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Abstract
This study investigated the morphological and growth responses of juvenile common carp (Cyprinus carpio) to four environmental stressors: cadmium, malathion, pH, and moderate salinity. A total of 120 specimens were exposed to the treatments under controlled laboratory conditions. Standardized photographs were taken from the left lateral side, and 18 homologous landmarks were digitized using tpsDig software. Geometric morphometric analyses, including Procrustes superimposition, Principal Component Analysis (PCA), Canonical Variate Analysis (CVA), and Discriminant Function Analysis (DFA), were conducted using the Specify software. Results indicated significant differences in body shape among treatments, with cadmium exposure producing the most severe deformations in cranial and caudal regions and the greatest reduction in centroid size and standard length. pH caused notable changes in shape in the ventral and anterior body regions. In contrast, salinity treatment led to increased centroid size and deeper body profiles, suggesting adaptive morphological plasticity. Malathion-exposed specimens showed mild but statistically significant changes, particularly in the abdominal and head areas. CVA and DFA confirmed high classification accuracy (81.33%) among treatments, demonstrating the sensitivity of geometric morphometrics in detecting stressor-induced shape variation. These findings highlight the utility of shape-based analyses as early indicators of environmental stress and support their application in freshwater biomonitoring programs.
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The authors transfer the copyrights of their papers to the Iranian Society of Ichthyology. However, the information could be used in accordance with the Creative Commons licence (Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
References
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- Guo, W.; Zhang, J.; Zhang, X.; Ren, Q.; Zheng, G.; Zhang, J. & Nie, G. 2024. Environmental cadmium exposure perturbs systemic iron homeostasis via hemolysis and inflammation, leading to hepatic ferroptosis in common carp (Cyprinus carpio L.). Ecotoxicology and Environmental Safety 275: 116246.
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- Ullah, S.; Ahmad, S.; Ashraf, M.K.; Bilal, M.; Iqbal, T. & Azzam, M.M. 2025. Exposure to Acute Concentration of Malathion Induced Behavioral, Hematological, and Biochemical Toxicities in the Brain of Labeo rohita. Life 15(2): 158.
- Valcarce, D.G.; Sellés-Egea, A.; Riesco, M.F.; De Garnica, M.G.; Martínez-Fernández, B.; Herráez, M.P. & Robles, V. 2024. Early stress exposure on zebrafish development: Effects on survival, malformations and molecular alterations. Fish Physiology and Biochemistry 50(4): 1545-1562.
- van Emmerik, T.H.; Kirschke, S.; Schreyers, L.J.; Nath, S.; Schmidt, C. & Wendt-Potthoff, K. 2023. Estimating plastic pollution in rivers through harmonized monitoring strategies. Marine Pollution Bulletin 196: 115503.
- Vasconcelos, J.; Cirera, M.; Vieira, A.R.; Otero-Ferrer, J.L. & Tuset, V.M. 2025. Application of shape analysis for the identification of pelagic fish stocks. Hydrobiologia 852(11): 2847-2869.
- Webster, M.A.R.K. & Sheets, H.D. 2010. A practical introduction to landmark-based geometric morphometrics. The Paleontological Society Papers 16: 163-188.
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References
Adams, D.C. & Otárola‐Castillo, E. 2013. geomorph: an R package for the collection and analysis of geometric morphometric shape data. Methods in Ecology and Evolution 4(4): 393-399.
Alvarado-Flores, J.; Arzate-Cárdenas, M.A.; Pérez-Yañez, D. & Cejudo, E. 2022. Environmental stressor induces morphological alterations in zooplankton. Latin American Journal of Aquatic Research 50(1): 1-12.
Bănăduc, D.; Curtean-Bănăduc, A.; Barinova, S.; Lozano, V.L.; Afanasyev, S.; Leite, T. & Cianfanglione, K. 2024. Multi-interacting natural and anthropogenic stressors on freshwater ecosystems: their current status and future prospects for 21st century. Water 16(11): 1483.
Behera, B.K.; Nayak, C.; Rout, A.K.; Pradhan, S.P.; Parida, P.K.; Sarkar, D.J. ... & Rai, A. 2024. Transcriptome profiling of Nile tilapia (Oreochromis niloticus) identifies candidate genes in response to riverine pollution. Current Research in Biotechnology 7: 100180.
Bonzi, L.C. 2022. Molecular Mechanisms Underlying Fish Phenotypic Plasticity in the Acclimation to Environmental Stressors.
Ferizi, R.; Ramadan, M.F.; Karataş, A. & Maxhuni, Q. 2025. Physiological and biochemical parameters in two fish species (Scardinius erythrophthalmus and Cyprinus carpio) in different rivers of Kosovo. Journal of Wildlife and Biodiversity 9(1): 200-219.
Guo, W.; Zhang, J.; Zhang, X.; Ren, Q.; Zheng, G.; Zhang, J. & Nie, G. 2024. Environmental cadmium exposure perturbs systemic iron homeostasis via hemolysis and inflammation, leading to hepatic ferroptosis in common carp (Cyprinus carpio L.). Ecotoxicology and Environmental Safety 275: 116246.
