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Metzger BM, Özpolat BD. Developmental stage dependent effects of posterior and germline regeneration on sexual maturation in Platynereis dumerilii. Dev Biol 2024; 513:33-49. [PMID: 38797257 PMCID: PMC11211637 DOI: 10.1016/j.ydbio.2024.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/22/2024] [Accepted: 05/21/2024] [Indexed: 05/29/2024]
Abstract
Regeneration, regrowing lost and injured body parts, is an ability that generally declines with age or developmental transitions (i.e. metamorphosis, sexual maturation). Regeneration is also an energetically costly process, and trade-offs occur between regeneration and other costly processes such as growth, or sexual reproduction. Here we investigate the interplay of regeneration, reproduction, and developmental stage in the segmented worm Platynereis dumerilii. P. dumerilii can regenerate its whole posterior body axis, along with its reproductive cells, thereby having to carry out the two costly processes (somatic and germ cell regeneration) after injury. We specifically examine how developmental stage affects the success of germ cell regeneration and sexual maturation in developmentally young versus developmentally old organisms. We hypothesized that developmentally younger individuals (i.e. with gametes in early mitotic stages) will have higher regeneration success than the individuals at developmentally older stages (i.e. with gametes undergoing meiosis and maturation). Surprisingly, older amputated worms grew faster and matured earlier than younger amputees. To analyze germ cell regeneration during and after posterior regeneration, we used Hybridization Chain Reaction for the germline marker vasa. We found that regenerated worms start repopulating new segments with germ cell clusters as early as 14 days post amputation. In addition, vasa expression is observed in a wide region of newly-regenerated segments, which appears different from expression patterns during normal growth or regeneration in worms before gonial cluster expansion.
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Affiliation(s)
- Bria M Metzger
- Department of Biology, Washington University in St. Louis, One Brookings Drive, St. Louis, MO, 63130, USA; Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA, USA.
| | - B Duygu Özpolat
- Department of Biology, Washington University in St. Louis, One Brookings Drive, St. Louis, MO, 63130, USA; Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA, USA.
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2
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Turingan MJ, Li T, Wright J, Sharma A, Ding K, Khan S, Lee B, Grewal SS. Hypoxia delays steroid-induced developmental maturation in Drosophila by suppressing EGF signaling. PLoS Genet 2024; 20:e1011232. [PMID: 38669270 PMCID: PMC11098494 DOI: 10.1371/journal.pgen.1011232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 05/16/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
Animals often grow and develop in unpredictable environments where factors like food availability, temperature, and oxygen levels can fluctuate dramatically. To ensure proper sexual maturation into adulthood, juvenile animals need to adapt their growth and developmental rates to these fluctuating environmental conditions. Failure to do so can result in impaired maturation and incorrect body size. Here we describe a mechanism by which Drosophila larvae adapt their development in low oxygen (hypoxia). During normal development, larvae grow and increase in mass until they reach critical weight (CW), after which point a neuroendocrine circuit triggers the production of the steroid hormone ecdysone from the prothoracic gland (PG), which promotes maturation to the pupal stage. However, when raised in hypoxia (5% oxygen), larvae slow their growth and delay their maturation to the pupal stage. We find that, although hypoxia delays the attainment of CW, the maturation delay occurs mainly because of hypoxia acting late in development to suppress ecdysone production. This suppression operates through a distinct mechanism from nutrient deprivation, occurs independently of HIF-1 alpha and does not involve dilp8 or modulation of Ptth, the main neuropeptide that initiates ecdysone production in the PG. Instead, we find that hypoxia lowers the expression of the EGF ligand, spitz, and that the delay in maturation occurs due to reduced EGFR/ERK signaling in the PG. Our study sheds light on how animals can adjust their development rate in response to changing oxygen levels in their environment. Given that hypoxia is a feature of both normal physiology and many diseases, our findings have important implications for understanding how low oxygen levels may impact animal development in both normal and pathological situations.
