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1.  The Association between Intelligence and Telomere Length: A Longitudinal Population Based Study 
PLoS ONE  2012;7(11):e49356.
Low intelligence has been associated with poor health and mortality, but underlying mechanisms remain obscure. We hypothesized that low intelligence is associated with accelerated biological ageing as reflected by telomere length; we suggested potential mediation of this association by unhealthy behaviors and low socioeconomic position. The study was performed in a longitudinal population-based cohort study of 895 participants (46.8% males). Intelligence was measured with the Generalized Aptitude-Test Battery at mean age 52.8 years (33–79 years, SD = 11.3). Leukocyte telomere length was measured by PCR. Lifestyle and socioeconomic factors were assessed using written self-report measures. Linear regression analyses, adjusted for age, sex, and telomere length measured at the first assessment wave (T1), showed that low intelligence was associated with shorter leukocyte telomere length at approximately 2 years follow-up (beta = .081, t = 2.160, p = .031). Nearly 40% of this association was explained by an unhealthy lifestyle, while low socioeconomic position did not add any significant mediation. Low intelligence may be a risk factor for accelerated biological ageing, thereby providing an explanation for its association with poor health and mortality.
doi:10.1371/journal.pone.0049356
PMCID: PMC3498156  PMID: 23166646
2.  Genome-wide association study identifies loci influencing concentrations of liver enzymes in plasma 
Chambers, John C | Zhang, Weihua | Sehmi, Joban | Li, Xinzhong | Wass, Mark N | Van der Harst, Pim | Holm, Hilma | Sanna, Serena | Kavousi, Maryam | Baumeister, Sebastian E | Coin, Lachlan J | Deng, Guohong | Gieger, Christian | Heard-Costa, Nancy L | Hottenga, Jouke-Jan | Kühnel, Brigitte | Kumar, Vinod | Lagou, Vasiliki | Liang, Liming | Luan, Jian’an | Vidal, Pedro Marques | Leach, Irene Mateo | O’Reilly, Paul F | Peden, John F | Rahmioglu, Nilufer | Soininen, Pasi | Speliotes, Elizabeth K | Yuan, Xin | Thorleifsson, Gudmar | Alizadeh, Behrooz Z | Atwood, Larry D | Borecki, Ingrid B | Brown, Morris J | Charoen, Pimphen | Cucca, Francesco | Das, Debashish | de Geus, Eco J C | Dixon, Anna L | Döring, Angela | Ehret, Georg | Eyjolfsson, Gudmundur I | Farrall, Martin | Forouhi, Nita G | Friedrich, Nele | Goessling, Wolfram | Gudbjartsson, Daniel F | Harris, Tamara B | Hartikainen, Anna-Liisa | Heath, Simon | Hirschfield, Gideon M | Hofman, Albert | Homuth, Georg | Hyppönen, Elina | Janssen, Harry L A | Johnson, Toby | Kangas, Antti J | Kema, Ido P | Kühn, Jens P | Lai, Sandra | Lathrop, Mark | Lerch, Markus M | Li, Yun | Liang, T Jake | Lin, Jing-Ping | Loos, Ruth J F | Martin, Nicholas G | Moffatt, Miriam F | Montgomery, Grant W | Munroe, Patricia B | Musunuru, Kiran | Nakamura, Yusuke | O’Donnell, Christopher J | Olafsson, Isleifur | Penninx, Brenda W | Pouta, Anneli | Prins, Bram P | Prokopenko, Inga | Puls, Ralf | Ruokonen, Aimo | Savolainen, Markku J | Schlessinger, David | Schouten, Jeoffrey N L | Seedorf, Udo | Sen-Chowdhry, Srijita | Siminovitch, Katherine A | Smit, Johannes H | Spector, Timothy D | Tan, Wenting | Teslovich, Tanya M | Tukiainen, Taru | Uitterlinden, Andre G | Van der Klauw, Melanie M | Vasan, Ramachandran S | Wallace, Chris | Wallaschofski, Henri | Wichmann, H-Erich | Willemsen, Gonneke | Würtz, Peter | Xu, Chun | Yerges-Armstrong, Laura M | Abecasis, Goncalo R | Ahmadi, Kourosh R | Boomsma, Dorret I | Caulfield, Mark | Cookson, William O | van Duijn, Cornelia M | Froguel, Philippe | Matsuda, Koichi | McCarthy, Mark I | Meisinger, Christa | Mooser, Vincent | Pietiläinen, Kirsi H | Schumann, Gunter | Snieder, Harold | Sternberg, Michael J E | Stolk, Ronald P | Thomas, Howard C | Thorsteinsdottir, Unnur | Uda, Manuela | Waeber, Gérard | Wareham, Nicholas J | Waterworth, Dawn M | Watkins, Hugh | Whitfield, John B | Witteman, Jacqueline C M | Wolffenbuttel, Bruce H R | Fox, Caroline S | Ala-Korpela, Mika | Stefansson, Kari | Vollenweider, Peter | Völzke, Henry | Schadt, Eric E | Scott, James | Järvelin, Marjo-Riitta | Elliott, Paul | Kooner, Jaspal S
Nature genetics  2011;43(11):1131-1138.
Concentrations of liver enzymes in plasma are widely used as indicators of liver disease. We carried out a genome-wide association study in 61,089 individuals, identifying 42 loci associated with concentrations of liver enzymes in plasma, of which 32 are new associations (P = 10−8 to P = 10−190). We used functional genomic approaches including metabonomic profiling and gene expression analyses to identify probable candidate genes at these regions. We identified 69 candidate genes, including genes involved in biliary transport (ATP8B1 and ABCB11), glucose, carbohydrate and lipid metabolism (FADS1, FADS2, GCKR, JMJD1C, HNF1A, MLXIPL, PNPLA3, PPP1R3B, SLC2A2 and TRIB1), glycoprotein biosynthesis and cell surface glycobiology (ABO, ASGR1, FUT2, GPLD1 and ST3GAL4), inflammation and immunity (CD276, CDH6, GCKR, HNF1A, HPR, ITGA1, RORA and STAT4) and glutathione metabolism (GSTT1, GSTT2 and GGT), as well as several genes of uncertain or unknown function (including ABHD12, EFHD1, EFNA1, EPHA2, MICAL3 and ZNF827). Our results provide new insight into genetic mechanisms and pathways influencing markers of liver function.
doi:10.1038/ng.970
PMCID: PMC3482372  PMID: 22001757
3.  Metformin in non-Diabetic Patients Presenting with ST Elevation Myocardial Infarction: Rationale and Design of the Glycometabolic Intervention as Adjunct to Primary Percutaneous Intervention in ST Elevation Myocardial Infarction (GIPS)-III Trial 
Cardiovascular Drugs and Therapy  2012;26(5):417-426.
Background
Left ventricular dysfunction and the development of heart failure is a frequent and serious complication of myocardial infarction. Recent animal experimental studies suggested that metformin treatment reduces myocardial injury and preserves cardiac function in non-diabetic rats after experimental myocardial infarction. We will study the efficacy of metformin with the aim to preserve left ventricular ejection fraction in non-diabetic patients presenting with ST elevation myocardial infarction (STEMI).
Methods
The Glycometabolic Intervention as adjunct to Primary percutaneous intervention in ST elevation myocardial infarction (GIPS)-III trial is a prospective, single center, double blind, randomized, placebo-controlled trial. Three-hundred-and-fifty patients, without diabetes, requiring primary percutaneous coronary intervention (PCI) for STEMI will be randomized to metformin 500 mg twice daily or placebo treatment and will undergo magnetic resonance imaging (MRI) after 4 months. Major exclusion criteria were prior myocardial infarction and severe renal dysfunction. The primary efficacy parameter is left ventricular ejection fraction 4 months after randomization. Secondary and tertiary efficacy parameters include major adverse cardiac events, new onset diabetes and glycometabolic parameters, and echocardiographic diastolic function. Safety parameters include renal function deterioration and lactic acidosis.
