Stela McLachlan; Mika Kivimäki; Jennifer L. Bolton; Lasse Folkersen; Bruna Gigante; Karin Leander; Max Vikström; Malin Larsson; Angela Silveira; John Deanfield; Benjamin F. Voight; Pierre Fontanillas; Maria Sabater-Lleal; Gualtiero I. Colombo; Meena Kumari; Claudia Langenberg; Nicholas J. Wareham; André G. Uitterlinden; Anders Gabrielsen; Ulf Hedin; Anders Franco-Cereceda

Background—Carotid intima-media thickness (cIMT) is a widely accepted marker of subclinical atherosclerosis. To date, large-scale investigations of genetic determinants of cIMT are sparse. Methods and Results—To identify cIMT-associated genes and genetic variants, a discovery analysis using the Illumina 200K CardioMetabochip was conducted in 3430 subjects with detailed ultrasonographic determinations of cIMT from the IMPROVE (Carotid Intima Media Thickness [IMT] and IMT-Progression as Predictors of Vascular Events in a High Risk European Population) study. Segment-specific IMT measurements of common carotid, bifurcation, and internal carotid arteries, and composite IMT variables considering the whole carotid tree (IMTmean, IMTmax, and IMTmean-max), were analyzed. A replication stage investigating 42 single-nucleotide polymorphisms for association with common carotid IMT was undertaken in 5 independent European cohorts (total n=11 590). A locus on chromosome 16 (lead single-nucleotide polymorphism rs4888378, intronic in CFDP1) was associated with cIMT at significance levels passing multiple testing correction at both stages (array-wide significant discovery P=6.75×10−7 for IMTmax; replication P=7.24×10−6 for common cIMT; adjustments for sex, age, and population substructure where applicable; minor allele frequency 0.43 and 0.41, respectively). The protective minor allele was associated with lower carotid plaque score in a replication cohort (P=0.04, n=2120) and lower coronary artery disease risk in 2 case-control studies of subjects with European ancestry (odds ratio [95% confidence interval] 0.83 [0.77–0.90], P=6.53×10−6, n=13 591; and 0.95 [0.92–0.98], P=1.83×10−4, n=82 297, respectively). Queries of human biobank data sets revealed associations of rs4888378 with nearby gene expression in vascular tissues (n=126–138). Conclusions—This study identified rs4888378 in the BCAR1-CFDP1-TMEM170A locus as a novel genetic determinant of cIMT and coronary artery disease risk in individuals of European descent.


European Journal of Preventive Cardiology | 2016

Inflammatory markers and extent and progression of early atherosclerosis: Meta-analysis of individual-participant-data from 20 prospective studies of the PROG-IMT collaboration

Peter Willeit; Simon G. Thompson; Stefan Agewall; Göran Bergström; Horst Bickel; Alberico L. Catapano; Kuo-Liong Chien; Eric de Groot; Jean Philippe Empana; Thorleif Etgen; Oscar H. Franco; Bernhard Iglseder; Stein Harald Johnsen; Maryam Kavousi; Lars Lind; Jing Liu; Ellisiv B. Mathiesen; Giuseppe Danilo Norata; Michael H. Olsen; Aikaterini Papagianni; Holger Poppert; Jackie F. Price; Ralph L. Sacco; David Yanez; Dong Zhao; Ulf Schminke; Alpaslan Bülbül; Joseph F. Polak; Albert Hofman; Liliana Grigore

Background Large-scale epidemiological evidence on the role of inflammation in early atherosclerosis, assessed by carotid ultrasound, is lacking. We aimed to quantify cross-sectional and longitudinal associations of inflammatory markers with common-carotid-artery intima-media thickness (CCA-IMT) in the general population. Methods Information on high-sensitivity C-reactive protein, fibrinogen, leucocyte count and CCA-IMT was available in 20 prospective cohort studies of the PROG-IMT collaboration involving 49,097 participants free of pre-existing cardiovascular disease. Estimates of associations were calculated within each study and then combined using random-effects meta-analyses. Results Mean baseline CCA-IMT amounted to 0.74 mm (SD = 0.18) and mean CCA-IMT progression over a mean of 3.9 years to 0.011 mm/year (SD = 0.039). Cross-sectional analyses showed positive linear associations between inflammatory markers and baseline CCA-IMT. After adjustment for traditional cardiovascular risk factors, mean differences in baseline CCA-IMT per one-SD higher inflammatory marker were: 0.0082 mm for high-sensitivity C-reactive protein (p < 0.001); 0.0072 mm for fibrinogen (p < 0.001); and 0.0025 mm for leucocyte count (p = 0.033). ‘Inflammatory load’, defined as the number of elevated inflammatory markers (i.e. in upper two quintiles), showed a positive linear association with baseline CCA-IMT (p < 0.001). Longitudinal associations of baseline inflammatory markers and changes therein with CCA-IMT progression were null or at most weak. Participants with the highest ‘inflammatory load’ had a greater CCA-IMT progression (p = 0.015). Conclusion Inflammation was independently associated with CCA-IMT cross-sectionally. The lack of clear associations with CCA-IMT progression may be explained by imprecision in its assessment within a limited time period. Our findings for ‘inflammatory load’ suggest important combined effects of the three inflammatory markers on early atherosclerosis.

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Matthias W. Lorenz

Goethe University Frankfurt

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Ellisiv B. Mathiesen

University Hospital of North Norway

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Maryam Kavousi

Erasmus University Rotterdam

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