Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Elvira Isganaitis is active.

Publication


Featured researches published by Elvira Isganaitis.


Science | 2014

In utero undernourishment perturbs the adult sperm methylome and intergenerational metabolism

Elizabeth J. Radford; Mitsuteru Ito; Hui Shi; Jennifer A Corish; Kazuki Yamazawa; Elvira Isganaitis; Stefanie Seisenberger; Timothy A. Hore; Wolf Reik; Serap Erkek; Antoine H. F. M. Peters; Mary-Elizabeth Patti; Anne C. Ferguson-Smith

Introduction The rapid global rise in metabolic disease suggests that nongenetic environmental factors contribute to disease risk. Early life represents a window of phenotypic plasticity important for adult metabolic health and that of future generations. Epigenetic inheritance has been implicated in the paternal transmission of environmentally induced phenotypes, but the mechanisms responsible remain unknown. In utero undernourishment alters the adult germ cell methylome. Undernourishment during PGC reprogramming results in hypomethylation of discrete loci in adult sperm. These regions are enriched in nucleosomes and are low-methylated regions. Although partially resistant to blastocyst reprogramming, differential methylation does not persist in the next generation. However, dysregulated expression of genes neighboring DMRs is observed in F2 offspring. Rationale We investigated the role of DNA methylation in epigenetic inheritance in an established murine model of intergenerational developmental programming. F1 offspring of undernourished dams (UN) have low birth weight and multiple metabolic defects. Metabolic phenotypic inheritance to the F2 generation is observed through the paternal line, even though the F1 mice did not experience postnatal environmental perturbation. The timing of nutritional restriction coincides with methylation reacquisition in F1 male primordial germ cells (PGCs). Therefore, we assessed F1 sperm whole-genome methylation using immunoprecipitation of methylated DNA, combined with high-throughput sequencing, followed by independent validation. We characterized the regions susceptible to methylation change and investigated the legacy of such methylation change in the phenotypic development of the next generation. Results In UN mice, 111 regions are hypomethylated relative to control sperm, and these changes are validated by bisulfite pyrosequencing. Methylation differences span multiple CpGs, with robust absolute changes of 10 to 30% (relative reduction ~50%). The absolute methylation level is consistent with differentially methylated regions (DMRs) being “low-methylated regions,” known to be enriched in regulatory elements. Indeed, luciferase assays suggest a role for these DMRs in transcriptional regulation. Hypomethylated DMRs are significantly depleted from coding and repetitive regions and enriched in intergenic regions and CpG islands. They are also enriched in nucleosome-retaining regions, which suggests that, at some loci, paternal germline hypomethylation induced by in utero undernutrition is transmitted in a chromatin context. DMRs are late to regain methylation in normal male PGCs. This may render them particularly susceptible to environmental perturbations that delay or impair remethylation in late gestation. Except for imprinted loci, gene-associated male germline methylation has generally been thought to be largely erased in the zygote,although recent studies suggest that resistance to reprogramming is more widespread. Indeed, 43% of hypomethylated DMRs persist and thus have the potential to affect development of the next generation. We show that differential methylation is lost in late-gestation F2 tissues, but considerable tissue-specific differences in expression of metabolic genes neighboring DMRs are present. Thus, it is unlikely that these expression changes are directly mediated by altered methylation; rather, the cumulative effects of dysregulated epigenetic patterns earlier in development may yield sustained alterations in chromatin architecture, transcriptional regulatory networks, differentiation, or tissue structure. Conclusion Prenatal undernutrition can compromise male germline epigenetic reprogramming and thus permanently alter DNA methylation in the sperm of adult offspring at regions resistant to zygotic reprogramming. However, persistence of altered DNA methylation into late-gestation somatic tissues of the subsequent generation is not observed. Nonetheless, alterations in gamete methylation may serve as a legacy of earlier developmental exposures and may contribute to the intergenerational transmission of environmentally induced disease. The nutritional sins of the mother… Prenatal exposures of a mother can affect the health of her offspring, but how? Radford et al. found that the male progeny of undernourished pregnant mice had altered DNA chemistry in their sperm. In addition, the offspring displayed compromised metabolic health. The specific affected genes not only lost DNA methylation but also lacked the normal sperm DNA packaging factors (protamines) and instead were enriched in nucleosomes. Thus, when subjected to a suboptimal prenatal environment, offspring feel the effects of the maternal assault. Science, this issue p. 10.1126/science.1255903 Prenatal assaults change DNA methylation and chromatin structure in sperm and affect offspring. [Also see Perspective by Susiarjo and Bartolomei] Adverse prenatal environments can promote metabolic disease in offspring and subsequent generations. Animal models and epidemiological data implicate epigenetic inheritance, but the mechanisms remain unknown. In an intergenerational developmental programming model affecting F2 mouse metabolism, we demonstrate that the in utero nutritional environment of F1 embryos alters the germline DNA methylome of F1 adult males in a locus-specific manner. Differentially methylated regions are hypomethylated and enriched in nucleosome-retaining regions. A substantial fraction is resistant to early embryo methylation reprogramming, which may have an impact on F2 development. Differential methylation is not maintained in F2 tissues, yet locus-specific expression is perturbed. Thus, in utero nutritional exposures during critical windows of germ cell development can impact the male germline methylome, associated with metabolic disease in offspring.


