Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51
Heterosigma akashiwo is a raphidophyte known for forming ichthyotoxic blooms. In order to predict the potential impacts of rising CO2 on H. akashiwo it is necessary to understand the factors influencing growth rates over a range of CO2 concentrations. Here we examined the physiology and gene express...
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Format: | Dataset |
Language: | English |
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PANGAEA - Data Publisher for Earth & Environmental Science
2019
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Subjects: | |
Online Access: | https://dx.doi.org/10.1594/pangaea.911407 https://doi.pangaea.de/10.1594/PANGAEA.911407 |
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ftdatacite:10.1594/pangaea.911407 |
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record_format |
openpolar |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
Biomass/Abundance/Elemental composition Bottles or small containers/Aquaria <20 L Chromista Growth/Morphology Heterosigma akashiwo Laboratory experiment Laboratory strains Not applicable Ochrophyta Pelagos Phytoplankton Primary production/Photosynthesis Single species Type Species Registration number of species Uniform resource locator/link to reference Sample ID Treatment Growth rate Cell density Cell density, standard deviation Carbon per cell Carbon per cell, standard deviation Nitrogen per cell Nitrogen per cell, standard deviation Carbon/Nitrogen ratio Chlorophyll a Chlorophyll a per cell Hydrogen peroxide Hydrogen peroxide per cell Primary production of carbon per chlorophyll a Identification Experiment pH pH, standard deviation Alkalinity, total Alkalinity, total, standard deviation Partial pressure of carbon dioxide water at sea surface temperature wet air Partial pressure of carbon dioxide, standard deviation Temperature, water Salinity Phosphate Carbonate system computation flag Carbon dioxide Fugacity of carbon dioxide water at sea surface temperature wet air Bicarbonate ion Carbonate ion Carbon, inorganic, dissolved Aragonite saturation state Calcite saturation state Spectrophotometric Potentiometric titration Calculated using CO2calc Calculated using seacarb after Nisumaa et al. 2010 Ocean Acidification International Coordination Centre OA-ICC |
spellingShingle |
Biomass/Abundance/Elemental composition Bottles or small containers/Aquaria <20 L Chromista Growth/Morphology Heterosigma akashiwo Laboratory experiment Laboratory strains Not applicable Ochrophyta Pelagos Phytoplankton Primary production/Photosynthesis Single species Type Species Registration number of species Uniform resource locator/link to reference Sample ID Treatment Growth rate Cell density Cell density, standard deviation Carbon per cell Carbon per cell, standard deviation Nitrogen per cell Nitrogen per cell, standard deviation Carbon/Nitrogen ratio Chlorophyll a Chlorophyll a per cell Hydrogen peroxide Hydrogen peroxide per cell Primary production of carbon per chlorophyll a Identification Experiment pH pH, standard deviation Alkalinity, total Alkalinity, total, standard deviation Partial pressure of carbon dioxide water at sea surface temperature wet air Partial pressure of carbon dioxide, standard deviation Temperature, water Salinity Phosphate Carbonate system computation flag Carbon dioxide Fugacity of carbon dioxide water at sea surface temperature wet air Bicarbonate ion Carbonate ion Carbon, inorganic, dissolved Aragonite saturation state Calcite saturation state Spectrophotometric Potentiometric titration Calculated using CO2calc Calculated using seacarb after Nisumaa et al. 2010 Ocean Acidification International Coordination Centre OA-ICC Hennon, Gwenn M M Williamson, Olivia M Hernández Limón, María D Haley, Sheean T Dyhrman, Sonya T Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
topic_facet |
