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Featured researches published by Mart Kals.


PLOS Genetics | 2012

Evidence of Inbreeding Depression on Human Height

Ruth McQuillan; Niina Eklund; Nicola Pirastu; Maris Kuningas; Brian P. McEvoy; Tonu Esko; Tanguy Corre; Gail Davies; Marika Kaakinen; Leo-Pekka Lyytikäinen; Kati Kristiansson; Aki S. Havulinna; Martin Gögele; Veronique Vitart; Albert Tenesa; Yurii S. Aulchenko; Caroline Hayward; Åsa Johansson; Mladen Boban; Sheila Ulivi; Antonietta Robino; Vesna Boraska; Wilmar Igl; Sarah H. Wild; Lina Zgaga; Najaf Amin; Evropi Theodoratou; Ozren Polasek; Giorgia Girotto; Lorna M. Lopez

Stature is a classical and highly heritable complex trait, with 80%–90% of variation explained by genetic factors. In recent years, genome-wide association studies (GWAS) have successfully identified many common additive variants influencing human height; however, little attention has been given to the potential role of recessive genetic effects. Here, we investigated genome-wide recessive effects by an analysis of inbreeding depression on adult height in over 35,000 people from 21 different population samples. We found a highly significant inverse association between height and genome-wide homozygosity, equivalent to a height reduction of up to 3 cm in the offspring of first cousins compared with the offspring of unrelated individuals, an effect which remained after controlling for the effects of socio-economic status, an important confounder (χ2 = 83.89, df = 1; p = 5.2×10−20). There was, however, a high degree of heterogeneity among populations: whereas the direction of the effect was consistent across most population samples, the effect size differed significantly among populations. It is likely that this reflects true biological heterogeneity: whether or not an effect can be observed will depend on both the variance in homozygosity in the population and the chance inheritance of individual recessive genotypes. These results predict that multiple, rare, recessive variants influence human height. Although this exploratory work focuses on height alone, the methodology developed is generally applicable to heritable quantitative traits (QT), paving the way for an investigation into inbreeding effects, and therefore genetic architecture, on a range of QT of biomedical importance.


Journal of Public Health | 2008

High-prevalence and high-estimated incidence of HIV infection among new injecting drug users in Estonia: Need for large scale prevention programs.

Anneli Uusküla; Mart Kals; Kristiina Rajaleid; Katri Abel; Ave Talu; Kristi Rüütel; Lucy Platt; Tim Rhodes; Jack DeHovitz; Don C. Des Jarlais

OBJECTIVE To examine HIV risk behavior and HIV infection among new injectors in Tallinn, Estonia. Design and methods Data from two cross-sectional surveys of injecting drug users (IDUs) recruited from a syringe exchange program (N = 162, Study 1) or using respondent driven sampling (N = 350, Study 2). Behavioral surveys were administered; serum samples were collected for HIV testing. Subjects were categorized into new injectors (injecting < or = 3 years) and long-term injectors (injecting > 3 years). RESULTS Twenty-eight of 161 (17%, Study 1) and 73/350 (21%, Study 2) of the study subjects were new injectors. HIV infection was substantial among the newer injectors: HIV prevalence was 50% (Study 1) and 34% (Study 2), and estimated HIV incidence 31/100 PY and 21/100 PY, respectively. In Study 2, new injectors were more likely to be female and ethnic Estonian and less likely to be injecting daily compared with long-term injectors. No significant difference was found among two groups on sharing injecting equipment or reported number of sexual partners. CONCLUSIONS A continuing HIV epidemic among new injectors is of critical public health concern. Interventions to prevent initiation into injecting drug use and scaling up HIV prevention programs for IDUs in Estonia are of utmost importance.


WOS | 2015

Adiposity as a cause of cardiovascular disease: a Mendelian randomization study

Sara Haegg; Tove Fall; Alexander Ploner; Reedik Maegi; Krista Fischer; Harmen H. M. Draisma; Mart Kals; Paul S. de Vries; Abbas Dehghan; Sara M. Willems; Antti-Pekka Sarin; Kati Kristiansson; Marja-Liisa Nuotio; Aki S. Havulinna; Renée F.A.G. de Bruijn; M. Arfan Ikram; Maris Kuningas; Bruno H. Stricker; Oscar H. Franco; Beben Benyamin; Christian Gieger; Alistair S. Hall; Ville Huikari; Antti Jula; Marjo-Riitta Järvelin; Marika Kaakinen; Jaakko Kaprio; Michael Kobl; Massimo Mangino; Christopher P. Nelson