Diabetes | 2009

Intergenerational Transmission of Glucose Intolerance and Obesity by In Utero Undernutrition in Mice

Josep C. Jimenez-Chillaron; Elvira Isganaitis; Marika Charalambous; Stephane Gesta; Thais Pentinat-Pelegrin; Ryan R. Faucette; Jessica P. Otis; Alice Chow; Rubén Díaz; Anne C. Ferguson-Smith; Mary-Elizabeth Patti

OBJECTIVE—Low birth weight (LBW) is associated with increased risk of obesity, diabetes, and cardiovascular disease during adult life. Moreover, this programmed disease risk can progress to subsequent generations. We previously described a mouse model of LBW, produced by maternal caloric undernutrition (UN) during late gestation. LBW offspring (F1-UN generation) develop progressive obesity and impaired glucose tolerance (IGT) with aging. We aimed to determine whether such metabolic phenotypes can be transmitted to subsequent generations in an experimental model, even in the absence of altered nutrition during the second pregnancy. RESEARCH DESIGN AND METHODS—We intercrossed female and male F1 adult control (C) and UN mice and characterized metabolic phenotypes in F2 offspring. RESULTS—We demonstrate that 1) reduced birth weight progresses to F2 offspring through the paternal line (C♀-C♂ = 1.64 g; C♀-UN♂ = 1.57 g, P < 0.05; UN♀-C♂ = 1.64 g; UN♀-UN♂ = 1.60 g, P < 0.05), 2) obesity progresses through the maternal line (percent body fat: C♀-C♂ = 22.4%; C♀-UN♂ = 22.9%; UN♀-C♂ = 25.9%, P < 0.05; UN♀-UN♂ = 27.5%, P < 0.05), and 3) IGT progresses through both parental lineages (glucose tolerance test area under curve C♀-C♂ = 100; C♀-UN♂ = 122, P < 0.05; UN♀-C♂ = 131, P < 0.05; UN♀-UN♂ = 151, P < 0.05). Mechanistically, IGT in both F1 and F2 generations is linked to impaired β-cell function, explained, in part, by dysregulation of Sur1 expression. CONCLUSIONS—Maternal undernutrition during pregnancy (F0) programs reduced birth weight, IGT, and obesity in both first- and second-generation offspring. Sex-specific transmission of phenotypes implicates complex mechanisms including alterations in the maternal metabolic environment (transmaternal inheritance of obesity), gene expression mediated by developmental and epigenetic pathways (transpaternal inheritance of LBW), or both (IGT).


Science | 2014

In utero effects. In utero undernourishment perturbs the adult sperm methylome and intergenerational metabolism.

Elizabeth J. Radford; Mitsuteru Ito; Hui Shi; Jennifer A Corish; Kazuki Yamazawa; Elvira Isganaitis; Stefanie Seisenberger; Timothy A. Hore; Wolf Reik; Serap Erkek; Antoine H. F. M. Peters; Mary-Elizabeth Patti; Anne C. Ferguson-Smith

