Repressive Gene Regulation Synchronizes Development with Cellular Metabolism

Metabolic conditions affect the developmental tempo of animals. Developmental gene regulatory networks (GRNs) must therefore synchronize their dynamics with a variable timescale. We find that layered repression of genes couples GRN output with variable metabolism. When repressors of transcription or mRNA and protein stability are lost, fewer errors in Drosophila development occur when metabolism is lowered. We demonstrate the universality of this phenomenon by eliminating the entire microRNA family of repressors and find that development to maturity can be largely rescued when metabolism is reduced. Using a mathematical model that replicates GRN dynamics, we find that lowering metabolism suppresses the emergence of developmental errors by curtailing the influence of auxiliary repressors on GRN output. We experimentally show that gene expression dynamics are less affected by loss of repressors when metabolism is reduced. Thus, layered repression provides robustness through error suppression and may provide an evolutionary route to a shorter reproductive cycle.

[1]  R. Milo,et al.  Cell Biology by the Numbers , 2015 .

[2]  Alexander W. Shingleton,et al.  FOXO Regulates Organ-Specific Phenotypic Plasticity In Drosophila , 2011, PLoS genetics.

[3]  C. Neumann,et al.  Sternopleural is a regulatory mutation of wingless with both dominant and recessive effects on larval development of Drosophila melanogaster. , 1996, Genetics.

[4]  A. Ferrús Parameters of mitotic recombination in minute mutants of Drosophila melanogaster. , 1975, Genetics.

[5]  S. Benzer,et al.  The sevenless + protein is expressed apically in cell membranes of developing Drosophila retina; it is not restricted to cell R7 , 1987, Cell.

[6]  Juliane Junker,et al.  The Making Of A Fly The Genetics Of Animal Design , 2016 .

[7]  B. Hare,et al.  Metabolic acceleration and the evolution of human brain size and life history , 2016, Nature.

[8]  H. Bellen,et al.  Senseless and Daughterless confer neuronal identity to epithelial cells in the Drosophila wing margin , 2006, Development.

[9]  E. Hafen,et al.  Longer lifespan, altered metabolism, and stress resistance in Drosophila from ablation of cells making insulin-like ligands. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[10]  H. Bellen,et al.  Senseless, a Zn Finger Transcription Factor, Is Necessary and Sufficient for Sensory Organ Development in Drosophila , 2000, Cell.

[11]  J. Posakony,et al.  Negative regulation of proneural gene activity: hairy is a direct transcriptional repressor of achaete. , 1994, Genes & development.

[12]  C. Doe,et al.  Temporal fate specification and neural progenitor competence during development , 2013, Nature Reviews Neuroscience.

[13]  L. Pick,et al.  Deletion of Drosophila insulin-like peptides causes growth defects and metabolic abnormalities , 2009, Proceedings of the National Academy of Sciences.

[14]  E. Hafen,et al.  An evolutionarily conserved function of the Drosophila insulin receptor and insulin-like peptides in growth control , 2001, Current Biology.

[15]  E. Davidson,et al.  Gene Regulatory Networks and the Evolution of Animal Body Plans , 2006, Science.

[16]  A. Vielle,et al.  Complex heterochrony underlies the evolution of Caenorhabditis elegans hermaphrodite sex allocation , 2016, Evolution; international journal of organic evolution.

[17]  J. H. Sang,et al.  ENVIRONMENTAL MODIFICATION OF THE EYELESS PHENOTYPE IN DROSOPHILA MELANOGASTER. , 1963, Genetics.

[18]  Aggelos K Katsaggelos,et al.  1 Dynamics and Heterogeneity of a Fate Determinant During Transition Towards Cell Differentiation 1 2 3 4 , 2015 .

[19]  A. Malygin,et al.  Eukaryotic ribosomal protein S3: A constituent of translational machinery and an extraribosomal player in various cellular processes. , 2014, Biochimie.

[20]  J. Labbé,et al.  CLK‐1 controls respiration, behavior and aging in the nematode Caenorhabditis elegans , 1999, The EMBO journal.

[21]  C. Cepko Intrinsically different retinal progenitor cells produce specific types of progeny , 2014, Nature Reviews Neuroscience.

[22]  G. Child Phenogenetic Studies on Scute-1 of Drosophila Melanogaster. I. the Associations between the Bristles and the Effects of Genetic Modifiers and Temperature. , 1935, Genetics.

[23]  M. Tatar,et al.  Quantitative Trait Loci Affecting Phenotypic Plasticity and the Allometric Relationship of Ovariole Number and Thorax Length in Drosophila melanogaster , 2008, Genetics.

[24]  J. Krafka THE EFFECT OF TEMPERATURE UPON FACET NUMBER IN THE BAR-EYED MUTANT OF DROSOPHILA , 1920, The Journal of general physiology.

[25]  D. Shore,et al.  Growth control and ribosome biogenesis. , 2009, Current opinion in cell biology.

