| Literature DB >> 25717341 |
Melanie Schiffer1, Lars Harms2, Magnus Lucassen1, Felix Christopher Mark1, Hans-Otto Pörtner1, Daniela Storch1.
Abstract
INTRODUCTION: Exposure to elevated seawater PCO2 limits the thermal tolerance of crustaceans but the underlying mechanisms have not been comprehensively explored. Larval stages of crustaceans are even more sensitive to environmental hypercapnia and possess narrower thermal windows than adults.Entities:
Keywords: Climate change; Gene expression; Hyas araneus; Larvae; Ocean acidification; Thermal tolerance
Year: 2014 PMID: 25717341 PMCID: PMC4339425 DOI: 10.1186/s12983-014-0087-4
Source DB: PubMed Journal: Front Zool ISSN: 1742-9994 Impact factor: 3.172
Results of two-way repeated measures ANOVAs
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| Zoea I | Oxygen consumption | 0.723 | 1 | 0.411 | 32.838 | 6 |
| 1.709 | 6 | 0.133 |
| Zoea II | Oxygen consumption | 5.229 | 1 |
| 51.374 | 6 |
| 11.025 | 6 |
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| Megalopa | Oxygen consumption | 0.965 | 1 | 0.345 | 7.595 | 6 |
| 2.769 | 6 |
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| Zoea I | Heart rate | 0.000 | 1 | 0.978 | 32.255 | 6 |
| 0.712 | 6 | 0.642 |
| Zoea II | Heart rate | 0.001 | 1 | 0.974 | 41.980 | 6 |
| 18.755 | 6 |
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| Megalopa | Heart rate | 0.136 | 1 | 0.723 | 28.959 | 6 |
| 0.419 | 6 | 0.862 |
| Megalopa | Maxilliped beat rate | 1.277 | 1 | 0.295 | 4.789 | 6 |
| 0.433 | 6 | 0.852 |
| Zoea II | Maxilliped beat rate | 1.109 | 1 | 0.333 | 18.092 | 6 |
| 1.289 | 6 | 0.288 |
ANOVAs were conducted to investigate effects of CO2 and temperature on oxygen consumption (Figure 1A-C), heart rate (Figure 2A-C) and maxilliped beat rate (Figure 3A and B) of Hyas araneus zoea and megalopa larvae. Bold values indicate statistical significance.
Figure 1Temperature dependent oxygen consumption of zoea I (A), zoea II (B) and megalopa larvae (C) of Larvae were reared at two different seawater PCO2 (open circle: controls, 420 μatm CO2; closed circle: 3300 μatm CO2; Mean ± SE, N = 5-8). Asterisks indicate significant differences between treatments at the same experimental temperature. Different letters indicate significant differences between temperatures within one treatment (lowercase letters: 420 μatm CO2; uppercase letters: 3300 μatm CO2).
Figure 2Temperature dependent heart rate of zoea I (A), zoea II (B) and megalopa larvae (C) of Larvae were reared at two different seawater PCO2 (open circle: controls, 420 μatm CO2; closed circle: 3300 μatm CO2; Mean ± SE, N = 5-6). Different letters indicate significant differences between temperatures within one treatment (lowercase letters: 420 μatm CO2; uppercase letters: 3300 μatm CO2).
Figure 3Temperature dependent maxilliped beat rate of zoea I (A) and zoea II (B) of Larvae were reared at two different seawater PCO2 (open circle: controls, 420 μatm CO2; closed circle: 3300 μatm CO2. Mean ± SE, N = 4-6). Asterisks indicate significant differences between treatments at the same experimental temperature. Different letters indicate significant differences between temperatures within one treatment (lowercase letters: 420 μatm CO2; uppercase letters: 3300 μatm CO2).
