RESUMEN
Heavy metals, such as copper, zinc and cadmium, represent some of the most common and serious pollutants in coastal estuaries. In the present study, we used a combination of linear and artificial neural network (ANN) modelling to detect and explore interactions among low-dose mixtures of these heavy metals and their impacts on fundamental physiological processes in tissues of the Eastern oyster, Crassostrea virginica. Animals were exposed to Cd (0.001-0.400 microM), Zn (0.001-3.059 microM) or Cu (0.002-0.787 microM), either alone or in combination for 1 to 27 days. We measured indicators of acid-base balance (hemolymph pH and total CO(2)), gas exchange (Po(2)), immunocompetence (total hemocyte counts, numbers of invasive bacteria), antioxidant status (glutathione, GSH), oxidative damage (lipid peroxidation; LPx), and metal accumulation in the gill and the hepatopancreas. Linear analysis showed that oxidative membrane damage from tissue accumulation of environmental metals was correlated with impaired acid-base balance in oysters. ANN analysis revealed interactions of metals with hemolymph acid-base chemistry in predicting oxidative damage that were not evident from linear analyses. These results highlight the usefulness of machine learning approaches, such as ANNs, for improving our ability to recognize and understand the effects of sub-acute exposure to contaminant mixtures.
Asunto(s)
Equilibrio Ácido-Base/efectos de los fármacos , Crassostrea/efectos de los fármacos , Crassostrea/fisiología , Metales Pesados/toxicidad , Modelos Biológicos , Fenómenos Fisiológicos Respiratorios/efectos de los fármacos , Equilibrio Ácido-Base/fisiología , Animales , Branquias/efectos de los fármacos , Branquias/metabolismo , Glutatión/metabolismo , Hepatopáncreas/efectos de los fármacos , Hepatopáncreas/metabolismo , Metales Pesados/metabolismo , Redes Neurales de la Computación , Sustancias Reactivas al Ácido Tiobarbitúrico/metabolismo , Distribución Tisular/efectos de los fármacosRESUMEN
Callinectes sapidus (Rathbun), the Atlantic blue crab, commonly harbors low to moderate amounts of bacteria in hemolymph and other tissues. These bacteria are typically dominated by Vibrio spp., which are known to cause mortality in the blue crab. The dose-dependent lethality of an isolate of Vibrio campbellii was determined in crabs; the mean 48 h LD(50) (half-maximal lethal dose) was 6.2 x 10(5) colony forming units g(-1) crab. Injection of a sublethal dose of V. campbellii into the hemolymph of the crab resulted in a rapid and large depression (30-42%) of metabolic rate, which persisted for 24 h. Because gills are an organ of immune function as well as respiration, we were interested in how bacteria injected into the crab would affect the energetic costs associated with walking. Overall metabolism (aerobic and anaerobic) more than doubled in crabs walking for 30 min at 8 m min(-1). The metabolic depression resulting from bacterial injection persisted throughout the exercise period and patterns of phosphagen and adenylate consumption within walking leg muscle were not affected by treatment. The ability of crabs to supply required energy for walking is largely unaffected by exposure to Vibrio; however, Vibrio-injected crabs are less aerobic while doing so. This depressed metabolic condition in response to bacteria, present during moderate activity, could be a passive result of mounting an immune response or may indicate an actively regulated metabolic depression. A compromised metabolism can affect the performance of daily activities, such as feeding and predator avoidance or affect the ability to cope with environmental stressors, such as hypoxia.
Asunto(s)
Braquiuros , Metabolismo Energético , Vibrio , Animales , Arginina/metabolismo , Braquiuros/metabolismo , Braquiuros/microbiología , Hemolinfa/metabolismo , Ácido Láctico/metabolismo , Masculino , Actividad Motora/fisiología , Músculos/metabolismo , Oxígeno/metabolismo , Estrés Fisiológico , Ácido Succínico/metabolismo , Vibrio/metabolismo , Vibrio/patogenicidad , Vibriosis/mortalidad , CaminataRESUMEN
The Atlantic blue crab, Callinectes sapidus (Rathbun), lives in a bacteria-rich environment that experiences daily fluctuations in water quality. In the present study, we tested the hypothesis that crustaceans with prior or ongoing exposure to bacteria in their hemolymph have an increased susceptibility to subsequent infections, and that acute exposure to low dissolved oxygen (hypoxia) and elevated carbon dioxide levels (hypercapnia) may further confound the ability of blue crabs to counter a subsequent infection. Adult male blue crabs held in well-aerated (normoxic; P O2=20.7 kPA; CO(2)<0.06 kPa; pH 7.8-8.0) or hypercapnic hypoxic (HH; P O2=4 kPa; CO(2)=1.8 kPa; pH 6.9-7.2) seawater received an injection (pre-challenge dose) of 1 x 10(5)Vibrio campbellii g(-1) crab. Control animals were injected with an equivalent dose of HEPES-buffered saline (1 microl g(-1) crab). At 2h or 24h after the pre-challenge injection, both Vibrio and saline-pre-challenged animals were injected with a dose of live V. campbellii (1 x 10(5)g(-1) crab). This second injection will be referred to as a second injection or challenge injection. Degradation in or physical removal of intact bacteria from hemolymph was quantified using real-time PCR; bacteriostasis was quantified as the percentage of intact bacteria that could not be recovered by selective plating. We demonstrated that bacteriostasis occurs in the hemolymph of blue crabs. Furthermore, blue crabs that received a challenge injection 2h after a pre-challenge dose of V. campbellii cleared culturable bacteria from their hemolymph more rapidly when compared to animals that received a pre-challenge dose of saline. This enhanced clearance of culturable bacteria was associated with an increase in antibacterial activity in the cell-free hemolymph. However, the enhanced clearance of culturable bacteria disappeared when the time interval between the pre-challenge and challenge dose was extended to 24h and when crabs were held in HH seawater throughout the experiment. Neither the time interval between the pre-challenge and the challenge dose nor exposure to HH altered the pattern of intact bacterial clearance in blue crabs. These results demonstrate that prior exposure to bacteria does not increase the susceptibility of C. sapidus to a second, sublethal dose of V. campbellii. In fact, a recent exposure to V. campbellii enhances the ability of blue crabs to render bacteria non-culturable and the immune mechanisms/effectors responsible for this are short lived and appear to be sensitive to low dissolved oxygen and high carbon dioxide concentrations in the environment.