BACKGROUND Adiposity, as indicated by body mass index (BMI), has been associated with risk of cardiovascular diseases in epidemiological studies. We aimed to investigate if these associations are causal, using Mendelian randomization (MR) methods. METHODS The associations of BMI with cardiovascular outcomes [coronary heart disease (CHD), heart failure and ischaemic stroke], and associations of a genetic score (32 BMI single nucleotide polymorphisms) with BMI and cardiovascular outcomes were examined in up to 22,193 individuals with 3062 incident cardiovascular events from nine prospective follow-up studies within the ENGAGE consortium. We used random-effects meta-analysis in an MR framework to provide causal estimates of the effect of adiposity on cardiovascular outcomes. RESULTS There was a strong association between BMI and incident CHD (HR = 1.20 per SD-increase of BMI, 95% CI, 1.12-1.28, P = 1.9.10(-7)), heart failure (HR = 1.47, 95% CI, 1.35-1.60, P = 9.10(-19)) and ischaemic stroke (HR = 1.15, 95% CI, 1.06-1.24, P = 0.0008) in observational analyses. The genetic score was robustly associated with BMI (β = 0.030 SD-increase of BMI per additional allele, 95% CI, 0.028-0.033, P = 3.10(-107)). Analyses indicated a causal effect of adiposity on development of heart failure (HR = 1.93 per SD-increase of BMI, 95% CI, 1.12-3.30, P = 0.017) and ischaemic stroke (HR = 1.83, 95% CI, 1.05-3.20, P = 0.034). Additional cross-sectional analyses using both ENGAGE and CARDIoGRAMplusC4D data showed a causal effect of adiposity on CHD. CONCLUSIONS Using MR methods, we provide support for the hypothesis that adiposity causes CHD, heart failure and, previously not demonstrated, ischaemic stroke.


BMC Genomics | 2014

Genetic and epigenetic regulation of gene expression in fetal and adult human livers

Marc Jan Bonder; Silva Kasela; Mart Kals; Riin Tamm; Kaie Lokk; Isabel Barragan; Wim A. Buurman; Patrick Deelen; Jan-Willem M. Greve; Maxim Ivanov; Sander S. Rensen; Jana V. van Vliet-Ostaptchouk; Marcel G. M. Wolfs; Jingyuan Fu; Marten H. Hofker; Cisca Wijmenga; Alexandra Zhernakova; Magnus Ingelman-Sundberg; Lude Franke; Lili Milani

BackgroundThe liver plays a central role in the maintenance of homeostasis and health in general. However, there is substantial inter-individual variation in hepatic gene expression, and although numerous genetic factors have been identified, less is known about the epigenetic factors.ResultsBy analyzing the methylomes and transcriptomes of 14 fetal and 181 adult livers, we identified 657 differentially methylated genes with adult-specific expression, these genes were enriched for transcription factor binding sites of HNF1A and HNF4A. We also identified 1,000 genes specific to fetal liver, which were enriched for GATA1, STAT5A, STAT5B and YY1 binding sites. We saw strong liver-specific effects of single nucleotide polymorphisms on both methylation levels (28,447 unique CpG sites (meQTL)) and gene expression levels (526 unique genes (eQTL)), at a false discovery rate (FDR) < 0.05. Of the 526 unique eQTL associated genes, 293 correlated significantly not only with genetic variation but also with methylation levels. The tissue-specificities of these associations were analyzed in muscle, subcutaneous adipose tissue and visceral adipose tissue. We observed that meQTL were more stable between tissues than eQTL and a very strong tissue-specificity for the identified associations between CpG methylation and gene expression.ConclusionsOur analyses generated a comprehensive resource of factors involved in the regulation of hepatic gene expression, and allowed us to estimate the proportion of variation in gene expression that could be attributed to genetic and epigenetic variation, both crucial to understanding differences in drug response and the etiology of liver diseases.


Journal of Child Neurology | 2014

De novo SCN8A mutation identified by whole-exome sequencing in a boy with neonatal epileptic encephalopathy, multiple congenital anomalies, and movement disorders.

