| Literature DB >> 30643693 |
Robert J Holmberg1, Eric Wilcox-Freeburg1, Andrew L Rhyne2,3, Michael F Tlusty1, Alan Stebbins1, Steven W Nye1, Aaron Honig1, Amy E Johnston1, Christine M San Antonio1, Bradford Bourque3, Robyn E Hannigan1.
Abstract
Ocean acidification, the ongoing decline of surface ocean pH and [CO 3 2 - ] due to absorption of surplus atmospheric CO2, has far-reaching consequences for marine biota, especially calcifiers. Among these are teleost fishes, which internally calcify otoliths, critical elements of the inner ear and vestibular system. There is evidence in the literature that ocean acidification increases otolith size and alters shape, perhaps impacting otic mechanics and thus sensory perception. Here, larval Clark's anemonefish, Amphiprion clarkii (Bennett, 1830), were reared in various seawater pCO2/pH treatments analogous to future ocean scenarios. At the onset of metamorphosis, all otoliths were removed from each individual fish and analyzed for treatment effects on morphometrics including area, perimeter, and circularity; scanning electron microscopy was used to screen for evidence of treatment effects on lateral development, surface roughness, and vaterite replacement. The results corroborate those of other experiments with other taxa that observed otolith growth with elevated pCO2, and provide evidence that lateral development and surface roughness increased as well. Both sagittae exhibited increasing area, perimeter, lateral development, and roughness; left lapilli exhibited increasing area and perimeter while right lapilli exhibited increasing lateral development and roughness; and left asterisci exhibited increasing perimeter, roughness, and ellipticity with increasing pCO2. Right lapilli and left asterisci were only impacted by the most extreme pCO2 treatment, suggesting they are resilient to any conditions short of aragonite undersaturation, while all other impacted otoliths responded to lower concentrations. Finally, fish settlement competency at 10 dph was dramatically reduced, and fish standard length marginally reduced with increasing pCO2. Increasing abnormality and asymmetry of otoliths may impact inner ear function by altering otolith-maculae interactions.Entities:
Keywords: CaCO3 mineralogy; Fish otoliths; Ocean acidification; Scanning Electron Microscopy
Year: 2019 PMID: 30643693 PMCID: PMC6327886 DOI: 10.7717/peerj.6152
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Summary of observed ocean acidification impacts on otolith morphology.
In the ‘Metrics’ column, S denotes effects of pCO2 on sagittae and L denotes effects on lapilli. Metrics that increased at elevated pCO2 are designated with an up arrow; metrics that decreased at elevated pCO2 are designated with a down arrow. The ‘Min. Effect’ column represents the minimum pCO2 threshold for which any effect was observed, reported to the decimal place published.
| Larval | ↑ S Area | 993 | ||
| Larval | ↑ S Area, Length | 1,721.4 | ||
| Juvenile | ↑ S Mean Incr. Width | 478 | ||
| Larval | ↑ S Mass; ↑ S,L Area, Vol., Dens., ↓ Area/Vol. | 800 | ||
| Larval | ↑ S,L Area; ↑ S Roundness; ↓ L Roundness | 1,800 | ||
| Larval | ↑ S,L Area | 1,190 | ||
| Larval | ↑ S Area | 1,600 | ||
| Juvenile | ↑ S Area | 1,167 | ||
| Larval | ↓ S Area | 2,372.6 | ||
| Juvenile | ↑ S Calc. Rate, Area/TL, ↓ Roundness | 726 | ||
| Larval | ↑ S,L Area | 2,500 | ||
| Larval | ↑ S Area, Perimeter, Width | 1,900 | ||
| Larval | ↑ S Area, Perimeter | 1,100 | ||
| Larval | ↑ S Area, Perimeter | 1,900 | ||
| Larval | ↑ S Roundness | 1,541.68 | ||
| Juvenile | ↑ S Relative Length; Altered Shape | pH 7.8 | ||
| Adult | S Altered Shape | pH 7.8 | ||
| Larval | ↑ S,L Area, Perimeter, Shape Irregularity | 1,159 |
Notes.
Life stage, although unlisted in the manuscript, is here inferred from fish standard length (SL).
pCO2 is unlisted in the manuscript and cannot be calculated without additional seawater carbonate chemistry parameter(s).
