Functional genomics of intraspecific variation in carbon and phosphorus kinetics in Daphnia
ABSTRACT Understanding how the genome interacts with the environment to produce a diversity of phenotypes is a central challenge in biology. However, we know little about how traits involved in nutrient processing interact with key ecological parameters, such as the supply of mineral nutrients, part...
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Veröffentlicht in: | Journal of experimental zoology. Part A, Ecological and integrative physiology Ecological and integrative physiology, 2014-08, Vol.321 (7), p.387-398 |
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container_title | Journal of experimental zoology. Part A, Ecological and integrative physiology |
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creator | Roy Chowdhury, Priyanka Lopez, Jacqueline A. Weider, Lawrence J. Colbourne, John K. Jeyasingh, Punidan D. |
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Understanding how the genome interacts with the environment to produce a diversity of phenotypes is a central challenge in biology. However, we know little about how traits involved in nutrient processing interact with key ecological parameters, such as the supply of mineral nutrients, particularly in animals. The framework of ecological stoichiometry uses information on the content of key elements such as carbon (C) and phosphorus (P) in individuals to predict the success of species. Nevertheless, intraspecific variation in content and the underlying mechanisms that generate such variation has been poorly explored. We studied two genotypes (G1 and G2) of Daphnia pulex that exhibit striking genotype × environment (G × E) interaction in response to shifts in dietary stoichiometry (C:P). G1 had higher fitness under C:P ∼ 100 diet, while G2 performed better in C:P ∼ 800. Dual 14C/33P radiotracer assays show that G1 was more efficient in C processing, while G2 was more efficient in P use. Microarrays revealed that after 3 days of incubation, the genotypes differentially expressed ∼25% (7,224) of the total genes on the array under C:P ∼ 100 diet, and ∼30% (8,880) of genes under C:P ∼ 800. These results indicate large differences in C and P use between two coexisting genotypes. Importantly, such physiological differences can arise via differential expression of the genome due to alterations in dietary stoichiometry. Basic frameworks such as ecological stoichiometry enable integration of physiological and transcriptomic data, and represent initial steps toward understanding the interplay between fundamental ecological parameters such as nutrient supply and important evolutionary processes such as G × E interactions. J. Exp. Zool. 321A: 387–398, 2014. © 2014 Wiley Periodicals, Inc. |
doi_str_mv | 10.1002/jez.1869 |
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Understanding how the genome interacts with the environment to produce a diversity of phenotypes is a central challenge in biology. However, we know little about how traits involved in nutrient processing interact with key ecological parameters, such as the supply of mineral nutrients, particularly in animals. The framework of ecological stoichiometry uses information on the content of key elements such as carbon (C) and phosphorus (P) in individuals to predict the success of species. Nevertheless, intraspecific variation in content and the underlying mechanisms that generate such variation has been poorly explored. We studied two genotypes (G1 and G2) of Daphnia pulex that exhibit striking genotype × environment (G × E) interaction in response to shifts in dietary stoichiometry (C:P). G1 had higher fitness under C:P ∼ 100 diet, while G2 performed better in C:P ∼ 800. Dual 14C/33P radiotracer assays show that G1 was more efficient in C processing, while G2 was more efficient in P use. Microarrays revealed that after 3 days of incubation, the genotypes differentially expressed ∼25% (7,224) of the total genes on the array under C:P ∼ 100 diet, and ∼30% (8,880) of genes under C:P ∼ 800. These results indicate large differences in C and P use between two coexisting genotypes. Importantly, such physiological differences can arise via differential expression of the genome due to alterations in dietary stoichiometry. Basic frameworks such as ecological stoichiometry enable integration of physiological and transcriptomic data, and represent initial steps toward understanding the interplay between fundamental ecological parameters such as nutrient supply and important evolutionary processes such as G × E interactions. J. Exp. Zool. 321A: 387–398, 2014. © 2014 Wiley Periodicals, Inc.