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Affiliation(s)
- Michael J. Turingan
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Tan Li
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Jenna Wright
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Abhishek Sharma
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Kate Ding
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Shahoon Khan
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Byoungchun Lee
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
| | - Savraj S. Grewal
- Clark H Smith Brain Tumour Centre, Arnie Charbonneau Cancer Institute, Alberta Children’s Hospital Research Institute, and Department of Biochemistry and Molecular Biology Calgary, University of Calgary, Alberta, Canada
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3
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Metzger B, Özpolat BD. The cost and payout of age on germline regeneration and sexual maturation in Platynereis dumerilii. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.22.576726. [PMID: 38328233 PMCID: PMC10849560 DOI: 10.1101/2024.01.22.576726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Regeneration, regrowing lost and injured body parts, is an ability that generally declines with age or developmental transitions (i.e. metamorphosis, sexual maturation) in many organisms. Regeneration is also energetically a costly process, and trade-offs occur between regeneration and other costly processes such as somatic growth, or sexual reproduction. Here we investigate the interplay of regeneration, reproduction, and age in the segmented worm Platynereis dumerilii. P. dumerilii can regenerate its whole posterior body axis, along with its reproductive cells, thereby having to carry out the two costly processes (somatic and germ cell regeneration) after injury. We specifically examine how age affects the success of germ cell regeneration and sexual maturation in developmentally young versus old organisms. We hypothesized that developmentally younger individuals (i.e. lower investment state, with gametes in early mitotic stages) will have higher regeneration success and reach sexual maturation faster than the individuals at developmentally older stages (i.e. higher investment state, with gametes in the process of maturation). Surprisingly, older amputated worms grew faster and matured earlier than younger amputees, even though they had to regenerate more segments and recuperate the more costly germ cells which were already starting to undergo gametogenesis. To analyze germ cell regeneration across stages, we used Hybridization Chain Reaction for the germline marker vasa. We found that regenerated worms start repopulating new segments with germ cell clusters as early as 14 days post amputation. In addition, vasa expression is observed in a wide region of newly-regenerated segments, which appears different from expression patterns during normal growth or regeneration in worms before gonial cluster expansion. Future studies will focus on determining the exact sources of gonial clusters in regeneration.
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Affiliation(s)
- Bria Metzger
- Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA USA
- Department of Biology, Washington University in Saint Louis, MO, USA
- Currently at University of Washington, Seattle, WA, USA
| | - B Duygu Özpolat
- Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA USA
- Department of Biology, Washington University in Saint Louis, MO, USA
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4
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Musachio EAS, Pires RG, Fernandes EJ, Andrade S, Meichtry LB, Janner DE, Meira GM, Ribeiro EE, Barbisan F, da Cruz IBM, Prigol M. The Amazonian Camu-Camu Fruit Modulates the Development of Drosophila melanogaster and the Neural Function of Adult Flies under Oxidative Stress Conditions. Antioxidants (Basel) 2024; 13:102. [PMID: 38247526 PMCID: PMC11154359 DOI: 10.3390/antiox13010102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/18/2023] [Accepted: 12/28/2023] [Indexed: 01/23/2024] Open
Abstract
Camu-camu (Myrciaria dubia) is known for its antioxidant properties, although little is known about its developmental safety effects, particularly on adult neural function under basal redox and oxidative stress conditions. Therefore, this study sought to address this gap by conducting three complementary protocols using Drosophila melanogaster to investigate these effects. The initial assays revealed that second-stage larvae consumed diets supplemented with various concentrations of camu-camu uniformly, establishing a 50% lethal concentration at 4.799 mg/mL. Hence, non-lethal (0.1, 0.5, and 1 mg/mL) and sub-lethal (5 and 10 mg/mL) concentrations were then chosen to evaluate the effects of camu-camu on preimaginal development and adult neural function. Our observations showed that camu-camu impacts the expression of antioxidant enzymes, reactive species, and lipoperoxidation. Notably, sub-lethal concentrations decreased preimaginal viability and locomotor activity, negatively influenced geotaxis and acetylcholinesterase activity, and increased reactive species, catalase, and glutathione S-transferase activity in flies. Additionally, the protective effects of camu-camu against oxidative stress induced by iron (20 mM) were assessed. Flies supplemented with 0.5 mg/mL of camu-camu during the larval period showed improved neural viability and function, and this supplementation was found to protect against oxidative stress. These findings are instrumental in evaluating the safety and efficacy of commercial supplements based on camu-camu, offering significant insights for future research and application.
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Affiliation(s)
- Elize Aparecida Santos Musachio
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Rafaela Garay Pires
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Eliana Jardim Fernandes
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Stefani Andrade
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Luana Barreto Meichtry
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Dieniffer Espinosa Janner
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
| | - Graziela Moro Meira
- Laboratory of Biogenomics, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil; (G.M.M.); (F.B.)
| | - Euler Esteves Ribeiro
- Center for Research, Teaching and Technological Development-GERONTEC, Open University Foundation for the Elderly, Manaus 69029-040, AM, Brazil;
| | - Fernanda Barbisan
- Laboratory of Biogenomics, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil; (G.M.M.); (F.B.)
- Graduate Program in Gerontology, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil
- Graduate Program in Pharmacology, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil
| | - Ivana Beatrice Mânica da Cruz
- Laboratory of Biogenomics, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil; (G.M.M.); (F.B.)
