Combined transcriptomic and metabolomic approach uncovers molecular mechanisms of cold tolerance in a temperate flesh fly.

The ability to respond rapidly to changes in temperature is critical for insects and other ectotherms living in variable environments. In a physiological process termed rapid cold-hardening (RCH), exposure to nonlethal low temperature allows many insects to significantly increase their cold tolerance in a matter of minutes to hours. Additionally, there are rapid changes in gene expression and cell physiology during recovery from cold injury, and we hypothesize that RCH may modulate some of these processes during recovery. In this study, we used a combination of transcriptomics and metabolomics to examine the molecular mechanisms of RCH and cold shock recovery in the flesh fly, Sarcophaga bullata. Surprisingly, out of ∼15,000 expressed sequence tags (ESTs) measured, no transcripts were upregulated during RCH, and likewise RCH had a minimal effect on the transcript signature during recovery from cold shock. However, during recovery from cold shock, we observed differential expression of ∼1,400 ESTs, including a number of heat shock proteins, cytoskeletal components, and genes from several cell signaling pathways. In the metabolome, RCH had a slight yet significant effect on several metabolic pathways, while cold shock resulted in dramatic increases in gluconeogenesis, amino acid synthesis, and cryoprotective polyol synthesis. Several biochemical pathways showed congruence at both the transcript and metabolite levels, indicating that coordinated changes in gene expression and metabolism contribute to recovery from cold shock. Thus, while RCH had very minor effects on gene expression, recovery from cold shock elicits sweeping changes in gene expression and metabolism along numerous cell signaling and biochemical pathways.

[1]  D. Renault,et al.  Exploring the plastic response to cold acclimation through metabolomics , 2012 .

[2]  M. Clark,et al.  Divergent transcriptomic responses to repeated and single cold exposures in Drosophila melanogaster , 2011, Journal of Experimental Biology.

[3]  J. Feder,et al.  Developmental trajectories of gene expression reveal candidates for diapause termination: a key life-history transition in the apple maggot fly Rhagoletis pomonella , 2011, Journal of Experimental Biology.

[4]  V. Košťál,et al.  Long-Term Cold Acclimation Extends Survival Time at 0°C and Modifies the Metabolomic Profiles of the Larvae of the Fruit Fly Drosophila melanogaster , 2011, PloS one.

[5]  V. Košťál,et al.  Hyperprolinemic larvae of the drosophilid fly, Chymomyza costata, survive cryopreservation in liquid nitrogen , 2011, Proceedings of the National Academy of Sciences.

[6]  D. Renault,et al.  Metabolic rate and oxidative stress in insects exposed to low temperature thermal fluctuations. , 2011, Comparative biochemistry and physiology. Part A, Molecular & integrative physiology.

[7]  A. Hoffmann,et al.  Knocking down expression of Hsp22 and Hsp23 by RNA interference affects recovery from chill coma in Drosophila melanogaster , 2010, Journal of Experimental Biology.

[8]  D. Denlinger,et al.  Mechanisms of suspended animation are revealed by transcript profiling of diapause in the flesh fly , 2010, Proceedings of the National Academy of Sciences.

[9]  S. Davies,et al.  Cell-specific inositol 1,4,5 trisphosphate 3-kinase mediates epithelial cell apoptosis in response to oxidative stress in Drosophila. , 2010, Cellular signalling.

[10]  A. Hoffmann Physiological climatic limits in Drosophila: patterns and implications , 2010, Journal of Experimental Biology.

[11]  J. Bale,et al.  Insect overwintering in a changing climate , 2010, Journal of Experimental Biology.

[12]  Richard E. Lee Low Temperature Biology of Insects: A primer on insect cold-tolerance , 2010 .

[13]  R. Lee,et al.  Rapid cold-hardening blocks cold-induced apoptosis by inhibiting the activation of pro-caspases in the flesh fly Sarcophaga crassipalpis , 2010, Apoptosis.

[14]  A. Hoffmann,et al.  Selection for cold resistance alters gene transcript levels in Drosophila melanogaster. , 2009, Journal of insect physiology.

[15]  D. Shoemaker,et al.  Gene discovery using massively parallel pyrosequencing to develop ESTs for the flesh fly Sarcophaga crassipalpis , 2009, BMC Genomics.

[16]  David S. Wishart,et al.  MetaboAnalyst: a web server for metabolomic data analysis and interpretation , 2009, Nucleic Acids Res..