</description><identifier>ISSN: 1932-5223</identifier><identifier>ISSN: 2471-5638</identifier><identifier>EISSN: 1932-5231</identifier><identifier>EISSN: 2471-5646</identifier><identifier>DOI: 10.1002/jez.1869</identifier><identifier>PMID: 24838198</identifier><language>eng</language><publisher>United States: Blackwell Publishing Ltd</publisher><subject>Animals ; Carbon - metabolism ; Daphnia - genetics ; Daphnia - metabolism ; Genomics ; Genotype ; Phosphorus - metabolism ; Protein Array Analysis ; Species Specificity ; Transcriptome</subject><ispartof>Journal of experimental zoology. Part A, Ecological and integrative physiology, 2014-08, Vol.321 (7), p.387-398</ispartof><rights>2014 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5239-30f220c12f2f6c4e57a82d1f43020c2eb485dbc0c08c8307eabe36f9b073e9f03</citedby><cites>FETCH-LOGICAL-c5239-30f220c12f2f6c4e57a82d1f43020c2eb485dbc0c08c8307eabe36f9b073e9f03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fjez.1869$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjez.1869$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1416,27923,27924,45573,45574</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24838198$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Roy Chowdhury, Priyanka</creatorcontrib><creatorcontrib>Lopez, Jacqueline A.</creatorcontrib><creatorcontrib>Weider, Lawrence J.</creatorcontrib><creatorcontrib>Colbourne, John K.</creatorcontrib><creatorcontrib>Jeyasingh, Punidan D.</creatorcontrib><title>Functional genomics of intraspecific variation in carbon and phosphorus kinetics in Daphnia</title><title>Journal of experimental zoology. Part A, Ecological and integrative physiology</title><addtitle>J. Exp. Zool</addtitle><description>ABSTRACT
Understanding how the genome interacts with the environment to produce a diversity of phenotypes is a central challenge in biology. However, we know little about how traits involved in nutrient processing interact with key ecological parameters, such as the supply of mineral nutrients, particularly in animals. The framework of ecological stoichiometry uses information on the content of key elements such as carbon (C) and phosphorus (P) in individuals to predict the success of species. Nevertheless, intraspecific variation in content and the underlying mechanisms that generate such variation has been poorly explored. We studied two genotypes (G1 and G2) of Daphnia pulex that exhibit striking genotype × environment (G × E) interaction in response to shifts in dietary stoichiometry (C:P). G1 had higher fitness under C:P ∼ 100 diet, while G2 performed better in C:P ∼ 800. Dual 14C/33P radiotracer assays show that G1 was more efficient in C processing, while G2 was more efficient in P use. Microarrays revealed that after 3 days of incubation, the genotypes differentially expressed ∼25% (7,224) of the total genes on the array under C:P ∼ 100 diet, and ∼30% (8,880) of genes under C:P ∼ 800. These results indicate large differences in C and P use between two coexisting genotypes. Importantly, such physiological differences can arise via differential expression of the genome due to alterations in dietary stoichiometry. Basic frameworks such as ecological stoichiometry enable integration of physiological and transcriptomic data, and represent initial steps toward understanding the interplay between fundamental ecological parameters such as nutrient supply and important evolutionary processes such as G × E interactions. J. Exp. Zool. 321A: 387–398, 2014. © 2014 Wiley Periodicals, Inc.</description><subject>Animals</subject><subject>Carbon - metabolism</subject><subject>Daphnia - genetics</subject><subject>Daphnia - metabolism</subject><subject>Genomics</subject><subject>Genotype</subject><subject>Phosphorus - metabolism</subject><subject>Protein Array Analysis</subject><subject>Species Specificity</subject><subject>Transcriptome</subject><issn>1932-5223</issn><issn>2471-5638</issn><issn>1932-5231</issn><issn>2471-5646</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10FtLwzAYBuAgimfwF0jBG2-qObVNLz1tc4zphSLoRUizL5rZtTVpPf16M5wTBC9CwseTl-RFaI_gI4IxPZ7C5xERab6CNknOaJxQRlaXZ8o20Jb3U4wTjnO-jjYoF0yQXGyih15X6dbWlSqjR6jqmdU-qk1kq9Yp34C2xuroVTmr5irMI61cEU6qmkTNU-3Dcp2Pnm0F7fxyEOeqeaqs2kFrRpUedhf7NrrtXdycDeLRVf_y7GQU6_DOPGbYUIo1oYaaVHNIMiXohBjOcBhTKLhIJoXGGgstGM5AFcBSkxc4Y5AbzLbR4Xdu4-qXDnwrZ9ZrKEtVQd15SRLOqCCc8EAP_tBp3bnw-aAynIpMZGn-G6hd7b0DIxtnZ8p9SILlvHAZCpfzwgPdXwR2xQwmS_jTcADxN3izJXz8GySHF_eLwIW3voX3pVfuWaYZyxJ5N-7L00H_etgbj-SYfQG78ZkJ</recordid><startdate>201408</startdate><enddate>201408</enddate><creator>Roy Chowdhury, Priyanka</creator><creator>Lopez, Jacqueline A.