- Graduate Program in Gerontology, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil
- Graduate Program in Pharmacology, Federal University of Santa Maria, Santa Maria 97105-900, RS, Brazil
| | - Marina Prigol
- Laboratory of Pharmacological and Toxicological Evaluations Applied to Bioactive Molecules (LaftamBio), Federal University of Pampa, Itaqui 97650-000, RS, Brazil; (E.A.S.M.); (R.G.P.); (E.J.F.); (S.A.); (L.B.M.); (D.E.J.); (M.P.)
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5
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Rai S, Singh A, Omkar O, Mishra G. Effect of larval thermal conditions on limb regeneration in a ladybird beetle, Cheilomenes sexmaculata. JOURNAL OF EXPERIMENTAL ZOOLOGY. PART A, ECOLOGICAL AND INTEGRATIVE PHYSIOLOGY 2023; 339:825-837. [PMID: 37465962 DOI: 10.1002/jez.2733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 04/20/2023] [Accepted: 06/30/2023] [Indexed: 07/20/2023]
Abstract
In view of global environmental change, ecological factors especially temperature, affect development of the poikilotherms like insects. Since ladybirds are at risk of injury under mass-rearing conditions, their ability to regenerate injured limbs is highly crucial for their survival. Therefore, the effect of limb regeneration in relation to temperature forms the basis of the present study. The immature stages of insects, being more vulnerable to the surrounding temperature, were considered to study the effect of the prior thermal experience of larvae on regeneration. We exposed the early larval stages of the ladybird beetle, Cheilomenes sexmaculata, to different temperature conditions pre- and postamputation. Exposure of immature stages to extreme temperatures did not affect the ability to regenerate and regeneration occurred at given temperature conditions. However, the regenerated legs were smaller in size across given temperatures as compared to unamputated legs. Body weights in amputated treatments showed no difference and remained unchanged across temperatures when compared to unamputated treatments. Postamputation developmental duration, equivalent to recovery time postlimb amputation, was found to be affected by larval thermal conditions. Recovery was faster in larval treatments exposed to higher temperatures. Thus, larval thermal conditions though did not affect the ability to regenerate lost limbs directly, it does modulate the time taken to regenerate.
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Affiliation(s)
- Shriza Rai
- Department of Zoology, Ladybird Research Laboratory, University of Lucknow, Lucknow, India
| | - Anupama Singh
- Department of Statistics, University of Lucknow, Lucknow, India
| | - Omkar Omkar
- Department of Zoology, University of Lucknow, Lucknow, India
| | - Geetanjali Mishra
- Department of Zoology, Ladybird Research Laboratory, University of Lucknow, Lucknow, India
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Li H, Luo X, Li N, Liu T, Zhang J. Insulin-like peptide 8 (Ilp8) regulates female fecundity in flies. Front Cell Dev Biol 2023; 11:1103923. [PMID: 36743416 PMCID: PMC9890075 DOI: 10.3389/fcell.2023.1103923] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/04/2023] [Indexed: 01/19/2023] Open
Abstract
Introduction: Insulin-like peptides (Ilps) play crucial roles in nearly all life stages of insects. Ilp8 is involved in developmental stability, stress resistance and female fecundity in several insect species, but the underlying mechanisms are not fully understood. Here we report the functional characterization of Ilp8s in three fly species, including Bactrocera dorsalis, Drosophila mercatorum and Drosophila melanogaster. Methods: Phylogenetic analyses were performed to identify and characterize insect Ilp8s. The amino acid sequences of fly Ilp8s were aligned and the three-dimensional structures of fly Ilp8s were constructed and compared. The tissue specific expression pattern of fly Ilp8s were examined by qRT-PCR. In Bactrocera dorsalis and Drosophila mercatorum, dsRNAs were injected into virgin females to inhibit the expression of Ilp8 and the impacts on female fecundity were examined. In Drosophila melanogaster, the female fecundity of Ilp8 loss-of-function mutant was compared with wild type control flies. The mutant fruit fly strain was also used for sexual behavioral analysis and transcriptomic analysis. Results: Orthologs of Ilp8s are found in major groups of insects except for the lepidopterans and coleopterans, and Ilp8s are found to be well separated from other Ilps in three fly species. The key motif and the predicted three-dimensional structure of fly Ilp8s are well conserved. Ilp8 are specifically expressed in the ovary and are essential for female fecundity in three fly species. Behavior analysis demonstrates that Ilp8 mutation impairs female sexual attractiveness in fruit fly, which results in decreased mating success and is likely the cause of fecundity reduction. Further transcriptomic analysis indicates that Ilp8 might influence metabolism, immune activity, oocyte development as well as hormone homeostasis to collectively regulate female fecundity in the fruit fly. Discussion: Our findings support a universal role of insect Ilp8 in female fecundity, and also provide novel clues for understanding the modes of action of Ilp8.
