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van der Lugt B, Rusli F, Lute C, Lamprakis A, Salazar E, Boekschoten MV, Hooiveld GJ, Müller M, Vervoort J, Kersten S, Belzer C, Kok DEG, Steegenga WT. Integrative analysis of gut microbiota composition, host colonic gene expression and intraluminal metabolites in aging C57BL/6J mice. Aging (Albany NY) 2019; 10:930-950. [PMID: 29769431 PMCID: PMC5990381 DOI: 10.18632/aging.101439] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 04/26/2018] [Indexed: 12/24/2022]
Abstract
The aging process is associated with diminished colonic health. In this study, we applied an integrative approach to reveal potential interactions between determinants of colonic health in aging C57BL/6J mice. Analysis of gut microbiota composition revealed an enrichment of various potential pathobionts, including Desulfovibrio spp., and a decline of the health-promoting Akkermansia spp. and Lactobacillus spp. during aging. Intraluminal concentrations of various metabolites varied between ages and we found evidence for an increased gut permeability at higher age. Colonic gene expression analysis suggested that during the early phase of aging (between 6 and 12 months), expression of genes involved in epithelial-to-mesenchymal transition and (re)organization of the extracellular matrix were increased. Differential expression of these genes was strongly correlated with Bifidobacterium spp. During the later phase of aging (between 12 and 28 months), gene expression profiles pointed towards a diminished antimicrobial defense and were correlated with an uncultured Gastranaerophilales spp. This study demonstrates that aging is associated with pronounced changes in gut microbiota composition and colonic gene expression. Furthermore, the strong correlations between specific bacterial genera and host gene expression may imply that orchestrated interactions take place in the vicinity of the colonic wall and potentially mediate colonic health during aging.
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Affiliation(s)
- Benthe van der Lugt
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Fenni Rusli
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Carolien Lute
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Andreas Lamprakis
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Ethel Salazar
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Mark V Boekschoten
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Guido J Hooiveld
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Michael Müller
- Nutrigenomics and Systems Nutrition, Norwich Medical School, University of East Anglia, Norwich NR4 7UA, United Kingdom
| | - Jacques Vervoort
- Laboratory of Biochemistry, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Sander Kersten
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Clara Belzer
- Laboratory of Microbiology, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Dieuwertje E G Kok
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
| | - Wilma T Steegenga
- Division of Human Nutrition, Wageningen University and Research, 6708 WE, Wageningen, The Netherlands
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Rusli F, Boekschoten MV, Borelli V, Sun C, Lute C, Menke AL, van den Heuvel J, Salvioli S, Franceschi C, Müller M, Steegenga WT. Plasticity of lifelong calorie-restricted C57BL/6J mice in adapting to a medium-fat diet intervention at old age. Aging Cell 2018; 17. [PMID: 29266667 PMCID: PMC5847878 DOI: 10.1111/acel.12696] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2017] [Indexed: 12/22/2022] Open
Abstract
Calorie restriction (CR) is a dietary regimen that supports healthy aging. In this study, we investigated the systemic and liver‐specific responses caused by a diet switch to a medium‐fat (MF) diet in 24‐month‐old lifelong, CR‐exposed mice. This study aimed to increase the knowledge base on dietary alterations of gerontological relevance. Nine‐week‐old C57BL/6J mice were exposed either to a control, CR, or MF diet. At the age of 24 months, a subset of mice of the CR group was transferred to ad libitumMF feeding (CR‐MF). The mice were sacrificed at the age of 28 months, and then, biochemical and molecular analyses were performed. Our results showed that, despite the long‐term exposure to the CR regimen, mice in the CR‐MF group displayed hyperphagia, rapid weight gain, and hepatic steatosis. However, no hepatic fibrosis/injury or alteration in CR‐improved survival was observed in the diet switch group. The liver transcriptomic profile of CR‐MF mice largely shifted to a profile similar to the MF‐fed animals but leaving ~22% of the 1,578 differentially regulated genes between the CR and MF diet groups comparable with the expression of the lifelong CR group. Therefore, although the diet switch was performed at an old age, the CR‐MF‐exposed mice showed plasticity in coping with the challenge of a MF diet without developing severe liver pathologies.