Ulvi Vaher; Margit Nõukas; Tiit Nikopensius; Mart Kals; Tarmo Annilo; Mari Nelis; Katrin Õunap; Tiia Reimand; Inga Talvik; Pilvi Ilves; Andres Piirsoo; Enn Seppet; Andres Metspalu; Tiina Talvik

Epileptic encephalopathies represent a clinically and genetically heterogeneous group of disorders, majority of which are of unknown etiology. We used whole-exome sequencing of a parent-offspring trio to identify the cause of early infantile epileptic encephalopathy in a boy with neonatal seizures, movement disorders, and multiple congenital anomalies who died at the age of 17 months because of respiratory illness and identified a de novo heterozygous missense mutation (c.3979A>G; p.Ile1327Val) in SCN8A (voltage-gated sodium-channel type VIII alpha subunit) gene. The variant was confirmed in the proband with Sanger sequencing. Because the clinical phenotype associated with SCN8A mutations has previously been identified only in a few patients with or without epileptic seizures, these data together with our results suggest that mutations in SCN8A can lead to early infantile epileptic encephalopathy with a broad phenotypic spectrum. Additional investigations will be worthwhile to determine the prevalence and contribution of SCN8A mutations to epileptic encephalopathies.


Genome Biology | 2013

Ontogeny, distribution and potential roles of 5-hydroxymethylcytosine in human liver function.

Maxim Ivanov; Mart Kals; Marina Kacevska; Isabel Barragan; Kie Kasuga; Anders Rane; Andres Metspalu; Lili Milani; Magnus Ingelman-Sundberg

BackgroundInterindividual differences in liver functions such as protein synthesis, lipid and carbohydrate metabolism and drug metabolism are influenced by epigenetic factors. The role of the epigenetic machinery in such processes has, however, been barely investigated. 5-hydroxymethylcytosine (5hmC) is a recently re-discovered epigenetic DNA modification that plays an important role in the control of gene expression.ResultsIn this study, we investigate 5hmC occurrence and genomic distribution in 8 fetal and 7 adult human liver samples in relation to ontogeny and function. LC-MS analysis shows that in the adult liver samples 5hmC comprises up to 1% of the total cytosine content, whereas in all fetal livers it is below 0.125%. Immunohistostaining of liver sections with a polyclonal anti-5hmC antibody shows that 5hmC is detected in most of the hepatocytes. Genome-wide mapping of the distribution of 5hmC in human liver samples by next-generation sequencing shows significant differences between fetal and adult livers. In adult livers, 5hmC occupancy is overrepresented in genes involved in active catabolic and metabolic processes, whereas 5hmC elements which are found in genes exclusively in fetal livers and disappear in the adult state, are more specific to pathways for differentiation and development.ConclusionsOur findings suggest that 5-hydroxymethylcytosine plays an important role in the development and function of the human liver and might be an important determinant for development of liver diseases as well as of the interindividual differences in drug metabolism and toxicity.


Nucleic Acids Research | 2013

In-solution hybrid capture of bisulfite-converted DNA for targeted bisulfite sequencing of 174 ADME genes

Maxim Ivanov; Mart Kals; Marina Kacevska; Andres Metspalu; Magnus Ingelman-Sundberg; Lili Milani

DNA methylation is one of the most important epigenetic alterations involved in the control of gene expression. Bisulfite sequencing of genomic DNA is currently the only method to study DNA methylation patterns at single-nucleotide resolution. Hence, next-generation sequencing of bisulfite-converted DNA is the method of choice to investigate DNA methylation profiles at the genome-wide scale. Nevertheless, whole genome sequencing for analysis of human methylomes is expensive, and a method for targeted gene analysis would provide a good alternative in many cases where the primary interest is restricted to a set of genes. Here, we report the successful use of a custom Agilent SureSelect Target Enrichment system for the hybrid capture of bisulfite-converted DNA. We prepared bisulfite-converted next-generation sequencing libraries, which are enriched for the coding and regulatory regions of 174 ADME genes (i.e. genes involved in the metabolism and distribution of drugs). Sequencing of these libraries on Illumina’s HiSeq2000 revealed that the method allows a reliable quantification of methylation levels of CpG sites in the selected genes, and validation of the method using pyrosequencing and the Illumina 450K methylation BeadChips revealed good concordance.


Scandinavian Journal of Clinical & Laboratory Investigation | 2008

Inflammation and oxidative stress are associated differently with endothelial function and arterial stiffness in healthy subjects and in patients with atherosclerosis

Jaak Kals; Priit Kampus; Mart Kals; Andres Pulges; Rein Teesalu; Kersti Zilmer; Tiiu Kullisaar; Tiit Salum; Jaan Eha; Mihkel Zilmer