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Affiliation(s)
- Haomiao Li
- MARA Key Laboratory of Surveillance and Management for Plant Quarantine Pests, College of Plant Protection, China Agricultural University, Beijing, China
| | - Xi Luo
- MARA Key Laboratory of Surveillance and Management for Plant Quarantine Pests, College of Plant Protection, China Agricultural University, Beijing, China
| | - Na Li
- MARA Key Laboratory of Surveillance and Management for Plant Quarantine Pests, College of Plant Protection, China Agricultural University, Beijing, China
| | - Tao Liu
- Chinese Academy of Inspection and Quarantine, Beijing, China
| | - Junzheng Zhang
- MARA Key Laboratory of Surveillance and Management for Plant Quarantine Pests, College of Plant Protection, China Agricultural University, Beijing, China,*Correspondence: Junzheng Zhang,
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7
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Worley MI, Everetts NJ, Yasutomi R, Chang RJ, Saretha S, Yosef N, Hariharan IK. Ets21C sustains a pro-regenerative transcriptional program in blastema cells of Drosophila imaginal discs. Curr Biol 2022; 32:3350-3364.e6. [PMID: 35820420 PMCID: PMC9387119 DOI: 10.1016/j.cub.2022.06.040] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 04/06/2022] [Accepted: 06/14/2022] [Indexed: 12/11/2022]
Abstract
An important unanswered question in regenerative biology is to what extent regeneration is accomplished by the reactivation of gene regulatory networks used during development versus the activation of regeneration-specific transcriptional programs. Following damage, Drosophila imaginal discs, the larval precursors of adult structures, can regenerate missing portions by localized proliferation of damage-adjacent tissue. Using single-cell transcriptomics in regenerating wing discs, we have obtained a comprehensive view of the transcriptome of regenerating discs and identified two regeneration-specific cell populations within the blastema, Blastema1 and Blastema2. Collectively, these cells upregulate multiple genes encoding secreted proteins that promote regeneration including Pvf1, upd3, asperous, Mmp1, and the maturation delaying factor Ilp8. Expression of the transcription factor Ets21C is restricted to this regenerative secretory zone; it is not expressed in undamaged discs. Ets21C expression is activated by the JNK/AP-1 pathway, and it can function in a type 1 coherent feedforward loop with AP-1 to sustain expression of downstream genes. Without Ets21C function, the blastema cells fail to maintain the expression of a number of genes, which leads to premature differentiation and severely compromised regeneration. As Ets21C is dispensable for normal development, these observations indicate that Ets21C orchestrates a regeneration-specific gene regulatory network. We have also identified cells resembling both Blastema1 and Blastema2 in scribble tumorous discs. They express the Ets21C-dependent gene regulatory network, and eliminating Ets21C function reduces tumorous growth. Thus, mechanisms that function during regeneration can be co-opted by tumors to promote aberrant growth.
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Affiliation(s)
- Melanie I Worley
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA.
| | - Nicholas J Everetts
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA; Department of Electrical Engineering and Computer Science, Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Riku Yasutomi
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Rebecca J Chang
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Shrey Saretha
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Nir Yosef
- Department of Electrical Engineering and Computer Science, Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA.
| | - Iswar K Hariharan
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA.
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8
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Kumar N, Huizar FJ, Farfán-Pira KJ, Brodskiy PA, Soundarrajan DK, Nahmad M, Zartman JJ. MAPPER: An Open-Source, High-Dimensional Image Analysis Pipeline Unmasks Differential Regulation of Drosophila Wing Features. Front Genet 2022; 13:869719. [PMID: 35480325 PMCID: PMC9035675 DOI: 10.3389/fgene.2022.869719] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/03/2022] [Indexed: 11/13/2022] Open
Abstract
Phenomics requires quantification of large volumes of image data, necessitating high throughput image processing approaches. Existing image processing pipelines for Drosophila wings, a powerful genetic model for studying the underlying genetics for a broad range of cellular and developmental processes, are limited in speed, precision, and functional versatility. To expand on the utility of the wing as a phenotypic screening system, we developed MAPPER, an automated machine learning-based pipeline that quantifies high-dimensional phenotypic signatures, with each dimension quantifying a unique morphological feature of the Drosophila wing. MAPPER magnifies the power of Drosophila phenomics by rapidly quantifying subtle phenotypic differences in sample populations. We benchmarked MAPPER’s accuracy and precision in replicating manual measurements to demonstrate its widespread utility. The morphological features extracted using MAPPER reveal variable sexual dimorphism across Drosophila species and unique underlying sex-specific differences in morphogen signaling in male and female wings. Moreover, the length of the proximal-distal axis across the species and sexes shows a conserved scaling relationship with respect to the wing size. In sum, MAPPER is an open-source tool for rapid, high-dimensional analysis of large imaging datasets. These high-content phenomic capabilities enable rigorous and systematic identification of genotype-to-phenotype relationships in a broad range of screening and drug testing applications and amplify the potential power of multimodal genomic approaches.
