Editor-in-Chief: SONG Linsheng Deputy Editor-in-Chief: ZHANG Guochen
LI Zhijun
LIU Ying
ZHANG Dongdong (executive) Sponsor: Dalian Ocean University Supervisor: Education Department of Liaoning Province Address: No. 52,Heishijiao street, Shahekou District, Dalian, Liaoning Province, China Postal code: 116023 Tel: 0411-84762672 E-mail:xuebao@dlou.edu.cn
To investigate the role of the oligomycin sensitivity-conferring protein (OSCP) subunit gene of ATP synthase in the structural integrity and functional stability of ATP synthase in the freshwater prawn Macrobrachiumrosenbergii, its full-length cDNA was cloned by using rapid amplification of cDNA ends(RACE) technology. Small interfering RNA (siRNA) was used to interfere with the expression of the OSCP subunit gene, and the resulting changes in the expression levels of other ATP synthase subunit genes were explored. The results showed that the full-length cDNA of the OSCP subunit gene of ATP synthase in M.rosenbergii is 922 base pairs long and encodes a hydrophobic protein consisting of 209 amino acids. Homology comparison and genetic relatedness analysis indicated that the OSCP subunit gene in M.rosenbergii has the highest homology and closest genetic relationship with the American lobster (Homarusamericanus). Quantitative PCR analysis of tissue samples revealed that the expression level of the OSCP subunit gene was highest in the heart. The optimal injection dose of siRNA was 1.2 μg/g. When the expression of the OSCP subunit gene in the heart of M.rosenbergii was downregulated, the expression levels of the α, β, γ, δ, b, and d subunit genes of ATP synthase decreased significantly (P<0.05). This result indicates that inhibition of the expression of the OSCP subunit gene affects the expression of other subunit genes, thereby influencing the synthesis of ATP synthase.
To explore the ability of Brazilin to penetratethe blood-brain barrier and its potential to treat brain diseases in tilapia, a UPLC-MS/MS analytical method was established for the determination of Brazilin in an in vitro model of the blood-brain barrier of the Nile tilapia (Oreochromisniloticus). The antibacterial efficacy of 36 different Chinese herbal medicines against Streptococcusagalactiae (ZQ0910) was assessed by using the agar diffusion method, and the Minimum Inhibitory Concentration of these extracts was determined using a two-fold dilution technique. Herbs exhibiting significant antibacterial activity were selected for a subsequent in vitro permeability experiment to penetrate blood-brain barrier. The effects of an antibacterial agent on the proliferation of tilapia brain endothelial cells (TVEC-01) and tilapia astrocyte cells (TA-02) were determined using the CCK8 method in a co-culture model of TVEC-01 and TA-02 cells. The effects of bacteriostatic drugs on the expression levels of the tight junction-associated proteins JAM-B, ZO-1, and Claudin-5 in the in vitro blood-brain barrier were then detected using qRT-PCR. Finally, the concentrations of the bacteriostatic drugs in pooled samples from the in vitro blood-brain barrier model were determined using UPLC-MS/MS. The experimental results showed that of the 36 herbs tested in the experiment, the sappan wood aqueous extract had the greatest in vitro inhibitory effect on S.lactis. The results of CCK8 experiment showed that Brazilin in the range of experimental concentrations had no significant inhibitory effect on the growth of the TVEC-01 and TA-02 cells constituting the blood-brain barrier. Concentrations of 20, 40, and 80 μmol/L of Brazilin all regulated down the expression levels of tight junction proteins JAM-B, ZO-1, and Claudin-5 (P<0.05). Brazilin could be detected in samples from the lower pool of blood-brain barrier model after 30-minute administration, and the penetration concentration increased with increase in concentration of drug administered. These findings demonstrate that Brazilin can penetrate the blood-brain barrier and exert antibacterial effects, and provide a feasible strategy for screening drugs to treat brain diseases.