[17]  B. Sinclair,et al.  Membrane remodeling and glucose in Drosophila melanogaster: a test of rapid cold-hardening and chilling tolerance hypotheses. , 2009, Journal of insect physiology.

[18]  V. Košťál,et al.  The 70 kDa Heat Shock Protein Assists during the Repair of Chilling Injury in the Insect, Pyrrhocoris apterus , 2009, PloS one.

[19]  Brad T. Sherman,et al.  Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists , 2008, Nucleic acids research.

[20]  S. Russell,et al.  Gene expression during Drosophila melanogaster egg development before and after reproductive diapause , 2009, BMC Genomics.

[21]  D. Denlinger,et al.  Rapid cold hardening elicits changes in brain protein profiles of the flesh fly, Sarcophaga crassipalpis , 2008, Insect molecular biology.

[22]  Kevin P. White,et al.  Mechanisms Underlying Hypoxia Tolerance in Drosophila melanogaster: hairy as a Metabolic Switch , 2008, PLoS genetics.

[23]  V. Hartenstein,et al.  The behaviour of Drosophila adult hindgut stem cells is controlled by Wnt and Hh signalling , 2008, Nature.

[24]  D. Denlinger,et al.  Rapid cold-hardening in larvae of the Antarctic midge Belgica antarctica: cellular cold-sensing and a role for calcium. , 2008, American journal of physiology. Regulatory, integrative and comparative physiology.

[25]  V. Loeschcke,et al.  Metabolomic profiling of rapid cold hardening and cold shock in Drosophila melanogaster. , 2007, Journal of insect physiology.

[26]  H. Colinet,et al.  Proteomic profiling of a parasitic wasp exposed to constant and fluctuating cold exposure. , 2007, Insect biochemistry and molecular biology.

[27]  D. Denlinger,et al.  p38 MAPK is a likely component of the signal transduction pathway triggering rapid cold hardening in the flesh fly Sarcophaga crassipalpis , 2007, Journal of Experimental Biology.

[28]  S. P. Roberts,et al.  Gene transcription during exposure to, and recovery from, cold and desiccation stress in Drosophila melanogaster , 2007, Insect molecular biology.

[29]  D. Denlinger,et al.  Shifts in the carbohydrate, polyol, and amino acid pools during rapid cold-hardening and diapause-associated cold-hardening in flesh flies (Sarcophaga crassipalpis): a metabolomic comparison , 2007, Journal of Comparative Physiology B.

[30]  R. Lee,et al.  Rapid cold-hardening protects Drosophila melanogaster from cold-induced apoptosis , 2007, Apoptosis.

[31]  D. Denlinger,et al.  Upregulation of two actin genes and redistribution of actin during diapause and cold stress in the northern house mosquito, Culex pipiens. , 2006, Journal of insect physiology.

[32]  R. Tibshirani,et al.  On testing the significance of sets of genes , 2006, math/0610667.

[33]  D. Denlinger,et al.  Oleic acid is elevated in cell membranes during rapid cold-hardening and pupal diapause in the flesh fly, Sarcophaga crassipalpis. , 2006, Journal of insect physiology.

[34]  C. Smales,et al.  Control and regulation of the cellular responses to cold shock: the responses in yeast and mammalian systems. , 2006, The Biochemical journal.

[35]  M. Zeidler,et al.  JAK/STAT signalling in Drosophila: insights into conserved regulatory and cellular functions , 2006, Development.

[36]  Eric A. Johnson,et al.  Identification and function of hypoxia-response genes in Drosophila melanogaster. , 2006, Physiological genomics.

[37]  D. Denlinger,et al.  Stress-induced accumulation of glycerol in the flesh fly, Sarcophaga bullata: evidence indicating anti-desiccant and cryoprotectant functions of this polyol and a role for the brain in coordinating the response. , 2006, Journal of insect physiology.

[38]  Mark R. Brown,et al.  Signaling and function of insulin-like peptides in insects. , 2006, Annual review of entomology.

[39]  S. J. Neal,et al.  Cold hardening and transcriptional change in Drosophila melanogaster , 2005, Insect molecular biology.

[40]  C. Thummel,et al.  The genomic response to 20-hydroxyecdysone at the onset of Drosophila metamorphosis , 2005, Genome Biology.