Conclusions
The GIPS-III trial will evaluate the efficacy of metformin treatment to preserve left ventricular ejection fraction in STEMI patients without diabetes.
doi:10.1007/s10557-012-6413-1
PMCID: PMC3464381  PMID: 22968678
ST-elevation myocardial infarction; Metformin; Left ventricular ejection fraction; Heart failure; Cardiac remodeling
4.  Common variants in 22 loci are associated with QRS duration and cardiac ventricular conduction 
Sotoodehnia, Nona | Isaacs, Aaron | de Bakker, Paul I.W. | Dörr, Marcus | Newton-Cheh, Christopher | Nolte, Ilja M. | van der Harst, Pim | Müller, Martina | Eijgelsheim, Mark | Alonso, Alvaro | Hicks, Andrew A. | Padmanabhan, Sandosh | Hayward, Caroline | Smith, Albert Vernon | Polasek, Ozren | Giovannone, Steven | Fu, Jingyuan | Magnani, Jared W. | Marciante, Kristin D. | Pfeufer, Arne | Gharib, Sina A. | Teumer, Alexander | Li, Man | Bis, Joshua C. | Rivadeneira, Fernando | Aspelund, Thor | Köttgen, Anna | Johnson, Toby | Rice, Kenneth | Sie, Mark P.S. | Wang, Amanda Ying | Klopp, Norman | Fuchsberger, Christian | Wild, Sarah H. | Leach, Irene Mateo | Estrada, Karol | Völker, Uwe | Wright, Alan F. | Asselbergs, Folkert W. | Qu, Jiaxiang | Chakravarti, Aravinda | Sinner, Moritz F. | Kors, Jan A. | Petersmann, Astrid | Harris, Tamara B. | Soliman, Elsayed Z. | Munroe, Patricia B. | Psaty, Bruce M. | Oostra, Ben A. | Cupples, L. Adrienne | Perz, Siegfried | de Boer, Rudolf A. | Uitterlinden, André G. | Vözke, Henry | Spector, Timothy D. | Liu, Fang-Yu | Boerwinkle, Eric | Dominiczak, Anna F. | Rotter, Jerome I. | van Herpen, Gé | Levy, Daniel | Wichmann, H.-Erich | van Gilst, Wiek H. | Witteman, Jacqueline C.M. | Kroemer, Heyo K. | Kao, W.H. Linda | Heckbert, Susan R. | Meitinger, Thomas | Hofman, Albert | Campbell, Harry | Folsom, Aaron R. | van Veldhuisen, Dirk J. | Schwienbacher, Christine | O’Donnell, Christopher J. | Volpato, Claudia Beu | Caulfield, Mark J. | Connell, John M. | Launer, Lenore | Lu, Xiaowen | Franke, Lude | Fehrmann, Rudolf S.N. | Meerman, Gerard te | Groen, Harry J.M. | Weersma, Rinse K. | van den Berg, Leonard H. | Wijmenga, Cisca | Ophoff, Roel A. | Navis, Gerjan | Rudan, Igor | Snieder, Harold | Wilson, James F. | Pramstaller, Peter P. | Siscovick, David S. | Wang, Thomas J. | Gudnason, Vilmundur | van Duijn, Cornelia M. | Felix, Stephan B. | Fishman, Glenn I. | Jamshidi, Yalda | Stricker, Bruno H Ch | Samani, Nilesh J. | Kääb, Stefan | Arking, Dan E.
Nature Genetics  2010;42(12):1068-1076.
QRS interval on the electrocardiogram reflects ventricular depolarization and conduction time, and is a risk factor for mortality, sudden death, and heart failure. We performed a genome-wide association meta-analysis in 40,407 European-descent individuals from 14 studies, with further genotyping in 7170 additional Europeans, and identified 22 loci associated with QRS duration (P < 5 × 10−8). These loci map in or near genes in pathways with established roles in ventricular conduction such as sodium channels, transcription factors, and calcium-handling proteins, but also point to novel biologic processes, such as kinase inhibitors and genes related to tumorigenesis. We demonstrate that SCN10A, a gene at our most significant locus, is expressed in the mouse ventricular conduction system, and treatment with a selective SCN10A blocker prolongs QRS duration. These findings extend our current knowledge of ventricular depolarization and conduction.
doi:10.1038/ng.716
PMCID: PMC3338195  PMID: 21076409
QRS interval; ECG; quantitative trait; genome-wide association study
5.  Leukocyte Telomere Length in Healthy White and Black Adolescents: Relations to Race, Sex, Adiposity, Adipokines and Physical Activity 
The Journal of pediatrics  2010;158(2):215-220.
Objectives
To examine the relations of race, sex, adiposity, adipokines and physical activity to telomere length in adolescents.
Study design
Leukocyte telomere length (T/S ratio) was assessed cross-sectionally in 667 adolescents (aged 14–18 years, 48% blacks, 51% girls) using a quantitative PCR method. Generalized Estimating Equations analyses were performed.
Results
Black adolescents had longer telomeres than white adolescents (age and sex adjusted T/S ratio ± SE: 1.32 ± 0.01 vs. 1.27 ± 0.01, p=0.014) and girls had longer telomeres than boys (age and race adjusted T/S ratio ± SE: 1.31 ± 0.01 vs. 1.27 ± 0.01, p=0.007). None of the adiposity or adipokine measures explained a significant proportion of the variance in telomere length. Vigorous physical activity was positively associated with telomere length (adjusted R2=0.019, p=0.009) and accounted for 1.9% of the total variance only in girls.
Conclusion
This study, conducted in a biracial adolescent cohort, demonstrated that: (1) race and sex differences in telomere length have already emerged during adolescence; (2) adiposity and adipokines are not associated with telomere length at this age; and (3) the anti-aging effect of vigorous physical activity may begin in youth especially in girls.
doi:10.1016/j.jpeds.2010.08.007
PMCID: PMC3010324  PMID: 20855079
Telomere length; race; sex; adiposity; adipokines; physical activity; adolescents
6.  GENETIC ARCHITECTURE OF AMBULATORY BLOOD PRESSURE IN THE GENERAL POPULATION – INSIGHTS FROM CARDIOVASCULAR GENE-CENTRIC ARRAY 
Hypertension  2010;56(6):1069-1076.
Genetic determinants of blood pressure are poorly defined. We undertook a large-scale gene-centric analysis to identify loci and pathways associated with ambulatory systolic and diastolic blood pressure.
We measured 24-hour ambulatory BP in 2020 individuals from 520 white European nuclear families (the GRAPHIC Study) and genotyped their DNA using the Illumina HumanCVD BeadChip array which contains approximately 50000 single nucleotide polymorphisms in >2000 cardiovascular candidate loci. We found a strong association between rs13306560 polymorphism in the promoter region of MTHFR and CLCN6 and mean 24-hour diastolic blood pressure - each minor allele copy of rs13306560 was associated with 2.6 mmHg lower mean 24-hour diastolic blood pressure (P=1.2×10−8). rs13306560 was also associated with clinic diastolic blood pressure in a combined analysis of 8129 subjects from the GRAPHIC Study, the CoLaus Study and the Silesian Cardiovascular Study (P=5.4×10−6). Additional analysis of associations between variants in Gene Ontology-defined pathways and mean 24-hour blood pressure in the GRAPHIC Study showed that cell survival control signalling cascades could play a role in blood pressure regulation. There was also a significant over-representation of rare variants (minor allele frequency <0.05) amongst polymorphisms showing at least nominal association with mean 24-hour blood pressure indicating that a considerable proportion of its heritability may be explained by uncommon alleles.
Through a large scale gene-centric analysis of ambulatory blood pressure, we identified an association of a novel variant at the MTHFR/CLNC6 locus with diastolic blood pressure and provided new insights into the genetic architecture of blood pressure.
doi:10.1161/HYPERTENSIONAHA.110.155721
PMCID: PMC3035934  PMID: 21060006
gene; genetics; blood pressure; single nucleotide polymorphism; association; heritability
7.  Healthy aging and disease: role for telomere biology? 
Clinical Science (London, England : 1979)  2011;120(Pt 10):427-440.