To understand the light adaptation ability and preference for shelters of the spiny lobster (Panulirushomarus), specimens were exposed to different light intensities, light colors, and shelters. The results showed that P.homarus preferred to inhabit low light environments, demonstrating negative phototaxis. They also exhibited a preference for certain light colors. The highest habitation rate (58.61%) occurred in the red light environment and was significantly higher than those of the other three light color groups (P<0.05). Light intensity affected feeding, with greater light intensity resulting in longer time required for the feeding rate to recover. For the 300 lx light intensity experimental group, the feeding rate recovered to 101.0% on day 2, whereas it recovered to only 97.2% on day 6 in the 1 200 lx group. For the four light colors tested, the feeding rate of the lobsters returned to normal levels on day 2. P.homarus showed a preference for low height shelters. The highest habitation rate (66.48%) occurred in shelters located 1 cm from the bottom, and this rate was significantly different from those of the other groups (P<0.05). The lowest habitation rate (0.74%) was recorded in 80 cm high shelters. The lobsters also showed a preference for larger shelters. The highest habitation rate (44.76%) was detected in shelters with a diameter of 20 cm, which was significantly different those of the other groups (P<0.05). These results suggest that P.homarus prefer habitats with weak light and significantly prefer red light. For shelter selection, shelters should be placed at a bottom height not exceeding 40 cm and with a diameter ranging from 0.8 to 1.0 times the length of the antennal flagellum.
To explore toxic effects of tris (2-chloropropyl) phosphate (TCPP) on the early development of marine fish,marine medaka (Oryziasmelastigma) was used to examine the effects of 0, 5, 15, and 25 mg/L TCPP on its embryo development exposed continuously for 21 days. The results showed a significant decrease in the survival rate of embryos exposed to TCPP. Compared with the control group, the heart rate of embryos exposed was noticeably down at 5, 8, and 10 days post-fertilization, the average hatching time of the embryos was significantly reduced, and the malformation rate, especially eye deformities, increased markedly. Additionally, the body length, eye-axis length, eye diameter, and scleral diameter of newly hatched fish larva were significantly decreased, the ratio of scleral diameter to eye diameter was significantly increased after TCPP exposure,and both the body length and pectoral fin length of the 21-day-old larva were significantly shorter. The study expands the understanding of the ecotoxicology of TCPP to marine fish, and it provides basic data for assessing ecological risk of TCPP in marine environments and for formulating corresponding environmental protection standard.
To investigate the nutritional quality and heavy metal safety risk of Chinese mitten crab (Eriocheirsinensis) and the crayfish (Procambarusclarkia) farmed in cold ponds with the similar environments, the edible yield, proximate composition(moisture, crude protein, total lipid and ash), fatty acids, mineral elements, and heavy metal (Cd,Cr,Hg and Pb) in these two specieswere determined by dissection, biochemical composition analysis, area normalization, and inductively coupled plasma mass spectrometry. The results showed that the average body weight, gonadosomatic index, meat yield, and total edible yield of E.sinensis were significantly higher than those of P.clarkia (P<0.01). The moisture and crude protein contents in the hepatopancreas of E.sinensis were significantly higher than those of P.clarkia, but the crude protein content in the muscle was significantly lower (P<0.01). The total saturated fatty acid, C18:3n3 (α-linolenic acid), C22:6n3 (docosahexaenoic acid), and total 3-ω polyunsaturated fatty acid contents of E.sinensis were significantly lower than those of P.clarkia (P<0.01), whereas the total polyunsaturated fatty acid content was significantly higher (P<0.01). The contents of Na, Ca, Zn, Cu, and total minerals in the hepatopancreas of E.sinensis were higher than those in the P.clarkia, but the contents of Fe and Mn were lower. The contents of Na, Ca, Fe, Zn, Cu, Mn, Se and total minerals in the muscle of E.sinensis were higher than those in the P.clarkia, but K content was lower (P< 0.01). The contents of the heavy metal elements Cd, Cr, Hg, and Pb in the hepatopancreas and muscle of P.clarkia were slightly higher than those in. In summary, had higher body weight, gonadosomatic index, meat yield, total edible yield, and total PUFA, Na, Ca, Zn, Cu, and total mineral element contents compared to P.clarkia, whereas the edible tissues of P.clarkia had higher α-linolenic acid, docosahexaenoic acid, K contents as well as higher crude protein content in muscle. The poisonous heavy metal contents in the edible tissues of both species were lower than the national food safety standard, making them safe sources of aquatic food.
