Transcriptomics of developing embryos and organs: A raising tool for evo–devo
ABSTRACT
Comparative transcriptomics has become an important tool for revisiting many evo–devo questions and exploring new ones, and its importance is likely to increase in the near future, partly because RNA‐seq data open many new possibilities. The aim of this opinion piece is twofold. In the first section, we discuss the particularities of transcriptomic studies in evo–devo, focusing mainly on RNA‐seq data. The preliminary processing steps (getting coding sequences as well as expression levels) are challenging, because many studied species do not have a sequenced genome. The next step (interpreting expression differences) is also challenging, due to several issues with interpreting expression levels in complex tissues, managing developmental stages and species heterochronies, and the problem of conceptualizing expression differences. In the second section, we discuss some past and possible future applications of transcriptomic approaches (using microarray or RNA‐seq) to three major themes in evo–devo: the evolution of the developmental toolkit, the genetic and developmental basis for phenotypic changes, and the general rules of the evolution of development. We believe that conceptual and technical tools are necessary in order to fully exploit the richness of multispecies transcriptomic time–series data. J. Exp. Zool. (Mol. Dev. Evol.) 324B: 363–371, 2015. © 2014 Wiley Periodicals, Inc.
Citing Literature
Number of times cited according to CrossRef: 21
- Quentin Cronk, Raju Soolanayakanahally, Katharina Bräutigam, Gene expression trajectories during male and female reproductive development in balsam poplar (Populus balsamifera L.), Scientific Reports, 10.1038/s41598-020-64938-w, 10, 1, (2020).
- Siyuan Xing, Ranran Liu, Guiping Zhao, Lu Liu, Martien A. M. Groenen, Ole Madsen, Maiqing Zheng, Xinting Yang, Richard P. M. A. Crooijmans, Jie Wen, RNA-Seq Analysis Reveals Hub Genes Involved in Chicken Intramuscular Fat and Abdominal Fat Deposition During Development, Frontiers in Genetics, 10.3389/fgene.2020.01009, 11, (2020).
- Margarida Cardoso-Moreira, Jean Halbert, Delphine Valloton, Britta Velten, Chunyan Chen, Yi Shao, Angélica Liechti, Kelly Ascenção, Coralie Rummel, Svetlana Ovchinnikova, Pavel V. Mazin, Ioannis Xenarios, Keith Harshman, Matthew Mort, David N. Cooper, Carmen Sandi, Michael J. Soares, Paula G. Ferreira, Sandra Afonso, Miguel Carneiro, James M. A. Turner, John L. VandeBerg, Amir Fallahshahroudi, Per Jensen, Rüdiger Behr, Steven Lisgo, Susan Lindsay, Philipp Khaitovich, Wolfgang Huber, Julie Baker, Simon Anders, Yong E. Zhang, Henrik Kaessmann, Gene expression across mammalian organ development, Nature, 10.1038/s41586-019-1338-5, (2019).
- Itai Yanai, Development and Evolution through the Lens of Global Gene Regulation, Trends in Genetics, 10.1016/j.tig.2017.09.011, 34, 1, (11-20), (2018).
- Elinor Jax, Michael Wink, Robert H. S. Kraus, Avian transcriptomics: opportunities and challenges, Journal of Ornithology, 10.1007/s10336-018-1532-5, 159, 3, (599-629), (2018).
- Bruno César Feltes, Bruno Iochins Grisci, Joice de Faria Poloni, Márcio Dorn, Perspectives and applications of machine learning for evolutionary developmental biology, Molecular Omics, 10.1039/C8MO00111A, 14, 5, (289-306), (2018).
- Diane Maitre, Oliver M. Selmoni, Anshu Uppal, Lucas Marques da Cunha, Laetitia G. E. Wilkins, Julien Roux, Kenyon B. Mobley, Isabelle Castro, Susanne Knörr, Marc Robinson-Rechavi, Claus Wedekind, Sex differentiation in grayling (Salmonidae) goes through an all-male stage and is delayed in genetic males who instead grow faster, Scientific Reports, 10.1038/s41598-017-14905-9, 7, 1, (2017).