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Affiliation(s)
- Nilay Kumar
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, United States
| | - Francisco J. Huizar
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, United States
| | - Keity J. Farfán-Pira
- Department of Physiology, Biophysics, and Neurosciences, Center for Research and Advanced Studies of the National Polytechnical Institute (Cinvestav), Mexico City, Mexico
| | - Pavel A. Brodskiy
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, United States
| | - Dharsan K. Soundarrajan
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, United States
| | - Marcos Nahmad
- Department of Physiology, Biophysics, and Neurosciences, Center for Research and Advanced Studies of the National Polytechnical Institute (Cinvestav), Mexico City, Mexico
| | - Jeremiah J. Zartman
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, United States
- *Correspondence: Jeremiah J. Zartman,
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9
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Karanja F, Sahu S, Weintraub S, Bhandari R, Jaszczak R, Sitt J, Halme A. Ecdysone exerts biphasic control of regenerative signaling, coordinating the completion of regeneration with developmental progression. Proc Natl Acad Sci U S A 2022; 119:e2115017119. [PMID: 35086929 PMCID: PMC8812538 DOI: 10.1073/pnas.2115017119] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 11/13/2021] [Indexed: 12/12/2022] Open
Abstract
In Drosophila melanogaster, loss of regenerative capacity in wing imaginal discs coincides with an increase in systemic levels of the steroid hormone ecdysone, a key coordinator of their developmental progression. Regenerating discs release the relaxin hormone Dilp8 (Drosophila insulin-like peptide 8) to limit ecdysone synthesis and extend the regenerative period. Here, we describe how regenerating tissues produce a biphasic response to ecdysone levels: lower concentrations of ecdysone promote local and systemic regenerative signaling, whereas higher concentrations suppress regeneration through the expression of broad splice isoforms. Ecdysone also promotes the expression of wingless during both regeneration and normal development through a distinct regulatory pathway. This dual role for ecdysone explains how regeneration can still be completed successfully in dilp8- mutant larvae: higher ecdysone levels increase the regenerative activity of tissues, allowing regeneration to reach completion in a shorter time. From these observations, we propose that ecdysone hormone signaling functions to coordinate regeneration with developmental progression.
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Affiliation(s)
- Faith Karanja
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Subhshri Sahu
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Sara Weintraub
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Rajan Bhandari
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Rebecca Jaszczak
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Jason Sitt
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
| | - Adrian Halme
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22902
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10
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Upadhyay A, Peterson AJ, Kim MJ, O'Connor MB. Muscle-derived Myoglianin regulates Drosophila imaginal disc growth. eLife 2020; 9:e51710. [PMID: 32633716 PMCID: PMC7371420 DOI: 10.7554/elife.51710] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Accepted: 07/04/2020] [Indexed: 01/05/2023] Open
Abstract
Organ growth and size are finely tuned by intrinsic and extrinsic signaling molecules. In Drosophila, the BMP family member Dpp is produced in a limited set of imaginal disc cells and functions as a classic morphogen to regulate pattern and growth by diffusing throughout imaginal discs. However, the role of TGFβ/Activin-like ligands in disc growth control remains ill-defined. Here, we demonstrate that Myoglianin (Myo), an Activin family member, and a close homolog of mammalian Myostatin (Mstn), is a muscle-derived extrinsic factor that uses canonical dSmad2-mediated signaling to regulate wing size. We propose that Myo is a myokine that helps mediate an allometric relationship between muscles and their associated appendages.