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Affiliation(s)
- Fenni Rusli
- Division of Human Nutrition, Nutrition, Metabolism & Genomics Group; Wageningen University; Wageningen The Netherlands
| | - Mark V. Boekschoten
- Division of Human Nutrition, Nutrition, Metabolism & Genomics Group; Wageningen University; Wageningen The Netherlands
| | - Vincenzo Borelli
- Department of Experimental, Diagnostic and Specialty Medicine; University of Bologna; Bologna Italy
| | - Chen Sun
- Division of Human Nutrition, Nutrition, Metabolism & Genomics Group; Wageningen University; Wageningen The Netherlands
| | - Carolien Lute
- Division of Human Nutrition, Nutrition, Metabolism & Genomics Group; Wageningen University; Wageningen The Netherlands
| | | | - Joost van den Heuvel
- Institute for Cell and Molecular Biosciences; Newcastle University; Newcastle Upon Tyne UK
- Laboratory of Genetics; Wageningen University; Wageningen The Netherlands
| | - Stefano Salvioli
- Department of Experimental, Diagnostic and Specialty Medicine; University of Bologna; Bologna Italy
| | - Claudio Franceschi
- Department of Experimental, Diagnostic and Specialty Medicine; University of Bologna; Bologna Italy
| | - Michael Müller
- Norwich Medical School; University of East Anglia; Norwich UK
| | - Wilma T. Steegenga
- Division of Human Nutrition, Nutrition, Metabolism & Genomics Group; Wageningen University; Wageningen The Netherlands
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Kok DEG, Rusli F, van der Lugt B, Lute C, Laghi L, Salvioli S, Picone G, Franceschi C, Smidt H, Vervoort J, Kampman E, Müller M, Steegenga WT. Lifelong calorie restriction affects indicators of colonic health in aging C57Bl/6J mice. J Nutr Biochem 2018; 56:152-164. [PMID: 29571009 DOI: 10.1016/j.jnutbio.2018.01.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 12/03/2017] [Accepted: 01/05/2018] [Indexed: 12/21/2022]
Abstract
Diminished colonic health is associated with various age-related pathologies. Calorie restriction (CR) is an effective strategy to increase healthy lifespan, although underlying mechanisms are not fully elucidated. Here, we report the effects of lifelong CR on indicators of colonic health in aging C57Bl/6J mice. Compared to an ad libitum control and moderate-fat diet, 30% energy reduction was associated with attenuated immune- and inflammation-related gene expression in the colon. Furthermore, expression of genes involved in lipid metabolism was higher upon CR, which may point towards efficient regulation of energy metabolism. The relative abundance of bacteria considered beneficial to colonic health, such as Bifidobacterium and Lactobacillus, increased in the mice exposed to CR for 28 months as compared to the other diet groups. We found lower plasma levels of interleukin-6 and lower levels of various metabolites, among which are bile acids, in the colonic luminal content of CR-exposed mice as compared to the other diet groups. Switching from CR to an ad libitum moderate-fat diet at old age (24 months) revealed remarkable phenotypic plasticity in terms of gene expression, microbiota composition and metabolite levels, although expression of a subset of genes remained CR-associated. This study demonstrated in a comprehensive way that CR affects indicators of colonic health in aging mice. Our findings provide unique leads for further studies that need to address optimal and feasible strategies for prolonged energy deprivation, which may contribute to healthy aging.
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Affiliation(s)
- Dieuwertje E G Kok
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Fenni Rusli
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Benthe van der Lugt
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Carolien Lute
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Luca Laghi
- Centre of Foodomics, Department of Agro-Food Science and Technology, University of Bologna, 47521, Cesena, (FC), Italy.
| | - Stefano Salvioli
- Department of Experimental, Diagnostic and Speciality Medicine, University of Bologna, 40126, Bologna, Italy.
| | - Gianfranco Picone
- Centre of Foodomics, Department of Agro-Food Science and Technology, University of Bologna, 47521, Cesena, (FC), Italy.
| | - Claudio Franceschi
- Department of Experimental, Diagnostic and Speciality Medicine, University of Bologna, 40126, Bologna, Italy.
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Jacques Vervoort
- Laboratory of Biochemistry, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Ellen Kampman
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
| | - Michael Müller
- Nutrigenomics and Systems Nutrition Group, Norwich Medical School, University of East Anglia, NR4 7UQ, Norwich, UK.
| | - Wilma T Steegenga
- Division of Human Nutrition, Wageningen University & Research, 6708 WE, Wageningen, the Netherlands.
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Rusli F, Lute C, Boekschoten MV, van Dijk M, van Norren K, Menke AL, Müller M, Steegenga WT. Intermittent calorie restriction largely counteracts the adverse health effects of a moderate-fat diet in aging C57BL/6J mice. Mol Nutr Food Res 2017; 61:1600677. [PMID: 27995741 PMCID: PMC6120141 DOI: 10.1002/mnfr.201600677] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 12/02/2016] [Accepted: 12/08/2016] [Indexed: 12/27/2022]
Abstract
SCOPE Calorie restriction (CR) has been shown to extend life- and health-span in model species. For most humans, a life-long CR diet is too arduous to adhere to. The aim of this study was to explore whether weekly intermittent CR can (1) provide long-term beneficial effects and (2) counteract diet-induced obesity in male aging mice. METHODS AND RESULTS In this study, we have exposed C57Bl/6J mice for 24 months to an intermittent (INT) diet, alternating weekly between CR of a control diet and ad libitum moderate-fat (MF) feeding. This weekly intermittent CR significantly counteracted the adverse effects of the MF diet on mortality, body weight, and liver health markers in 24-month-old male mice. Hepatic gene expression profiles of INT-exposed animals appeared much more comparable to CR- than to MF-exposed mice. At 12 months of age, a subgroup of MF-exposed mice was transferred to the INT diet. Gene expression profiles in the liver of the 24-month-old diet switch mice were highly similar to the INT-exposed mice. However, a small subset of genes was consistently changed by the MF diet during the first phase of life. CONCLUSION Weekly intermittent CR largely, but not completely, reversed adverse effects caused by a MF diet.
