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Banerjee SM, Stoll JA, Allen CD, Lynch JM, Harris HS, Kenyon L, Connon RE, Sterling EJ, Naro-Maciel E, McFadden K, Lamont MM, Benge J, Fernandez NB, Seminoff JA, Benson SR, Lewison RL, Eguchi T, Summers TM, Hapdei JR, Rice MR, Martin S, Jones TT, Dutton PH, Balazs GH, Komoroske LM. Species and population specific gene expression in blood transcriptomes of marine turtles. BMC Genomics 2021; 22:346. [PMID: 33985425 PMCID: PMC8117300 DOI: 10.1186/s12864-021-07656-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 04/23/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Transcriptomic data has demonstrated utility to advance the study of physiological diversity and organisms' responses to environmental stressors. However, a lack of genomic resources and challenges associated with collecting high-quality RNA can limit its application for many wild populations. Minimally invasive blood sampling combined with de novo transcriptomic approaches has great potential to alleviate these barriers. Here, we advance these goals for marine turtles by generating high quality de novo blood transcriptome assemblies to characterize functional diversity and compare global transcriptional profiles between tissues, species, and foraging aggregations. RESULTS We generated high quality blood transcriptome assemblies for hawksbill (Eretmochelys imbricata), loggerhead (Caretta caretta), green (Chelonia mydas), and leatherback (Dermochelys coriacea) turtles. The functional diversity in assembled blood transcriptomes was comparable to those from more traditionally sampled tissues. A total of 31.3% of orthogroups identified were present in all four species, representing a core set of conserved genes expressed in blood and shared across marine turtle species. We observed strong species-specific expression of these genes, as well as distinct transcriptomic profiles between green turtle foraging aggregations that inhabit areas of greater or lesser anthropogenic disturbance. CONCLUSIONS Obtaining global gene expression data through non-lethal, minimally invasive sampling can greatly expand the applications of RNA-sequencing in protected long-lived species such as marine turtles. The distinct differences in gene expression signatures between species and foraging aggregations provide insight into the functional genomics underlying the diversity in this ancient vertebrate lineage. The transcriptomic resources generated here can be used in further studies examining the evolutionary ecology and anthropogenic impacts on marine turtles.
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Affiliation(s)
- Shreya M Banerjee
- Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA
| | - Jamie Adkins Stoll
- Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA
| | - Camryn D Allen
- Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA.,Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA
| | - Jennifer M Lynch
- Chemical Sciences Division, National Institute of Standards and Technology, Hawai'i Pacific University, Waimanalo, HI, USA
| | - Heather S Harris
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA
| | - Lauren Kenyon
- Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA
| | - Richard E Connon
- Department of Anatomy, Physiology and Cell Biology, University of California, Davis, Davis, CA, USA
| | - Eleanor J Sterling
- Center for Biodiversity and Conservation, American Museum of Natural History, New York, NY, USA
| | | | - Kathryn McFadden
- School of Agricultural, Forest, and Environmental Sciences, Clemson University, Clemson, SC, USA
| | - Margaret M Lamont
- United States Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL, USA
| | - James Benge
- Section of Molecular Biology, Division of Biological Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Nadia B Fernandez
- Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA
| | - Jeffrey A Seminoff
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA
| | - Scott R Benson
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Moss Landing, CA, 95039, USA.,Moss Landing Marine Laboratories, San Jose State University, Moss Landing, CA, 95039, USA
| | - Rebecca L Lewison
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Tomoharu Eguchi
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA
| | | | - Jessy R Hapdei
- Jessy's Tag Services, Saipan, Commonwealth of the Northern Mariana Islands, USA
| | - Marc R Rice
- Hawai'i Preparatory Academy, Kamuela, HI, USA
| | - Summer Martin
- Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA
| | - T Todd Jones
- Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA
| | - Peter H Dutton
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA
| | | | - Lisa M Komoroske
- Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA. .,Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA.
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Buchberger E, Reis M, Lu TH, Posnien N. Cloudy with a Chance of Insights: Context Dependent Gene Regulation and Implications for Evolutionary Studies. Genes (Basel) 2019; 10:E492. [PMID: 31261769 PMCID: PMC6678813 DOI: 10.3390/genes10070492] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 06/20/2019] [Accepted: 06/26/2019] [Indexed: 12/20/2022] Open
Abstract
Research in various fields of evolutionary biology has shown that divergence in gene expression is a key driver for phenotypic evolution. An exceptional contribution of cis-regulatory divergence has been found to contribute to morphological diversification. In the light of these findings, the analysis of genome-wide expression data has become one of the central tools to link genotype and phenotype information on a more mechanistic level. However, in many studies, especially if general conclusions are drawn from such data, a key feature of gene regulation is often neglected. With our article, we want to raise awareness that gene regulation and thus gene expression is highly context dependent. Genes show tissue- and stage-specific expression. We argue that the regulatory context must be considered in comparative expression studies.
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Affiliation(s)
- Elisa Buchberger
- University Göttingen, Göttingen Center for Molecular Biosciences (GZMB), Dpt. of Developmental Biology, Justus-von-Liebig-Weg 11, 37077 Göttingen, Germany.
| | - Micael Reis
- University Göttingen, Göttingen Center for Molecular Biosciences (GZMB), Dpt. of Developmental Biology, Justus-von-Liebig-Weg 11, 37077 Göttingen, Germany.
| | - Ting-Hsuan Lu
- University Göttingen, Göttingen Center for Molecular Biosciences (GZMB), Dpt. of Developmental Biology, Justus-von-Liebig-Weg 11, 37077 Göttingen, Germany.
- International Max Planck Research School for Genome Science, Am Fassberg 11, 37077 Göttingen, Germany.
| | - Nico Posnien
- University Göttingen, Göttingen Center for Molecular Biosciences (GZMB), Dpt. of Developmental Biology, Justus-von-Liebig-Weg 11, 37077 Göttingen, Germany.
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Kettler MK, Whitt GS. An apparent progressive and recurrent evolutionary restriction in tissue expression of a gene, the lactate dehydrogenase-C gene, within a family of bony fish (Salmoniformes: Umbridae). J Mol Evol 1986; 23:95-107. [PMID: 3091846 DOI: 10.1007/bf02099903] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Unexpectedly large differences in the tissue patterns of lactate dehydrogenase-C (Ldh-C) gene regulation were observed among species of fish within the family Umbridae (Salmoniformes). Normally, all the species within a family or order of advanced fishes exhibit the same, tissue-restricted pattern of L-lactate dehydrogenase C4 isozyme synthesis--either eye- or liver-restricted expression, but not both. However, within the Umbridae the more anciently derived species had a more generalized (primitive) tissue expression, whereas the more recently derived species had a more tissue-restricted expression, predominating in the eye. Given the relative divergence times among the species estimated by genetic distance (using 51 protein-coding loci), divergence from the presumed primitive expression of the Ldh-C gene appears to have been proceeding more rapidly in some species lineages than others. This narrowing of Ldh-C gene tissue regulatory specificity within the family Umbridae is similar to the general trend observed over much greater evolutionary times within the class of bony fishes. The results support the hypothesis of repeated evolutionary canalizations of Ldh-C gene regulation from the generalized tissue expression in more primitive species to a predictable tissue-restricted expression (in either eye or liver) in advanced species. Furthermore, in the Umbridae, this progressive restriction of tissue expression of isozymes has taken place during the evolution of both the Ldh-C and Ldh-B genes. These evolutionary trends in the regulation of isozyme-locus tissue expression in the bony fishes are consistent with either an intrinsically conditioned trend of change in gene regulation or with a response to natural selection.
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