Khadeeja Ismail
University of Helsinki
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Publication
Featured researches published by Khadeeja Ismail.
Diabetes | 2015
Sini Heinonen; Jana Buzkova; Maheswary Muniandy; Risto Kaksonen; Miina Ollikainen; Khadeeja Ismail; Antti Hakkarainen; J. Lundbom; Nina Lundbom; Katriina Vuolteenaho; Eeva Moilanen; Jaakko Kaprio; Aila Rissanen; Anu Suomalainen; Kirsi H. Pietiläinen
Low mitochondrial number and activity have been suggested as underlying factors in obesity, type 2 diabetes, and metabolic syndrome. However, the stage at which mitochondrial dysfunction manifests in adipose tissue after the onset of obesity remains unknown. Here we examined subcutaneous adipose tissue (SAT) samples from healthy monozygotic twin pairs, 22.8–36.2 years of age, who were discordant (ΔBMI >3 kg/m2, mean length of discordance 6.3 ± 0.3 years, n = 26) and concordant (ΔBMI <3 kg/m2, n = 14) for body weight, and assessed their detailed mitochondrial metabolic characteristics: mitochondrial-related transcriptomes with dysregulated pathways, mitochondrial DNA (mtDNA) amount, mtDNA-encoded transcripts, and mitochondrial oxidative phosphorylation (OXPHOS) protein levels. We report global expressional downregulation of mitochondrial oxidative pathways with concomitant downregulation of mtDNA amount, mtDNA-dependent translation system, and protein levels of the OXPHOS machinery in the obese compared with the lean co-twins. Pathway analysis indicated downshifting of fatty acid oxidation, ketone body production and breakdown, and the tricarboxylic acid cycle, which inversely correlated with adiposity, insulin resistance, and inflammatory cytokines. Our results suggest that mitochondrial biogenesis, oxidative metabolic pathways, and OXPHOS proteins in SAT are downregulated in acquired obesity, and are associated with metabolic disturbances already at the preclinical stage.
Molecular Psychiatry | 2017
R. Karlsson Linner; Riccardo E. Marioni; Cornelius A. Rietveld; Andrew J Simpkin; Neil M Davies; Kyoko Watanabe; Nicola J. Armstrong; Kirsi Auro; Clemens Baumbach; Marc Jan Bonder; Jadwiga Buchwald; Giovanni Fiorito; Khadeeja Ismail; Stella Iurato; Anni Joensuu; Pauliina Karell; Silva Kasela; Jari Lahti; Allan F. McRae; P R Mandaviya; Ilkka Seppälä; Yunfei Wang; Laura Baglietto; Elisabeth B. Binder; Sarah E. Harris; Allison Hodge; Steve Horvath; Mikko Hurme; Magnus Johannesson; Antti Latvala
The epigenome is associated with biological factors, such as disease status, and environmental factors, such as smoking, alcohol consumption and body mass index. Although there is a widespread perception that environmental influences on the epigenome are pervasive and profound, there has been little evidence to date in humans with respect to environmental factors that are biologically distal. Here we provide evidence on the associations between epigenetic modifications—in our case, CpG methylation—and educational attainment (EA), a biologically distal environmental factor that is arguably among the most important life-shaping experiences for individuals. Specifically, we report the results of an epigenome-wide association study meta-analysis of EA based on data from 27 cohort studies with a total of 10 767 individuals. We find nine CpG probes significantly associated with EA. However, robustness analyses show that all nine probes have previously been found to be associated with smoking. Only two associations remain when we perform a sensitivity analysis in the subset of never-smokers, and these two probes are known to be strongly associated with maternal smoking during pregnancy, and thus their association with EA could be due to correlation between EA and maternal smoking. Moreover, the effect sizes of the associations with EA are far smaller than the known associations with the biologically proximal environmental factors alcohol consumption, body mass index, smoking and maternal smoking during pregnancy. Follow-up analyses that combine the effects of many probes also point to small methylation associations with EA that are highly correlated with the combined effects of smoking. If our findings regarding EA can be generalized to other biologically distal environmental factors, then they cast doubt on the hypothesis that such factors have large effects on the epigenome.