Seawater carbonate chemistry parameters.
Values represent aquaria means (n = 3 for each treatment); standard deviations listed in parentheses for measured parameters.
| Treatment (pHT) | S (ppt) | T (°C) | AT (µmol kg−1) | DIC (µmol kg−1) | pCO2 (µatm) | ΩAr |
|---|---|---|---|---|---|---|
| 8.16 (0.04) | 35.00 (0.30) | 28.20 (0.40) | 2,440 (147) | 2,018 | 299.4 | 4.84 |
| 7.80 (0.01) | 35.00 (0.30) | 28.20 (0.40) | 2,440 (152) | 2,237 | 825.5 | 2.54 |
| 7.60 (0.01) | 35.00 (0.30) | 28.30 (0.40) | 2,432 (140) | 2,318 | 1,384.3 | 1.70 |
| 7.30 (0.01) | 35.00 (0.30) | 28.20 (0.40) | 2,418 (140) | 2,415 | 2,897.0 | 0.89 |
Figure 1Mean unstandardized otolith metrics.
Summary of raw (fish-level) otolith morphological data including (A) Area, (B) Perimeter, (C) Circularity, (D) Lateral Development, and (E) Percent Visible Crystals by pH/pCO2 treatment (legend) and otolith type/side. Otolith name abbreviations are identical to those elsewhere in the manuscript (e.g., LS for Left Sagittae). Bars represent combined means. Lines represent one (pooled) standard deviation.
Component variances and loadings.
Loadings corresponding to various Amphiprion clarkii otolith morphological parameters, the variance of which composes the rotated components in Fig. 2 and other components excluded from the analysis. Also included are the variances associated with each component and the total variance associated with components.
| Otolith | Component | Variance (%) | Area/SL | Perimeter/SL | Circularity | Lateral development | Percent visible crystals |
|---|---|---|---|---|---|---|---|
| Left Sagittae | RC1 | 47 | 0.62 | 0.37 | 0.05 | 0.97 | 0.94 |
| RC2 | 37 | 0.61 | 0.85 | −0.86 | 0.08 | 0.17 | |
| Total | 84 | ||||||
| Right Sagittae | RC1 | 59 | 0.77 | 0.72 | 0.00 | 0.95 | 0.96 |
| RC2 | 29 | 0.39 | 0.61 | −0.94 | 0.06 | −0.07 | |
| Total | 88 | ||||||
| Left Lapilli | RC1 | 46 | −0.12 | −0.30 | 0.67 | 0.90 | 0.96 |
| RC2 | 36 | 0.89 | 0.90 | −0.32 | −0.29 | −0.03 | |
| Total | 82 | ||||||
| Right Lapilli | RC1 | 44 | 0.88 | 0.99 | −0.65 | −0.08 | −0.01 |
| RC2 | 34 | 0.02 | 0.06 | 0.31 | 0.88 | 0.92 | |
| Total | 78 | ||||||
| Left Asterisci | RC1 | 44 | 0.81 | 0.81 | −0.15 | −0.75 | −0.54 |
| RC2 | 34 | −0.11 | 0.53 | −0.92 | 0.04 | 0.73 | |
| Total | 78 | ||||||
| Right Asterisci | RC1 | 50 | 0.89 | 0.98 | −0.73 | −0.06 | 0.48 |
| RC2 | 24 | −0.16 | 0.08 | −0.31 | 0.91 | 0.50 | |
| Total | 74 |
Notes.
signify which components are related to pCO2 (p < 0.05) and which variables are strongly associated with each of those components (r ≥ 0.50).
Regression statistics.