Inflammation and oxidative stress (OxS) play key roles in atherogenesis; however, their causal relationship is not yet completely understood. Much attention has been given to the possibility that inflammation is a primary process of atherosclerosis and that OxS may be a by‐product of the inflammatory process. We hypothesized, accordingly, that chronic systemic inflammation affects endothelial vasomotor function in the subclinical condition, whereas oxidative modifications are more involved in the structural stiffening of the arteries in atherosclerosis. The aim of our study was to test this hypothesis. Endothelial function and arterial stiffness were assessed non‐invasively by pulse wave analysis, and blood/urinary samples were taken in 39 patients with peripheral arterial disease as well as in 34 controls. The patients showed significantly reduced endothelial function index (EFI) and increased augmentation index (AIx), as well as higher estimated aortic pulse wave velocity (PWV) and elevated values of the intercellular adhesion molecule‐1 (ICAM‐1), high sensitivity C‐reactive protein, myeloperoxidase and urinary 8‐iso‐prostaglandin F2a (F2‐IsoPs). There was an inverse association between EFI and ICAM‐1 (R = −0.44, p = 0.009) in the controls, but not in the patients. Augmentation index and estimated aortic PWV correlated with F2‐IsoPs only in the patients (R = 0.5, p = 0.001; R = −0.43, p = 0.006, respectively). After controlling for potential confounders, these associations remained significant. The study demonstrates that impairment of endothelial vasomotor capacity is affected by degree of inflammation in the subclinical condition, whereas arterial stiffening is determined by level of oxidative modifications in atherosclerosis.


BMC Public Health | 2011

Expanded syringe exchange programs and reduced HIV infection among new injection drug users in Tallinn, Estonia

Anneli Uusküla; Don C. Des Jarlais; Mart Kals; Kristi Rüütel; Katri Abel-Ollo; Ave Talu; Igor Sobolev

BackgroundEstonia has experienced an HIV epidemic among intravenous drug users (IDUs) with the highest per capita HIV prevalence in Eastern Europe. We assessed the effects of expanded syringe exchange programs (SEP) in the capital city, Tallinn, which has an estimated 10,000 IDUs.MethodsSEP implementation was monitored with data from the Estonian National Institute for Health Development. Respondent driven sampling (RDS) interview surveys with HIV testing were conducted in Tallinn in 2005, 2007 and 2009 (involving 350, 350 and 327 IDUs respectively). HIV incidence among new injectors (those injecting for < = 3 years) was estimated by assuming (1) new injectors were HIV seronegative when they began injecting, and (2) HIV infection occurred at the midpoint between first injection and time of interview.ResultsSEP increased from 230,000 syringes exchanged in 2005 to 440,000 in 2007 and 770,000 in 2009. In all three surveys, IDUs were predominantly male (80%), ethnic Russians (>80%), and young adults (mean ages 24 to 27 years). The proportion of new injectors decreased significantly over the years (from 21% in 2005 to 12% in 2009, p = 0.005). HIV prevalence among all respondents stabilized at slightly over 50% (54% in 2005, 55% in 2007, 51% in 2009), and decreased among new injectors (34% in 2005, 16% in 2009, p = 0.046). Estimated HIV incidence among new injectors decreased significantly from 18/100 person-years in 2005 and 21/100 person-years in 2007 to 9/100 person-years in 2009 (p = 0.026).ConclusionsIn Estonia, a transitional country, a decrease in the HIV prevalence among new injectors and in the numbers of people initiating injection drug use coincided with implementation of large-scale SEPs. Further reductions in HIV transmission among IDUs are still required. Provision of 70 or more syringes per IDU per year may be needed before significant reductions in HIV incidence occur.


Journal of Dental Research | 2013

A Missense Mutation in DUSP6 is Associated with Class III Malocclusion

Tiit Nikopensius; Mare Saag; Triin Jagomägi; Tarmo Annilo; Mart Kals; Paula Ann Kivistik; Lili Milani; Andres Metspalu

Class III malocclusion is a common dentofacial phenotype with a variable prevalence according to ethnic background. The etiology of Class III malocclusion has been attributed mainly to interactions between susceptibility genes and environmental factors during the morphogenesis of the mandible and maxilla. Class III malocclusion shows familial recurrence, and family-based studies support a predominance of an autosomal-dominant mode of inheritance. We performed whole-exome sequencing on five siblings from an Estonian family affected by Class III malocclusion. We identified a rare heterozygous missense mutation, c.545C>T (p.Ser182Phe), in the DUSP6 gene, a likely causal variant. This variant co-segregated with the disease following an autosomal-dominant mode of inheritance with incomplete penetrance. Transcriptional activation of DUSP6 has been presumed to be regulated by FGF/FGFR and MAPK/ERK signaling during fundamental processes at early stages of skeletal development. Several candidate genes within a linkage region on chromosome 12q22-q23 – harboring DUSP6 – are implicated in the regulation of maxillary or mandibular growth. The current study reinforces that the 12q22-q23 region is biologically relevant to craniofacial development and may be genetically linked to the Class III malocclusion.

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