Gene expression analysis: gene expression (quantities) in zoea and megalopa larvae of at different time points in development classified according to their function in cellular stress/heat shock response
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| HSP 70_1 | 0.39±0.02 | 1.85±0.29 |
| 0.36±0.03 | 0.42±0.06 | 1.72±0.10 |
| 2.09±0.20 |
| 0.77±0.07 | 0.66±0.10 | 1.31±0.08 |
| 1.76±0.07 |
| 0.27±0.03 | 0.25±0.01 | 1.00±0.16 |
| 1.51±0.11 |
| 0.19±0.01 | 0.24±0.03 | 1.04±0.10 |
| 0.94±0.21 |
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| HSP 70_2 | 0.92±0.14 | 2.14±0.38 |
| 0.84±0.07 | 1.01±0.11 | 1.97±0.15 |
| 2.19±0.08 |
| 0.47±0.01 | 0.40±0.02 | 1.11±0.13 | 0.88±0.06 | 0.69±0.05 | 0.83±0.04 | 1.46±0.14 |
| 1.91±0.11 |
| 0.71±0.05 | 0.73±0.04 | 1.59±0.08 |
| 1.40±0.09 |
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| HSP 70_3 | 0.39±0.10 | 1.19±0.19 |
| 0.56±0.07 | 1.03±0.25 | 1.55±0.25 |
| 1.87±0.29 |
| 0.85±0.03 | 0.77±0.10 | 1.18±0.13 |
| 1.08±0.07 |
| 0.64±0.12 | 0.71±0.04 | 1.15±0.04 |
| 1.56±0.12 |
| 0.44±0.05 | 0.64±0.03 | 1.05±0.17 |
| 1.17±0.16 |
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| HSP 70_4 | 0.94±0.27 | 2.17±0.41 | 0.84±0.05 | 1.56±0.24 |
| 1.87±0.17 |
| 2.43±0.19 |
| 0.75±0.04 | 0.81±0.10 | 1.23±0.15 |
| 1.81±0.11 |
| 0.69±0.04 | 0.88±0.07 | 1.31±0.03 |
| 1.58±0.13 |
| 0.51±0.03 | 0.89±0.10 | 1.71±0.23 |
| 1.41±0.18 |
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| HSP 90 | 1.01±0.32 | 1.82±0.29 | 0.94±0.09 | 1.10±0.16 | 1.90±0.22 |
| 2.13±0.19 |
| 1.26±0.05 | 1.11±0.22 | 1.41±0.16 | 1.84±0.04 |
| 0.81±0.04 | 0.69±0.03 | 1.19±0.04 |
| 1.63±0.07 |
| 0.55±0.02 | 0.66±0.07 | 1.89±0.19 |
| 1.40±0.11 |
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| HSP 26 | 1.18±0.24 | 2.16±0.37 | 1.08±0.18 | 2.00±0.29 |
| 0.97±0.22 | 1,48±0.36 | 1.47±0.09 | 1.68±0.37 | 0.80±0.07 | 1.16±0.09 | 2.23±0.10 | 2.03±0.13 | 1.69±0.08 |
| 1.61±0.12 |
| 1.28±0.08 | 1.57±0.05 | 1.22±0.13 | 1.28±0.09 | |||||||
| HSP 60 | 1.40±0.10 | 1.98±0.43 | 1.56±0.12 | 2.08±0.43 | 1.94±0.05 | 2.10±0.18 | 1.32±0.15 | 1.25±0.24 | 0.90±0.08 | 0.99±0.18 | 1.11±0.13 | 1.53±0.12 | 1.24±0.02 | 1.61±0.18 | 1.08±0.05 | 0.91±0.08 | 1.40±0.31 | 1.01±0.12 | ||||||||||
Larvae were reared at control PCO2 (C) and high PCO2 (CO2) at control temperature (10°C) or exposed to a heat shock for 5 h at 20°C. Arrow direction indicates significantly higher (upwards) or lower (downwards) gene expression between CO2 treatments at the same temperature or between temperatures within the same CO2 treatment. Black arrows: CO2 effect at the same temperature (10°C or 20°C). White arrows: heat shock effect. White/Black arrows in one direction indicate a combined effect of CO2 and heat shock.