To explore the absorption capabilities of sea purslane (Sesuviumportulacastrum) to nitrogen in different forms, transcriptome sequencing was used to study absorption and assimilation mechanisms of hydroponically cultured sea purslane for ammonium nitrogen (SA) and nitrate nitrogen (SN).The results showed that the rhizosphere acidification of the SA group was greater than that of the SN group, with a difference being 1.48 ± 0.02. At the same concentration (60 mg/L N), the absorption of ammonium by S.portulacastrum was more delayed and weaker than that of nitrate The uptake process of N conformed to the first-order reaction kinetic model, and the absorption rate constant (k=0.023 5 /d) of ammonia was lower than that of nitrate (k=0.069 7 /d) of nitrate. The absorption of phosphorus was 1.87 times higher in the SA group compared to the SN group. The sea purslane has high tolerance to ammonia. The growth traits between the two groups did not showed any significant differences, with an exception of reduced stem biomass in the SA group. By using Eukaryotic Orthologous Groups(KOG) annotation, Kyoto Encyclopedia of Genes and Genomes(KEGG), and Gene Ontology(GO) pathway analyses, differentially expressed genes related to nitrogen metabolism in S.portulacastrum were screened, including nitrate reductase (NR), nitrite reductase (NiR), nitrate transporter (NRT1), chloride channel protein (CLC-c), slow anion channel (SLAH3), amino acid transporters, and aminotransferases. Among them, NR and NiR futher induced corresponding changes in protein expression levels. Compared with the SN group, NR and NiR expression levels in the levels of SA group were downregulated. This suggested that ammonia was assimilation did not occur mostly in the leaves, but the assimilation of nitrate mainly occurred in the leaves. The upregulated expression of aminotransferases (e.g., BCAT2, ALAAT2, AAT) and amino acid transport proteins (e.g., CAT1, Avt1H, BAT1, AATL1) suggests that ammonium from ammonium assimilation might be reallocated and recycled in the leaves. The upregulated gene expression of nitrate transporters such as NPF6.2/NRT1.4, NPF6.4/NRT1.3, and SLAH3, might also play a role in the detoxification of ammonium.
Estrogen receptors play a crucial role in the reproductive processes of teleost fish. Recent studies have indicated that estrogen signaling pathways are related to immune responses of fish. To investigate the potential immune functions of the estrogen receptor genes 2a (esr2a) and 2b (esr2b) of the largemouth bass (Micropterussalmoides), cDNA fragments of the esr2a and esr2b genes were isolated and their sequence characteristics were analyzed. Expression patterns and temporal expression profiles after injection with Nocardiaseriolae, Largemouth bass virus (LMBV), and polyinosinic-polycytidylic acid (Poly I:C), as well as treatment with the exogenous hormone 17β estradiol (E2) were explored.The cDNA sequence of the esr2a gene was 1 912 bp in length, with a 3′untranslated region (UTR) of 113 bp, a 5′UTR of 125 bp, and an open reading frame (ORF) of 1 674 bp, encoding a total of 557 amino acids. The cDNA sequence of the esr2b gene was 2 358 bp in length, with a 3′UTR of 293 bp, a 5′UTR of 52 bp, and an ORF of 2 013 bp, encoding a total of 670 amino acids.Both the esr2a and esr2b proteins in the largemouth bass were characterized as unstable, hydrophilic, and acidic. In addition, both esr2a and esr2b contained one ZnF_C4 domain and one HOLI domain. Real-time fluorescence quantitative PCR analysis showed that, in normal fish, the esr2a gene exhibited its highest expression in kidney, while the esr2b gene showed its highest levels in spleen and liver. Following injection with N.seriolae, significant decreases in the expression levels of the esr2a and esr2b genes were observed in the liver of largemouth bass (P<0.05). Conversely, after injection with LMBV, the expression levels of the esr2a and esr2b genes in the kidney increased significantly (P<0.05). In contrast, injection with Poly I:C significantly inhibited the expression of esr2a and esr2b in both the kidney and spleen (P<0.05). Additionally, E2 treatment inhibited the expression of the esr2a and esr2b mRNAs in the spleens of both male and female fish (P<0.05). This study suggests a potential association between the esr2a and esr2b genes and the immune response in largemouth bass.