Introduction The rapid global rise in metabolic disease suggests that nongenetic environmental factors contribute to disease risk. Early life represents a window of phenotypic plasticity important for adult metabolic health and that of future generations. Epigenetic inheritance has been implicated in the paternal transmission of environmentally induced phenotypes, but the mechanisms responsible remain unknown. In utero undernourishment alters the adult germ cell methylome. Undernourishment during PGC reprogramming results in hypomethylation of discrete loci in adult sperm. These regions are enriched in nucleosomes and are low-methylated regions. Although partially resistant to blastocyst reprogramming, differential methylation does not persist in the next generation. However, dysregulated expression of genes neighboring DMRs is observed in F2 offspring. Rationale We investigated the role of DNA methylation in epigenetic inheritance in an established murine model of intergenerational developmental programming. F1 offspring of undernourished dams (UN) have low birth weight and multiple metabolic defects. Metabolic phenotypic inheritance to the F2 generation is observed through the paternal line, even though the F1 mice did not experience postnatal environmental perturbation. The timing of nutritional restriction coincides with methylation reacquisition in F1 male primordial germ cells (PGCs). Therefore, we assessed F1 sperm whole-genome methylation using immunoprecipitation of methylated DNA, combined with high-throughput sequencing, followed by independent validation. We characterized the regions susceptible to methylation change and investigated the legacy of such methylation change in the phenotypic development of the next generation. Results In UN mice, 111 regions are hypomethylated relative to control sperm, and these changes are validated by bisulfite pyrosequencing. Methylation differences span multiple CpGs, with robust absolute changes of 10 to 30% (relative reduction ~50%). The absolute methylation level is consistent with differentially methylated regions (DMRs) being “low-methylated regions,” known to be enriched in regulatory elements. Indeed, luciferase assays suggest a role for these DMRs in transcriptional regulation. Hypomethylated DMRs are significantly depleted from coding and repetitive regions and enriched in intergenic regions and CpG islands. They are also enriched in nucleosome-retaining regions, which suggests that, at some loci, paternal germline hypomethylation induced by in utero undernutrition is transmitted in a chromatin context. DMRs are late to regain methylation in normal male PGCs. This may render them particularly susceptible to environmental perturbations that delay or impair remethylation in late gestation. Except for imprinted loci, gene-associated male germline methylation has generally been thought to be largely erased in the zygote,although recent studies suggest that resistance to reprogramming is more widespread. Indeed, 43% of hypomethylated DMRs persist and thus have the potential to affect development of the next generation. We show that differential methylation is lost in late-gestation F2 tissues, but considerable tissue-specific differences in expression of metabolic genes neighboring DMRs are present. Thus, it is unlikely that these expression changes are directly mediated by altered methylation; rather, the cumulative effects of dysregulated epigenetic patterns earlier in development may yield sustained alterations in chromatin architecture, transcriptional regulatory networks, differentiation, or tissue structure. Conclusion Prenatal undernutrition can compromise male germline epigenetic reprogramming and thus permanently alter DNA methylation in the sperm of adult offspring at regions resistant to zygotic reprogramming. However, persistence of altered DNA methylation into late-gestation somatic tissues of the subsequent generation is not observed. Nonetheless, alterations in gamete methylation may serve as a legacy of earlier developmental exposures and may contribute to the intergenerational transmission of environmentally induced disease. The nutritional sins of the mother… Prenatal exposures of a mother can affect the health of her offspring, but how? Radford et al. found that the male progeny of undernourished pregnant mice had altered DNA chemistry in their sperm. In addition, the offspring displayed compromised metabolic health. The specific affected genes not only lost DNA methylation but also lacked the normal sperm DNA packaging factors (protamines) and instead were enriched in nucleosomes. Thus, when subjected to a suboptimal prenatal environment, offspring feel the effects of the maternal assault. Science, this issue p. 10.1126/science.1255903 Prenatal assaults change DNA methylation and chromatin structure in sperm and affect offspring. [Also see Perspective by Susiarjo and Bartolomei] Adverse prenatal environments can promote metabolic disease in offspring and subsequent generations. Animal models and epidemiological data implicate epigenetic inheritance, but the mechanisms remain unknown. In an intergenerational developmental programming model affecting F2 mouse metabolism, we demonstrate that the in utero nutritional environment of F1 embryos alters the germline DNA methylome of F1 adult males in a locus-specific manner. Differentially methylated regions are hypomethylated and enriched in nucleosome-retaining regions. A substantial fraction is resistant to early embryo methylation reprogramming, which may have an impact on F2 development. Differential methylation is not maintained in F2 tissues, yet locus-specific expression is perturbed. Thus, in utero nutritional exposures during critical windows of germ cell development can impact the male germline methylome, associated with metabolic disease in offspring.