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Affiliation(s)
- Ambuj Upadhyay
- Department of Genetics, Cell Biology and Development University of MinnesotaMinneapolisUnited States
| | - Aidan J Peterson
- Department of Genetics, Cell Biology and Development University of MinnesotaMinneapolisUnited States
| | - Myung-Jun Kim
- Department of Genetics, Cell Biology and Development University of MinnesotaMinneapolisUnited States
| | - Michael B O'Connor
- Department of Genetics, Cell Biology and Development University of MinnesotaMinneapolisUnited States
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11
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Blanco J, Cooper JC, Baker NE. Roles of C/EBP class bZip proteins in the growth and cell competition of Rp ('Minute') mutants in Drosophila. eLife 2020; 9:50535. [PMID: 31909714 PMCID: PMC6946401 DOI: 10.7554/elife.50535] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 11/04/2019] [Indexed: 02/01/2023] Open
Abstract
Reduced copy number of ribosomal protein (Rp) genes adversely affects both flies and mammals. Xrp1 encodes a reportedly Drosophila-specific AT-hook, bZIP protein responsible for many of the effects including the elimination of Rp mutant cells by competition with wild type cells. Irbp18, an evolutionarily conserved bZIP gene, heterodimerizes with Xrp1 and with another bZip protein, dATF4. We show that Irbp18 is required for the effects of Xrp1, whereas dATF4 does not share the same phenotype, indicating that Xrp1/Irbp18 is the complex active in Rp mutant cells, independently of other complexes that share Irbp18. Xrp1 and Irbp18 transcripts and proteins are upregulated in Rp mutant cells by auto-regulatory expression that depends on the Xrp1 DNA binding domains and is necessary for cell competition. We show that Xrp1 is conserved beyond Drosophila, although under positive selection for rapid evolution, and that at least one human bZip protein can similarly affect Drosophila development.
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Affiliation(s)
- Jorge Blanco
- Department of GeneticsAlbert Einstein College of MedicineNew YorkUnited States
| | - Jacob C Cooper
- School of Biological SciencesUniversity of UtahSalt Lake CityUnited States
| | - Nicholas E Baker
- Department of GeneticsAlbert Einstein College of MedicineNew YorkUnited States
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12
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Chromatin dynamics in regeneration epithelia: Lessons from Drosophila imaginal discs. Semin Cell Dev Biol 2020; 97:55-62. [DOI: 10.1016/j.semcdb.2019.04.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 04/29/2019] [Indexed: 12/21/2022]
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13
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Tettweiler G, Blaquiere JA, Wray NB, Verheyen EM. Hipk is required for JAK/STAT activity during development and tumorigenesis. PLoS One 2019; 14:e0226856. [PMID: 31891940 PMCID: PMC6938406 DOI: 10.1371/journal.pone.0226856] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Accepted: 12/05/2019] [Indexed: 12/24/2022] Open
Abstract
Drosophila has been instrumental as a model system in studying signal transduction and revealing molecular functions in development and human diseases. A point mutation in the Drosophila Janus kinase JAK (called hop) causes constitutive activation of the JAK/STAT pathway. We provide robust genetic evidence that the Homeodomain interacting protein kinase (Hipk) is required for endogenous JAK/STAT activity. Overexpression of Hipk can phenocopy the effects of overactive JAK/STAT mutations and lead to melanized tumors, and loss of Hipk can suppress the effects of hyperactive JAK/STAT. Further, the loss of the pathway effector Stat92E can suppress Hipk induced overgrowth. Interaction studies show that Hipk can physically interact with Stat92E and regulate Stat92E subcellular localization. Together our results show that Hipk is a novel factor required for effective JAK/STAT signaling.
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Affiliation(s)
- Gritta Tettweiler
- Department of Molecular Biology and Biochemistry, Centre for Cell Biology, Development and Disease, Simon Fraser University, Burnaby, B.C Canada
| | - Jessica A. Blaquiere
- Department of Molecular Biology and Biochemistry, Centre for Cell Biology, Development and Disease, Simon Fraser University, Burnaby, B.C Canada
| | - Nathan B. Wray
- Department of Molecular Biology and Biochemistry, Centre for Cell Biology, Development and Disease, Simon Fraser University, Burnaby, B.C Canada
| | - Esther M. Verheyen
- Department of Molecular Biology and Biochemistry, Centre for Cell Biology, Development and Disease, Simon Fraser University, Burnaby, B.C Canada
- * E-mail:
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14
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Boulan L, Andersen D, Colombani J, Boone E, Léopold P. Inter-Organ Growth Coordination Is Mediated by the Xrp1-Dilp8 Axis in Drosophila. Dev Cell 2019; 49:811-818.e4. [PMID: 31006647 DOI: 10.1016/j.devcel.2019.03.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 02/14/2019] [Accepted: 03/19/2019] [Indexed: 01/08/2023]
Abstract
How organs scale with other body parts is not mechanistically understood. We have addressed this question using the Drosophila imaginal disc model. When the growth of one disc domain is perturbed, other parts of the disc and other discs slow down their growth, maintaining proper inter-disc and intra-disc proportions. We show here that the relaxin-like Dilp8 is required for this inter-organ coordination. Our work also reveals that the stress-response transcription factor Xrp1 plays a key role upstream of dilp8 in linking organ growth status with the systemic growth response. In addition, we show that the small ribosomal subunit protein RpS12 is required to trigger Xrp1-dependent non-autonomous response. Our work demonstrates that RpS12, Xrp1, and Dilp8 form an independent regulatory module that ensures intra- and inter-organ growth coordination during development.
