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Brennan, Reid S; deMayo, James A; Dam, Hans G; Finiguerra, Michael B; Baumann, Hannes; Buffalo, Vince; Pespeni, Melissa H (2022): Seawater carbonate chemistry for the transgenerational experiment on synergistic genomic mechanisms of adaptation to ocean warming and acidification in a marine copepod [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.953111

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Abstract:
Metazoan adaptation to global change relies on selection of standing genetic variation. Determining the extent to which this variation exists in natural populations, particularly for responses to simultaneous stressors, is essential to make accurate predictions for persistence in future conditions. Here, we identified the genetic variation enabling the copepod Acartia tonsa to adapt to experimental ocean warming, acidification, and combined ocean warming and acidification (OWA) over 25 generations of continual selection. Replicate populations showed a consistent polygenic response to each condition, targeting an array of adaptive mechanisms including cellular homeostasis, development, and stress response. We used a genome-wide covariance approach to partition the allelic changes into three categories: selection, drift and replicate-specific selection, and laboratory adaptation responses. The majority of allele frequency change in warming (57%) and OWA (63%) was driven by shared selection pressures across replicates, but this effect was weaker under acidification alone (20%). OWA and warming shared 37% of their response to selection but OWA and acidification shared just 1%, indicating that warming is the dominant driver of selection in OWA. Despite the dominance of warming, the interaction with acidification was still critical as the OWA selection response was highly synergistic with 47% of the allelic selection response unique from either individual treatment. These results disentangle how genomic targets of selection differ between single and multiple stressors and demonstrate the complexity that nonadditive multiple stressors will contribute to predictions of adaptation to complex environmental shifts caused by global change.
Keyword(s):
Acartia tonsa; Animalia; Arthropoda; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Gene expression (incl. proteomics); Laboratory experiment; North Atlantic; Pelagos; Salinity; Single species; Temperate; Temperature; Zooplankton
Supplement to:
Brennan, Reid S; deMayo, James A; Dam, Hans G; Finiguerra, Michael B; Baumann, Hannes; Buffalo, Vince; Pespeni, Melissa H (2022): Experimental evolution reveals the synergistic genomic mechanisms of adaptation to ocean warming and acidification in a marine copepod. Proceedings of the National Academy of Sciences, 119(38), e2201521119, https://doi.org/10.1073/pnas.2201521119
Further details:
Brennan, Reid S (2022): Acartia tonsa 25 generation experimental evolution. Zenodo, https://doi.org/10.5281/zenodo.5093796
Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James (2021): seacarb: seawater carbonate chemistry with R. R package version 3.2.16. https://cran.r-project.org/web/packages/seacarb/index.html
Coverage:
Latitude: 41.320725 * Longitude: -72.001643
Date/Time Start: 2016-06-01T00:00:00 * Date/Time End: 2016-06-30T00:00:00
Event(s):
Esker_Point_Beach * Latitude: 41.320725 * Longitude: -72.001643 * Date/Time Start: 2016-06-01T00:00:00 * Date/Time End: 2016-06-30T00:00:00
Comment:
In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2021) 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 2022-12-23.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
TypeTypeBrennan, Reid SStudy
Species, unique identificationSpecies UIDBrennan, Reid S
Species, unique identification (URI)Species UID (URI)Brennan, Reid S
Species, unique identification (Semantic URI)Species UID (Semantic URI)Brennan, Reid S
Measurement identificationMeasurement IDBrennan, Reid S
Treatment: temperatureT:temp°CBrennan, Reid S
Treatment: pHT:pHBrennan, Reid S
Treatment: partial pressure of carbon dioxideT:pCO2µatmBrennan, Reid S
SalinitySalBrennan, Reid S
10 Alkalinity, totalATµmol/kgBrennan, Reid S
11 Alkalinity, total, standard deviationAT std dev±Brennan, Reid S
12 Alkalinity, total, standard errorAT std e±Brennan, Reid S
13 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmBrennan, Reid SCalculated using CO2SYS
14 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Brennan, Reid SCalculated using CO2SYS
15 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air), standard errorpCO2water_SST_wet std e±Brennan, Reid SCalculated using CO2SYS
16 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmBrennan, Reid SCalculated using CO2SYS
17 Fugacity of carbon dioxide in seawater, standard deviationfCO2 std dev±Brennan, Reid SCalculated using CO2SYS
18 Fugacity of carbon dioxide in seawater, standard errorfCO2 std e±Brennan, Reid SCalculated using CO2SYS
19 Aragonite saturation stateOmega ArgBrennan, Reid SCalculated using CO2SYS
20 Aragonite saturation state, standard deviationOmega Arg std dev±Brennan, Reid SCalculated using CO2SYS
21 Aragonite saturation state, standard errorOmega Arg std e±Brennan, Reid SCalculated using CO2SYS
22 Calcite saturation stateOmega CalBrennan, Reid SCalculated using CO2SYS
23 Calcite saturation state, standard deviationOmega Cal std dev±Brennan, Reid SCalculated using CO2SYS
24 Calcite saturation state, standard errorOmega Cal std e±Brennan, Reid SCalculated using CO2SYS
25 Carbon, inorganic, dissolvedDICµmol/kgBrennan, Reid SCalculated using CO2SYS
26 Carbon, inorganic, dissolved, standard deviationDIC std dev±Brennan, Reid SCalculated using CO2SYS
27 Carbon, inorganic, dissolved, standard errorDIC std e±Brennan, Reid SCalculated using CO2SYS
28 ReplicatesRepl#Brennan, Reid S
29 Temperature, waterTemp°CBrennan, Reid S
30 Temperature, water, standard deviationTemp std dev±Brennan, Reid S
31 ReplicatesRepl#Brennan, Reid S
32 Temperature, water, standard errorT std e±Brennan, Reid S
33 pHpHBrennan, Reid SNBS scale
34 pH, standard deviationpH std dev±Brennan, Reid SNBS scale
35 ReplicatesRepl#Brennan, Reid S
36 pH, standard errorpH std e±Brennan, Reid S
37 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmBrennan, Reid S
38 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Brennan, Reid S
39 ReplicatesRepl#Brennan, Reid S
40 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air), standard errorpCO2water_SST_wet std e±Brennan, Reid S
41 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
42 pHpHYang, YanCalculated using seacarb after Nisumaa et al. (2010)total scale
43 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
44 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
45 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
46 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
47 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
48 Carbon, inorganic, dissolvedDICµmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
49 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
50 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
576 data points

