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RNA-Sequencing of Drosophila melanogaster Head Tissue on High Sugar and High Fat Diets

ABSTRACT: Obesity has been shown to increase risk for cardiovascular disease and type-2 diabetes. In addition, it has been implicated in aggravation of neurological conditions such as Alzheimer’s. In the model organism Drosophila melanogaster, a physiological state mimicking diet-induced obesity can be induced by subjecting fruit flies to a solid medium disproportionately higher in sugar than protein (HSD) or that has been supplemented with a rich source of saturated fat (HFD). These flies can exhibit increased circulating glucose levels, increased triglyceride content, insulin-like peptide resistance, and behavior indicative of neurological decline, such as decreased climbing ability. We subjected Oregon-R-C flies to variants of the HSD, HFD, or normal (control) diet (ND), followed by a total RNA extraction from fly heads of each diet group for the purpose of Poly-A selected RNA-Sequencing. We targeted at least 50 million paired-end, stranded reads of 75 basepairs in size, and analyzed 4 biological replicates per dietary condition. Our objective was to identify the effects of obesogenic diets on transcriptome patterns, how they differed between obesogenic diets, and identify genes that may relate to pathogenesis accompanying an obesity-like state. Functional annotation and enrichment analysis among genes whose expression was significantly affected by the obesogenic diets indicated an overrepresentation of genes associated with immunity, metabolism, and hemocyanin in the HFD group, and CHK, cell cycle activity, and DNA binding and transcription in the HSD group. Heat map representation of genes affected by both diets illustrated a large fraction of differentially expressed genes between the two diet groups. Diets high in sugar and diets high in fat both have notableeffects on the Drosophila transcriptome in head tissue. The impacted genes, and how they may relate to pathogenesis in the Drosophila obesity-like state, warrant further experimental investigation. Our results also indicate differences in the effects of the HFD and HSD on expression profiles in head tissue of Oregon-R-C flies, despite the reportedly similar phenotypic impacts of the diets.

ORGANISM(S): Drosophila melanogaster

PROVIDER: GSE104336 | GEO | 2017/09/28

SECONDARY ACCESSION(S): PRJNA412381

REPOSITORIES: GEO

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Project description:This dataset contains proteomic data from mice with high or low weight gain in response to a high fat diet. Both host and microbial proteins are present. In the supplemental, there are also tables and supplementary files that can be used for replicating the bioinformatic analysis. Abstract: Consumption of refined high-fat, low-fiber diets promotes development of obesity and its associated consequences. While genetics play an important role in dictating susceptibility to such obesogenic diets, mice with nearly uniform genetics exhibit marked heterogeneity in their extent of obesity in response to such diets. This suggests non-genetic determinants play a role in diet-induced obesity. Hence, we sought to identify parameters that predict, and/or correlate with, development of obesity in response to an obesogenic diet. We assayed behavior, metabolic parameters, inflammatory markers/cytokines, microbiota composition, and the fecal metaproteome, in a cohort of mice (n=50) prior to, and the 8 weeks following, administration of an obesogenic high-fat low-fiber diet. Neither behavioral testing nor quantitation of inflammatory markers broadly predicted severity of diet-induced obesity. Although, the small subset of mice that exhibited basal elevations in serum IL-6 (n=5) were among the more obese mice in the cohort. While fecal microbiota composition changed markedly in response to the obesogenic diet, it lacked the ability to predict which mice were relative prone or resistant to obesity. In contrast, fecal metaproteome analysis revealed functional and taxonomic differences among the proteins associated with proneness to obesity. Targeted interrogation of microbiota composition data successfully validated the taxonomic differences seen in the metaproteome. While future work will be needed to determine the breadth of applicability of these associations to other cohorts of animals and humans, this study nonetheless highlights the potential power of gut microbial proteins to predict and perhaps impact development of obesity.

Project description:Obesity and diabetes associated visual impairment and vascular dysfunctions are increasing reasons for vision loss. The detailed mechanisms in these diseases are still largely unknown, but mice models have been useful to study these mechanisms and explore the detailed effects of potential compounds. Such compounds usually have antioxidant and anti-inflammatory properties. These properties are found in anthocyanins and a major source of dietary anthocyanins in Nordic diet is bilberries (European wild blueberries, Vaccinium myrtillus). In this explorative study we show results with differentially expressed genes in retina using a high-fat diet (HFD) mouse model. Our findings displayed differential regulation of genes in pathways for apoptosis, inflammation and oxidative stress, especially systemic lupus erythematosus (SLE), mitogen activated protein kinase (MAPK) and glutathione metabolism. Mice fed with HFD had increased retinal gene expression of several crystallins, which was reduced in the retina of mice fed with bilberries. Bilberries seem to reduce the expression of genes in MAPK and to increase the expression of genes in glutathione metabolism pathway. All together despite minor effects in the mouse phenotype, a diet rich in bilberries may prevent the retinal gene expression changes in the early stages of obesity. Mice were fed ad libitum with normal control diet (NCD, 10% kcal fat), high-fat diet (HFD, 45% kcal fat), 5% (w/w) freeze-dried biberries (Vaccinium myrtillus) in NCD (NCD+BB) or HFD (HFD+BB) for 12 weeks. Diets were prepared in Research Diets Inc. Feed consumption and weight gain were measured during the feeding trial, and blood pressure and serum markers of obesity at the end. Retinas were collected and RNA extracted from all 24 mice samples, and pooled retinas from 4 mice per group were hybridized with standard Illumina protocols. The expression in retinas was analyzed using R, Pathvisio and DAVID to screen for differences between high-fat and berry induced changes to control diets and further bilberry induced changes to HFD up- or downregulated transcripts. diet: NCD, HFD, NCD+BB, HFD+BB

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RNA-Sequencing of Drosophila melanogaster Head Tissue on High Sugar and High Fat Diets

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