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Affiliation(s)
- Laura Boulan
- Institut Curie, PSL Research University, CNRS UMR3215, INSERM U934, UPMC Paris-Sorbonne, 26 Rue d'Ulm, 75005 Paris, France.
| | - Ditte Andersen
- Université Côte d'Azur, CNRS UMR7277, Inserm U1091, iBV, Parc Valrose, 06108 Nice, France
| | - Julien Colombani
- Université Côte d'Azur, CNRS UMR7277, Inserm U1091, iBV, Parc Valrose, 06108 Nice, France
| | - Emilie Boone
- Université Côte d'Azur, CNRS UMR7277, Inserm U1091, iBV, Parc Valrose, 06108 Nice, France
| | - Pierre Léopold
- Institut Curie, PSL Research University, CNRS UMR3215, INSERM U934, UPMC Paris-Sorbonne, 26 Rue d'Ulm, 75005 Paris, France.
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15
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Masuko K, Fuse N, Komaba K, Katsuyama T, Nakajima R, Furuhashi H, Kurata S. winged eye Induces Transdetermination of Drosophila Imaginal Disc by Acting in Concert with a Histone Methyltransferase, Su(var)3-9. Cell Rep 2019; 22:206-217. [PMID: 29298422 DOI: 10.1016/j.celrep.2017.11.105] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 07/12/2017] [Accepted: 11/29/2017] [Indexed: 12/23/2022] Open
Abstract
Drosophila imaginal disc cells exhibit a remarkable ability to convert cell fates in response to various perturbations, a phenomenon called transdetermination (TD). We previously identified winged eye (wge) as a factor that induces eye-to-wing TD upon overexpression in eye imaginal discs, but the molecular mechanisms underlying TD have remained largely unclear. Here, we found that wge induces various histone modifications and enhances the methylation of Lys9 on histone H3 (H3K9), a feature of heterochromatin. A histone methyltransferase, Su(var)3-9, is required for wge-mediated H3K9 methylation and eye-to-wing TD. Su(var)3-9 is also required for classical wound-induced TD but not for normal development, suggesting its involvement in several types of imaginal disc TDs. Transcriptome analysis revealed that wge represses eye identity genes independently of Su(var)3-9 and activates TD-related genes by acting together with Su(var)3-9. These findings provide new insights into diverse types of chromatin regulation at progressive steps of cell-fate conversions.
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Affiliation(s)
- Keita Masuko
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan
| | - Naoyuki Fuse
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan
| | - Kanae Komaba
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan
| | - Tomonori Katsuyama
- Department of Genetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo 113-0033, Japan
| | - Rumi Nakajima
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan
| | - Hirofumi Furuhashi
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan
| | - Shoichiro Kurata
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai 980-8578, Japan.
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16
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Suzuki Y, Chou J, Garvey SL, Wang VR, Yanes KO. Evolution and Regulation of Limb Regeneration in Arthropods. Results Probl Cell Differ 2019; 68:419-454. [PMID: 31598866 DOI: 10.1007/978-3-030-23459-1_17] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Regeneration has fascinated both scientists and non-scientists for centuries. Many organisms can regenerate, and arthropod limbs are no exception although their ability to regenerate is a product shaped by natural and sexual selection. Recent studies have begun to uncover cellular and molecular processes underlying limb regeneration in several arthropod species. Here we argue that an evo-devo approach to the study of arthropod limb regeneration is needed to understand aspects of limb regeneration that are conserved and divergent. In particular, we argue that limbs of different species are comprised of cells at distinct stages of differentiation at the time of limb loss and therefore provide insights into regeneration involving both stem cell-like cells/precursor cells and differentiated cells. In addition, we review recent studies that demonstrate how limb regeneration impacts the development of the whole organism and argue that studies on the link between local tissue damage and the rest of the body should provide insights into the integrative nature of development. Molecular studies on limb regeneration are only beginning to take off, but comparative studies on the mechanisms of limb regeneration across various taxa should not only yield interesting insights into development but also answer how this remarkable ability evolved across arthropods and beyond.