PLOS Genetics | 2012

An Unbiased Assessment of the Role of Imprinted Genes in an Intergenerational Model of Developmental Programming

Elizabeth J. Radford; Elvira Isganaitis; Josep C. Jimenez-Chillaron; Joshua Schroeder; Michael Molla; Simon Andrews; Nathalie Didier; Marika Charalambous; Kirsten McEwen; Giovanna Marazzi; David Sassoon; Mary-Elizabeth Patti; Anne C. Ferguson-Smith

Environmental factors during early life are critical for the later metabolic health of the individual and of future progeny. In our obesogenic environment, it is of great socioeconomic importance to investigate the mechanisms that contribute to the risk of metabolic ill health. Imprinted genes, a class of functionally mono-allelic genes critical for early growth and metabolic axis development, have been proposed to be uniquely susceptible to environmental change. Furthermore, it has also been suggested that perturbation of the epigenetic reprogramming of imprinting control regions (ICRs) may play a role in phenotypic heritability following early life insults. Alternatively, the presence of multiple layers of epigenetic regulation may in fact protect imprinted genes from such perturbation. Unbiased investigation of these alternative hypotheses requires assessment of imprinted gene expression in the context of the response of the whole transcriptome to environmental assault. We therefore analyse the role of imprinted genes in multiple tissues in two affected generations of an established murine model of the developmental origins of health and disease using microarrays and quantitative RT–PCR. We demonstrate that, despite the functional mono-allelicism of imprinted genes and their unique mechanisms of epigenetic dosage control, imprinted genes as a class are neither more susceptible nor protected from expression perturbation induced by maternal undernutrition in either the F1 or the F2 generation compared to other genes. Nor do we find any evidence that the epigenetic reprogramming of ICRs in the germline is susceptible to nutritional restriction. However, we propose that those imprinted genes that are affected may play important roles in the foetal response to undernutrition and potentially its long-term sequelae. We suggest that recently described instances of dosage regulation by relaxation of imprinting are rare and likely to be highly regulated.


Diabetes | 2009

Accelerated Postnatal Growth Increases Lipogenic Gene Expression and Adipocyte Size in Low–Birth Weight Mice

Elvira Isganaitis; Jose Jimenez-Chillaron; Melissa Woo; Alice Chow; Jennifer DeCoste; Martha Vokes; Manway Liu; Simon Kasif; Ann Marie Zavacki; Rebecca L. Leshan; Martin G. Myers; Mary-Elizabeth Patti

OBJECTIVE To characterize the hormonal milieu and adipose gene expression in response to catch-up growth (CUG), a growth pattern associated with obesity and diabetes risk, in a mouse model of low birth weight (LBW). RESEARCH DESIGN AND METHODS ICR mice were food restricted by 50% from gestational days 12.5–18.5, reducing offspring birth weight by 25%. During the suckling period, dams were either fed ad libitum, permitting CUG in offspring, or food restricted, preventing CUG. Offspring were killed at age 3 weeks, and gonadal fat was removed for RNA extraction, array analysis, RT-PCR, and evaluation of cell size and number. Serum insulin, thyroxine (T4), corticosterone, and adipokines were measured. RESULTS At age 3 weeks, LBW mice with CUG (designated U-C) had body weight comparable with controls (designated C-C); weight was reduced by 49% in LBW mice without CUG (designated U-U). Adiposity was altered by postnatal nutrition, with gonadal fat increased by 50% in U-C and decreased by 58% in U-U mice (P < 0.05 vs. C-C mice). Adipose expression of the lipogenic genes Fasn, AccI, Lpin1, and Srebf1 was significantly increased in U-C compared with both C-C and U-U mice (P < 0.05). Mitochondrial DNA copy number was reduced by >50% in U-C versus U-U mice (P = 0.014). Although cell numbers did not differ, mean adipocyte diameter was increased in U-C and reduced in U-U mice (P < 0.01). CONCLUSIONS CUG results in increased adipose tissue lipogenic gene expression and adipocyte diameter but not increased cellularity, suggesting that catch-up fat is primarily associated with lipogenesis rather than adipogenesis in this murine model.


Stem Cells and Development | 2011

Early life nutrition modulates muscle stem cell number: implications for muscle mass and repair.