- Sophie Pantalacci, Laurent Guéguen, Coraline Petit, Anne Lambert, Renata Peterkovà, Marie Sémon, Transcriptomic signatures shaped by cell proportions shed light on comparative developmental biology, Genome Biology, 10.1186/s13059-017-1157-7, 18, 1, (2017).
- Julien Roux, Jialin Liu, Marc Robinson-Rechavi, Selective Constraints on Coding Sequences of Nervous System Genes Are a Major Determinant of Duplicate Gene Retention in Vertebrates, Molecular Biology and Evolution, 10.1093/molbev/msx199, 34, 11, (2773-2791), (2017).
- Nicholas J. Marra, Vincent P. Richards, Angela Early, Steve M. Bogdanowicz, Paulina D. Pavinski Bitar, Michael J. Stanhope, Mahmood S. Shivji, Comparative transcriptomics of elasmobranchs and teleosts highlight important processes in adaptive immunity and regional endothermy, BMC Genomics, 10.1186/s12864-016-3411-x, 18, 1, (2017).
- Hajk-Georg Drost, Philipp Janitza, Ivo Grosse, Marcel Quint, Cross-kingdom comparison of the developmental hourglass, Current Opinion in Genetics & Development, 10.1016/j.gde.2017.03.003, 45, (69-75), (2017).
- J. F. Mudge, C. J. Martyniuk, J. E. Houlahan, Optimal alpha reduces error rates in gene expression studies: a meta-analysis approach, BMC Bioinformatics, 10.1186/s12859-017-1728-3, 18, 1, (2017).
- Rui Diogo, Geoffrey Guinard, Raul E. Diaz, Dinosaurs, Chameleons, Humans, and Evo‐Devo Path: Linking Étienne Geoffroy's Teratology, Waddington's Homeorhesis, Alberch's Logic of “Monsters,” and Goldschmidt Hopeful “Monsters”, Journal of Experimental Zoology Part B: Molecular and Developmental Evolution, 10.1002/jez.b.22709, 328, 3, (207-229), (2016).
- Wei Vivian Li, Yiling Chen, Jingyi Jessica Li, TROM: A Testing-Based Method for Finding Transcriptomic Similarity of Biological Samples, Statistics in Biosciences, 10.1007/s12561-016-9163-y, 9, 1, (105-136), (2016).
- Aurélie C. M. Vialette-Guiraud, Amélie Andres-Robin, Pierre Chambrier, Raquel Tavares, Charles P. Scutt, The analysis of Gene Regulatory Networks in plant evo-devo, Journal of Experimental Botany, 10.1093/jxb/erw119, 67, 9, (2549-2563), (2016).
- D.G Howarth, M.P Dunn, Phylogenetic Approach to Studying Developmental Evolution: A Model Clade Approach, Encyclopedia of Evolutionary Biology, 10.1016/B978-0-12-800049-6.00137-2, (246-253), (2016).
- Neelima R Sinha, Steven D Rowland, Yasunori Ichihashi, Using gene networks in EvoDevo analyses, Current Opinion in Plant Biology, 10.1016/j.pbi.2016.06.016, 33, (133-139), (2016).
- Prashanti Manda, James P. Balhoff, Hilmar Lapp, Paula Mabee, Todd J. Vision, Using the phenoscape knowledgebase to relate genetic perturbations to phenotypic evolution, genesis, 10.1002/dvg.22878, 53, 8, (561-571), (2015).
- Marc Robinson‐Rechavi, Genomics is changing Evo‐Devo, Journal of Experimental Zoology Part B: Molecular and Developmental Evolution, 10.1002/jez.b.22633, 324, 4, (315-315), (2015).
- Brad T. Townsley, Michael F. Covington, Yasunori Ichihashi, Kristina Zumstein, Neelima R. Sinha, BrAD-seq: Breath Adapter Directional sequencing: a streamlined, ultra-simple and fast library preparation protocol for strand specific mRNA library construction, Frontiers in Plant Science, 10.3389/fpls.2015.00366, 6, (2015).
- Patsy Gómez-Picos, B. Frank Eames, On the evolutionary relationship between chondrocytes and osteoblasts, Frontiers in Genetics, 10.3389/fgene.2015.00297, 6, (2015).