Gene expression analysis: gene expression (quantities) in zoea and megalopa larvae of at different time points in development classified according to their function in acid-base regulation
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| CA | 1.59±0.26 | 2.06±0.39 | 1.50±0.14 | 1.78±0.24 | 1.52±0.18 | 1.65±0.11 | 1.31±0.10 | 1.58±0.07 |
| 1.10±0.08 | 1.23±0.06 |
| 2.20±0.09 | 1.55±0.08 |
| 1.74±0.08 |
| 1.62±0.06 | 1.35±0.06 | 0.99±0.10 |
| 1.26±0.07 | 1.24±0.05 |
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| NaK | 1.30±0.31 | 1.74±0.34 | 1.64±0.09 | 1.51±0.25 | 1.55±0.15 | 1.26±0.10 | 1.35±0.07 | 1.46±0.09 | 0.96±0.05 |
| 0.95±0.03 |
| 1.79±0.10 | 1.34±0.14 |
| 1.59±0.11 | 1.43±0.12 | 1.27±0.09 | 1.32±0.08 | 1.16±0.10 | 1.17±0.06 | |||||
| NBC | 1.24±0.30 | 2.04±0.37 | 1.82±0.08 | 1.44±0.20 | 1.87±0.15 | 1.24±0.10 |
| 1.25±0.09 | 1.65±0.04 |
| 1.15±0.05 | 1.51±0.04 |
| 1.90±0.34 | 0.89±0.05 |
| 1.02±0.18 |
| 0.88±0.04 | 1.29±0.05 | 1.49±0.06 |
| 1.33±0.03 | 1.37±0.04 | ||
| NKCC | 0.92±0.28 | 1.77±0.44 | 1.27±0.07 | 1.97±0.43 | 1.56±0.12 | 2.05±0.21 | 1.19±0.15 | 1.08±0.33 | 0.93±0.16 | 1.02±0.20 | 1.31±0.15 | 1.50±0.12 | 1.28±0.02 | 1.51±0.11 | 1.18±0.08 | 1.46±0.05 |
| 1.10±0.08 | 0.96±0.00 |
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Larvae were reared at control PCO2 (C) and high PCO2 (CO2) at control temperature (10°C) or exposed to a heat shock for 5 h at 20°C. Arrow direction indicates significantly higher (upwards) or lower (downwards) gene expression between CO2 treatments at the same temperature or between temperatures within the same CO2 treatment. Black arrows: CO2 effect at the same temperature (10°C or 20°C). White arrows: heat shock effect. White/Black arrows in one direction indicate a combined effect of CO2 and heat shock.
Gene expression analysis: gene expression (quantities) in zoea and megalopa larvae of at different time points in development classified according to their function in mitochondrial energy metabolism
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| PDH | 1.29±0.29 | 1.33±0.29 | 1.76±0.09 | 1.76±0.35 | 1.20±0.23 | 1.47±0.13 | 1.51±0.04 | 1.49±0.12 | 0.98±0.14 |
| 1.35±0.09 |
| 1.74±0.18 | 1.76±0.08 | 1.78±0.18 | 1.65±0.10 | 1.28±0.08 | 1.05±0.01 | 1.26±0.11 | 0.91±0.04 |
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| IDH | 1.52±0.20 | 2.13±0.37 | 1.70±0.04 | 2.75±0.37 | 1.79±0.09 | 2.25±0.07 | 2.02±0.12 | 1.89±0.07 | 1.83±0.15 | 1.66±0.06 | 1.45±0.10 | 1.53±0.05 | 1.17±0.06 |
| 1.64±0.05 |
| 1.45±0.08 | 1.39±0.04 | 1.54±0.06 | 1.29±0.07 |
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| NAD | 1.19±0.15 | 1.34±0.16 | 0.98±0.14 | 1.34±0.26 | 1.05±0.05 | 1.83±0.35 |
| 0.83±0.02 | 0.48±0.11 | 0.73±0.18 | 0.37±0.09 |
| 0.20±0.04 | 1.80±0.15 |
| 1.17±0.08 |