World Journal of Biological Psychiatry | 2018
Miriam Kesselmeier; Carolin Pütter; Anna-Lena Volckmar; Hansjörg Baurecht; Harald Grallert; Thomas Illig; Khadeeja Ismail; Miina Ollikainen; Yasmina Silén; Anna Keski-Rahkonen; Cynthia M. Bulik; David A. Collier; Eleftheria Zeggini; Johannes Hebebrand; André Scherag; Anke Hinney; Gcan; Wtccc
Abstract Objectives: Patients with anorexia nervosa (AN) are ideally suited to identify differentially methylated genes in response to starvation. Methods: We examined high-throughput DNA methylation derived from whole blood of 47 females with AN, 47 lean females without AN and 100 population-based females to compare AN with both controls. To account for different cell type compositions, we applied two reference-free methods (FastLMM-EWASher, RefFreeEWAS) and searched for consensus CpG sites identified by both methods. We used a validation sample of five monozygotic AN-discordant twin pairs. Results: Fifty-one consensus sites were identified in AN vs. lean and 81 in AN vs. population-based comparisons. These sites have not been reported in AN methylation analyses, but for the latter comparison 54/81 sites showed directionally consistent differential methylation effects in the AN-discordant twins. For a single nucleotide polymorphism rs923768 in CSGALNACT1 a nearby site was nominally associated with AN. At the gene level, we confirmed hypermethylated sites at TNXB. We found support for a locus at NR1H3 in the AN vs. lean control comparison, but the methylation direction was opposite to the one previously reported. Conclusions: We confirm genes like TNXB previously described to comprise differentially methylated sites, and highlight further sites that might be specifically involved in AN starvation processes.
International Journal of Obesity | 2016
Elina Järvinen; Khadeeja Ismail; Maheswary Muniandy; Leonie H. Bogl; Sini Heinonen; Mark Tummers; S Miettinen; Jaakko Kaprio; Aila Rissanen; Miina Ollikainen; Kirsi H. Pietiläinen
Background:Biotin acts as a coenzyme for carboxylases regulating lipid and amino-acid metabolism. We investigated alterations of the biotin-dependent functions in obesity and the downstream effects of biotin restriction in adipocytes in vitro.Subjects:Twenty-four monozygotic twin pairs discordant for body mass index (BMI). Mean within-pair difference (heavy-lean co-twin, Δ) of BMI was 6.0 kg m–2 (range 3.1–15.2 kg m–2).Methods:Adipose tissue (AT) DNA methylation, gene expression of AT and adipocytes, and leukocytes (real-time quantitative PCR), serum biotin, C-reactive protein (CRP) and triglycerides were measured in the twins. Human adipocytes were cultured in low and control biotin concentrations and analyzed for lipid droplet content, mitochondrial morphology and mitochondrial respiration.Results:The gene expression levels of carboxylases, PCCB and MCCC1, were upregulated in the heavier co-twins’ leukocytes. ΔPCCB (r=0.91, P=0.0046) and ΔMCCC1 (r=0.79, P=0.036) correlated with ΔCRP within-pairs. Serum biotin levels were lower in the heavier (274 ng l–1) than in the lean co-twins (390 ng l–1, P=0.034). ΔBiotin correlated negatively with Δtriglycerides (r=–0.56, P=0.045) within-pairs. In AT, HLCS and ACACB were hypermethylated and biotin cycle genes HLCS and BTD were downregulated (P<0.05). Biotin-dependent carboxylases were downregulated (ACACA, ACACB, PCCB, MCCC2 and PC; P<0.05) in both AT and adipocytes of the heavier co-twins. Adipocytes cultured in low biotin had decreased lipid accumulation, altered mitochondrial morphology and deficient mitochondrial respiration.Conclusions:Biotin-dependent functions are modified by adiposity independent of genetic effects, and correlate with inflammation and hypertriglyceridemia. Biotin restriction decreases lipid accumulation and respiration, and alters mitochondrial morphology in adipocytes.