Data

Download dataset as tab-delimited text — use the following character encoding:


Type
(Study)

Species UID

Species UID (URI)

Species UID (Semantic URI)

Measurement ID

T:temp [°C]

T:pH

T:pCO2 [µatm]

Sal
10 
AT [µmol/kg]
11 
AT std dev [±]
12 
AT std e [±]
13 
pCO2water_SST_wet [µatm]
(Calculated using CO2SYS)
14 
pCO2 std dev [±]
(Calculated using CO2SYS)
15 
pCO2water_SST_wet std e [±]
(Calculated using CO2SYS)
16 
fCO2water_SST_wet [µatm]
(Calculated using CO2SYS)
17 
fCO2 std dev [±]
(Calculated using CO2SYS)
18 
fCO2 std e [±]
(Calculated using CO2SYS)
19 
Omega Arg
(Calculated using CO2SYS)
20 
Omega Arg std dev [±]
(Calculated using CO2SYS)
21 
Omega Arg std e [±]
(Calculated using CO2SYS)
22 
Omega Cal
(Calculated using CO2SYS)
23 
Omega Cal std dev [±]
(Calculated using CO2SYS)
24 
Omega Cal std e [±]
(Calculated using CO2SYS)
25 
DIC [µmol/kg]
(Calculated using CO2SYS)
26 
DIC std dev [±]
(Calculated using CO2SYS)
27 
DIC std e [±]
(Calculated using CO2SYS)
28 
Repl [#]
29 
Temp [°C]
30 
Temp std dev [±]
31 
Repl [#]
32 
T std e [±]
33 
pH
(NBS scale)
34 
pH std dev [±]
(NBS scale)
35 
Repl [#]
36 
pH std e [±]
37 
pCO2water_SST_wet [µatm]
38 
pCO2 std dev [±]
39 
Repl [#]
40 
pCO2water_SST_wet std e [±]
41 
CSC flag
(Calculated using seacarb afte...)
42 
pH
(total scale, Calculated using...)
43 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
44 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
45 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
46 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
47 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
48 
DIC [µmol/kg]
(Calculated using seacarb afte...)
49 
Omega Arg
(Calculated using seacarb afte...)
50 
Omega Cal
(Calculated using seacarb afte...)
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629011188.240031208610634821347212.400.2000.0093.800.0200.010187295318.080.3683101650.0286738.280.1011901650.007878380.9449.29688916.432290268.159.70277.50278.471644.27178.121832.102.804.37
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629011187.52000312106106206210620561060.570.0060.0030.880.0060.0032125106317.950.3027561650.0235707.530.0825981650.0064302245.09276.60750995.202490267.4066.921906.581913.252010.6438.542116.100.610.95
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629011228.2400312146231336642364422.800.0400.0204.300.0500.03019022112321.901.0980831670.0849728.250.1040031670.008048377.1717.6734395.891142268.129.94316.17317.221674.52191.841876.303.074.74
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629011227.52000312170106220910622011060.680.0060.0031.000.0060.0032178106321.940.3349431690.0257657.570.0795191690.0061172358.12120.80670940.268890267.4458.211853.681859.852049.7749.122157.100.791.21
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629012188.2400362830119694461064451063.600.3000.1005.600.4000.20025169253318.080.3683101650.0286738.280.1011901650.007878380.9449.29688916.432290268.1612.13356.43357.672183.37270.702466.204.166.42
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629012187.52000352748191526133117260430170.810.0100.0071.200.0200.01027642012317.950.3027561650.0235707.530.0825981650.0064302245.09276.60750995.202490267.4182.852412.902421.352614.3955.852753.100.861.33
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629012228.2400332401271540053399533.300.0400.0205.000.0600.03021212514321.901.0980831670.0849728.250.1040031670.008048377.1717.6734395.891142268.1210.75345.52346.671856.17224.582091.503.565.47
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629012227.52000352466563324416638243366380.820.0200.0091.300.0200.00924665933321.940.3349431690.0257657.570.0795191690.0061172358.12120.80670940.268890267.4462.742040.942047.732316.2161.752440.700.971.48
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629013188.24003120956334832348322.400.0200.0103.800.0300.020187795318.080.3683101650.0286738.280.1011901650.007878380.9449.29688916.432290268.159.74278.68279.651651.60178.951840.302.824.39
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629013187.52000312103632059632052630.570.0060.0030.890.0060.003212163317.950.3027561650.0235707.530.0825981650.0064302245.09276.60750995.202490267.4066.851904.491911.162007.7838.472113.100.610.94
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629013228.240033220011636621364213.000.0200.0094.600.0200.0101936106321.901.0980831670.0849728.250.1040031670.008048377.1717.6734395.891142268.129.81315.48316.531694.42204.971909.203.254.99
laboratoryAcartia tonsa cryophyllamarinespecies.orgurn:lsid:marinespecies.org:taxname:3629013227.52000342443623624226035241660340.810.0300.0201.200.0400.02024446236321.940.3349431690.0257657.570.0795191690.0061172358.12120.80670940.268890267.4462.972037.572044.352298.4459.692421.100.941.44