| 1.69±0.21 |
| 0.82±0.27 | 1.46±0.08 |
| 0.98±0.11 | 1.26±0.19 | |||||
| SDH | 1.55±0.15 | 2.07±0.41 | 1.69±0.10 | 2.31±0.29 |
| 1.84±0.12 | 2.14±0.14 | 1.37±0.08 | 1.58±0.06 |
| 1.11±0.09 |
| 1.34±0.03 |
| 1.77±0.15 | 1.54±0.05 | 1.60±0.06 | 1.60±0.06 | 1.29±0.02 | 1.35±0.09 | 1.38±0.04 | 1.31±0.07 | |||||||
| CCR | 1.27±0.28 | 2.04±0.37 | 1.49±0.15 | 2.12±0.32 | 1.68±0.13 | 1.72±0.11 | 1.43±0.12 | 1.36±0.12 | 0.99±0.07 |
| 1.56±0.05 |
| 1.28±0.12 | 1.46±0.05 | 1.65±0.14 |
| 1.64±0.08 | 1.43±0.11 | 1.37±0.08 | 1.57±0.12 | 1.16±0.05 |
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| COX | 1.38±0.27 | 2.07±0.38 | 1.73±0.11 | 2.47±0.45 |
| 0.85±0.13 |
| 1.33±0.10 |
| 1.38±0.12 | 1.18±0.08 | 0.53±0.04 |
| 1.00±0.10 |
| 1.37±0.21 | 2.36±0.09 |
| 1.60±0.19 | 1.56±0.07 |
| 1.16±0.15 | 1.53±0.14 | 1.00±0.09 | 0.79±0.04 |
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| atpA | 1.44±0.27 | 2.10±0.28 | 1.81±0.03 | 2.68±0.38 | 2.72±0.04 | 2.09±0.09 | 1.49±0.06 | 1.49±0.04 | 1.14±0.05 |
| 1.56±0.08 |
| 1.93±0.13 | 2.12±0.09 | 1.89±0.14 | 1.79±0.05 | 1.62±0.06 | 1.61±0.08 | 1.65±0.06 | 1.52±0.11 | |||||||||
Larvae were reared at control PCO2 (C) and high PCO2 (CO2) at control temperature (10°C) or exposed to a heat shock for 5 h at 20°C. Arrow direction indicates significantly higher (upwards) or lower (downwards) gene expression between CO2 treatments at the same temperature or between temperatures within the same CO2 treatment. Black arrows: CO2 effect at the same temperature (10°C or 20°C). White arrows: heat shock effect. White/Black arrows in one direction indicate a combined effect of CO2 and heat shock.
Results of two-way ANOVAs
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| Cellular stress/heat shock response | |||||||||||
| HSP70_1 | Zoea I | 15 | 165.2 | 1 |
| 3.3 | 1 | 0.088 | 1.8 | 1 | 0.198 |
| Zoea II | 3 | 104.8 | 1 |
| 4.2 | 1 | 0.056 | 12.1 | 1 |
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| Zoea II | 15 | 127.2 | 1 |
| 7.4 | 1 |
| 8.8 | 1 |
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| Megalopa | 3 | 42.8 | 1 |
| 0.05 | 1 | 0.823 | 0.4 | 1 | 0.535 | |
| HSP70_2 | Zoea I | 15 | 114.3 | 1 |
| 3.2 | 1 | 0.091 | 0.02 | 1 | 0.870 |
| Zoea II | 15 | 106.5 | 1 |
| 10.6 | 1 |
| 2.9 | 1 | 0.108 | |
| Megalopa | 3 | 136.8 | 1 |
| 1.5 | 1 | 0.232 | 2.5 | 1 | 0.129 | |
| HSP70_3 | Zoea I | 15 | 15.6 | 1 |
| 2.9 | 1 | 0.104 | 0.1 | 1 | 0.740 |
| Zoea II | 3 | 11.4 | 1 |
| 0.8 | 1 | 0.369 | 0.009 | 1 | 0.922 | |
| Zoea II | 15 | 43.8 | 1 |
| 5.4 | 1 |
| 2.67 | 1 | 0.128 | |
| Megalopa | 3 | 23.2 | 1 |
| 1.8 | 1 | 0.192 | 0.09 | 1 | 0.758 | |
| HSP70_4 | Zoea I | 15 | 29.5 | 1 |
| 13.4 | 1 |
| 0.1 | 1 | 0.668 |
| Zoea II | 3 | 45.0 | 1 |
| 8.7 | 1 |
| 5.4 | 1 | 0.333 | |
| Zoea II | 15 | 51.5 | 1 |
