Gene expression profiling of the short-term adaptive response to acute caloric restriction in liver and adipose tissues of pigs differing in feed efficiency.

Residual feed intake (RFI) is a measure of feed efficiency, in which low RFI denotes improved feed efficiency. Caloric restriction (CR) is associated with feed efficiency in livestock species and to human health benefits, such as longevity and cancer prevention. We have developed pig lines that differ in RFI, and we are interested in identifying the genes and pathways that underlie feed efficiency. Prepubertal Yorkshire gilts with low RFI (n = 10) or high RFI (n = 10) were fed ad libitum or fed at restricted intake of 80% of maintenance energy requirements for 8 days. We measured serum metabolites and hormones and generated transcriptional profiles of liver and subcutaneous adipose tissue on these animals. Overall, 6,114 genes in fat and 305 genes in liver were differentially expressed (DE) in response to CR, and 311 genes in fat and 147 genes in liver were DE due to RFI differences. Pathway analyses of CR-induced DE genes indicated a dramatic switch to a conservation mode of energy usage by down-regulating lipogenesis and steroidogenesis in both liver and fat. Interestingly, CR altered expression of genes in immune and cell cycle/apoptotic pathways in fat, which may explain part of the CR-driven lifespan enhancement. In silico analysis of transcription factors revealed ESR1 as a putative regulator of the adaptive response to CR, as several targets of ESR1 in our DE fat genes were annotated as cell cycle/apoptosis genes. The lipid metabolic pathway was overrepresented by down-regulated genes due to both CR and low RFI. We propose a common energy conservation mechanism, which may be controlled by PPARA, PPARG, and/or CREB in both CR and feed-efficient pigs.

[1]  Vasant Honavar,et al.  ANEXdb: an integrated animal ANnotation and microarray EXpression database , 2009, Mammalian Genome.

[2]  M. A. Hoque,et al.  Genetic associations of residual feed intake with serum insulin-like growth factor-I and leptin concentrations, meat quality, and carcass cross sectional fat area ratios in Duroc pigs. , 2009, Journal of animal science.

[3]  Dan Nettleton,et al.  Microarray gene expression profiles of fasting induced changes in liver and adipose tissues of pigs expressing the melanocortin-4 receptor D298N variant. , 2009, Physiological genomics.

[4]  M. Bulyk,et al.  Short-Term Calorie Restriction in Male Mice Feminizes Gene Expression and Alters Key Regulators of Conserved Aging Regulatory Pathways , 2009, PloS one.

[5]  W. Bottje,et al.  Association of mitochondrial function and feed efficiency in poultry and livestock species. , 2009, Journal of animal science.

[6]  Stefano Caserta,et al.  T‐cell receptor proximal signaling via the Src‐family kinases, Lck and Fyn, influences T‐cell activation, differentiation, and tolerance , 2009, Immunological reviews.

[7]  M. Malavolta,et al.  Possible New Antiaging Strategies Related to Neuroendocrine-Immune Interactions , 2008, Neuroimmunomodulation.

[8]  Philippe Froguel,et al.  Estrogen receptor alpha gene variants associate with type 2 diabetes and fasting plasma glucose , 2008, Pharmacogenetics and genomics.

[9]  K. Maiese,et al.  Life Span Extension and Neuronal Cell Protection by Drosophila Nicotinamidase* , 2008, Journal of Biological Chemistry.

[10]  S. Moore,et al.  Identification of polymorphisms influencing feed intake and efficiency in beef cattle. , 2008, Animal genetics.

[11]  M. Razzaque,et al.  Genetic Suppression of GH-IGF-1 Activity, Combined with Lifelong Caloric Restriction, Prevents Age-Related Renal Damage and Prolongs the Life Span in Rats , 2008, American Journal of Nephrology.

[12]  G. Fernandes Progress in nutritional immunology , 2008, Immunologic research.

[13]  J. Dekkers,et al.  Selection response and genetic parameters for residual feed intake in Yorkshire swine. , 2008, Journal of animal science.