Regression models are listed by row, including all models in the manuscript for which pCO2 predicted the response variable (p ≤ 0.05), and truncated models with data from the 3,000 atm pCO2/pH 7.30 treatment excluded (designated by subscript T). For the otolith morphological models, model name abbreviations are identical to those elsewhere in the manuscript (e.g., LS for Left Sagittae). FSC stands for Fish Settlement Competency (at 10 dph). FSL stands for Fish Standard Length. Component names (Comp.) are listed for otolith morphological models only. Statistics including degrees of freedom (DF), F-statistics (F), p-values (p), line equations, line slopes multiplied by 100 (b1*100), 95% confidence intervals for slopes multiplied by 100 (CI*100), and R2s are listed. Only DF, F, and p are listed for truncated models, as the full models are considered to be more informative except for determining whether the 3,000 µatm pCO2/pH 7.30 treatment disproportionately weighted them. Line slopes and confidence intervals should be read as “[response variable] increased by [b1*100] [units] for every 100 µatm increase in pCO2 (95% CI: [CI*100])”. Line slopes and confidence intervals were excluded for polynomial (quadratic) models, as they are not as easily interpreted.
| Model | Comp. | Equation | b1*100 | CI*100 | ||||
|---|---|---|---|---|---|---|---|---|
| LS | RC1 | 1,10 | 11.98 | 0.0061 | y = (7.28E−4)x − 0.98 | 0.07 | 0.03–0.12 | 0.50 |
| LST | RC1 | 1,7 | 10.67 | 0.0137 | – | – | – | – |
| RS | RC1 | 2,9 | 20.56 | 0.0004 | y = (2.51E−3)x − (5.08E−7)x2 − 1.98) | – | – | 0.78 |
| RST | RC1 | 2,6 | 14.64 | 0.0049 | – | – | – | – |
| LL | RC2 | 2,9 | 10.47 | 0.0045 | y = (3.48E−3)x − (8.86 | – | – | 0.63 |
| LLT | RC2 | 2,6 | 10.91 | 0.0100 | – | – | – | – |
| RL | RC2 | 1,10 | 8.21 | 0.0168 | y = (6.62E−4)x − 0.89 | 0.07 | 0.01–0.12 | 0.40 |
| RLT | RC2 | 1,7 | 0.11 | 0.7489 | – | – | – | – |
| LA | RC2 | 1,9 | 5.61 | 0.0420 | y = (6.64E−4)x − 0.80 | 0.07 | 0.00–0.13 | 0.32 |
| LAT | RC2 | 1,7 | 1.04 | 0.3423 | – | – | – | – |
| FSC | – | 1,10 | 4.83 | 0.0279 | logit ( | 0.04 | 0.00–0.07 | 0.38 |
| FSCT | – | 1,7 | 7.26 | 0.0071 | – | – | – | – |
| FSL | – | 1,10 | 17.77 | 0.0018 | y = (−1.31E−4)x + 6.85 | 0.01 | 0.00–0.02 | 0.60 |
| FSLT | – | 1,7 | 2.43 | 0.1629 | – | – | – | – |
Notes.
For FSC and FSCT, which are binomial logistic regression models, the values listed as F are actually χ2-statistics.
Figure 2Otolith morphological metrics.
Regression lines (solid) and 95% confidence bands (dotted) represent significant relations between pH/pCO2 treatment (legend) and (A, B, C, D, E) rotated component (RC) scores representing Amphiprion clarkii otolith morphological variables, grouped by otolith type and side (A, p = 0.0061; B, p = 0.0004; C, p = 0.0045; D, p = 0.0168; E, p = 0.0420). Right asterisci components vs. pCO2 did not yield significant relations, but RC2 scores are plotted for illustrative consistency. Data points represent aquaria. N = 12, n = 3 except where (E) no data is available for an aquarium (N = 11, n = 2 for pH 7.30 treatment only). See Table 3 for otolith morphological variables and corresponding PCA loadings.
Figure 3Mean fish condition metrics.
Summary of raw (fish-level) fish condition data by pH/pCO2 treatment (legend) including (A) Mortality, (B) Competency to Settle at 10 days post-hatch (dph), (C) Standard Length. Bars represent combined means. Lines represent one (pooled) standard deviation.
Figure 4Fish condition metrics.
(A) Odds of Amphiprion clarkii mortality by pH/pCO2 treatment (legend). Regression lines (solid) and 95% confidence bands (dotted) represent significant relations between pH/pCO2 treatment and (B) odds of on-time A. clarkii settlement (p = 0.0279); (C) A. clarkii standard length (p = 0.0018). Data points represent (A, B) binomial proportions by aquarium; (C) aquarium means. N = 12, n = 3 except where (B) 100% of fish in an aquarium settled on time (N = 10, n = 1 for pH 7.80 treatment only).