| 6.5 | 1 |
| 0.1 | 1 | 0.674 | |
| Megalopa | 3 | 30.0 | 1 |
| 0.05 | 1 | 0.813 | 4.6 | 1 |
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| HSP90 | Zoea I | 15 | 33.2 | 1 |
| 1.2 | 1 | 0.282 | 0.03 | 1 | 0.846 |
| Zoea II | 3 | 7.7 | 1 |
| 0.7 | 1 | 0.388 | 3.4 | 1 | 0.085 | |
| Zoea II | 15 | 171.4 | 1 |
| 10.1 | 1 |
| 30.4 | 1 | < | |
| Megalopa | 3 | 79.8 | 1 |
| 2.6 | 1 | 0.123 | 6.4 | 1 |
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| HSP26 | Zoea I | 15 | 1.2 | 1 | 0.283 | 6.4 | 1 |
| 0.5 | 1 | 0.477 |
| Zoea II | 15 | 15.2 | 1 |
| 1.3 | 1 | 0.267 | 0.2 | 1 | 0.660 | |
| Megalopa | 3 | 3.5 | 1 | 0.080 | 3.6 | 1 | 0.074 | 1.5 | 1 | 0.229 | |
| HSP60 | Zoea I | 15 | 0.6 | 1 | 0.430 | 1.9 | 1 | 0.182 | 0.5 | 1 | 0.473 |
| Zoea II | 3 | 3.8 | 1 | 0.068 | 0.003 | 1 | 0. .955 | 0.1 | 1 | 0.662 | |
| Zoea II | 15 | 0.5 | 1 | 0.491 | 7.2 | 1 |
| 0.03 | 1 | 0.857 | |
| Megalopa | 3 | 1.4 | 1 | 0.246 | 2.6 | 1 | 0.126 | 0.3 | 1 | 0.537 | |
| Acid–base regulation | |||||||||||
| CA | Zoea I | 15 | 0.1 | 1 | 0.746 | 1.3 | 1 | 0.257 | 0.1 | 1 | 0.670 |
| Zoea II | 3 | 12.9 | 1 |
| 6.5 | 1 |
| 0.8 | 1 | 0.383 | |
| Zoea II | 15 | 6.1 | 1 |
| 22.8 | 1 |
| 11.2 | 1 |
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| Megalopa | 3 | 1.1 | 1 | 0.302 | 6.9 | 1 |
| 5.0 | 1 |
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| NaK | Zoea I | 15 | 1.1 | 1 | 0.304 | 1.7 | 1 | 0.209 | 0.2 | 1 | 0.628 |
| Zoea II | 3 | 49.2 | 1 |
| 0.6 | 1 | 0.437 | 0.8 | 1 | 0.370 | |
| Zoea II | 15 | 0.2 | 1 | 0.662 | 5.9 | 1 |
| 1.3 | 1 | 0.272 | |
| Megalopa | 3 | 2.5 | 1 | 0.127 | 0.1 | 1 | 0.737 | 0.04 | 1 | 0.829 | |
| NBC | Zoea I | 15 | 0.3 | 1 | 0.579 | 12.8 | 1 |
| 0.7 | 1 | 0.393 |
| Zoea II | 3 | 3.7 | 1 | 0.074 | 35.8 | 1 |
| 0.06 | 1 | 0.800 | |
| Zoea II | 15 | 6.2 | 1 |
| 10.3 | 1 |
| 5.8 | 1 |
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| Megalopa | 3 | 0.7 | 1 | 0.403 | 6.5 | 1 |
| 3.1 | 1 | 0.095 | |
| NKCC | Zoea I | 15 | 0.5 | 1 | 0.471 | 5.6 | 1 |
| 0.1 | 1 | 0.670 |
| Zoea II | 3 | 0.4 | 1 | 0.490 | 0.003 | 1 | 0.955 | 0.1 | 1 | 0.666 | |
| Zoea II | 15 | 0.002 | 1 | 0.963 | 2.9 | 1 | 0.109 | 0.03 | 1 | 0.862 | |
| Megalopa | 3 | 18.3 | 1 |
| 1.0 | 1 | 0.333 | 9.7 | 1 |
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| Mitochondrial energy metabolism | |||||||||||
| PDH | Zoea I | 15 | 3.2 | 1 | 0.093 | 0.3 | 1 | 0.578 | 0.3 | 1 | 0.582 |
| Zoea II | 3 | 9.0 | 1 |
| 2.5 | 1 | 0.134 | 3.0 | 1 | 0.101 | |
| Zoea II | 15 | 0.07 | 1 | 0.794 | 0.1 | 1 | 0.69 | 0.3 | 1 | 0.577 | |
| Megalopa | 3 | 1.1 | 1 | 0.297 | 14.3 | 1 |
| 0.6 | 1 | 0.438 | |
| IDH | Zoea II | 3 | 4.9 | 1 |
| 2.4 | 1 | 0.144 | 0.03 | 1 | 0.862 |
| Zoea II | 15 | 1.2 | 1 | 0.285 | 13.8 | 1 |
| 6.9 | 1 |