[14]  D. Mari,et al.  Hemostasis factors and aging , 2008, Experimental Gerontology.

[15]  T. Olsson,et al.  Estrogens and glucocorticoid hormones in adipose tissue metabolism. , 2007, Current medicinal chemistry.

[16]  A. Ferrante,et al.  Obesity‐induced inflammation: a metabolic dialogue in the language of inflammation , 2007, Journal of internal medicine.

[17]  E. Grings,et al.  Effects of restricted feeding of beef heifers during the postweaning period on growth, efficiency, and ultrasound carcass characteristics. , 2007, Journal of animal science.

[18]  Weiqun Wang,et al.  Effects of Dietary Calorie Restriction or Exercise on the PI3K and Ras Signaling Pathways in the Skin of Mice* , 2007, Journal of Biological Chemistry.

[19]  S. Moore,et al.  Genetic and phenotypic relationships of serum leptin concentration with performance, efficiency of gain, and carcass merit of feedlot cattle. , 2007, Journal of animal science.

[20]  Carl D Langefeld,et al.  Association of the estrogen receptor-alpha gene with the metabolic syndrome and its component traits in African-American families: the Insulin Resistance Atherosclerosis Family Study. , 2007, Diabetes.

[21]  Yoji Shimizu,et al.  T‐cell receptor signaling to integrins , 2007, Immunological reviews.

[22]  A. Reverter,et al.  A Validated Whole-Genome Association Study of Efficient Food Conversion in Cattle , 2007, Genetics.

[23]  C. Tuggle,et al.  Advances in Swine Transcriptomics , 2007, International journal of biological sciences.

[24]  G. Hotamisligil,et al.  Inflammation and metabolic disorders , 2006, Nature.

[25]  Steven J. Lingard,et al.  Coordinated multitissue transcriptional and plasma metabonomic profiles following acute caloric restriction in mice. , 2006, Physiological genomics.

[26]  Gui-ping Lin,et al.  Estrogen receptor alpha gene polymorphism associated with type 2 diabetes mellitus and the serum lipid concentration in Chinese women in Guangzhou. , 2006, Chinese medical journal.

[27]  K. Dahlman-Wright,et al.  Long-term administration of estradiol decreases expression of hepatic lipogenic genes and improves insulin sensitivity in ob/ob mice: a possible mechanism is through direct regulation of signal transducer and activator of transcription 3. , 2006, Molecular endocrinology.

[28]  W. Wahli,et al.  Transcriptional regulation of metabolism. , 2006, Physiological reviews.

[29]  A. Bergman,et al.  Lipoprotein Genotype and Conserved Pathway for Exceptional Longevity in Humans , 2006, PLoS biology.

[30]  A. Bartke,et al.  Effects of caloric restriction and growth hormone resistance on the expression level of peroxisome proliferator-activated receptors superfamily in liver of normal and long-lived growth hormone receptor/binding protein knockout mice. , 2005, The journals of gerontology. Series A, Biological sciences and medical sciences.

[31]  Richard A. Miller,et al.  Signal transduction in the aging immune system. , 2005, Current opinion in immunology.

[32]  Crispin J. Miller,et al.  Simpleaffy: a BioConductor package for Affymetrix Quality Control and data analysis , 2005, Bioinform..

[33]  M. Wasik,et al.  STAT3- and DNA methyltransferase 1-mediated epigenetic silencing of SHP-1 tyrosine phosphatase tumor suppressor gene in malignant T lymphocytes. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[34]  J. Dubey,et al.  Localized Multigene Expression Patterns Support an Evolving Th1/Th2-Like Paradigm in Response to Infections with Toxoplasma gondii and Ascaris suum , 2005, Infection and Immunity.

[35]  M. Rothschild,et al.  Swine in Biomedical Research: Creating the Building Blocks of Animal Models , 2005, Animal biotechnology.

[36]  Lieping Chen,et al.  Cutting Edge: Cbl-b: One of the Key Molecules Tuning CD28- and CTLA-4-Mediated T Cell Costimulation1 , 2004, The Journal of Immunology.