Melissa Woo; Elvira Isganaitis; Massimiliano Cerletti; Connor Fitzpatrick; Amy J. Wagers; Jose Jimenez-Chillaron; Mary-Elizabeth Patti

Suboptimal nutrition during prenatal and early postnatal development is associated with increased risk for type 2 diabetes during adult life. A hallmark of such diabetes risk is altered body composition, including reduced lean mass and increased adiposity. Since stem cell number and activity are important determinants of muscle mass, modulation of perinatal nutrition could alter stem cell number/function, potentially mediating developmentally programmed reductions in muscle mass. Skeletal muscle precursors (SMP) were purified from muscle of mice subjected to prenatal undernutrition and/or early postnatal high-fat diet (HFD)--experimental models that are both associated with obesity and diabetes risk. SMP number was determined by flow cytometry, proliferative capacity measured in vitro, and regenerative capacity of these cells determined in vivo after muscle freeze injury. Prenatally undernutrition (UN) mice showed significantly reduced SMP frequencies [Control (C) 4.8% ± 0.3% (% live cells) vs. UN 3.2% ± 0.4%, P=0.015] at 6 weeks; proliferative capacity was unaltered. Reduced SMP in UN was associated with 32% decrease in regeneration after injury (C 16% ± 3% of injured area vs. UN 11% ± 2%; P<0.0001). SMP frequency was also reduced in HFD-fed mice (chow 6.4% ± 0.6% vs. HFD 4.7% ± 0.4%, P=0.03), and associated with 44% decreased regeneration (chow 16% ± 2.7% vs. HFD 9% ± 2.2%; P<0.0001). Prenatal undernutrition was additive with postnatal HFD. Thus, both prenatal undernutrition and postnatal overnutrition reduce myogenic stem cell frequency and function, indicating that developmentally established differences in muscle-resident stem cell populations may provoke reductions in muscle mass and repair and contribute to diabetes risk.


Diabetes | 2014

Developmental Programming by Maternal Insulin Resistance: Hyperinsulinemia, Glucose Intolerance, and Dysregulated Lipid Metabolism in Male Offspring of Insulin-Resistant Mice

Elvira Isganaitis; Melissa Woo; Huijuan Ma; Michael Chen; Wen Kong; Aristides Lytras; Vicencia Sales; Jennifer DeCoste-Lopez; Kyung-Ju Lee; Cianna Leatherwood; Deborah Lee; Connor Fitzpatrick; Walter Gall; Steven Watkins; Mary-Elizabeth Patti

Maternal obesity and gestational diabetes mellitus (GDM) are associated with obesity and diabetes risk in offspring. We tested whether maternal insulin resistance, which frequently coexists with GDM and obesity, could independently contribute to dysregulation of offspring metabolism. Female mice haploinsufficient for insulin receptor substrate-1 (IRS1-het) are hyperinsulinemic and insulin resistant during pregnancy, despite normal plasma glucose and body weight, and thus serve as a model of isolated maternal insulin resistance. Wild-type (WT) offspring of IRS1-het dams insulin resistance-exposed [IR-exposed] were compared with WT offspring of WT dams. Despite no differences in adiposity, male IR-exposed pups were glucose intolerant (P = 0.04) and hyperinsulinemic (1.3-fold increase, P = 0.02) by 1 month of age and developed progressive fasting hyperglycemia. Moreover, male IR-exposed pups challenged with high-fat diet exhibited insulin resistance. Liver lipidomic analysis of 3-week-old IR-exposed males revealed increases in the 16:1n7 fraction of several lipid classes, suggesting increased Scd1 activity. By 6 months of age, IR-exposed males had increased lipid accumulation in liver as well as increased plasma refed fatty acids, consistent with disrupted lipid metabolism. Our results indicate that isolated maternal insulin resistance, even in the absence of hyperglycemia or obesity, can promote metabolic perturbations in male offspring.


Obesity | 2014

Metabolomic profiles and childhood obesity

Wei Perng; Matthew W. Gillman; Abby F. Fleisch; Ryan D. Michalek; Steven Watkins; Elvira Isganaitis; Mary-Elizabeth Patti; Emily Oken

To identify metabolite patterns associated with childhood obesity, to examine relations of these patterns with measures of adiposity and cardiometabolic risk, and to evaluate associations with maternal peripartum characteristics.