Hexavalent chromium [Cr(Ⅵ)] is a common and highly toxic environmental pollutant. In this study, we assessed the effects of long-term exposure to environmental concentrations of Cr(Ⅵ) on the intestinal microflora of adult zebrafish (Daniorerio) as well as the effectiveness of the natural antioxidant vitamin C (VC) in preventing chromium oxidative toxicity. Four treatment groups were set up: control (Con) group, VC group (2 mg/L), Cr group (2 mg/L), and Cr+VC group (2 mg/L). After 60 days of semi-static aqueous phase exposure, zebrafish intestines were dissected and feces samples were taken for 16S rRNA high throughput sequencing to analyze the diversity and composition of microbial communities. The results showed that Cr(Ⅵ) induced an increase in Shannon’s index in the intestinal alpha diversity of zebrafish and that the addition of VC reduced this value to some extent (P<0.05). The beta diversity differed between groups in the major components of the gut microbiota (P<0.05). The abundance of species at the phylum and genus levels showed that Cr(Ⅵ) exposure significantly decreased the beneficial bacteria in the genus Cetobacterium (Fusobacteriota) and significantly increased the beneficial bacteria in the genus Exiguobacterium (Firmicutes) in the zebrafish intestine (P<0.05) and that the addition of VC alleviated these changes to a certain extent. Exposure to Cr(Ⅵ) exposure caused the “amino acid transportation and metabolism” function to be slightly lower than that of the Con group, but this function increased slightly after the addition of VC. These results show that VC can alleviate the balance of zebrafish intestinal microflora induced by exposure to Cr(Ⅵ) to a certain extent. The study provides a data support for the remediation of aquatic ecosystems polluted by heavy metals, and it expands the understanding of the structure and function of the zebrafish intestinal microbiota.
A good gut microbiota is of vital importance to digestion of sea cucumber (Apostichopusjaponicus). This study used paraffin sectioning, behavioral observation, and 16S rRNA high-throughput sequencing techniques to investigate the effects of ingested glass microbeads on the behavior and intestinal structure of A.japonicus,andthensystematically elucidated the impacts of those microbeads on the composition of intestinal microbial community of sea cucumber. The results showed that no significant differences were observed in crawling and feeding behaviors or gut morphology among group Q (complete replacement of sea mud with microbeads), group I (partial replacement of sea mud withmicrobeads), and group O (control). The abundance and diversity of the gut microbiota of A.japonicus in group Q were significantly higher than those in group O (P<0.05), while no significant difference was observed in the relevant indicators in group I. However, the ingested glass microbeads showed minimal impact on the dominant microbial communities. Proteobacteria were the primary dominant phylum in all three groups, and Bacteroidota persisted as the second dominant phylum, suggesting that the original balance of microbial communities was not disrupted. Compared to group O, group Q exhibited specific bacterial phyla including NB1-j, Hydrogenedentes, and Desulfobacterota, along with specific bacterial families such as the PS1 clade, Hydrogenedensaceae, Hyphomicrobiaceae, and Arenicellaceae.But group I showed no differential bacterial phyla. This study demonstrates that complete substitution of sea mud with glass microbeads in the substrate enhances the richness and diversity of intestinal microbiota of A.japonicus, effectively enriching the beneficial microorganisms while maintaining normal behavioral activities, intestinal structural integrity, and intestinal microecological balance. This study provides theoretical insights for culture of A.japonicus.