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| Megalopa | 3 | 0.01 | 1 | 0.915 | 5.7 | 1 |
| 2.0 | 1 | 0.170 | |
| NAD | Zoea I | 15 | 1.4 | 1 | 0.247 | 6.0 | 1 |
| 0.8 | 1 | 0.379 |
| Zoea II | 3 | 0.7 | 1 | 0.388 | 9.1 | 1 |
| 0.003 | 1 | 0.953 | |
| Zoea II | 15 | 6.8 | 1 |
| 42.9 | 1 |
| 11.2 | 1 |
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| Megalopa | 3 | 0.01 | 1 | 0.919 | 6.3 | 1 |
| 0.9 | 1 | 0.348 | |
| SDH | Zoea I | 15 | 0.005 | 1 | 0.943 | 6.6 | 1 |
| 0.7 | 1 | 0.388 |
| Zoea II | 3 | 14.5 | 1 |
| 10.7 | 1 |
| 0.03 | 1 | 0.848 | |
| Zoea II | 15 | 0.3 | 1 | 0.565 | 1.6 | 1 | 0.221 | 1.6 | 1 | 0.221 | |
| Megalopa | 3 | 0.1 | 1 | 0.704 | 0.02 | 1 | 0.881 | 1.2 | 1 | 0.276 | |
| CCR | Zoea I | 15 | 0.2 | 1 | 0.604 | 2.9 | 1 | 0.105 | 2.2 | 1 | 0.155 |
| Zoea II | 3 | 1.7 | 1 | 0.210 | 7.2 | 1 |
| 11.2 | 1 |
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| Zoea II | 15 | 8.6 | 1 |
| 0.7 | 1 | 0.405 | 1.0 | 1 | 0.314 | |
| Megalopa | 3 | 0.1 | 1 | 0.721 | 6.1 | 1 |
| 3.4 | 1 | 0.082 | |
| COX | Zoea I | 15 | 16.7 | 1 |
| 6.1 | 1 |
| 0.3 | 1 | 0.589 |
| Zoea II | 3 | 32.2 | 1 |
| 2.0 | 1 | 0.168 | 13.7 | 1 |
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| Zoea II | 15 | 4.2 | 1 |
| 11.6 | 1 |
| 13.6 | 1 |
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| Megalopa | 3 | 15.9 | 1 |
| 0.4 | 1 | 0.491 | 6.4 | 1 |
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| atpA | Zoea II | 3 | 5.0 | 1 |
| 11.9 | 1 |
| 12.5 | 1 |
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| Zoea II | 15 | 3.4 | 1 | 0.088 | 0.2 | 1 | 0.661 | 2.1 | 1 | 0.169 | |
| Megalopa | 3 | 0.1 | 1 | 0.710 | 0.7 | 1 | 0.387 | 0.5 | 1 | 0.454 | |
ANOVAs were conducted to investigate the effects of heat shock and seawater CO2 on the gene expression of Hyas araneus zoea and megalopa larvae (significant differences are indicated by arrows in Tables 2, 3 and 4). Data for the expression of HSP70_2 and HSP26 in the zoea II larvae (day 3) and IDH and atpA in the zoea I larvae (day 15) were excluded as they did not meet the assumptions for a two-way ANOVA. Bold values indicate statistical significance.
Figure 4Conceptual model of ontogenetic changes in the thermal tolerance of . High seawater CO2 concentration mainly narrows the thermal tolerance of adults and zoea stages (dashed line), while the low thermal tolerance of megalopa larvae might not be further limited at high CO2.
Seawater parameters measured during incubation
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|---|---|---|---|---|---|
| Control | 10.0 ± 0.5 | 8.04 ± 0.03 | 2277 ± 25 | 428 ± 35 | 31.8 ± 0.3 |
| High CO2 | 10.0 ± 0.5 | 7.18 ± 0.03 | 2473 ± 67 | 3390 ± 169 | 31.8 ± 0.3 |
Values are given in mean ± SD. N = 5 pHT: pH total scale; DIC: dissolved inorganic carbon; PCO2: partial pressure of CO2.