[37]  Jean YH Yang,et al.  Bioconductor: open software development for computational biology and bioinformatics , 2004, Genome Biology.

[38]  Lin Li,et al.  Gene regulation by Sp1 and Sp3. , 2004, Biochemistry and cell biology = Biochimie et biologie cellulaire.

[39]  Myriam Gorospe,et al.  Calorie Restriction Promotes Mammalian Cell Survival by Inducing the SIRT1 Deacetylase , 2004, Science.

[40]  E. Richardson,et al.  Biological basis for variation in residual feed intake in beef cattle. 2. Synthesis of results following divergent selection , 2004 .

[41]  V. Oddy,et al.  Biological basis for variation in residual feed intake in beef cattle 1: Review of potential mechanisms , 2004 .

[42]  P. Kiberstis Mitochondria and Diabetes , 2004, Science.

[43]  Hyung Keun Kim,et al.  The effect of age and calorie restriction on HIF-1-responsive genes in aged liver , 2004, Biogerontology.

[44]  D. Berrigan,et al.  Calorie restriction, aging, and cancer prevention: mechanisms of action and applicability to humans. , 2003, Annual review of medicine.

[45]  Sergei Egorov,et al.  Pathway studio - the analysis and navigation of molecular networks , 2003, Bioinform..

[46]  Brad T. Sherman,et al.  DAVID: Database for Annotation, Visualization, and Integrated Discovery , 2003, Genome Biology.

[47]  John D. Storey,et al.  Statistical significance for genomewide studies , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[48]  Sungshin Y. Choi,et al.  Endothelial lipase is a major determinant of HDL level. , 2003, The Journal of clinical investigation.

[49]  Robert Tibshirani,et al.  Statistical Significance for Genome-Wide Experiments , 2003 .

[50]  Wei-Min Liu,et al.  Analysis of high density expression microarrays with signed-rank call algorithms , 2002, Bioinform..

[51]  S A Bustin,et al.  Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems. , 2002, Journal of molecular endocrinology.

[52]  K. Nair,et al.  Effects of caloric restriction on mitochondrial function and gene transcripts in rat muscle. , 2002, American journal of physiology. Endocrinology and metabolism.

[53]  Y. Suh Cell signaling in aging and apoptosis , 2002, Mechanisms of Ageing and Development.

[54]  S. Dudoit,et al.  Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. , 2002, Nucleic acids research.

[55]  Harri Vainio,et al.  Weight control and physical activity in cancer prevention , 2002, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[56]  F. Speleman,et al.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes , 2002, Genome Biology.

[57]  J. Archer,et al.  Genetic and phenotypic variance and covariance components for feed intake, feed efficiency, and other postweaning traits in Angus cattle. , 2001, Journal of animal science.

[58]  C. K. Lee,et al.  Microarray profiling of gene expression in aging and its alteration by caloric restriction in mice. , 2001, The Journal of nutrition.

[59]  J. Gabarrou,et al.  Glucose-insulin relationships and thyroid status of cockerels selected for high or low residual food consumption. , 2000, The British journal of nutrition.

[60]  K. S. Kim,et al.  A missense variant of the porcine melanocortin-4 receptor (MC4R) gene is associated with fatness, growth, and feed intake traits , 2000, Mammalian Genome.

[61]  B. Baudin Angiotensin I-Converting Enzyme Gene Polymorphism and Drug Response , 2000, Clinical chemistry and laboratory medicine.

[62]  D. Rader,et al.  A novel endothelial-derived lipase that modulates HDL metabolism , 1999, Nature Genetics.

[63]  P. Lenting,et al.  The life cycle of coagulation factor VIII in view of its structure and function. , 1998, Blood.

[64]  G. Hatch,et al.  Long-term regulation of leptin expression is correlated with adipocyte number in obese rats. , 1998, Clinical and investigative medicine. Medecine clinique et experimentale.

[65]  L. Chao,et al.  Human kallikrein gene delivery attenuates hypertension, cardiac hypertrophy, and renal injury in Dahl salt-sensitive rats. , 1998, Human gene therapy.