Hansen, M.J.; Muir, A.M.; Bronte, C.R. & Krueger, C.C. 2025. Phenotypic variation among four Lake Trout morphs at six locations in Lake Superior. Transactions of the American Fisheries Society 154(1): 68-84.
Johnson, A.; Carew, E. & Sloman, K.A. 2007. The effects of copper on the morphological and functional development of zebrafish embryos. Aquatic Toxicology 84(4): 431-438.
Kelly, M.; Barão, K.R. & Jacobina, U.P. 2025. Geometric morphometrics in fish studies: trends and scientific impacts—a scientometric and systematic mapping. Zoomorphology 144(2): 1-15.
Klingenberg, C.P. 2010. Evolution and development of shape: integrating quantitative approaches. Nature Reviews Genetics 11(9): 623-635.
Loganathan, K.; Tennyson, S. & Arivoli, S. 2024. Triazophos toxicity induced histological abnormalities in Heteropneustes fossilis Bloch 1794 (Siluriformes: Heteropneustidae) organs and assessment of recovery response. The Journal of Basic and Applied Zoology 85(1): 1-25.
Luo, D. 2024. Quantitative Analysis of Fish Morphology Through Landmark and Outline-based Geometric Morphometrics with Free Software. Bio-protocol 14(20): e5087.
Mavuti, S.K.; Mbaria, J.M.; Maina, J.G.; Mbuthia, P.G. & Waruiru, R.M. 2021. Levels of lead, mercury and cadmium in farmed Oreochromis niloticus and Clarias gariepinus in Nyeri County, Kenya. International Journal of Fisheries and Aquatic Studies 9(4): 230-233.
Mitteroecker, P. & Gunz, P. 2009. Advances in geometric morphometrics. Evolutionary Biology 36: 235-247.
Mouludi-Saleh, A.; Eagderi, S.; Abbasi, K. & Nasri, M. 2022. Validation of two sympatric fish species of Urmia chub, Petroleuciscus ulanus and Urmia bleak, Alburnus atropatenae, based on morphologic characters in Mahabad-Chai River. Nova Biologica Reperta 8(4): 289-296.
Page, L.M. 2008. Handbook of European freshwater fishes. Copeia 2008(3): 725-727.
Ratunil, V.B.; Libay, C.P.; Borja, E.A.; Ebarsabal, G.A.; Gamboa, G.Z.; Mahomoc, D.Q. ... & Cabuga, C. C. 2019. Analysis of body shape variation in Glossogobius giuris (Hamilton 1882) sampled from Lake Mainit, Philippines, using geometric morphometrics. International Journal of Fisheries and Aquatic Studies 7(2): 287-294.
Seçer, B.; Mouludi-Saleh, A.; Eagderi, S.; Çiçek, E. & Sungur, S. 2020. Morphological flexibility of Oxynoemacheilus seyhanensis in different habitats of Turkish inland waters: A case of error in describing a populations as distinct species. Iranian Journal of Ichthyology 7(3): 258-264.
Shuai, F.; Yu, S.; Lek, S. & Li, X. 2018. Habitat effects on intra‐species variation in functional morphology: Evidence from freshwater fish. Ecology and Evolution 8(22): 10902-10913.
Tessema, A.; Getahun, A.; Mengistou, S.; Fetahi, T. & Dejen, E. 2020. Reproductive biology of common carp (Cyprinus carpio Linnaeus, 1758) in Lake Hayq, Ethiopia. Fisheries and Aquatic Sciences 23: 1-10.
Ullah, S.; Ahmad, S.; Ashraf, M.K.; Bilal, M.; Iqbal, T. & Azzam, M.M. 2025. Exposure to Acute Concentration of Malathion Induced Behavioral, Hematological, and Biochemical Toxicities in the Brain of Labeo rohita. Life 15(2): 158.
Valcarce, D.G.; Sellés-Egea, A.; Riesco, M.F.; De Garnica, M.G.; Martínez-Fernández, B.; Herráez, M.P. & Robles, V. 2024. Early stress exposure on zebrafish development: Effects on survival, malformations and molecular alterations. Fish Physiology and Biochemistry 50(4): 1545-1562.
van Emmerik, T.H.; Kirschke, S.; Schreyers, L.J.; Nath, S.; Schmidt, C. & Wendt-Potthoff, K. 2023. Estimating plastic pollution in rivers through harmonized monitoring strategies. Marine Pollution Bulletin 196: 115503.
Vasconcelos, J.; Cirera, M.; Vieira, A.R.; Otero-Ferrer, J.L. & Tuset, V.M. 2025. Application of shape analysis for the identification of pelagic fish stocks. Hydrobiologia 852(11): 2847-2869.
Webster, M.A.R.K. & Sheets, H.D. 2010. A practical introduction to landmark-based geometric morphometrics. The Paleontological Society Papers 16: 163-188.
Zelditch, M.; Swiderski, D. & Sheets, H.D. 2012. Geometric morphometrics for biologists: a primer. academic press.