Aging is a biological process that affects most cells, organisms and species. Human aging is associated with increased susceptibility to a variety of chronic diseases, including cardiovascular disease, Type 2 diabetes, neurological diseases and cancer. Despite the remarkable progress made during the last two decades, our understanding of the biology of aging remains incomplete. Telomere biology has recently emerged as an important player in the aging and disease process.
doi:10.1042/CS20100385
PMCID: PMC3035527  PMID: 21271986
aging; Alzheimer's disease; atherosclerosis; heart failure; longevity; Parkinson's disease; telomerase; telomere; ACEI, angiotensin-converting enzyme inhibitor; AD, Alzheimer's disease; CHF, chronic heart failure; CRP, C-reactive protein; CVD, cardiovascular disease; DHA, docosahexaenoic acid; EPA, eicosapentaenoic acid; LDL, low-density lipoprotein; PBMC, peripheral blood mononuclear cell; PD, Parkinson's disease; SHR, spontaneous hypertensive rats; T1D, Type 1 diabetes; T2D, Type 2 diabetes; TERC, telomerase RNA component; TERRA, telomeric repeat-containing RNA; TERT, telomerase reverse transcriptase; TRF, telomeric repeat-binding factor
8.  Aging, telomeres and heart failure 
Heart Failure Reviews  2010;15(5):479-486.
During normal aging, the heart undergoes functional, morphological and cellular changes. Although aging per se does not lead to the expression of heart failure, it is likely that age-associated changes lower the threshold for the manifestation of signs and symptoms of heart failure. In patients, the susceptibility, age of onset and pace of progression of heart failure are highly variable. The presence of conventional risk factors cannot completely explain this variability. Accumulation of DNA damage and telomere attrition results in an increase in cellular senescence and apoptosis, resulting in a decrease in the number and function of cells, contributing to the overall tissue and organ dysfunction. Biological aging, characterized by reduced telomere length, provides an explanation for the highly interindividual variable threshold to express the clinical syndrome of heart failure at some stage during life. In this review, we will elaborate on the current knowledge of aging of the heart, telomere biology and its potential role in the development of heart failure.
doi:10.1007/s10741-010-9173-7
PMCID: PMC2919688  PMID: 20532978
Aging; Telomere; Telomerase; Heart failure; DNA; Genetics
9.  Pharmacoepigenetics in Heart Failure 
Current Heart Failure Reports  2010;7(2):83-90.
Epigenetics studies inheritable changes of genes and gene expression that do not concern DNA nucleotide variation. Such modifications include DNA methylation, several forms of histone modification, and microRNAs. From recent studies, we know not only that genetic changes account for heritable phenotypic variation, but that epigenetic changes also play an important role in the variation of predisposition to disease and to drug response. In this review, we discuss recent evidence of epigenetic changes that play an important role in the development of cardiac hypertrophy and heart failure and may dictate response to therapy.
doi:10.1007/s11897-010-0011-y
PMCID: PMC2875470  PMID: 20424992
DNA methylation; Epigenetics; Heart failure; Histone modification; MicroRNA; Pharmacoepigenetics
10.  Renal dysfunction is associated with shorter telomere length in heart failure 
Clinical Research in Cardiology  2009;98(10):629-634.
Background
Renal dysfunction is a frequent comorbidity associated with high mortality in patients with chronic heart failure (CHF). The intrinsic biological age might affect the ability of the kidney to cope with the challenging environment caused by CHF. We explored the association between leukocyte telomere length, a marker for biological age, and renal function in patients with CHF.
Methods and results
Telomere length was determined by a real-time quantitative polymerase chain reaction in 866 CHF patients. Renal function was estimated with the simplified Modification of Diet in Renal Disease equation. The median age was 74 (interquartile range 64–79) years, 61% male, left ventricular ejection fraction of 30 (23–44)%, and the estimated glomerular filtration rate was 53 (40–68) ml/min/1.73 m2. Telomere length was associated with renal function (correlation coefficient 0.123, P < 0.001). This relationship remained significant after adjustment for age, gender, age of CHF onset (standardized-beta 0.091, P = 0.007). Also additionally adjusting for the severity of CHF and baseline differences did not change our findings.
Conclusion
The association between shorter leukocyte telomere length and reduced renal function in heart failure suggests that intrinsic biological aging affects the ability of the kidney to cope with the systemic changes evoked by heart failure.
doi:10.1007/s00392-009-0048-7
PMCID: PMC2752505  PMID: 19603133
Telomere; Renal function; Heart failure
11.  Ischemic patterns assessed by positron emission tomography predict adverse outcome in patients with idiopathic dilated cardiomyopathy 
Journal of Nuclear Cardiology  2009;16(5):769-774.
Background
Although patients with idiopathic dilated cardiomyopathy (DCM) have no coronary artery disease, regional impairment of myocardial perfusion combined with preserved metabolism has been found using positron emission tomography (PET). Our aim was to assess the prognostic relevance of PET-mismatch between stress myocardial perfusion and glucose uptake on clinical outcome in DCM.
Methods
In 24 patients with DCM who underwent both myocardial perfusion and metabolism PET scanning, “mismatch” was assessed and the association with clinical outcome (hospitalization, mortality, and heart transplantation) was investigated.
Results
Mismatch was found in 16 patients (66.7%). Univariate analysis showed that the presence of mismatch was associated with adverse outcome (P = 0.03). After adjustment for sex and age, the association remained significant with an adjusted relative risk of 10.4 (95% CI 1.1-103; P = 0.04) for death, heart transplant, or hospitalization. Univariate analysis also showed that a higher extent of mismatch was significantly associated with adverse outcome (P = 0.02). After adjusting for sex and age, the association remained significant with an adjusted relative risk of 6.5 [95% CI 1.2-36; P = 0.03] for death, heart transplantation, or hospitalization.
Conclusion
PET stress perfusion-metabolism mismatch, indicative for ischemia, is frequently found in DCM patients and related to a poorer outcome.
doi:10.1007/s12350-009-9130-9
PMCID: PMC2746307  PMID: 19649680
Heart failure; dilated cardiomyopathy; positron emission tomography; myocardial perfusion; myocardial ischemia
12.  Telomere biology in healthy aging and disease 
Pflugers Archiv   2009;459(2):259-268.
Aging is a biological process that affects most cells, organisms and species. Telomeres have been postulated as a universal biological clock that shortens in parallel with aging in cells. Telomeres are located at the end of the chromosomes and consist of an evolutionary conserved repetitive nucleotide sequence ranging in length from a few hundred base pairs in yeast till several kilo base pairs in vertebrates. Telomeres associate with shelterin proteins and form a complex protecting the chromosomal deoxyribonucleic acid (DNA) from recognition by the DNA damage-repair system. Due to the “end-replication problem” telomeres shorten with each mitotic cycle resulting in cumulative telomere attrition during aging. When telomeres reach a critical length the cell will not further undergo cell divisions and become senescent or otherwise dysfunctional. Telomere shortening has not only been linked to aging but also to several age associated diseases, including tumorigenesis, coronary artery disease, and heart failure. In the current review, we will discuss the role of telomere biology in relation to aging and aging associated diseases.
doi:10.1007/s00424-009-0728-1
PMCID: PMC2801851  PMID: 19756717
Aging; Tumor; Heart; Apoptosis; Cell death
13.  Search for a correlation between telomere length and severity of retinitis pigmentosa due to the dominant rhodopsin Pro23His mutation 
Molecular Vision  2009;15:592-597.
Purpose
Great variation exists in the age of onset of symptoms and the severity of disease at a given age in patients with retinitis pigmentosa (RP). The final pathway for this disease may involve apoptotic photoreceptor cell death. Telomere length is associated with biologic aging, senescence, and apoptosis. We evaluated whether the length of telomeres in leukocytes correlated with the severity of RP in patients with the Pro23His rhodopsin mutation who have shown marked heterogeneity in disease severity.
Methods
We evaluated 122 patients with the Pro23His rhodopsin mutation. The patients’ retinal function was stratified according to their 30-Hz cone electroretinogram (ERG). The length of telomeres in leukocytes was measured by the quantitative real time polymerase chain reaction (qRT–PCR) method in the 15 patients with the highest age-adjusted 30-Hz ERG amplitudes and in the 15 patients with the lowest amplitudes.
Results
Mean leukocyte telomere length was similar in the 15 patients with the highest cone ERG amplitudes (median: 0.40 units; interquartile range 0.36–0.56) and the 15 patients with the lowest cone amplitudes (median: 0.41 units; inter quartile range 0.34 −0.64; p=0.95).