[66]  M. Picard,et al.  Diet-induced thermogenesis in cockerels is modulated by genetic selection for high or low residual feed intake. , 1997, The Journal of nutrition.

[67]  M. Kenward,et al.  Small sample inference for fixed effects from restricted maximum likelihood. , 1997, Biometrics.

[68]  W. Pavan,et al.  Murine model of Niemann-Pick C disease: mutation in a cholesterol homeostasis gene. , 1997, Science.

[69]  R. Miskin,et al.  Transgenic mice overexpressing urokinase-type plasminogen activator in the brain exhibit reduced food consumption, body weight and size, and increased longevity. , 1997, The journals of gerontology. Series A, Biological sciences and medical sciences.

[70]  M. J. Dauncey,et al.  Role of thyroid hormones in early postnatal development of skeletal muscle and its implications for undernutrition , 1996, British Journal of Nutrition.

[71]  Dennis R. Merkley,et al.  Dynamics of Oxidation of a Fe2+-Bearing Aluminosilicate (Basaltic) Melt , 1996, Science.

[72]  Richard A. Miller The Aging Immune System: Primer and Prospectus , 1996, Science.

[73]  B. Spiegelman,et al.  Regulation of PPAR gamma gene expression by nutrition and obesity in rodents. , 1996, The Journal of clinical investigation.

[74]  D. Plas,et al.  Direct Regulation of ZAP-70 by SHP-1 in T Cell Antigen Receptor Signaling , 1996, Science.

[75]  K. Gempel,et al.  Mitochondria and Diabetes: Genetic, Biochemical, and Clinical Implications of the Cellular Energy Circuit , 1996, Diabetes.

[76]  C. Esmon Thrombomodulin as a model of molecular mechanisms that modulate protease specificity and function at the vessel surface , 1995, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[77]  R. B. Chapin,et al.  Hepatic CCAAT/enhancer binding protein (C/EBP-α and C/EBP-β) expression changes with riboflavin deficiency, diet restriction and starvation in rats , 1994 .

[78]  Masoro Ej Aging and proliferative homeostasis: modulation by food restriction in rodents. , 1992 .

[79]  P Luiting,et al.  Residual feed consumption in laying hens. 2. Genetic variation and correlations. , 1991, Poultry science.

[80]  S. J. Miller,et al.  Influence of breed and diet on growth, nutrient digestibility, body composition and plasma hormones of Brangus and Angus steers. , 1989, Journal of animal science.

[81]  V. Nguyen Fibrinogen and risk of cardiovascular disease: Kannel WB, Wolf PA, Castelli WP, et al JAMA 258: 1183–1186 Sep 1987 , 1988 .

[82]  Robert Tjian,et al.  Isolation of cDNA encoding transcription factor Sp1 and functional analysis of the DNA binding domain , 1987, Cell.

[83]  R. D'Agostino,et al.  Fibrinogen and risk of cardiovascular disease. The Framingham Study. , 1987, JAMA.

[84]  J. A. Renden,et al.  Egg production efficiency in dwarf lines selected for high and low body weight as influenced by feed restriction. , 1987, Poultry science.

[85]  D. Albanes Caloric intake, body weight, and cancer: a review. , 1987, Nutrition and cancer.

[86]  E. R. Miller,et al.  The pig as a model for human nutrition. , 1987, Annual review of nutrition.

[87]  J. D. May,et al.  Thyroidal influence on body growth. , 1984, The Journal of experimental zoology.

[88]  A. L. Cartwright,et al.  Thyroid hormones and efficiency of energy utilization in mice selected for body weight. , 1980, The Journal of nutrition.

[89]  Board on Agriculture,et al.  Nutrient requirements of swine , 1964 .

[90]  Robert M. Koch,et al.  Efficiency of Feed Use in Beef Cattle , 1963 .

[91]  Stat Pairs,et al.  Statistical Algorithms Description Document Genechip ® Array Design Data Outputs Stat Pairs Used , 2022 .