Molecular metabolism | 2016

Defects in muscle branched-chain amino acid oxidation contribute to impaired lipid metabolism

Carles Lerin; Allison B. Goldfine; Tanner Boes; Manway Liu; Simon Kasif; Jonathan M. Dreyfuss; Ana Luisa De Sousa-Coelho; Grace Daher; Irini Manoli; Justin R. Sysol; Elvira Isganaitis; Niels Jessen; Laurie J. Goodyear; Kirk Beebe; Walt Gall; Charles P. Venditti; Mary-Elizabeth Patti

Objective Plasma levels of branched-chain amino acids (BCAA) are consistently elevated in obesity and type 2 diabetes (T2D) and can also prospectively predict T2D. However, the role of BCAA in the pathogenesis of insulin resistance and T2D remains unclear. Methods To identify pathways related to insulin resistance, we performed comprehensive gene expression and metabolomics analyses in skeletal muscle from 41 humans with normal glucose tolerance and 11 with T2D across a range of insulin sensitivity (SI, 0.49 to 14.28). We studied both cultured cells and mice heterozygous for the BCAA enzyme methylmalonyl-CoA mutase (Mut) and assessed the effects of altered BCAA flux on lipid and glucose homeostasis. Results Our data demonstrate perturbed BCAA metabolism and fatty acid oxidation in muscle from insulin resistant humans. Experimental alterations in BCAA flux in cultured cells similarly modulate fatty acid oxidation. Mut heterozygosity in mice alters muscle lipid metabolism in vivo, resulting in increased muscle triglyceride accumulation, increased plasma glucose, hyperinsulinemia, and increased body weight after high-fat feeding. Conclusions Our data indicate that impaired muscle BCAA catabolism may contribute to the development of insulin resistance by perturbing both amino acid and fatty acid metabolism and suggest that targeting BCAA metabolism may hold promise for prevention or treatment of T2D.


International Journal of Obesity | 2015

Associations of cord blood metabolites with early childhood obesity risk

Elvira Isganaitis; Sheryl L. Rifas-Shiman; Emily Oken; Jonathan M. Dreyfuss; Walt Gall; Matthew W. Gillman; Mary-Elizabeth Patti

Background/Objective:Rapid postnatal weight gain is a potentially modifiable risk factor for obesity and metabolic syndrome. To identify markers of rapid infancy weight gain and childhood obesity, we analyzed the metabolome in cord blood from infants differing in their postnatal weight trajectories.Methods:We performed a nested case–control study within Project Viva, a longitudinal cohort of mothers and children. We selected cases (n=26) based on top quartile of change in weight-for-age 0–6 months and body mass index (BMI) >85th percentile in mid-childhood (median 7.7 years). Controls (n=26) were age and sex matched, had normal postnatal weight gain (2nd or 3rd quartile of change in weight-for-age 0–6 months) and normal mid-childhood weight (BMI 25th–75th percentile). Cord blood metabolites were measured using untargeted liquid chromatography–mass spectrometry; individual metabolites and pathways differing between cases and controls were compared in categorical analyses. We adjusted metabolites for maternal age, maternal BMI and breastfeeding duration (linear regression), and assessed whether metabolites improved the ability to predict case–control status (logistic regression).Results:Of 415 detected metabolites, 16 were altered in cases versus controls (t-test, nominal P<0.05). Three metabolites were related to tryptophan: serotonin, tryptophan betaine and tryptophyl leucine (46%, 48% and 26% lower in cases, respectively, P<0.05). Mean levels of two methyl donors, dimethylglycine and N-acetylmethionine, were also lower in cases (18% and 16%, respectively, P=0.01). Moreover, the glutamine:glutamate ratio was reduced by 33% (P<0.05) in cases. Levels of serotonin, tryptophyl leucine and N-acetylmethionine remained significantly different after adjustment for maternal BMI, age and breastfeeding. Adding metabolite levels to logistic regression models including only clinical covariates improved the ability to predict case versus control status.Conclusions:Several cord blood metabolites are associated with rapid postnatal weight gain. Whether these patterns are causally linked to childhood obesity is not clear from this cross-sectional analysis, but will require further study.

Collaboration


Dive into the Elvira Isganaitis's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Melissa Woo

Joslin Diabetes Center

View shared research outputs
Top Co-Authors

Avatar

Hui Shi

University of Cambridge

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge