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Song H, Dong M, Wei L, Zhang Y, Huang H, Chu X, Wang X. Short-term exposure to okadaic acid induces behavioral and physiological responses in sea urchin (Strongylocentrotus intermedius). MARINE ENVIRONMENTAL RESEARCH 2024; 202:106823. [PMID: 39489021 DOI: 10.1016/j.marenvres.2024.106823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 10/17/2024] [Accepted: 10/31/2024] [Indexed: 11/05/2024]
Abstract
Massive harmful algal blooms (HABs) have increased the risk of marine organisms encountering the dinoflagellate toxin, okadaic acid (OA). Strongylocentrotus intermedius, a globally significant benthic aquaculture species, has a large appetite for benthic algae. During red tide events, there is a high risk of red tide toxin accumulation. This study systematically evaluated the potential impact of short-term OA exposure on the behavior and physiological functions of juvenile S. intermedius. From typical (5 μg/L) to extreme OA concentrations (20 μg/L) during HAB outbreaks, OA exposure gradually inhibited a series of tube foot-related behaviors (sheltering, foraging, righting, and tube-foot tenacity). At OA concentrations during HAB outbreaks (5 μg/L), the tube foot function of S. intermedius was progressively inhibited. Further physiological indicator analyses revealed that the activity of antioxidants increased over a short period to prevent damage from reactive oxygen species induced by OA. However, OA ultimately suppressed the immune response of S. intermedius, leading to apoptosis. Although HAB-associated concentrations of OA (5 μg/L) did not induce a continuous increase in the integrated biological response index of S. intermedius, this study speculated that HABs pose a future risk to echinoderm species. Notably, principal component analysis results showed that OA exposure eventually induced significant changes in the production of O2-, malondialdehyde, and total glutathione, as well as in glutathione S-transferase activity and caspase-7, -8, and -9 levels. This study provides preliminary evidence of OA's toxic effects on sea urchins and essential data for urgent risk assessments of algal toxin pollution in aquaculture during HABs.
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Affiliation(s)
- Hongce Song
- School of Fisheries, Ludong University, Yantai, 264025, China
| | - Meiyun Dong
- School of Fisheries, Ludong University, Yantai, 264025, China
| | - Lei Wei
- School of Fisheries, Ludong University, Yantai, 264025, China.
| | - Yuxuan Zhang
- School of Fisheries, Ludong University, Yantai, 264025, China
| | - Haifeng Huang
- School of Fisheries, Ludong University, Yantai, 264025, China
| | - Xiaolong Chu
- School of Fisheries, Ludong University, Yantai, 264025, China
| | - Xiaotong Wang
- School of Fisheries, Ludong University, Yantai, 264025, China.
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Wei D, Wang L, Poopal RK, Ren Z. IR-based device to acquire real-time online heart ECG signals of fish (Cyprinus carpio) to evaluate the water quality. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 337:122564. [PMID: 37717894 DOI: 10.1016/j.envpol.2023.122564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 09/04/2023] [Accepted: 09/14/2023] [Indexed: 09/19/2023]
Abstract
Water quality monitoring is a challenging task due to continuous pollution. The rapid development of engineering technologies has paved the way for the development of efficient and convenient computer-based online continuous water-quality assessment techniques. Techniques based on biological-responses are gaining attention, worldwide. Different biosensors have been developed in recent years to monitor real-time biological responses to evaluate water-quality. The survival and function of various organs of the organism depends on the cardiac system. Alterations in the cardiac system could signify the occurrence/initiation of stress in the organism. We developed a real-time online cardiac function assessment system-OCFAS to acquire fish ECG-signals. We obtained P-wave, R-wave, T-wave, PR-intervals, QT-intervals and QRS-complex continuously, which did not affect the normal activities of carp. We exposed Cyprinus carpio to different concentrations (National Environmental Quality Standards) of ammonia for 48 h. Our OCFAS has precisely acquired the required ECG-signals. A real-time dataset reveals sensitivity to ammonia in carp ECG-indexes. Compared with the control group the P-wave, R-wave and T-wave were weaker in ammonia-treated groups. In contrast, the PR-intervals, QT-intervals and QRS-complex were prolonged in the ammonia-treatment groups. The self-organizing map signifies that the PR-intervals, the QRS-complex and the QT-intervals are consistent with environmental stress. Linear regression analysis also quantitatively signifies that the PR interval has the highest R2 value and the lowest SSE-value, followed by the QRS complex and the QT interval. A concentration-related effect was observed in the ammonia treated groups. The integrated biomarker response (IBRv2) index was used to determine the overall stress of ammonia on carp heart ECG-indexes. IBRv2 also supports the real-time response of carp to ammonia stress. Ammonia levels in the aquaculture and water environment require special attention to avoid its adverse effects on the health of aquatic biota. Our study emphasizes the importance of online real-time fish ECG for water-quality assessment.
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Affiliation(s)
- Danxian Wei
- Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, China
| | - Lei Wang
- Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, China; Jinan Central Hospital, No. 105, Jiefang Road, Jinan, Shandong, 250013, China
| | - Rama-Krishnan Poopal
- Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, China.
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Ren B, Yu Y, Poopal RK, Qiao L, Ren B, Ren Z. IR-Based Novel Device for Real-Time Online Acquisition of Fish Heart ECG Signals. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:4262-4271. [PMID: 35258949 DOI: 10.1021/acs.est.1c07732] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
We developed an infrared (IR)-based real-time online monitoring device (US Patent No: US 10,571,448 B2) to quantify heart electrocardiogram (ECG) signals to assess the water quality based on physiological changes in fish. The device is compact, allowing us to monitor cardiac function for an extended period (from 7 to 30 days depending on the rechargeable battery capacity) without function injury and disturbance of swimming activity. The electrode samples and the biopotential amplifier and microcontroller process the cardiac-electrical signals. An infrared transceiver transmits denoised electrocardiac signals to complete the signal transmission. The infrared receiver array and biomedical acquisition signal processing system send signals to the computer. The software in the computer processes the data in real time. We quantified ECG indexes (P-wave, Q-wave, R-wave, S-wave, T-wave, PR-interval, QRS-complex, and QT-interval) of carp precisely and incessantly under the different experimental setup (CuSO4 and deltamethrin). The ECG cue responses were chemical-specific based on CuSO4 and deltamethrin exposures. This study provides an additional technology for noninvasive water quality surveillance.
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Affiliation(s)
- Baixiang Ren
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
| | - Yaxin Yu
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
| | - Rama-Krishnan Poopal
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
| | - Linlin Qiao
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
| | - Baichuan Ren
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, 250358 Jinan, China
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4
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Li S, Jian J, Poopal RK, Chen X, He Y, Xu H, Yu H, Ren Z. Mathematical modeling in behavior responses: The tendency-prediction based on a persistence model on real-time data. Ecol Modell 2022. [DOI: 10.1016/j.ecolmodel.2021.109836] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Qiao L, Chen X, Ren B, Poopal RK, Zhao R, Ren Z. The specification of zebrafish (Danio rerio) heart electrocardiogram index characteristic responses to different types of pollutants. CHEMOSPHERE 2021; 267:129199. [PMID: 33316622 DOI: 10.1016/j.chemosphere.2020.129199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 11/21/2020] [Accepted: 12/02/2020] [Indexed: 06/12/2023]
Abstract
Water quality was highly affected by common pollutants. Metals, pesticides and small molecules are ubiquitous pollutants. Advancement in engineering technology (computer-based monitoring systems) increased the efficiency of quantifying toxicity of different chemicals in an organism. The cardiovascular system reflects internal and external stress of an organism, and electrocardiogram (ECG) data reliably measure external stress. As ECG data can accurately reflect the physiological conditions of organisms, and zebrafish (Danio rerio) are considered to be good models for cardiovascular research, it is hypothesized that ECG parameters of zebrafish could indicate the toxicity of water-borne chemicals. To achieve this, we treated zebrafish with different concentrations of target chemicals (CuSO4, C10H19O6PS2 and NH4Cl) for 48 h and ECG data were measured. P-wave, R-wave, T-wave, PR-interval, QRS-complex and QT-interval data were the focus of this study. The results of self-organizing maps and Pearson correlation analysis indicate that the QRS-complex can be used as an indicator for CuSO4 stress. The QT-interval could be used to assess the C10H19O6PS2 stress. The QT-interval and P-wave can be used to evaluate the NH4Cl stress. Responses of zebrafish ECG parameters were identical with other vertebrate model, and were specific to toxicant types. It is proved that zebrafish heart ECG index could be used as a potential indicator in early detection of environmental stress.
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Affiliation(s)
- Linlin Qiao
- , Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, PR China
| | - Xinyu Chen
- , Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, PR China
| | - Baixiang Ren
- , Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, PR China
| | - Rama-Krishnan Poopal
- , Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, PR China
| | - Rusong Zhao
- , Key Laboratory for Applied Technology of Sophisticated Analytical Instruments of Shandong Province, Qilu University of Technology (Shandong Academy of Sciences), Jinan, 250353, PR China
| | - Zongming Ren
- , Institute of Environment and Ecology, Shandong Normal University, Jinan, 250358, PR China.
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Li S, Chon TS, Park YS, Shi X, Ren Z. Application of temporal self-organizing maps to patterning short-time series of fish behavior responding to environmental stress. Ecol Modell 2020. [DOI: 10.1016/j.ecolmodel.2020.109242] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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7
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Hu Y, Zhao R, Poopal RK, Ren Z. Simultaneous eco-toxicity assessment technique using an online monitoring system: effects of different environmental factors on swimming behavior of zebrafish (Danio rerio). CHEMOSPHERE 2020; 255:126934. [PMID: 32387730 DOI: 10.1016/j.chemosphere.2020.126934] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 04/27/2020] [Accepted: 04/28/2020] [Indexed: 06/11/2023]
Abstract
Environmental factors, such as photoperiod and temperature were the main limiting factors for the survival of organisms in the nature environment. Changes in environmental factors are well predicted but determining their effects on organisms are challenging hot topic in the field of eco-toxicology. Thus, technology based eco-toxicity assessment was focused worldwide. In this research, the effects of different temperatures (15 °C, 22 °C, 30 °C, 32 °C, and 35 °C) and photoperiods (dark and light periods) on the continuous behavior responses of Zebrafish (Danio rerio) were investigated using an online monitoring system (OMS). We designed a new fish chamber with sensors to measure the behavior responses of zebrafish under different conditions. Data obtained from the OMS could be assessed for factors such as difference in swimming behavior, circadian rhythm, and avoidance behavior using latest software (MATLAB). The observed behavior anomalies on zebrafish under different temperatures and continuous photoperiods were statically significant (p < 0.05). We conclude that the new designed fish chamber (behavior sensors) is good in sensing behavioral responses of zebrafish under different conditions. The fish behavior strength could be a potential biomarker to assess the effects of environmental factors. The present study would be a basic platform for assessing the effects of different stressors simultaneously on swimming behavior of zebrafish.
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Affiliation(s)
- Yongyuan Hu
- Institute of Environment and Ecology, Shandong Normal University, 250358, Jinan, PR China
| | - Ruibin Zhao
- Institute of Environment and Ecology, Shandong Normal University, 250358, Jinan, PR China
| | - Rama-Krishnan Poopal
- Institute of Environment and Ecology, Shandong Normal University, 250358, Jinan, PR China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, 250358, Jinan, PR China.
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Ma J, Qiao L, Ji L, Ren B, Hu Y, Zhao R, Ren Z. The online monitoring and assessment of thallium stress using oxygen consumption rate and carbon dioxide excretion rate of zebrafish (Danio rerio). CHEMOSPHERE 2019; 216:103-109. [PMID: 30366264 DOI: 10.1016/j.chemosphere.2018.10.127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 10/16/2018] [Accepted: 10/17/2018] [Indexed: 06/08/2023]
Abstract
An online monitoring and assessment system of metabolism to measure oxygen consumption rate (OC) and carbon dioxide (CO2) excretion rate (CR) of zebrafish (Danio rerio) was used to illustrate changes in stressful states in 15 days' (360 h) 0.1 μg/L Tl exposure. Tl had a significant inhibition on zebrafish OC and CR (p < 0.01). OC was more suitable for Tl stress assessment than CR, considering that the OC response was more stable and discernible from the control comparing with CR. However, CR is a suitable alternative to characterize toxic effects on different metabolic substrates. Both OC and CR were integrated to present the respiratory quotient (RQ) analysis. RQ was efficient in differentiating between CO2 produced by respiration in the control group (RQ less than 0.7) and CO2 used for urination or stored in tissues after Tl exposure (some RQs larger than 1.0). Circadian rhythm was observed in RC and CR in the controls and persisted in 0.1 μg/L Tl treatments. The rhythm was relatively more disordered in CR. OC and CR would be suitable for indicating physiological stress in the online system as sensitive physiological indices.
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Affiliation(s)
- Jingchun Ma
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Linlin Qiao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Lizhen Ji
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Baixiang Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Yongyuan Hu
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Ruibin Zhao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China.
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9
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Song J, Qiao L, Ji L, Ren B, Hu Y, Zhao R, Ren Z. Toxic responses of zebrafish (Danio rerio) to thallium and deltamethrin characterized in the electrocardiogram. CHEMOSPHERE 2018; 212:1085-1094. [PMID: 30286538 DOI: 10.1016/j.chemosphere.2018.09.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 09/01/2018] [Accepted: 09/03/2018] [Indexed: 06/08/2023]
Abstract
The electrocardiogram (ECG) has been widely used to objectively address the physical condition as an index of stress. Though a numerous accounts of investigations on aquatic organisms' ECGs have been made, differentiation of ECG parameters in responding to specific toxic chemicals has not been extensively studied. In this research, it is hypothesized that zebrafish (Danio rerio) ECG parameters would differently respond to different types of pollutants, a heavy metal, thallium (Tl, 0.10 and 13.00 μg/L) and an organic chemical, deltamethrin (DM, 0.52 and 2.00 μg/L). Based on the SOM training and statistical analyses, QRS complex could be specified as an indicator of Tl stress, while QT interval might be used to evaluate DM stress. Pearson correlation analysis indicated that QRS complex and QT interval were significantly associated with Tl stress (r = 0.854, p = 0.0002) and DM stress (r = 0.792, p = 0.001), respectively. QRS complex and QT interval had the highest R2, the minimum of SSE and the lowest AIC value in Tl and DM treatments, respectively. Bases on the current experimental results and previous reports, QRS complex and QT interval could be considered as a specific indicator of Tl and DM disturbances in the environment, respectively.
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Affiliation(s)
- Jie Song
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Linlin Qiao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Lizhen Ji
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Baixiang Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Yongyuan Hu
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Ruibin Zhao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan, 250014, People's Republic of China.
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Yang M, Ren B, Qiao L, Ren B, Hu Y, Zhao R, Ren Z, Du J. Behavior responses of zebrafish (Danio rerio) to aquatic environmental stresses in the characteristic of circadian rhythms. CHEMOSPHERE 2018; 210:129-138. [PMID: 29986218 DOI: 10.1016/j.chemosphere.2018.07.018] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 07/03/2018] [Accepted: 07/03/2018] [Indexed: 06/08/2023]
Abstract
As behavior shows a distinct circadian rhythm, it is hypothesized that circadian rhythms based on zebrafish (Danio rerio) behavior responses could be affected by contaminants in this study, and then the behavior strength of zebrafish exposed to 0.005 mg/L Cadmium chloride (CdCl2), 0.01 mg/L Dibasic Sodium Phosphate (Na2HPO4), 0.002 mg/L deltamethrin, and 0.003 mg/L atrazine for 6 days is used to illustrate the possibility of behavior circadian rhythms as an indicator in the environmental stress assessment. Statistical analysis with p < 0.01 shows that a clear difference between average values of BS during dark period (AVD) and those during light period (AVL) could be observed, and 24 h circadian rhythms do exist in zebrafish behavior responses. Both BS values and circadian rhythms of zebrafish can be affected in the aspect of periodicity with clear time delay, which were 1 h delay in CdCl2, 4 h delay in Na2HPO4, 4 h delay in deltamethrin, and 1 h delay in atrazine. Behavior circadian rhythms were disturbed according to the repetitive cycles after autocorrelation analysis, and the toxic effects of different chemicals could be reflected by the profiles of the Self-Organizing Map (SOM), which indicated the circadian rhythm disorder in different degrees. These results deduced from the statistical analysis, autocorrelation and SOM strongly supported that circadian rhythms based on zebrafish BS could be used as an indicator in the environmental stress assessment.
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Affiliation(s)
- Meiyi Yang
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Baigang Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China; School of Physics and Electronic Science, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Linlin Qiao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Baixiang Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Yongyuan Hu
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Ruibin Zhao
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, Shandong, China.
| | - Jun Du
- School of Physics and Electronic Science, Shandong Normal University, Ji'nan 250014, Shandong, China
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Qi L, Ma J, Song J, Li S, Cui X, Peng X, Wang W, Ren Z, Han M, Zhang Y. The physiological characteristics of zebra fish (Danio rerio) based on metabolism and behavior: A new method for the online assessment of cadmium stress. CHEMOSPHERE 2017; 184:1150-1156. [PMID: 28672696 DOI: 10.1016/j.chemosphere.2017.06.044] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 06/07/2017] [Accepted: 06/12/2017] [Indexed: 06/07/2023]
Abstract
In order to illustrate heavy metal ecotoxicology associated with interactions between chemicals and biological systems, we investigated physiological changes (metabolism and behavior response) of zebra fish (Danio rerio) under 48 h Cadmium chloride (CdCl2) exposure using online monitoring technique. The concentrations of CdCl2 were designed as 4.26, 42.6 and 85.2 mg/L, which were 0.1, 1.0, and 2.0 based on toxic unit (TU), respectively. The metabolism was assessed using the oxygen consumption (OC), and the behavior response was analyzed in behavior strength (BS). Significant inhibition of both OC and BS could be observed: OC was 617.39 ± 30.48 mg/kg/h in the control, and it decreased rapidly to 229.07 ± 28.66 mg/kg/h in 2.0 TU treatment. BS changed from 0.76 ± 0.07 (control) to 0.39 ± 0.04 (2.0 TU) with the increase of exposure concentrations. Further results suggested that both factors were related to diurnal variation during 48 h exposure, which could be regarded as circadian rhythms: the average values of OC and BS during photo-phase were significantly higher than both during scoto-phase in CdCl2 treatments (p < 0.05). After integrated analysis, the original values of both OC and BS with wide fluctuation showed a negative linear relationship with CdCl2 concentration. The levels of both OC and BS were positively correlated with CdCl2 (r = 0.93 and p < 0.01). It is suggested that both OC and BS provide an objective ground for CdCl2 stress assessment, and that also could be applied to test the changes of organisms quantitatively in toxic physiology.
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Affiliation(s)
- Luhuizi Qi
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Jingchun Ma
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Jie Song
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Shangge Li
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Xiaoru Cui
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Xiaojing Peng
- The Control Center of Solid Waste and Hazardous Chemicals of Shandong Province, Ji'nan 250000, People's Republic of China
| | - Weiliang Wang
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China.
| | - Mei Han
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Ying Zhang
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China.
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Xing N, Ji L, Song J, Ma J, Li S, Ren Z, Xu F, Zhu J. Cadmium stress assessment based on the electrocardiogram characteristics of zebra fish (Danio rerio): QRS complex could play an important role. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2017; 191:236-244. [PMID: 28869925 DOI: 10.1016/j.aquatox.2017.08.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 08/25/2017] [Accepted: 08/26/2017] [Indexed: 05/05/2023]
Abstract
The electrocardiogram (ECG) of zebra fish (Danio rerio) expresses cardiac features that are similar to humans. Here we use sharp microelectrode measurements to obtain ECG characteristics in adult zebra fish and analyze the effects of cadmium chloride (CdCl2) on the heart. We observe the overall changes of ECG parameters in different treatments (0.1 TU, 0.5 TU and 1.0 TU CdCl2), including P wave, Q wave, R wave, S wave, T wave, PR interval (atrial contraction), QRS complex (ventricular depolarization), ST segment, and QT interval (ventricular repolarization). The trends of the ECG parameters showed some responses to the concentration and exposure time of CdCl2, but it was difficult to obtain more information about the useful indicators in water quality assessment depending on tendency analysis alone. A self-organizing map (SOM) showed that P values, R values, and T values were similar; R wave and T wave amplitude were similar; and most important, QRS value was similar to the CdCl2 stress according to the classified data patterns including CdCl2 stress (E) and ECG components based on the Ward linkage. It suggested that the duration of QRS complex was related to environmental stress E directly. The specification and evaluation of ECG parameters in Cd2+ pollution suggested that there is a markedly significant correlation between QRS complex and CdCl2 stress with the highest r (0.729) and the smallest p (0.002) among all ECG characteristics. In this case, it is concluded that QRS complex can be used as an indicator in the CdCl2 stress assessment due to the lowest AIC data abased on the linear regression model between the CdCl2 stress and ECG parameters.
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Affiliation(s)
- Na Xing
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Lizhen Ji
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Jie Song
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Jingchun Ma
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Shangge Li
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Zongming Ren
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China.
| | - Fei Xu
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China
| | - Jianping Zhu
- Institute of Environment and Ecology, Shandong Normal University, Ji'nan 250014, People's Republic of China.
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