Conclusions
We found no evidence for an association between telomere length and the severity of RP as monitored by the cone ERG in patients with the Pro23His rhodopsin mutation.
PMCID: PMC2661004  PMID: 19325938
14.  Statins in the Treatment of Chronic Heart Failure: A Systematic Review 
PLoS Medicine  2006;3(8):e333.
Background
The efficacy of statin therapy in patients with established chronic heart failure (CHF) is a subject of much debate.
Methods and Findings
We conducted three systematic literature searches to assess the evidence supporting the prescription of statins in CHF. First, we investigated the participation of CHF patients in randomized placebo-controlled clinical trials designed to evaluate the efficacy of statins in reducing major cardiovascular events and mortality. Second, we assessed the association between serum cholesterol and outcome in CHF. Finally, we evaluated the ability of statin treatment to modify surrogate endpoint parameters in CHF.
Using validated search strategies, we systematically searched PubMed for our three queries. In addition, we searched the reference lists from eligible studies, used the “see related articles” feature for key publications in PubMed, consulted the Cochrane Library, and searched the ISI Web of Knowledge for papers citing key publications.
Search 1 resulted in the retrieval of 47 placebo-controlled clinical statin trials involving more than 100,000 patients. CHF patients had, however, been systematically excluded from these trials. Search 2 resulted in the retrieval of eight studies assessing the relationship between cholesterol levels and outcome in CHF patients. Lower serum cholesterol was consistently associated with increased mortality. Search 3 resulted in the retrieval of 18 studies on the efficacy of statin treatment in CHF. On the whole, these studies reported favorable outcomes for almost all surrogate endpoints.
Conclusions
Since CHF patients have been systematically excluded from randomized, controlled clinical cholesterol-lowering trials, the effect of statin therapy in these patients remains to be established. Currently, two large, randomized, placebo-controlled statin trials are under way to evaluate the efficacy of statin treatment in terms of reducing clinical endpoints in CHF patients in particular.
A systematic review found that patients with heart failure have been excluded from randomised controlled trials on the use of statins. Evidence from other studies on the effectiveness of statins for patients with heart failure is weak and conflicting.
Editors' Summary
Background.
When medical researchers test a drug—or some other treatment—for a particular medical condition, they often decide not to include in their study anyone who has, in addition to the disease they are interested in, certain other health problems. This is because including patients with two or more conditions can complicate the analysis of the results and make it hard to reach firm conclusions. However, excluding patients in this way can result in uncertainty as to whether treatments are effective for anyone who suffers from the disease in question, or just for people like those who took part in the research.
A great deal of research has been conducted with drugs known as statins, which lower cholesterol levels in the blood. (A raised level of cholesterol is known to be a major risk factor for cardiovascular disease, which causes heart attacks and strokes.) As a result of this research, statins have been accepted as effective and safe. They are now, in consequence, among the most commonly prescribed medicines. Heart failure, however, is not the same thing as a heart attack. It is the name given to the condition where the muscles of the heart have become weakened, most often as a result of aging, and the heart becomes gradually less efficient at pumping blood around the body. (Some people with heart failure live for many years, but 70% of those with the condition die within ten years.) It is common for people with cardiovascular disease also to have heart failure. Nevertheless, some researchers who have studied the effects of statins have made the decision not to include in their studies any patients with cardiovascular disease who, in addition, have heart failure.
Why Was This Study Done?
The researchers in this study were aware that patients with heart failure have often been excluded from statin trials. They felt it was important to assess the available evidence supporting the prescription of statins for such patients. Specifically, they wanted to find out the following: how often have patients with heart failure been included in statin trials, what evidence is available as to whether it is beneficial for patients with heart failure to have low cholesterol, and what evidence is there that prescribing statins helps these patients?
What Did the Researchers Do and Find?
They did not do any new work involving patients. Instead, they did a very thorough search for all relevant studies of good quality that had already been published and they reviewed the results. “Randomized clinical trials” (RCTs) are the most reliable type of medical research. The researchers found there had been 47 such trials (involving over 100,000 patients) on the use of statins for treating cardiovascular disease, but all these trials had excluded heart failure patients. They found eight studies (which were not RCTs) looking at cholesterol levels and heart failure. These studies found, perhaps surprisingly, that death rates were higher in those patients with heart failure who had low cholesterol. However, they also found 18 studies (again not RCTs) on the use of statins in patients with heart failure. These 18 studies seemed to suggest that statins were of benefit to the patients who received them.
What Do These Findings Mean?
The evidence for or against prescribing statins for people with heart failure is limited, conflicting, and unclear. Further research involving RTCs is necessary. (Two such trials are known to be in progress.)
Additional Information.
Please access these Web sites via the online version of this summary at http://dx.doi.org/10.1371/journal.pmed.0030333.
General information about statins is available from the Web site of Patient UK
The American Heart Association Web site is a good source of information about all types of heart disease, including heart attacks and heart failure
For a definition of randomized controlled trials see Wikipedia, a free online encyclopedia that anyone can edit
More detailed information about the quality of evidence from medical research may be found in the James Lind Library
doi:10.1371/journal.pmed.0030333
PMCID: PMC1551909  PMID: 16933967
15.  Association Between Chromosome 9p21 Variants and the Ankle-Brachial Index Identified by a Meta-Analysis of 21 Genome-Wide Association Studies 
Murabito, Joanne M. | White, Charles C. | Kavousi, Maryam | Sun, Yan V. | Feitosa, Mary F. | Nambi, Vijay | Lamina, Claudia | Schillert, Arne | Coassin, Stefan | Bis, Joshua C. | Broer, Linda | Crawford, Dana C. | Franceschini, Nora | Frikke-Schmidt, Ruth | Haun, Margot | Holewijn, Suzanne | Huffman, Jennifer E. | Hwang, Shih-Jen | Kiechl, Stefan | Kollerits, Barbara | Montasser, May E. | Nolte, Ilja M. | Rudock, Megan E. | Senft, Andrea | Teumer, Alexander | van der Harst, Pim | Vitart, Veronique | Waite, Lindsay L. | Wood, Andrew R. | Wassel, Christina L. | Absher, Devin M. | Allison, Matthew A. | Amin, Najaf | Arnold, Alice | Asselbergs, Folkert W. | Aulchenko, Yurii | Bandinelli, Stefania | Barbalic, Maja | Boban, Mladen | Brown-Gentry, Kristin | Couper, David J. | Criqui, Michael H. | Dehghan, Abbas | Heijer, Martin den | Dieplinger, Benjamin | Ding, Jingzhong | Dörr, Marcus | Espinola-Klein, Christine | Felix, Stephan B. | Ferrucci, Luigi | Folsom, Aaron R. | Fraedrich, Gustav | Gibson, Quince | Goodloe, Robert | Gunjaca, Grgo | Haltmayer, Meinhard | Heiss, Gerardo | Hofman, Albert | Kieback, Arne | Kiemeney, Lambertus A. | Kolcic, Ivana | Kullo, Iftikhar J. | Kritchevsky, Stephen B. | Lackner, Karl J. | Li, Xiaohui | Lieb, Wolfgang | Lohman, Kurt | Meisinger, Christa | Melzer, David | Mohler, Emile R | Mudnic, Ivana | Mueller, Thomas | Navis, Gerjan | Oberhollenzer, Friedrich | Olin, Jeffrey W. | O’Connell, Jeff | O’Donnell, Christopher J. | Palmas, Walter | Penninx, Brenda W. | Petersmann, Astrid | Polasek, Ozren | Psaty, Bruce M. | Rantner, Barbara | Rice, Ken | Rivadeneira, Fernando | Rotter, Jerome I. | Seldenrijk, Adrie | Stadler, Marietta | Summerer, Monika | Tanaka, Toshiko | Tybjaerg-Hansen, Anne | Uitterlinden, Andre G. | van Gilst, Wiek H. | Vermeulen, Sita H. | Wild, Sarah H. | Wild, Philipp S. | Willeit, Johann | Zeller, Tanja | Zemunik, Tatijana | Zgaga, Lina | Assimes, Themistocles L. | Blankenberg, Stefan | Boerwinkle, Eric | Campbell, Harry | Cooke, John P. | de Graaf, Jacqueline | Herrington, David | Kardia, Sharon L. R. | Mitchell, Braxton D. | Murray, Anna | Münzel, Thomas | Newman, Anne | Oostra, Ben A. | Rudan, Igor | Shuldiner, Alan R. | Snieder, Harold | van Duijn, Cornelia M. | Völker, Uwe | Wright, Alan F. | Wichmann, H.-Erich | Wilson, James F. | Witteman, Jacqueline C.M. | Liu, Yongmei | Hayward, Caroline | Borecki, Ingrid B. | Ziegler, Andreas | North, Kari E. | Cupples, L. Adrienne | Kronenberg, Florian
Background
Genetic determinants of peripheral arterial disease (PAD) remain largely unknown. To identify genetic variants associated with the ankle-brachial index (ABI), a noninvasive measure of PAD, we conducted a meta-analysis of genome-wide association study data from 21 population-based cohorts.