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Affiliation(s)
- Fenni Rusli
- Nutrition, Metabolism and Genomics Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
| | - Carolien Lute
- Nutrition, Metabolism and Genomics Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
| | - Mark V. Boekschoten
- Nutrition, Metabolism and Genomics Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
| | - Miriam van Dijk
- Nutrition and Pharmacology Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
| | - Klaske van Norren
- Nutrition and Pharmacology Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
- Nutricia ResearchUtrechtThe Netherlands
| | | | - Michael Müller
- Nutrigenomics and Systems Nutrition Group, Norwich Medical SchoolUniversity of East AngliaNorwich NR4 7UQUK
| | - Wilma T. Steegenga
- Nutrition, Metabolism and Genomics Group, Division of Human NutritionWageningen UniversityWageningenThe Netherlands
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Rusli F, Deelen J, Andriyani E, Boekschoten MV, Lute C, van den Akker EB, Müller M, Beekman M, Steegenga WT. Fibroblast growth factor 21 reflects liver fat accumulation and dysregulation of signalling pathways in the liver of C57BL/6J mice. Sci Rep 2016; 6:30484. [PMID: 27470139 PMCID: PMC4965761 DOI: 10.1038/srep30484] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Accepted: 07/06/2016] [Indexed: 12/24/2022] Open
Abstract
Fibroblast growth factor 21 (Fgf21) has emerged as a potential plasma marker to diagnose non-alcoholic fatty liver disease (NAFLD). To study the molecular processes underlying the association of plasma Fgf21 with NAFLD, we explored the liver transcriptome data of a mild NAFLD model of aging C57BL/6J mice at 12, 24, and 28 months of age. The plasma Fgf21 level significantly correlated with intrahepatic triglyceride content. At the molecular level, elevated plasma Fgf21 levels were associated with dysregulated metabolic and cancer-related pathways. The up-regulated Fgf21 levels in NAFLD were implied to be a protective response against the NAFLD-induced adverse effects, e.g. lipotoxicity, oxidative stress and endoplasmic reticulum stress. An in vivo PPARα challenge demonstrated the dysregulation of PPARα signalling in the presence of NAFLD, which resulted in a stochastically increasing hepatic expression of Fgf21. Notably, elevated plasma Fgf21 was associated with declining expression of Klb, Fgf21’s crucial co-receptor, which suggests a resistance to Fgf21. Therefore, although liver fat accumulation is a benign stage of NAFLD, the elevated plasma Fgf21 likely indicated vulnerability to metabolic stressors that may contribute towards progression to end-stage NAFLD. In conclusion, plasma levels of Fgf21 reflect liver fat accumulation and dysregulation of metabolic pathways in the liver.