[41]  V. Loeschcke,et al.  Changes in membrane lipid composition following rapid cold hardening in Drosophila melanogaster. , 2005, Journal of insect physiology.

[42]  P. Yancey,et al.  Organic osmolytes as compatible, metabolic and counteracting cytoprotectants in high osmolarity and other stresses , 2005, Journal of Experimental Biology.

[43]  M. Feder,et al.  The biological limitations of transcriptomics in elucidating stress and stress responses , 2005, Journal of evolutionary biology.

[44]  Raymon M. Glantz,et al.  Impulse pattern generation in a crayfish abdominal postural motoneuron , 1981, Journal of comparative physiology.

[45]  Mogens Kruhøffer,et al.  Full genome gene expression analysis of the heat stress response in Drosophila melanogaster , 2005, Cell stress & chaperones.

[46]  Hervé Tricoire,et al.  BMC Genomics BioMed Central , 2004 .

[47]  Simon Tavaré,et al.  Similar gene expression patterns characterize aging and oxidative stress in Drosophila melanogaster. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[48]  V. Košťál,et al.  Adjustments of the enzymatic complement for polyol biosynthesis and accumulation in diapausing cold-acclimated adults of Pyrrhocoris apterus. , 2004, Journal of insect physiology.

[49]  Gordon K Smyth,et al.  Statistical Applications in Genetics and Molecular Biology Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments , 2011 .

[50]  K. Storey,et al.  Carbon balance and energetics of cyooprotectant synthesis in a freeze-tolerant insect: responses to perturbation by anoxia , 1990, Journal of Comparative Physiology B.

[51]  K. Storey,et al.  Intermediary metabolism during low temperature acclimation in the overwintering gall fly larva,Eurosta solidaginis , 1981, Journal of comparative physiology.

[52]  Toshio Kojima,et al.  Assessment of clusters of transcription factor binding sites in relationship to human promoter, CpG islands and gene expression , 2004, BMC Genomics.

[53]  A. Barthel,et al.  Novel concepts in insulin regulation of hepatic gluconeogenesis. , 2003, American journal of physiology. Endocrinology and metabolism.

[54]  P. Nick,et al.  Is microtubule disassembly a trigger for cold acclimation? , 2003, Plant & cell physiology.

[55]  V. Walker,et al.  Cold tolerance and proline metabolic gene expression in Drosophila melanogaster. , 2001, Journal of insect physiology.

[56]  M. Ashburner,et al.  Gene Ontology: tool for the unification of biology , 2000, Nature Genetics.

[57]  R. E. Lee,et al.  Induction of rapid cold hardening by cooling at ecologically relevant rates in Drosophila melanogaster. , 1999, Journal of insect physiology.

[58]  Michael F. Thomashow,et al.  PLANT COLD ACCLIMATION: Freezing Tolerance Genes and Regulatory Mechanisms. , 1999, Annual review of plant physiology and plant molecular biology.

[59]  M. Feder,et al.  Heat-shock proteins, molecular chaperones, and the stress response: evolutionary and ecological physiology. , 1999, Annual review of physiology.

[60]  Hiroyuki Ogata,et al.  KEGG: Kyoto Encyclopedia of Genes and Genomes , 1999, Nucleic Acids Res..

[61]  R. Hanson,et al.  Regulation of phosphoenolpyruvate carboxykinase (GTP) gene expression. , 1997, Annual review of biochemistry.

[62]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[63]  D. Denlinger,et al.  Seasonal variation in generation time, diapause and cold hardiness in a central Ohio population of the flesh fly, Sarcophaga bullata , 1991 .

[64]  D. Denlinger,et al.  Cold shock elicits expression of heat shock proteins in the flesh fly, Sarcophaga crassipalpis , 1990 .

[65]  K. Johnson,et al.  Polymerization of Antarctic fish tubulins at low temperatures: energetic aspects. , 1989, Biochemistry.

[66]  D. Denlinger,et al.  A Rapid Cold-Hardening Process in Insects , 1987, Science.

[67]  D. Denlinger,et al.  Cold‐hardiness: a component of the diapause syndrome in pupae of the flesh flies, Sarcophaga crassipalpis and S. bullata , 1984 .

[68]  D. Denlinger INDUCTION AND TERMINATION OF PUPAL DIAPAUSE IN SARCOPHAGA (DIPTERA: SARCOPHAGIDAE) , 1972 .