Methods and Results
Continuous ABI and PAD (ABI≤0.9) phenotypes adjusted for age and sex were examined. Each study conducted genotyping and imputed data to the ~2.5 million SNPs in HapMap. Linear and logistic regression models were used to test each SNP for association with ABI and PAD using additive genetic models. Study-specific data were combined using fixed-effects inverse variance weighted meta-analyses. There were a total of 41,692 participants of European ancestry (~60% women, mean ABI 1.02 to 1.19), including 3,409 participants with PAD and with GWAS data available. In the discovery meta-analysis, rs10757269 on chromosome 9 near CDKN2B had the strongest association with ABI (β= −0.006, p=2.46x10−8). We sought replication of the 6 strongest SNP associations in 5 population-based studies and 3 clinical samples (n=16,717). The association for rs10757269 strengthened in the combined discovery and replication analysis (p=2.65x10−9). No other SNP associations for ABI or PAD achieved genome-wide significance. However, two previously reported candidate genes for PAD and one SNP associated with coronary artery disease (CAD) were associated with ABI : DAB21P (rs13290547, p=3.6x10−5); CYBA (rs3794624, p=6.3x10−5); and rs1122608 (LDLR, p=0.0026).
Conclusions
GWAS in more than 40,000 individuals identified one genome-wide significant association on chromosome 9p21 with ABI. Two candidate genes for PAD and 1 SNP for CAD are associated with ABI.
doi:10.1161/CIRCGENETICS.111.961292
PMCID: PMC3303225  PMID: 22199011
cohort study; genetic association; genome-wide association study; meta-analysis; peripheral vascular disease
16.  A Genome-Wide Association Study of Circulating Galectin-3 
PLoS ONE  2012;7(10):e47385.
Galectin-3 is a lectin involved in fibrosis, inflammation and proliferation. Increased circulating levels of galectin-3 have been associated with various diseases, including cancer, immunological disorders, and cardiovascular disease. To enhance our knowledge on galectin-3 biology we performed the first genome-wide association study (GWAS) using the Illumina HumanCytoSNP-12 array imputed with the HapMap 2 CEU panel on plasma galectin-3 levels in 3,776 subjects and follow-up genotyping in an additional 3,516 subjects. We identified 2 genome wide significant loci associated with plasma galectin-3 levels. One locus harbours the LGALS3 gene (rs2274273; P = 2.35×10−188) and the other locus the ABO gene (rs644234; P = 3.65×10−47). The variance explained by the LGALS3 locus was 25.6% and by the ABO locus 3.8% and jointly they explained 29.2%. Rs2274273 lies in high linkage disequilibrium with two non-synonymous SNPs (rs4644; r2 = 1.0, and rs4652; r2 = 0.91) and wet lab follow-up genotyping revealed that both are strongly associated with galectin-3 levels (rs4644; P = 4.97×10−465 and rs4652 P = 1.50×10−421) and were also associated with LGALS3 gene-expression. The origins of our associations should be further validated by means of functional experiments.
doi:10.1371/journal.pone.0047385
PMCID: PMC3467202  PMID: 23056639
17.  Peroxiredoxin 4, A Novel Circulating Biomarker for Oxidative Stress and the Risk of Incident Cardiovascular Disease and All-Cause Mortality 
Background
Oxidative stress has been suggested to play a key role in the development of cardiovascular disease (CVD). The aim of our study was to investigate the associations of serum peroxiredoxin 4 (Prx4), a hydrogen peroxide–degrading peroxidase, with incident CVD and all-cause mortality. We subsequently examined the incremental value of Prx4 for the risk prediction of CVD compared with the Framingham risk score (FRS).
Methods and Results
We performed Cox regression analyses in 8141 participants without history of CVD (aged 28 to 75 years; women 52.6%) from the Prevention of Renal and Vascular End-stage Disease (PREVEND) study in Groningen, The Netherlands. Serum Prx4 was measured by an immunoluminometric assay in baseline samples. Main outcomes were: (1) incident CVD events or CVD mortality and (2) all-cause mortality during a median follow-up of 10.5 years. In total, 708 participants (7.8%) developed CVD events or CVD mortality, and 517 participants (6.3%) died. Baseline serum Prx4 levels were significantly higher in participants with incident CVD events or CVD mortality and in those who died than in participants who remained free of outcomes (both P<0.001). In multivariable models with adjustment for Framingham risk factors, hazard ratios were 1.16 (95% CI 1.06 to 1.27, P<0.001) for incident CVD events or CVD mortality and 1.17 (95% CI 1.06 to 1.29, P=0.003) for all-cause mortality per doubling of Prx4 levels. After the addition of Prx4 to the FRS, the net reclassification improvement was 2.7% (P=0.01) using 10-year risk categories of CVD.
Conclusions
Elevated serum Prx4 levels are associated with a significantly higher risk of incident CVD events or CVD mortality and all-cause mortality after adjustment for clinical risk factors. The addition of Prx4 to the FRS marginally improved risk prediction of future CVD.
doi:10.1161/JAHA.112.002956
PMCID: PMC3541606  PMID: 23316297
cardiovascular disease; epidemiology; mortality; oxidative stress; peroxiredoxin 4
18.  New gene functions in megakaryopoiesis and platelet formation 
Gieger, Christian | Radhakrishnan, Aparna | Cvejic, Ana | Tang, Weihong | Porcu, Eleonora | Pistis, Giorgio | Serbanovic-Canic, Jovana | Elling, Ulrich | Goodall, Alison H. | Labrune, Yann | Lopez, Lorna M. | Mägi, Reedik | Meacham, Stuart | Okada, Yukinori | Pirastu, Nicola | Sorice, Rossella | Teumer, Alexander | Voss, Katrin | Zhang, Weihua | Ramirez-Solis, Ramiro | Bis, Joshua C. | Ellinghaus, David | Gögele, Martin | Hottenga, Jouke-Jan | Langenberg, Claudia | Kovacs, Peter | O’Reilly, Paul F. | Shin, So-Youn | Esko, Tõnu | Hartiala, Jaana | Kanoni, Stavroula | Murgia, Federico | Parsa, Afshin | Stephens, Jonathan | van der Harst, Pim | van der Schoot, C. Ellen | Allayee, Hooman | Attwood, Antony | Balkau, Beverley | Bastardot, François | Basu, Saonli | Baumeister, Sebastian E. | Biino, Ginevra | Bomba, Lorenzo | Bonnefond, Amélie | Cambien, François | Chambers, John C. | Cucca, Francesco | D’Adamo, Pio | Davies, Gail | de Boer, Rudolf A. | de Geus, Eco J. C. | Döring, Angela | Elliott, Paul | Erdmann, Jeanette | Evans, David M. | Falchi, Mario | Feng, Wei | Folsom, Aaron R. | Frazer, Ian H. | Gibson, Quince D. | Glazer, Nicole L. | Hammond, Chris | Hartikainen, Anna-Liisa | Heckbert, Susan R. | Hengstenberg, Christian | Hersch, Micha | Illig, Thomas | Loos, Ruth J. F. | Jolley, Jennifer | Khaw, Kay Tee | Kühnel, Brigitte | Kyrtsonis, Marie-Christine | Lagou, Vasiliki | Lloyd-Jones, Heather | Lumley, Thomas | Mangino, Massimo | Maschio, Andrea | Leach, Irene Mateo | McKnight, Barbara | Memari, Yasin | Mitchell, Braxton D. | Montgomery, Grant W. | Nakamura, Yusuke | Nauck, Matthias | Navis, Gerjan | Nöthlings, Ute | Nolte, Ilja M. | Porteous, David J. | Pouta, Anneli | Pramstaller, Peter P. | Pullat, Janne | Ring, Susan M. | Rotter, Jerome I. | Ruggiero, Daniela | Ruokonen, Aimo | Sala, Cinzia | Samani, Nilesh J. | Sambrook, Jennifer | Schlessinger, David | Schreiber, Stefan | Schunkert, Heribert | Scott, James | Smith, Nicholas L. | Snieder, Harold | Starr, John M. | Stumvoll, Michael | Takahashi, Atsushi | Tang, W. H. Wilson | Taylor, Kent | Tenesa, Albert | Thein, Swee Lay | Tönjes, Anke | Uda, Manuela | Ulivi, Sheila | van Veldhuisen, Dirk J. | Visscher, Peter M. | Völker, Uwe | Wichmann, H.-Erich | Wiggins, Kerri L. | Willemsen, Gonneke | Yang, Tsun-Po | Zhao, Jing Hua | Zitting, Paavo | Bradley, John R. | Dedoussis, George V. | Gasparini, Paolo | Hazen, Stanley L. | Metspalu, Andres | Pirastu, Mario | Shuldiner, Alan R. | van Pelt, L. Joost | Zwaginga, Jaap-Jan | Boomsma, Dorret I. | Deary, Ian J. | Franke, Andre | Froguel, Philippe | Ganesh, Santhi K. | Jarvelin, Marjo-Riitta | Martin, Nicholas G. | Meisinger, Christa | Psaty, Bruce M. | Spector, Timothy D. | Wareham, Nicholas J. | Akkerman, Jan-Willem N. | Ciullo, Marina | Deloukas, Panos | Greinacher, Andreas | Jupe, Steve | Kamatani, Naoyuki | Khadake, Jyoti | Kooner, Jaspal S. | Penninger, Josef | Prokopenko, Inga | Stemple, Derek | Toniolo, Daniela | Wernisch, Lorenz | Sanna, Serena | Hicks, Andrew A. | Rendon, Augusto | Ferreira, Manuel A. | Ouwehand, Willem H. | Soranzo, Nicole
Nature  2011;480(7376):201-208.