</creator><creator>Weider, Lawrence J.</creator><creator>Colbourne, John K.</creator><creator>Jeyasingh, Punidan D.</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7TK</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H94</scope><scope>H95</scope><scope>L.G</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>201408</creationdate><title>Functional genomics of intraspecific variation in carbon and phosphorus kinetics in Daphnia</title><author>Roy Chowdhury, Priyanka ; Lopez, Jacqueline A. ; Weider, Lawrence J. ; Colbourne, John K. ; Jeyasingh, Punidan D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5239-30f220c12f2f6c4e57a82d1f43020c2eb485dbc0c08c8307eabe36f9b073e9f03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Animals</topic><topic>Carbon - metabolism</topic><topic>Daphnia - genetics</topic><topic>Daphnia - metabolism</topic><topic>Genomics</topic><topic>Genotype</topic><topic>Phosphorus - metabolism</topic><topic>Protein Array Analysis</topic><topic>Species Specificity</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Roy Chowdhury, Priyanka</creatorcontrib><creatorcontrib>Lopez, Jacqueline A.</creatorcontrib><creatorcontrib>Weider, Lawrence J.</creatorcontrib><creatorcontrib>Colbourne, John K.</creatorcontrib><creatorcontrib>Jeyasingh, Punidan D.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of experimental zoology. Part A, Ecological and integrative physiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Roy Chowdhury, Priyanka</au><au>Lopez, Jacqueline A.</au><au>Weider, Lawrence J.</au><au>Colbourne, John K.</au><au>Jeyasingh, Punidan D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional genomics of intraspecific variation in carbon and phosphorus kinetics in Daphnia</atitle><jtitle>Journal of experimental zoology. Part A, Ecological and integrative physiology</jtitle><addtitle>J. Exp. Zool</addtitle><date>2014-08</date><risdate>2014</risdate><volume>321</volume><issue>7</issue><spage>387</spage><epage>398</epage><pages>387-398</pages><issn>1932-5223</issn><issn>2471-5638</issn><eissn>1932-5231</eissn><eissn>2471-5646</eissn><abstract>ABSTRACT
Understanding how the genome interacts with the environment to produce a diversity of phenotypes is a central challenge in biology. However, we know little about how traits involved in nutrient processing interact with key ecological parameters, such as the supply of mineral nutrients, particularly in animals. The framework of ecological stoichiometry uses information on the content of key elements such as carbon (C) and phosphorus (P) in individuals to predict the success of species. Nevertheless, intraspecific variation in content and the underlying mechanisms that generate such variation has been poorly explored. We studied two genotypes (G1 and G2) of Daphnia pulex that exhibit striking genotype × environment (G × E) interaction in response to shifts in dietary stoichiometry (C:P). G1 had higher fitness under C:P ∼ 100 diet, while G2 performed better in C:P ∼ 800. Dual 14C/33P radiotracer assays show that G1 was more efficient in C processing, while G2 was more efficient in P use. Microarrays revealed that after 3 days of incubation, the genotypes differentially expressed ∼25% (7,224) of the total genes on the array under C:P ∼ 100 diet, and ∼30% (8,880) of genes under C:P ∼ 800. These results indicate large differences in C and P use between two coexisting genotypes. Importantly, such physiological differences can arise via differential expression of the genome due to alterations in dietary stoichiometry. Basic frameworks such as ecological stoichiometry enable integration of physiological and transcriptomic data, and represent initial steps toward understanding the interplay between fundamental ecological parameters such as nutrient supply and important evolutionary processes such as G × E interactions. J. Exp. Zool. 321A: 387–398, 2014. © 2014 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>Blackwell Publishing Ltd</pub><pmid>24838198</pmid><doi>10.1002/jez.1869</doi><tpages>12</tpages></addata></record> |
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subjects | Animals Carbon - metabolism Daphnia - genetics Daphnia - metabolism Genomics Genotype Phosphorus - metabolism Protein Array Analysis Species Specificity Transcriptome |
title | Functional genomics of intraspecific variation in carbon and phosphorus kinetics in Daphnia |
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