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Affiliation(s)
- Yuichiro Suzuki
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA.
| | - Jacquelyn Chou
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | - Sarah L Garvey
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | - Victoria R Wang
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | - Katherine O Yanes
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
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17
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Vizcaya-Molina E, Klein CC, Serras F, Mishra RK, Guigó R, Corominas M. Damage-responsive elements in Drosophila regeneration. Genome Res 2018; 28:1852-1866. [PMID: 30459214 PMCID: PMC6280756 DOI: 10.1101/gr.233098.117] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 10/10/2018] [Indexed: 12/21/2022]
Abstract
One of the most important questions in regenerative biology is to unveil how and when genes change expression and trigger regeneration programs. The resetting of gene expression patterns during response to injury is governed by coordinated actions of genomic regions that control the activity of multiple sequence-specific DNA binding proteins. Using genome-wide approaches to interrogate chromatin function, we here identify the elements that regulate tissue recovery in Drosophila imaginal discs, which show a high regenerative capacity after genetically induced cell death. Our findings indicate there is global coregulation of gene expression as well as a regeneration program driven by different types of regulatory elements. Novel enhancers acting exclusively within damaged tissue cooperate with enhancers co-opted from other tissues and other developmental stages, as well as with endogenous enhancers that show increased activity after injury. Together, these enhancers host binding sites for regulatory proteins that include a core set of conserved transcription factors that control regeneration across metazoans.
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Affiliation(s)
- Elena Vizcaya-Molina
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona 08028, Catalonia, Spain
| | - Cecilia C Klein
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona 08028, Catalonia, Spain.,Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona 08003, Catalonia, Spain
| | - Florenci Serras
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona 08028, Catalonia, Spain
| | - Rakesh K Mishra
- The Centre for Cellular and Molecular Biology (CCMB), Hyderabad 500007, India
| | - Roderic Guigó
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona 08003, Catalonia, Spain.,Universitat Pompeu Fabra (UPF), Barcelona 08003, Catalonia, Spain
| | - Montserrat Corominas
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona 08028, Catalonia, Spain
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18
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Setiawan L, Pan X, Woods AL, O'Connor MB, Hariharan IK. The BMP2/4 ortholog Dpp can function as an inter-organ signal that regulates developmental timing. Life Sci Alliance 2018; 1:e201800216. [PMID: 30515478 PMCID: PMC6243201 DOI: 10.26508/lsa.201800216] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 11/06/2018] [Accepted: 11/07/2018] [Indexed: 12/19/2022] Open
Abstract
Increased local trapping of morphogens within tissues as they grow would reduce circulating levels and can therefore provide a systemic readout of the status of their growth and maturation. Developmental transitions are often triggered by a neuroendocrine axis and can be contingent upon multiple organs achieving sufficient growth and maturation. How the neurodendocrine axis senses the size and maturity of peripheral organs is not known. In Drosophila larvae, metamorphosis is triggered by a sharp increase in the level of the steroid hormone ecdysone, secreted by the prothoracic gland (PG). Here, we show that the BMP2/4 ortholog Dpp can function as a systemic signal to regulate developmental timing. Dpp from peripheral tissues, mostly imaginal discs, can reach the PG and inhibit ecdysone biosynthesis. As the discs grow, reduced Dpp signaling in the PG is observed, consistent with the possibility that Dpp functions in a checkpoint mechanism that prevents metamorphosis when growth is insufficient. Indeed, upon starvation early in the third larval instar, reducing Dpp signaling in the PG abrogates the critical-weight checkpoint which normally prevents pupariation under these conditions. We suggest that increased local trapping of morphogen within tissues as they grow would reduce circulating levels and hence provide a systemic readout of their growth status.
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Affiliation(s)
- Linda Setiawan
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA
| | - Xueyang Pan
- Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, MN, USA
| | - Alexis L Woods
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA
| | - Michael B O'Connor
- Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, MN, USA
| | - Iswar K Hariharan
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA
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19
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Drosophila as a Model System to Study Cell Signaling in Organ Regeneration. BIOMED RESEARCH INTERNATIONAL 2018; 2018:7359267. [PMID: 29750169 PMCID: PMC5884440 DOI: 10.1155/2018/7359267] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 02/06/2018] [Indexed: 12/22/2022]
Abstract
Regeneration is a fascinating phenomenon that allows organisms to replace or repair damaged organs or tissues. This ability occurs to varying extents among metazoans. The rebuilding of the damaged structure depends on regenerative proliferation that must be accompanied by proper cell fate respecification and patterning. These cellular processes are regulated by the action of different signaling pathways that are activated in response to the damage. The imaginal discs of Drosophila melanogaster have the ability to regenerate and have been extensively used as a model system to study regeneration. Drosophila provides an opportunity to use powerful genetic tools to address fundamental problems about the genetic mechanisms involved in organ regeneration. Different studies in Drosophila have helped to elucidate the genes and signaling pathways that initiate regeneration, promote regenerative growth, and induce cell fate respecification. Here we review the signaling networks involved in regulating the variety of cellular responses that are required for discs regeneration.
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20
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Boone E, Boulan L, Andersen DS, Romero N, Léopold P, Colombani J. Des insulines pour orchestrer la croissance. Med Sci (Paris) 2017; 33:637-641. [DOI: 10.1051/medsci/20173306021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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