[26]  S. Hekimi,et al.  Mutations in the clk-1 gene of Caenorhabditis elegans affect developmental and behavioral timing. , 1995, Genetics.

[27]  James H. Brown,et al.  Toward a metabolic theory of ecology , 2004 .

[28]  C. Villee Phenogenetic Studies of the Homoeotic Mutants of Drosophila melanogaster , 1945, The American Naturalist.

[29]  J. Arendt,et al.  Adaptive Intrinsic Growth Rates: An Integration Across Taxa , 1997, The Quarterly Review of Biology.

[30]  James H. Brown,et al.  Effects of size and temperature on developmental time , 2002, Nature.

[31]  R. de Cabo,et al.  Calorie restriction induces mitochondrial biogenesis and bioenergetic efficiency. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[32]  A. Whitworth,et al.  Basal mitophagy is widespread in Drosophila but minimally affected by loss of Pink1 or parkin , 2018, bioRxiv.

[33]  C. Villee Phenogenetic studies of the homoeotic mutants of Drosophila melanogaster. I. The effects of temperature on the expression of aristapedia , 1943 .

[34]  James Briscoe,et al.  What does time mean in development? , 2018, Development.

[35]  Michael Ashburner,et al.  The ribosomal protein genes and Minute loci of Drosophila melanogaster , 2007, Genome Biology.

[36]  W. Muir,et al.  Skeletal problems associated with selection for increased production. , 2003 .

[37]  D. Stern,et al.  The Temporal Requirements for Insulin Signaling During Development in Drosophila , 2005, PLoS biology.

[38]  A. Brunet,et al.  FOXO transcription factors: key regulators of cellular quality control. , 2014, Trends in biochemical sciences.

[39]  Yan Li,et al.  MicroRNA-9a ensures the precise specification of sensory organ precursors in Drosophila. , 2006, Genes & development.

[40]  P. Tomançak,et al.  Ordered patterning of the sensory system is susceptible to stochastic features of gene expression , 2019, bioRxiv.

[41]  Gerald M Rubin,et al.  Yan functions as a general inhibitor of differentiation and is negatively regulated by activation of the Ras1/MAPK pathway , 1995, Cell.

[42]  E. Shoubridge,et al.  Ubiquinone Is Necessary for Mouse Embryonic Development but Is Not Essential for Mitochondrial Respiration* , 2001, The Journal of Biological Chemistry.

[43]  W. McGinnis,et al.  The Drosophila Hox Gene Deformed Sculpts Head Morphology via Direct Regulation of the Apoptosis Activator reaper , 2002, Cell.

[44]  Xiaohong Wang,et al.  A Systematic Genetic Screen to Dissect the MicroRNA Pathway in Drosophila , 2012, G3: Genes | Genomes | Genetics.

[45]  I. Rebay,et al.  Signal integration during development: Insights from the Drosophila eye , 2004, Developmental dynamics : an official publication of the American Association of Anatomists.

[46]  Wenyun Zuo,et al.  A general model for effects of temperature on ectotherm ontogenetic growth and development , 2012, Proceedings of the Royal Society B: Biological Sciences.

[47]  P. Tomançak,et al.  Ordered patterning of the sensory system is susceptible to stochastic features of gene expression , 2019, bioRxiv.

[48]  D. E. Atkinson Cellular Energy Metabolism and its Regulation , 1977 .

[49]  V. Foe,et al.  Mitotic domains reveal early commitment of cells in Drosophila embryos. , 1989, Development.

[50]  P. Lawrence Drosophila Unfolded. (Book Reviews: The Making of a Fly. The Genetics of Animal Design.) , 1992 .

[51]  J. Davidson,et al.  On the Relationship between Temperature and Rate of Development of Insects at constant Temperatures. , 1944 .

[52]  Ian R. Lanza,et al.  Chronic caloric restriction preserves mitochondrial function in senescence without increasing mitochondrial biogenesis. , 2012, Cell metabolism.

[53]  J. Sulston,et al.  The embryonic cell lineage of the nematode Caenorhabditis elegans. , 1983, Developmental biology.

[54]  Thomas Hunt Morgan,et al.  The mechanism of Mendelian heredity , 1915 .

[55]  K. Isono,et al.  Mouse homologue of coq7/clk-1, longevity gene in Caenorhabditis elegans, is essential for coenzyme Q synthesis, maintenance of mitochondrial integrity, and neurogenesis. , 2001, Biochemical and biophysical research communications.

[56]  Aaron R Dinner,et al.  Modeling bistable cell-fate choices in the Drosophila eye: qualitative and quantitative perspectives , 2010, Development.

[57]  Ana Kozomara,et al.  miRBase: annotating high confidence microRNAs using deep sequencing data , 2013, Nucleic Acids Res..

[58]  N. Metcalfe,et al.  Compensation for a bad start: grow now, pay later? , 2001, Trends in ecology & evolution.

[59]  E. Sontheimer,et al.  Origins and Mechanisms of miRNAs and siRNAs , 2009, Cell.