Platelets are the second most abundant cell type in blood and are essential for maintaining haemostasis. Their count and volume are tightly controlled within narrow physiological ranges, but there is only limited understanding of the molecular processes controlling both traits. Here we carried out a high-powered meta-analysis of genome-wide association studies (GWAS) in up to 66,867 individuals of European ancestry, followed by extensive biological and functional assessment. We identified 68 genomic loci reliably associated with platelet count and volume mapping to established and putative novel regulators of megakaryopoiesis and platelet formation. These genes show megakaryocyte-specific gene expression patterns and extensive network connectivity. Using gene silencing in Danio rerio and Drosophila melanogaster, we identified 11 of the genes as novel regulators of blood cell formation. Taken together, our findings advance understanding of novel gene functions controlling fate-determining events during megakaryopoiesis and platelet formation, providing a new example of successful translation of GWAS to function.
doi:10.1038/nature10659
PMCID: PMC3335296  PMID: 22139419
19.  A Genome-Wide Screen for Interactions Reveals a New Locus on 4p15 Modifying the Effect of Waist-to-Hip Ratio on Total Cholesterol 
Surakka, Ida | Isaacs, Aaron | Karssen, Lennart C. | Laurila, Pirkka-Pekka P. | Middelberg, Rita P. S. | Tikkanen, Emmi | Ried, Janina S. | Lamina, Claudia | Mangino, Massimo | Igl, Wilmar | Hottenga, Jouke-Jan | Lagou, Vasiliki | van der Harst, Pim | Mateo Leach, Irene | Esko, Tõnu | Kutalik, Zoltán | Wainwright, Nicholas W. | Struchalin, Maksim V. | Sarin, Antti-Pekka | Kangas, Antti J. | Viikari, Jorma S. | Perola, Markus | Rantanen, Taina | Petersen, Ann-Kristin | Soininen, Pasi | Johansson, Åsa | Soranzo, Nicole | Heath, Andrew C. | Papamarkou, Theodore | Prokopenko, Inga | Tönjes, Anke | Kronenberg, Florian | Döring, Angela | Rivadeneira, Fernando | Montgomery, Grant W. | Whitfield, John B. | Kähönen, Mika | Lehtimäki, Terho | Freimer, Nelson B. | Willemsen, Gonneke | de Geus, Eco J. C. | Palotie, Aarno | Sandhu, Manj S. | Waterworth, Dawn M. | Metspalu, Andres | Stumvoll, Michael | Uitterlinden, André G. | Jula, Antti | Navis, Gerjan | Wijmenga, Cisca | Wolffenbuttel, Bruce H. R. | Taskinen, Marja-Riitta | Ala-Korpela, Mika | Kaprio, Jaakko | Kyvik, Kirsten O. | Boomsma, Dorret I. | Pedersen, Nancy L. | Gyllensten, Ulf | Wilson, James F. | Rudan, Igor | Campbell, Harry | Pramstaller, Peter P. | Spector, Tim D. | Witteman, Jacqueline C. M. | Eriksson, Johan G. | Salomaa, Veikko | Oostra, Ben A. | Raitakari, Olli T. | Wichmann, H.-Erich | Gieger, Christian | Järvelin, Marjo-Riitta | Martin, Nicholas G. | Hofman, Albert | McCarthy, Mark I. | Peltonen, Leena | van Duijn, Cornelia M. | Aulchenko, Yurii S. | Ripatti, Samuli | Gibson, Greg
PLoS Genetics  2011;7(10):e1002333.
Recent genome-wide association (GWA) studies described 95 loci controlling serum lipid levels. These common variants explain ∼25% of the heritability of the phenotypes. To date, no unbiased screen for gene–environment interactions for circulating lipids has been reported. We screened for variants that modify the relationship between known epidemiological risk factors and circulating lipid levels in a meta-analysis of genome-wide association (GWA) data from 18 population-based cohorts with European ancestry (maximum N = 32,225). We collected 8 further cohorts (N = 17,102) for replication, and rs6448771 on 4p15 demonstrated genome-wide significant interaction with waist-to-hip-ratio (WHR) on total cholesterol (TC) with a combined P-value of 4.79×10−9. There were two potential candidate genes in the region, PCDH7 and CCKAR, with differential expression levels for rs6448771 genotypes in adipose tissue. The effect of WHR on TC was strongest for individuals carrying two copies of G allele, for whom a one standard deviation (sd) difference in WHR corresponds to 0.19 sd difference in TC concentration, while for A allele homozygous the difference was 0.12 sd. Our findings may open up possibilities for targeted intervention strategies for people characterized by specific genomic profiles. However, more refined measures of both body-fat distribution and metabolic measures are needed to understand how their joint dynamics are modified by the newly found locus.
Author Summary
Circulating serum lipids contribute greatly to the global health by affecting the risk for cardiovascular diseases. Serum lipid levels are partly inherited, and already 95 loci affecting high- and low-density lipoprotein cholesterol, total cholesterol, and triglycerides have been found. Serum lipids are also known to be affected by multiple epidemiological risk factors like body composition, lifestyle, and sex. It has been hypothesized that there are loci modifying the effects between risk factors and serum lipids, but to date only candidate gene studies for interactions have been reported. We conducted a genome-wide screen with meta-analysis approach to identify loci having interactions with epidemiological risk factors on serum lipids with over 30,000 population-based samples. When combining results from our initial datasets and 8 additional replication cohorts (maximum N = 17,102), we found a genome-wide significant locus in chromosome 4p15 with a joint P-value of 4.79×10−9 modifying the effect of waist-to-hip ratio on total cholesterol. In the area surrounding this genetic variant, there were two genes having association between the genotypes and the gene expression in adipose tissue, and we also found enrichment of association in genes belonging to lipid metabolism related functions.
doi:10.1371/journal.pgen.1002333
PMCID: PMC3197672  PMID: 22028671
20.  Telomere Length of Circulating Leukocyte Subpopulations and Buccal Cells in Patients with Ischemic Heart Failure and Their Offspring 
PLoS ONE  2011;6(8):e23118.