Primers of 21 genes used for RT-qPCR
|
|
|
|
|
|---|---|---|---|
| Cellular stress/heat shock response | |||
| HSP 26 | Heat shock protein 26 | F_AGGCAAGAGGCCGACAGA | 1.98 |
| B_AAGCGGCGGTTGAAACG | |||
| HSP 60 | Heat shock protein 60 | F_GCCAACGGCACCTTCGT | 1.99 |
| B_CCTTGGTGGGATCGATGATT | |||
| HSP 70_1 | Heat shock protein 70 | F_AGCACTTCGTCGGCTAAGGA | 2.01 |
| B_CCTGGGCAGATGATGAAAGAG | |||
| HSP 70_2 | Heat shock protein 70 | F_GTGTGGGCGTGTTCAAGAATG | 2.03 |
| B_CGGTTGCCCTGGTCGTT | |||
| HSP 70_3 | Heat shock protein 70 | F_CAACGTGCTCATCTTCGATCTG | 1.98 |
| B_CTCGATGGTCAGGATGGATACA | |||
| HSP 70_4 | Heat shock protein 70 | F_CCAACATGTCGGGAGAGATGA | 2.00 |
| B_CATGAGCGTTCCCCTAGGAA | |||
| HSP 90 | Heat shock protein 90 | F_GACACATCCACCATGGGATACA | 2.03 |
| B_TGCTGTGGTCTGGGTTGATC | |||
| Acid–base regulation | |||
| CA | Carbonic anhydrase | F_TACGTGTCGGCCGATAGCA | 1.92 |
| B_AAAGTCCGACCCGCTTCAC | |||
| NBC | Sodium bicarbonate cotransporter | F_CCGCCGTCATTGTCAACAG | 2.01 |
| B_TGGTATCCGCCACCCTTCT | |||
| NKA | Sodium potassium ATPase | F_CCCCGAGAGGATCCTTGAAC | 2.06 |
| B_AGGCTTCTCCTCGCCATTC | |||
| NKCC | Sodium potassium chloride cotransporter | F_GGGCAAGGACATCAGAAAGG | 1.96 |
| B_TCTACTTCACGGCGGAGCTT | |||
| NHE | Sodium hydrogen exchanger | F_GCGGAGACCTGCTGGCTAT | 1.99 |
| B_CGACTTGGCTAACACGTATTGG | |||
| VA | V1-ATPase | F_CACCCCATCCCCGATCTC | 1.96 |
| B_CTGCCGCTCCACGTAGATTT | |||
| Mitochondrial energy metabolism | |||
| atpA | ATP synthase | F_GGTGAATACTTCCGCGACAAC | 1.96 |
| B_TGCTTGGACAGATCGTCGTAGA | |||
| CCR | Cytochrome C reductase | F_GATCAGACCCAGACCAGTCCTT | 1.99 |
| B_CATAGCGCCGGAGGTGTT | |||
| COX | Cytochrome C oxidase | F_CGCTGCAGATGTTATTCACTCAT | 1.99 |
| B_TCCAGGGATAGCATCAGCTTTT | |||
| IDH | Isocitrate dehydrogenase | F_TGGCTCAAAAGAGGACCTATGCA | 1.95 |
| B_CCACCACCGGGTTCTTCAC | |||
| NAD | NADH dehydrogenase | F_CCCATAATTAACATCTCGGCAA | 1.98 |
| B_CTGCCCACATTGATTTAGCTTTT | |||
| SDH | Succinate dehydrogenase | F_CTCCGAGGAGAGGCTCAAGA | 2.02 |
| B_GGTGTGGCAGCGGTATACG | |||
| PDH | Pyruvate dehydrogenase | F_CTGGACGAGGAGACCATCGT | 2.02 |
| B_TCCACCGTCACCAGGTTGT | |||
| Potential housekeeping | |||
| Tub | Tubulin | F_GAGGACGCGGCCAACA | 2.03 |
| B_GACAATTTCCTTGCCGATGGT |
Genes were classified according to their function into cellular stress/heat shock response, acid–base regulation and mitochondrial energy metabolism.