[60]  K. White,et al.  The Relationship Between Long-Range Chromatin Occupancy and Polymerization of the Drosophila ETS Family Transcriptional Repressor Yan , 2013, Genetics.

[61]  Hannah A. Pliner,et al.  The cis-regulatory dynamics of embryonic development at single cell resolution , 2017, Nature.

[62]  E. Moss,et al.  Heterochronic Genes and the Nature of Developmental Time , 2007, Current Biology.

[63]  Matthew J. Brauer,et al.  Slow Growth Induces Heat-shock Resistance in Normal and Respiratory-deficient Yeast , 2022 .

[64]  G. Brown,et al.  Control of respiration and ATP synthesis in mammalian mitochondria and cells. , 1992, The Biochemical journal.

[65]  Bassem A. Hassan,et al.  From skin to nerve: flies, vertebrates and the first helix , 2005, Cellular and Molecular Life Sciences CMLS.

[66]  Michael B. Eisen,et al.  Drosophila Embryogenesis Scales Uniformly across Temperature in Developmentally Diverse Species , 2013, bioRxiv.

[67]  Meyer Atlas The Effect of Temperature on the Development of Rana pipiens , 1935, Physiological Zoology.

[68]  R. Nusse,et al.  Ablation of Insulin-Producing Neurons in Flies: Growth and Diabetic Phenotypes , 2002, Science.

[69]  R. Julian Production and growth related disorders and other metabolic diseases of poultry--a review. , 2005, Veterinary journal.

[70]  Ben Lehner,et al.  The effects of genetic variation on gene expression dynamics during development , 2013, Nature.

[71]  K. Golic,et al.  A quantitative measure of the mitotic pairing of alleles in Drosophila melanogaster and the influence of structural heterozygosity. , 1996, Genetics.

[72]  G. Child THE EFFECT OF INCREASING TIME OF DEVELOPMENT AT CONSTANT TEMPERATURE ON THE WING SIZE OF VESTIGIAL OF DROSOPHILA MELANOGASTER , 1939 .

[73]  S. Lindquist,et al.  Hsp90 as a capacitor for morphological evolution , 1998, Nature.

[74]  Ben Lehner,et al.  Fitness Trade-Offs and Environmentally Induced Mutation Buffering in Isogenic C. elegans , 2012, Science.

[75]  T. Kaufman,et al.  Genetic Analysis of the Antennapedia Gene Complex (Ant-C) and Adjacent Chromosomal Regions of DROSOPHILA MELANOGASTER. II. Polytene Chromosome Segments 84A-84B1,2. , 1980, Genetics.

[76]  Ritika Giri,et al.  MicroRNA function in Drosophila melanogaster. , 2017, Seminars in cell & developmental biology.

[77]  K. Nairz,et al.  Nutrient-Dependent Expression of Insulin-like Peptides from Neuroendocrine Cells in the CNS Contributes to Growth Regulation in Drosophila , 2002, Current Biology.

[78]  Xin Li,et al.  A microRNA Mediates EGF Receptor Signaling and Promotes Photoreceptor Differentiation in the Drosophila Eye , 2005, Cell.

[79]  Justin J. Cassidy,et al.  A MicroRNA Imparts Robustness against Environmental Fluctuation during Development , 2009, Cell.

[80]  S. Cohen,et al.  microRNA functions. , 2007, Annual review of cell and developmental biology.

[81]  Alfonso Martinez Arias,et al.  Filtering transcriptional noise during development: concepts and mechanisms , 2006, Nature Reviews Genetics.

[82]  miR-9a minimizes the phenotypic impact of genomic diversity by buffering a transcription factor. , 2013, Cell.

[83]  D. Gillespie Exact Stochastic Simulation of Coupled Chemical Reactions , 1977 .

[84]  Margaret S. Ebert,et al.  Roles for MicroRNAs in Conferring Robustness to Biological Processes , 2012, Cell.

[85]  B. Sinervo,et al.  Experimental phenocopy of a minute maternal-effect mutation alters blastoderm determination in embryos of Drosophila melanogaster. , 1989, Developmental biology.

[86]  S. Saebøe-Larssen,et al.  Ribosomal protein insufficiency and the minute syndrome in Drosophila: a dose-response relationship. , 1998, Genetics.

[87]  S. Parkhurst,et al.  Senseless acts as a binary switch during sensory organ precursor selection. , 2003, Genes & development.

[88]  Matthew J. Brauer,et al.  Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast. , 2008, Molecular biology of the cell.

[89]  Hugo J. Bellen,et al.  P[acman]: A BAC Transgenic Platform for Targeted Insertion of Large DNA Fragments in D. melanogaster , 2006, Science.

[90]  P. Léopold,et al.  The TOR pathway couples nutrition and developmental timing in Drosophila. , 2008, Developmental cell.

[91]  N. Baker,et al.  A Regulatory Response to Ribosomal Protein Mutations Controls Translation, Growth, and Cell Competition. , 2018, Developmental Cell.