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Affiliation(s)
- Fenni Rusli
- Nutrition, Metabolism &Genomics Group, Division of Human Nutrition, Wageningen University, 6700 EV Wageningen, The Netherlands
| | - Joris Deelen
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Evi Andriyani
- Nutrition, Metabolism &Genomics Group, Division of Human Nutrition, Wageningen University, 6700 EV Wageningen, The Netherlands
| | - Mark V Boekschoten
- Nutrition, Metabolism &Genomics Group, Division of Human Nutrition, Wageningen University, 6700 EV Wageningen, The Netherlands
| | - Carolien Lute
- Nutrition, Metabolism &Genomics Group, Division of Human Nutrition, Wageningen University, 6700 EV Wageningen, The Netherlands
| | - Erik B van den Akker
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.,The Delft Bioinformatics Lab, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands
| | - Michael Müller
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Marian Beekman
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Wilma T Steegenga
- Nutrition, Metabolism &Genomics Group, Division of Human Nutrition, Wageningen University, 6700 EV Wageningen, The Netherlands
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van Norren K, Rusli F, van Dijk M, Lute C, Nagel J, Dijk FJ, Dwarkasing J, Boekschoten MV, Luiking Y, Witkamp RF, Müller M, Steegenga WT. Behavioural changes are a major contributing factor in the reduction of sarcopenia in caloric-restricted ageing mice. J Cachexia Sarcopenia Muscle 2015; 6:253-68. [PMID: 26401472 PMCID: PMC4575557 DOI: 10.1002/jcsm.12024] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 11/21/2014] [Accepted: 01/05/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In rodent models, caloric restriction (CR) with maintenance of adequate micronutrient supply has been reported to increase lifespan and to reduce age-induced muscle loss (sarcopenia) during ageing. In the present study, we further investigated effects of CR on the onset and severity of sarcopenia in ageing male C57BL/6 J mice. The aim of this study was to investigate whether CR induces changes in behaviour of the animals that could contribute to the pronounced health-promoting effects of CR in rodents. In addition, we aimed to investigate in more detail the effects of CR on the onset and severity of sarcopenia. METHODS The mice received either an ad libitum diet (control) or a diet matching 70 E% of the control diet (C). Daily activity, body composition (dual energy X-ray absorptiometry), grip strength, insulin sensitivity, and general agility and balance were determined at different ages. Mice were killed at 4, 12, 24, and 28 months. Skeletal muscles of the hind limb were dissected, and the muscle extensor digitorum longus muscle was used for force-frequency measurements. The musculus tibialis was used for real-time quantitative PCR analysis. RESULTS From the age of 12 months, CR animals were nearly half the weight of the control animals, which was mainly related to a lower fat mass. In the control group, the hind limb muscles showed a decline in mass at 24 or 28 months of age, which was not present in the CR group. Moreover, insulin sensitivity (oral glucose tolerance test) was higher in this group and the in vivo and ex vivo grip strength did not differ between the two groups. In the hours before food was provided, CR animals were far more active than control animals, while total daily activity was not increased. Moreover, agility test indicated that CR animals were better climbers and showed more climbing behaviours. CONCLUSIONS Our study confirms earlier findings that in CR animals less sarcopenia is present. The mice on the CR diet, however, showed specific behavioural changes characterized by higher bursts of activity within a short time frame before consumption of a 70 E% daily meal. We hypothesize that the positive effects of CR on muscle maintenance in rodents are not merely a direct consequence of a lower energy intake but also related to a more active behaviour in a specific time frame. The burst of activity just before immediate start of eating, might lead to a highly effective use of the restricted protein sources available.
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Affiliation(s)
- Klaske van Norren
- Nutrition and Pharmacology Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands ; Nutricia Research Utrecht, The Netherlands
| | - Fenni Rusli
- Nutrition, Metabolism and Genomics Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | | | - Carolien Lute
- Nutrition, Metabolism and Genomics Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | | | | | - Jvalini Dwarkasing
- Nutrition and Pharmacology Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | - Mark V Boekschoten
- Nutrition, Metabolism and Genomics Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | | | - Renger F Witkamp
- Nutrition and Pharmacology Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | - Michael Müller
- Nutrition, Metabolism and Genomics Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
| | - Wilma T Steegenga
- Nutrition, Metabolism and Genomics Group, Division of Human Nutrition, Wageningen University Wageningen, The Netherlands
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Rusli F, Boekschoten MV, Zubia AA, Lute C, Müller M, Steegenga WT. A weekly alternating diet between caloric restriction and medium fat protects the liver from fatty liver development in middle-aged C57BL/6J mice. Mol Nutr Food Res 2015; 59:533-43. [PMID: 25504628 PMCID: PMC4681412 DOI: 10.1002/mnfr.201400621] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Revised: 11/16/2014] [Accepted: 12/02/2014] [Indexed: 12/22/2022]
Abstract
Scope We investigated whether a novel dietary intervention consisting of an every-other-week calorie-restricted diet could prevent nonalcoholic fatty liver disease (NAFLD) development induced by a medium-fat (MF) diet. Methods and results Nine-week-old male C57BL/6J mice received either a (i) control (C), (ii) 30E% calorie restricted (CR), (iii) MF (25E% fat), or (iv) intermittent (INT) diet, a diet alternating weekly between 40E% CR and an ad libitum MF diet until sacrifice at the age of 12 months. The metabolic, morphological, and molecular features of NAFLD were examined. The INT diet resulted in healthy metabolic and morphological features as displayed by the continuous CR diet: glucose tolerant, low hepatic triglyceride content, low plasma alanine aminotransferase. In contrast, the C- and MF-exposed mice with high body weight developed signs of NAFLD. However, the gene expression profiles of INT-exposed mice differed to those of CR-exposed mice and showed to be more similar with those of C- and MF-exposed mice with a comparable body weight. Conclusions Our study reveals that the INT diet maintains metabolic health and reverses the adverse effects of the MF diet, thus effectively prevents the development of NAFLD in 12-month-old male C57BL/6J mice.
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Affiliation(s)
- Fenni Rusli
- Nutrition, Metabolism & Genomics Group, Division of Human Nutrition, Wageningen University, Wageningen, The Netherlands
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