Background
We aimed to find support for the hypothesis that telomere length (TL) is causally involved in the pathogenesis of ischemic heart failure (IHF). We measured TL in IHF patients and their high-risk offspring and determined whether mean leukocyte TL reflects TL in CD34+ progenitor. We additionally measured TL of offspring of patients and controls to examine heritability throughout different cell types.
Methods and Results
TL was measured by qPCR in overall leukocytes, CD34+ progenitor cells, mononuclear cells (MNCs), and buccal cells in 27 IHF patients, 24 healthy controls and 60 offspring. TL in IHF patients was shorter than healthy controls in leukocytes (p = 0.002), but not in CD34+ cells (p = 0.39), MNCs (p = 0.31) or buccal cells (p = 0.19). Offspring of IHF patients had shorter TL in leukocytes than offspring of healthy subjects (p = 0.04) but not in other cell types. Controls and offspring showed a good within person correlation between leukocytes and CD34+ cells (r 0.562; p = 0.004 and r 0.602; p = 0.001, respectively). In IHF patients and offspring the correlation among cell types was blunted. Finally, we found strong correlations between parent and offspring TL in all four cell types.
Conclusions
Reduced leukocyte TL in offspring of IHF subjects suggests a potential causal link of TL in ischemic heart disease. However, this causality is unlikely to originate from exhaustion of TL in CD34+ progenitor or MNC cells as their lengths are not well captured by overall leukocyte TL. Additionally, we found strong correlations between parent and offspring TL in all examined cell types, suggesting high heritability of TL among cell types.
doi:10.1371/journal.pone.0023118
PMCID: PMC3158078  PMID: 21876736
21.  Genome-Wide Association Study of Blood Pressure Extremes Identifies Variant near UMOD Associated with Hypertension 
Padmanabhan, Sandosh | Melander, Olle | Johnson, Toby | Di Blasio, Anna Maria | Lee, Wai K. | Gentilini, Davide | Hastie, Claire E. | Menni, Cristina | Monti, Maria Cristina | Delles, Christian | Laing, Stewart | Corso, Barbara | Navis, Gerjan | Kwakernaak, Arjan J. | van der Harst, Pim | Bochud, Murielle | Maillard, Marc | Burnier, Michel | Hedner, Thomas | Kjeldsen, Sverre | Wahlstrand, Björn | Sjögren, Marketa | Fava, Cristiano | Montagnana, Martina | Danese, Elisa | Torffvit, Ole | Hedblad, Bo | Snieder, Harold | Connell, John M. C. | Brown, Morris | Samani, Nilesh J. | Farrall, Martin | Cesana, Giancarlo | Mancia, Giuseppe | Signorini, Stefano | Grassi, Guido | Eyheramendy, Susana | Wichmann, H. Erich | Laan, Maris | Strachan, David P. | Sever, Peter | Shields, Denis Colm | Stanton, Alice | Vollenweider, Peter | Teumer, Alexander | Völzke, Henry | Rettig, Rainer | Newton-Cheh, Christopher | Arora, Pankaj | Zhang, Feng | Soranzo, Nicole | Spector, Timothy D. | Lucas, Gavin | Kathiresan, Sekar | Siscovick, David S. | Luan, Jian'an | Loos, Ruth J. F. | Wareham, Nicholas J. | Penninx, Brenda W. | Nolte, Ilja M. | McBride, Martin | Miller, William H. | Nicklin, Stuart A. | Baker, Andrew H. | Graham, Delyth | McDonald, Robert A. | Pell, Jill P. | Sattar, Naveed | Welsh, Paul | Munroe, Patricia | Caulfield, Mark J. | Zanchetti, Alberto | Dominiczak, Anna F. | Schork, Nicholas J.
PLoS Genetics  2010;6(10):e1001177.
Hypertension is a heritable and major contributor to the global burden of disease. The sum of rare and common genetic variants robustly identified so far explain only 1%–2% of the population variation in BP and hypertension. This suggests the existence of more undiscovered common variants. We conducted a genome-wide association study in 1,621 hypertensive cases and 1,699 controls and follow-up validation analyses in 19,845 cases and 16,541 controls using an extreme case-control design. We identified a locus on chromosome 16 in the 5′ region of Uromodulin (UMOD; rs13333226, combined P value of 3.6×10−11). The minor G allele is associated with a lower risk of hypertension (OR [95%CI]: 0.87 [0.84–0.91]), reduced urinary uromodulin excretion, better renal function; and each copy of the G allele is associated with a 7.7% reduction in risk of CVD events after adjusting for age, sex, BMI, and smoking status (H.R. = 0.923, 95% CI 0.860–0.991; p = 0.027). In a subset of 13,446 individuals with estimated glomerular filtration rate (eGFR) measurements, we show that rs13333226 is independently associated with hypertension (unadjusted for eGFR: 0.89 [0.83–0.96], p = 0.004; after eGFR adjustment: 0.89 [0.83–0.96], p = 0.003). In clinical functional studies, we also consistently show the minor G allele is associated with lower urinary uromodulin excretion. The exclusive expression of uromodulin in the thick portion of the ascending limb of Henle suggests a putative role of this variant in hypertension through an effect on sodium homeostasis. The newly discovered UMOD locus for hypertension has the potential to give new insights into the role of uromodulin in BP regulation and to identify novel drugable targets for reducing cardiovascular risk.
Author Summary
Hypertension is the leading contributor to global mortality with a global prevalence of 26.4% in 2000, projected to increase to 29.2% by 2025. While 50%–60% of population variation in blood pressure can be attributable to additive genetic factors, all the genetic variants robustly identified so far explain only 1%–2% of the population variance indicating the presence of additional undiscovered risk variants. Using an extreme case-control strategy, we have discovered a SNP in the promoter region of the uromodulin gene (UMOD) to be associated with hypertension (minor allele protective against hypertension). We then validated this association using large-scale population and case-control studies, where similar extreme criteria for selection of cases and controls have been used (21,466 cases and 18,240 controls). As the locus was related to uromodulin, a protein exclusively expressed in the kidneys, we show that the association is independent of renal dysfunction. We also show preliminary evidence that the SNP allele which is protective against hypertension is also protective against cardiovascular events in 26,654 Swedish subjects followed-up for 12 years. The newly discovered UMOD locus for hypertension has the potential to give unique insights into the role of uromodulin in BP regulation and to identify novel drugable targets.
