Gill Histopathology as a Biomarker for Discriminating Seasonal Variations in Water Quality
Abstract
:Featured Application
Abstract
1. Introduction
2. Materials and Methods
2.1. Sampling Site and Water Quality Data
2.2. Sample Collection and Processing
2.3. Histopathological Analysis
2.4. Statistical Analysis
3. Results and Discussion
3.1. Water Quality
3.2. Histopathological Observations
3.3. Seasonal Variation in Histopathological Alterations
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Parameter | Season 1 | Season 2 | WHO [21] |
---|---|---|---|
Water temperature (°C) | 8.2 | 14.8 | - |
Water transparency (mm) | 150 | - | - |
Suspended matters (mg/L) | 39 | 35 | - |
Dissolved oxygen (mL/L) | 10.4 | 9.5 | - |
Alkalinity (mmol/L) | 1.7 | 1.6 | - |
pH | 7.6 | 7.5 | - |
Electroconductivity (µS/cm) | 235 | 579 | - |
Ammonia (mg/L) | 0.2 | 0.05 | No guidelines |
Nitrates (mg/L) | 0.77 | 0.56 | - |
Nitrites (mg/L) | 0.01 | 0.013 | - |
Orthophosphates (mg/L) | 0.028 | 0.032 | - |
Chlorides (mg/L) | 12 | 7.3 | No guidelines |
Sulphates (mg/L) | 23 | 25 | - |
Fe (mg/L) | 1.24 | 1.78 | 1 |
Mn (mg/L) | 0.07 | 0.05 | 0.5 |
Zn (mg/L) | 0.04 | 0.04 | 5 |
Cu (mg/L) | 0.02 | 0.007 | 2 |
Total Cr (mg/L) | 0.002 | 0.002 | 0.05 |
Pb (mg/L) | 0.009 | <0.001 | 0.01 |
Cd (µg/L) | 0.2 | 0.2 | 3 |
Hg (µg/L) | 0.1 | <0.1 | 1 |
Ni (mg/L) | 0.006 | 0.004 | 0.02 |
As (mg/L) | 0.001 | <0.001 | 0.01 |
Alteration (Pathological Relevance) | Season (Site) | All Effects ANOVA | ||||
---|---|---|---|---|---|---|
Season 1 | Season 2 | F | d.f. | p | ||
Sečanj (N = 5) | B. Despotovac (N = 8) | Sečanj (N = 20) | ||||
Epithelial hypertrophy (1) | 1.28 ± 0.20 a | 1.52 ± 0.20 a,b | 2.30 ± 0.20 b | 5.08 | 2 | 0.01 |
Epithelial hyperplasia (2) | 0.48 ± 0.23 a | 3.40 ± 0.64 b | 3.01 ± 0.35 b | 6.54 | 2 | <0.01 |
Mucous cell alterations (2) | 2.00 ± 1.56 a | 1.34 ± 0.65 a | 1.05 ± 0.33 a | 0.48 | 2 | 0.62 |
Chloride cell alterations (2) | 0.00 ± 0.00 a | 0.05 ± 0.05 a | 0.03 ± 0.02 a | 0.37 | 2 | 0.70 |
Epithelial lifting (1) | 0.92 ± 0.21 a | 2.02 ± 0.54 a,b | 2.65 ± 0.31 b | 3.47 | 2 | 0.04 |
Necrosis (3) | 3.84 ± 1.05 a | 0.09 ± 0.09 b | 1.47 ± 0.61 a,b | 3.99 | 2 | 0.03 |
Hyperemia (1) | 1.88 ± 0.38 a | 1.57 ± 0.31 a | 2.40 ± 0.31 a | 1.41 | 2 | 0.26 |
Aneurism (1) | 0.00 ± 0.00 a | 0.17 ± 0.09 a | 0.11 ± 0.03 a | 1.51 | 2 | 0.24 |
Alterations | Canonical Function 1 | Canonical Function 2 |
---|---|---|
Epithelial hypertrophy | −0.086 | 0.861 |
Epithelial hyperplasia | −0.861 | −0.427 |
Mucous cell alterations | 0.568 | −0.154 |
Chloride cell alterations | −0.021 | −0.184 |
Epithelial lifting | −0.557 | 0.262 |
Necrosis | 0.547 | 0.349 |
Hyperemia | −0.017 | 0.255 |
Aneurism | −0.026 | −0.023 |
Eigenvalue | 1.407 | 0.455 |
Cum. prop. | 0.756 | 1.000 |
Canonical R | 0.765 | 0.559 |
Wilks’ lambda | 0.256 | 0.687 |
d.f. | 16 | 7 |
p | 0.007 | 0.192 |
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Marinović, Z.; Miljanović, B.; Urbányi, B.; Lujić, J. Gill Histopathology as a Biomarker for Discriminating Seasonal Variations in Water Quality. Appl. Sci. 2021, 11, 9504. https://doi.org/10.3390/app11209504
Marinović Z, Miljanović B, Urbányi B, Lujić J. Gill Histopathology as a Biomarker for Discriminating Seasonal Variations in Water Quality. Applied Sciences. 2021; 11(20):9504. https://doi.org/10.3390/app11209504
Chicago/Turabian StyleMarinović, Zoran, Branko Miljanović, Béla Urbányi, and Jelena Lujić. 2021. "Gill Histopathology as a Biomarker for Discriminating Seasonal Variations in Water Quality" Applied Sciences 11, no. 20: 9504. https://doi.org/10.3390/app11209504
APA StyleMarinović, Z., Miljanović, B., Urbányi, B., & Lujić, J. (2021). Gill Histopathology as a Biomarker for Discriminating Seasonal Variations in Water Quality. Applied Sciences, 11(20), 9504. https://doi.org/10.3390/app11209504