Biomass/Abundance/Elemental composition Bottles or small containers/Aquaria <20 L Chromista Growth/Morphology Heterosigma akashiwo Laboratory experiment Laboratory strains Not applicable Ochrophyta Pelagos Phytoplankton Primary production/Photosynthesis Single species Type Species Registration number of species Uniform resource locator/link to reference Sample ID Treatment Growth rate Cell density Cell density, standard deviation Carbon per cell Carbon per cell, standard deviation Nitrogen per cell Nitrogen per cell, standard deviation Carbon/Nitrogen ratio Chlorophyll a Chlorophyll a per cell Hydrogen peroxide Hydrogen peroxide per cell Primary production of carbon per chlorophyll a Identification Experiment pH pH, standard deviation Alkalinity, total Alkalinity, total, standard deviation Partial pressure of carbon dioxide water at sea surface temperature wet air Partial pressure of carbon dioxide, standard deviation Temperature, water Salinity Phosphate Carbonate system computation flag Carbon dioxide Fugacity of carbon dioxide water at sea surface temperature wet air Bicarbonate ion Carbonate ion Carbon, inorganic, dissolved Aragonite saturation state Calcite saturation state Spectrophotometric Potentiometric titration Calculated using CO2calc Calculated using seacarb after Nisumaa et al. 2010 Ocean Acidification International Coordination Centre OA-ICC |
description |
Heterosigma akashiwo is a raphidophyte known for forming ichthyotoxic blooms. In order to predict the potential impacts of rising CO2 on H. akashiwo it is necessary to understand the factors influencing growth rates over a range of CO2 concentrations. Here we examined the physiology and gene expression response of H. akashiwo to concentrations from 200 to 1000 ppm CO2. Growth rate data were combined from this and previous studies and fit with a CO2 limitation-inhibition model that revealed an apparent growth optimum around 600–800 ppm CO2. Physiological changes included a significant increase in C:N ratio at 800 ppm CO2 and a significant decrease in hydrogen peroxide concentration at 1000 ppm. Whole transcriptome sequencing of H. akashiwo revealed sharp distinctions in metabolic pathway gene expression between 600 and 800 ppm CO2. Hierarchical clustering by co-expression identified groups of genes with significant correlations to CO2 and growth rate. Genes with significant differential expression with CO2 included carbon concentrating mechanism genes such as beta-carbonic anhydrases and a bicarbonate transporter, which may underpin shifts in physiology. Genes involved in cell motility were significantly changed by both elevated CO2 and growth rate, suggesting that future ocean conditions could modify swimming behavior in this species. : In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2019) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2020-01-28. |
format |
Dataset |
author |
Hennon, Gwenn M M Williamson, Olivia M Hernández Limón, María D Haley, Sheean T Dyhrman, Sonya T |
author_facet |
Hennon, Gwenn M M Williamson, Olivia M Hernández Limón, María D Haley, Sheean T Dyhrman, Sonya T |
author_sort |
Hennon, Gwenn M M |
title |
Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
title_short |
Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
title_full |
Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
title_fullStr |
Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
title_full_unstemmed |
Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 |
title_sort |
seawater carbonate chemistry and growth rates, physiology, and geneexpression of heterosigma akashiwo, supplement to: hennon, gwenn m m; williamson, olivia m; hernández limón, maría d; haley, sheean t; dyhrman, sonya t (2019): non-linear physiology and gene expression responses of harmful alga heterosigma akashiwo to rising co2. protist, 170(1), 38-51 |
publisher |
PANGAEA - Data Publisher for Earth & Environmental Science |
publishDate |
2019 |
url |
https://dx.doi.org/10.1594/pangaea.911407 https://doi.pangaea.de/10.1594/PANGAEA.911407 |
long_lat |
ENVELOPE(-65.383,-65.383,-67.717,-67.717) |
geographic |
Williamson |
geographic_facet |
Williamson |
genre |
Ocean acidification |
genre_facet |
Ocean acidification |
op_relation |
https://CRAN.R-project.org/package=seacarb https://dx.doi.org/10.1016/j.protis.2018.10.002 https://CRAN.R-project.org/package=seacarb |
op_rights |
Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1594/pangaea.911407 https://doi.org/10.1016/j.protis.2018.10.002 |
_version_ |
1766158606997127168 |
spelling |
ftdatacite:10.1594/pangaea.911407 2023-05-15T17:51:27+02:00 Seawater carbonate chemistry and growth rates, physiology, and geneexpression of Heterosigma akashiwo, supplement to: Hennon, Gwenn M M; Williamson, Olivia M; Hernández Limón, María D; Haley, Sheean T; Dyhrman, Sonya T (2019): Non-linear Physiology and Gene Expression Responses of Harmful Alga Heterosigma akashiwo to Rising CO2. Protist, 170(1), 38-51 Hennon, Gwenn M M Williamson, Olivia M Hernández Limón, María D Haley, Sheean T Dyhrman, Sonya T 2019 text/tab-separated-values https://dx.doi.org/10.1594/pangaea.911407 https://doi.pangaea.de/10.1594/PANGAEA.911407 en eng PANGAEA - Data Publisher for Earth & Environmental Science https://CRAN.R-project.org/package=seacarb https://dx.doi.org/10.1016/j.protis.2018.10.002 https://CRAN.R-project.org/package=seacarb Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Biomass/Abundance/Elemental composition Bottles or small containers/Aquaria <20 L Chromista Growth/Morphology Heterosigma akashiwo Laboratory experiment Laboratory strains Not applicable Ochrophyta Pelagos Phytoplankton Primary production/Photosynthesis Single species Type Species Registration number of species Uniform resource locator/link to reference Sample ID Treatment Growth rate Cell density Cell density, standard deviation Carbon per cell Carbon per cell, standard deviation Nitrogen per cell Nitrogen per cell, standard deviation Carbon/Nitrogen ratio Chlorophyll a Chlorophyll a per cell Hydrogen peroxide Hydrogen peroxide per cell Primary production of carbon per chlorophyll a Identification Experiment pH pH, standard deviation Alkalinity, total Alkalinity, total, standard deviation Partial pressure of carbon dioxide water at sea surface temperature wet air Partial pressure of carbon dioxide, standard deviation Temperature, water Salinity Phosphate Carbonate system computation flag Carbon dioxide Fugacity of carbon dioxide water at sea surface temperature wet air Bicarbonate ion Carbonate ion Carbon, inorganic, dissolved Aragonite saturation state Calcite saturation state Spectrophotometric Potentiometric titration Calculated using CO2calc Calculated using seacarb after Nisumaa et al. 2010 Ocean Acidification International Coordination Centre OA-ICC Supplementary Dataset dataset Dataset 2019 ftdatacite https://doi.org/10.1594/pangaea.911407 https://doi.org/10.1016/j.protis.2018.10.002 2022-02-08T16:27:35Z Heterosigma akashiwo is a raphidophyte known for forming ichthyotoxic blooms. In order to predict the potential impacts of rising CO2 on H. akashiwo it is necessary to understand the factors influencing growth rates over a range of CO2 concentrations. Here we examined the physiology and gene expression response of H. akashiwo to concentrations from 200 to 1000 ppm CO2. Growth rate data were combined from this and previous studies and fit with a CO2 limitation-inhibition model that revealed an apparent growth optimum around 600–800 ppm CO2. Physiological changes included a significant increase in C:N ratio at 800 ppm CO2 and a significant decrease in hydrogen peroxide concentration at 1000 ppm. Whole transcriptome sequencing of H. akashiwo revealed sharp distinctions in metabolic pathway gene expression between 600 and 800 ppm CO2. Hierarchical clustering by co-expression identified groups of genes with significant correlations to CO2 and growth rate. Genes with significant differential expression with CO2 included carbon concentrating mechanism genes such as beta-carbonic anhydrases and a bicarbonate transporter, which may underpin shifts in physiology. Genes involved in cell motility were significantly changed by both elevated CO2 and growth rate, suggesting that future ocean conditions could modify swimming behavior in this species. : In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2019) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2020-01-28. Dataset Ocean acidification DataCite Metadata Store (German National Library of Science and Technology) Williamson ENVELOPE(-65.383,-65.383,-67.717,-67.717) |