Twin Research and Human Genetics | 2015
Aileen Bahl; Eija Pöllänen; Khadeeja Ismail; Sarianna Sipilä; Tuija M. Mikkola; Eva C Berglund; Carl Mårten Lindqvist; Ann-Christine Syvänen; Taina Rantanen; Jaakko Kaprio; Vuokko Kovanen; Miina Ollikainen
The loss of estrogen during menopause causes changes in the female body, with wide-ranging effects on health. Estrogen-containing hormone replacement therapy (HRT) leads to a relief of typical menopausal symptoms, benefits bone and muscle health, and is associated with tissue-specific gene expression profiles. As gene expression is controlled by epigenetic factors (including DNA methylation), many of which are environmentally sensitive, it is plausible that at least part of the HRT-associated gene expression is due to changes in DNA methylation profile. We investigated genome-wide DNA methylation and gene expression patterns of white blood cells (WBCs) and their associations with body composition, including muscle and bone measures of monozygotic (MZ) female twin pairs discordant for HRT. We identified 7,855 nominally significant differentially methylated regions (DMRs) associated with 4,044 genes. Of the genes with DMRs, five (ACBA1, CCL5, FASLG, PPP2R2B, and UHRF1) were also differentially expressed. All have been previously associated with HRT or estrogenic regulation, but not with HRT-associated DNA methylation. All five genes were associated with bone mineral content (BMC), and ABCA1, FASLG, and UHRF1 were also associated with body adiposity. Our study is the first to show that HRT associates with genome-wide DNA methylation alterations in WBCs. Moreover, we show that five differentially expressed genes with DMRs associate with clinical measures, including body fat percentage, lean body mass, bone mass, and blood lipids. Our results indicate that at least part of the known beneficial HRT effects on body composition and bone mass may be regulated by DNA methylation associated alterations in gene expression in circulating WBCs.
bioRxiv | 2017
Richard Karlsson Linner; Riccardo E. Marioni; Cornelius A. Rietveld; Andrew J Simpkin; Neil M Davies; Kyoko Watanabe; Nicola J. Armstrong; Kirsi Auro; Clemens Baumbach; Marc Jan Bonder; Jadwiga Buchwald; Giovanni Fiorito; Khadeeja Ismail; Stella Iurato; Anni Joensuu; Pauliina Karell; Silva Kasela; Jari Lahti; Allan F. McRae; Pooja R. Mandaviya; Ilkka Seppälä; Yunzhang Wang; Laura Baglietto; Elisabeth B. Binder; Sarah E. Harris; Allison Hodge; Steve Horvath; Mikko Hurme; Magnus Johannesson; Antti Latvala
The epigenome has been shown to be influenced by biological factors, such as disease status, and environmental factors, such as smoking, alcohol consumption, and body mass index. Although there is a widespread perception that environmental influences on the epigenome are pervasive and profound, there has been little evidence to date in humans with respect to environmental factors that are biologically distal. Here, we provide evidence on the associations between epigenetic modifications—in our case, CpG methylation—and educational attainment (EA), a biologically distal environmental factor that is arguably among of the most important life-shaping experiences for individuals. Specifically, we report the results of an epigenome-wide association study meta-analysis of EA based on data from 27 cohort studies with a total of 10,767 individuals. While we find that 9 CpG probes are significantly associated with EA, only two remain associated when we restrict the sample to never-smokers. These two are known to be strongly associated with maternal smoking during pregnancy, and thus their association with EA could be due to correlation between EA and maternal smoking. Moreover, their effect sizes on EA are far smaller than the known associations between CpG probes and biologically proximal environmental factors. Two analyses that combine the effects of many probes—polygenic methylation score and epigenetic-clock analyses—both suggest small associations with EA. If our findings regarding EA can be generalized to other biologically distal environmental factors, then they cast doubt on the hypothesis that such factors have large effects on the epigenome.
Clinical Epigenetics | 2015
Miina Ollikainen; Khadeeja Ismail; Kristina Gervin; Anjuska Kyllönen; Antti Hakkarainen; Jesper Lundbom; Elina Järvinen; Jennifer R. Harris; Nina Lundbom; Aila Rissanen; Robert Lyle; Kirsi H. Pietiläinen; Jaakko Kaprio
Behavior Genetics | 2017
Jenny van Dongen; Khadeeja Ismail; Rosa Mulder; Bart M. L. Baselmans; Michel G. Nivard; Rick Jansen; Lannie Ligthart; Miina Ollikainen; Eero Vuoksimaa; Henning Tiemeier; Jaakko Kaprio; Meike Bartels; Dorret I. Boomsma
WOS | 2016
Kirsi H. Pietiläinen; Khadeeja Ismail; Elina Järvinen; Sini Heinonen; Mark Tummers; S Bollepalli; Robert Lyle; Maheswary Muniandy; Eeva Moilanen; Antti Hakkarainen; J. Lundbom; Nina Lundbom; Aila Rissanen; Jaakko Kaprio; Miina Ollikainen
Archive | 2015
Sini Heinonen; Jana Buzkova; Maheswary Muniandy; Risto Kaksonen; Miina Ollikainen; Khadeeja Ismail; Antti Hakkarainen; J. Lundbom; Nina Lundbom; Katriina Vuolteenaho; Eeva Moilanen; Jaakko Kaprio; Aila Rissanen; Anu Suomalainen; Kirsi H. Pietiläinen