doi:10.1371/journal.pgen.1001177
PMCID: PMC2965757  PMID: 21082022
22.  Eight blood pressure loci identified by genome-wide association study of 34,433 people of European ancestry 
Newton-Cheh, Christopher | Johnson, Toby | Gateva, Vesela | Tobin, Martin D | Bochud, Murielle | Coin, Lachlan | Najjar, Samer S | Zhao, Jing Hua | Heath, Simon C | Eyheramendy, Susana | Papadakis, Konstantinos | Voight, Benjamin F | Scott, Laura J | Zhang, Feng | Farrall, Martin | Tanaka, Toshiko | Wallace, Chris | Chambers, John C | Khaw, Kay-Tee | Nilsson, Peter | van der Harst, Pim | Polidoro, Silvia | Grobbee, Diederick E | Onland-Moret, N Charlotte | Bots, Michiel L | Wain, Louise V | Elliott, Katherine S | Teumer, Alexander | Luan, Jian’an | Lucas, Gavin | Kuusisto, Johanna | Burton, Paul R | Hadley, David | McArdle, Wendy L | Brown, Morris | Dominiczak, Anna | Newhouse, Stephen J | Samani, Nilesh J | Webster, John | Zeggini, Eleftheria | Beckmann, Jacques S | Bergmann, Sven | Lim, Noha | Song, Kijoung | Vollenweider, Peter | Waeber, Gerard | Waterworth, Dawn M | Yuan, Xin | Groop, Leif | Orho-Melander, Marju | Allione, Alessandra | Di Gregorio, Alessandra | Guarrera, Simonetta | Panico, Salvatore | Ricceri, Fulvio | Romanazzi, Valeria | Sacerdote, Carlotta | Vineis, Paolo | Barroso, Inês | Sandhu, Manjinder S | Luben, Robert N | Crawford, Gabriel J. | Jousilahti, Pekka | Perola, Markus | Boehnke, Michael | Bonnycastle, Lori L | Collins, Francis S | Jackson, Anne U | Mohlke, Karen L | Stringham, Heather M | Valle, Timo T | Willer, Cristen J | Bergman, Richard N | Morken, Mario A | Döring, Angela | Gieger, Christian | Illig, Thomas | Meitinger, Thomas | Org, Elin | Pfeufer, Arne | Wichmann, H Erich | Kathiresan, Sekar | Marrugat, Jaume | O’Donnell, Christopher J | Schwartz, Stephen M | Siscovick, David S | Subirana, Isaac | Freimer, Nelson B | Hartikainen, Anna-Liisa | McCarthy, Mark I | O’Reilly, Paul F | Peltonen, Leena | Pouta, Anneli | de Jong, Paul E | Snieder, Harold | van Gilst, Wiek H | Clarke, Robert | Goel, Anuj | Hamsten, Anders | Peden, John F | Seedorf, Udo | Syvänen, Ann-Christine | Tognoni, Giovanni | Lakatta, Edward G | Sanna, Serena | Scheet, Paul | Schlessinger, David | Scuteri, Angelo | Dörr, Marcus | Ernst, Florian | Felix, Stephan B | Homuth, Georg | Lorbeer, Roberto | Reffelmann, Thorsten | Rettig, Rainer | Völker, Uwe | Galan, Pilar | Gut, Ivo G | Hercberg, Serge | Lathrop, G Mark | Zeleneka, Diana | Deloukas, Panos | Soranzo, Nicole | Williams, Frances M | Zhai, Guangju | Salomaa, Veikko | Laakso, Markku | Elosua, Roberto | Forouhi, Nita G | Völzke, Henry | Uiterwaal, Cuno S | van der Schouw, Yvonne T | Numans, Mattijs E | Matullo, Giuseppe | Navis, Gerjan | Berglund, Göran | Bingham, Sheila A | Kooner, Jaspal S | Paterson, Andrew D | Connell, John M | Bandinelli, Stefania | Ferrucci, Luigi | Watkins, Hugh | Spector, Tim D | Tuomilehto, Jaakko | Altshuler, David | Strachan, David P | Laan, Maris | Meneton, Pierre | Wareham, Nicholas J | Uda, Manuela | Jarvelin, Marjo-Riitta | Mooser, Vincent | Melander, Olle | Loos, Ruth JF | Elliott, Paul | Abecasis, Goncalo R | Caulfield, Mark | Munroe, Patricia B
Nature genetics  2009;41(6):666-676.
Elevated blood pressure is a common, heritable cause of cardiovascular disease worldwide. To date, identification of common genetic variants influencing blood pressure has proven challenging. We tested 2.5m genotyped and imputed SNPs for association with systolic and diastolic blood pressure in 34,433 subjects of European ancestry from the Global BPgen consortium and followed up findings with direct genotyping (N≤71,225 European ancestry, N=12,889 Indian Asian ancestry) and in silico comparison (CHARGE consortium, N=29,136). We identified association between systolic or diastolic blood pressure and common variants in 8 regions near the CYP17A1 (P=7×10−24), CYP1A2 (P=1×10−23), FGF5 (P=1×10−21), SH2B3 (P=3×10−18), MTHFR (P=2×10−13), c10orf107 (P=1×10−9), ZNF652 (P=5×10−9) and PLCD3 (P=1×10−8) genes. All variants associated with continuous blood pressure were associated with dichotomous hypertension. These associations between common variants and blood pressure and hypertension offer mechanistic insights into the regulation of blood pressure and may point to novel targets for interventions to prevent cardiovascular disease.
doi:10.1038/ng.361
PMCID: PMC2891673  PMID: 19430483
23.  Separating the mechanism-based and off-target actions of CETP-inhibitors using CETP gene polymorphisms 
Circulation  2009;121(1):52-62.
Background:
Cholesteryl ester transfer protein (CETP) inhibitors raise HDL-cholesterol but torcetrapib, the first-in-class inhibitor tested in a large outcome trial caused unexpected blood pressure elevation and increased cardiovascular events. Whether the hypertensive effect resulted from CETP-inhibition or an off-target action of torcetrapib has been debated. We hypothesised that common single nucleotide polymorphisms (SNPs) in the CETP-gene could help distinguish mechanism-based from off-target actions of CETP-inhibitors to inform on the validity of CETP as a therapeutic target.
Methods and Results
We compared the effect of CETP SNPs and torcetrapib treatment on lipid fractions, blood pressure and electrolytes in up to 67,687 individuals from genetic studies and 17,911 from randomised trials. CETP SNPs and torcetrapib treatment reduced CETP activity and had directionally concordant effect on eight lipid and lipoprotein traits (total-, LDL- and HDL-cholesterol, HDL2, HDL3, apolipoproteins A-I, -B, and triglycerides), with the genetic effect on HDL-cholesterol (0.13 mmol/L; 95% CI: 0.11, 0.14) being consistent with that expected of a 10 mg dose of torcetrapib (0.13 mmol/L; 0.10, 0.15). In trials, 60mg torcetrapib elevated systolic and diastolic blood pressure by 4.47mmHg (4.10, 4.84) and 2.08mmHg (1.84, 2.31) respectively. However, the effect of CETP SNPs on systolic 0.16mmHg (−0.28, 0.60) and diastolic blood pressure −0.04mmHg (−0.36, 0.28) was null and significantly different from that expected of 10 mg torcetrapib.
Conclusions:
Discordance in the effects of CETP SNPs and torcetrapib treatment on blood pressure despite the concordant effects on lipids indicates the hypertensive action of torcetrapib is unlikely to be due to CETP-inhibition, or shared by chemically dissimilar CETP inhibitors. Genetic studies could find use in drug development programmes as a new source of randomised evidence for drug target validation in man.
doi:10.1161/CIRCULATIONAHA.109.865444
PMCID: PMC2811869  PMID: 20026784
genetics; pharmacology; epidemiology
24.  Statin Induced Myopathy and Myalgia: Time Trend Analysis and Comparison of Risk Associated with Statin Class from 1991–2006 
PLoS ONE  2008;3(6):e2522.
Background
Statins are widely used as a cholesterol lowering medication, reduce cardiovascular mortality and morbidity in high risk patients; and only rarely cause serious adverse drug reactions (ADRs). UK primary care databases of morbidity and prescription data, which now cover several million people, have potential for more powerful analytical approaches to study ADRs including adjusting for confounders and examining temporal effects.
Methods
Case-crossover design in detecting statin associated myopathy ADR in 93, 831 patients, using two independent primary care databases (1991–2006). We analysed risk by drug class, by disease code and cumulative year, exploring different cut-off exposure times and confounding by temporality.
Results
Using a 12 and 26 week exposure period, large risk ratios (RR) are associated with all classes of statins and fibrates for myopathy: RR 10.6 (9.8–11.4) and 19.9 (17.6–22.6) respectively. At 26 weeks, the largest risks are with fluvastatin RR 33.3 (95% CI 16.8–66.0) and ciprofibrate (with previous statin use) RR 40.5 (95% CI 13.4–122.0). AT 12 weeks the differences between cerivastatin and atorvastatin RR for myopathy were found to be significant, RR 2.05 (95% CI 1.2–3.5), and for rosuvastatin and fluvastatin RR 3.0 (95% CI 1.6–5.7). After 12 months of statin initiation, the relative risk for myopathy for all statins and fibrates increased to 25.7 (95% CI 21.8–30.3). Furthermore, this signal was detected within 2 years of first events being recorded. Our data suggests an annual incidence of statin induced myopathy or myalgia of around 11.4 for 16, 591 patients or 689 per million per year.
Conclusion
There may be differential risks associated with some classes of statin and fibrate. Myopathy related to statin or fibrate use may persist after a long exposure time (12 months or more). These methods could be applied for early detection of harmful drug side effects, using similar primary care diagnostic and prescribing data.
doi:10.1371/journal.pone.0002522
PMCID: PMC2432025  PMID: 18575628

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