To investigate the adaptability of hybrid marble goby Oxyeleotrismarmorata♀×O.lineolata♂) to a formulated diet,chilled Artemiasalina, and live Cirrhinamolitorella, a 90-day feeding trial was conducted for juvenile marble goby hybrids with an average body length of 5 cm. The experiments were conducted in 100 cm×80 cm×60 cm tanks withindustrial recirculating aquaculture conditions. Each type of diet was tested for three parallel groups with 30 fish each group,fed twice per day. Fish were feed After the feeding trial, effects of the different diets on the growth performance, blood biochemical indices, intestinal histomorphology, antioxidant capacity, digestive enzyme activity, and gut microbial composition were analyzed. The results showed that the final average body weight, final average body length, and weight gain rate of fish fed with formulated diet were significantly higher than those fed with chilled A.salina (P<0.05).The hepatosomatic index and viscerosomatic index of fish fed with formulated diet were significantly higher than those with the other two types of diets (P<0.05), but the feed conversion ratio was significantly lower than those fed with chilled A.salina or live C.molitorella (P<0.05). The blood triglyceride and high-density lipoprotein cholesterol levels in the formulated diet group and the live C.molitorella group were significantly higher than those in the chilled A.salina group (P<0.05), but The low-density lipoprotein cholesterol levels in the formulated diet group and chilled A.salina group were significantly lower than those in the live C.molitorella group(P<0.05). No significant differences were observed in the intestinal villus length among the three groups (P>0.05),but the muscle thickness in the formulated diet group and the live C.molitorella group was significantly greater than that in the chilled A.salina group (P<0.05). While the fish intestinal superoxide dismutase activity did not show any significant differences among the three groups (P>0.05), but the amylase activity in the formulated diet group was significantly higher than that in the other two groups (P<0.05). The formulated diet group exhibited the highest intestinal microbial diversity, followed by the live C.molitorella group, and the chilled A.salina group showed the lowest diversity. At the phylum level, Firmicutes was the dominant bacterial phylum in three diet groups. The relative abundances of Proteobacteria and Bacteroides in the formulated diet group were significantly higher than those in the other two groups (P<0.05). This study demonstrates that hybrid marble goby exhibits strong adaptability to the formulated diet. However, it is necessary to further refinet feed formulations to enhance health status of cultured hybrid marble goby.
This study investigated the potential mechanisms by which different fishing strategies influence interspecific co-occurrence catch patterns. It used data from the 2014—2022 Western and Central Pacific Ocean purse seine fishery collected by the Shanghai Kai Chuang Pelagic Fisheries Co., Ltd. (FSC) to analyze the associative relationships between species in the FSC catch groups compared with drifting fish aggregating device (DFAD) clusters, using the Apriori association rule mining algorithm. The results indicate that there is only one association rule between the silky shark (Carcharhinusfalciformis) and skipjack tuna (Katsuwonuspelamis) in the FSC group; however, the validity of this rule was not confirmed. In contrast, the associations among species in the DFAD group are significantly stronger, revealing nine high-frequency association rules. These rules involve three bycatch species: silky shark, rainbow runner (Elagatisbipinnulata), and mackerel scad (Decapterusmacarellus), along with the primary species skipjack tuna and yellowfin tuna (Thunnusalbacares). Notably, silky shark showed a strong association with skipjack tuna, suggesting its role as a key species in DFAD clusters, while rainbow runner frequently co-occurred with yellowfin tuna. These findings indicate that DFADs not only enhance the spatial aggregation of species but also significantly increase the co-occurrence probability between bycatch and target species. This study provides scientific support for optimizing fishing gear design, reducing bycatch, and improving regional ecosystem-based fisheries management.
To improve the accuracy of fishing ground prediction and fishing benefit in the western Bering Sea, the study used the Chinese fishing production data of the walleye pollock (Gaduschalcogrammus) from 2013 to 2019 and the boosting regression tree model to build a prediction model for walleye pollock fishing ground in the western Bering Sea, with environmental factors such as chlorophyll-a concentration and seawater pH as explanatory variablesand with the actual fishing ground data and selected hypothetical non-fishing ground data from the background fishing area as response variables.Further, the prediction model was tested by using the actual fishing data in 2020. The results indicated that the area under the curve (AUC) value of the prediction model was 0.96, the kappa coefficient was 0.79, and the accuracy was 89%. The comprehensive relative importance of chlorophyll-a concentration, pH value, and sea surface temperature (SST) exceeded 75%. In areas with Chl-a concentrations ranging from 0.2 to 0.4 mg/m3, pH values between 7.96 and 8.02, and SST between 6°C and 12°C, the probability fordevelopment of a walleye pollock fishing ground was relatively high. The areas that the model-predicted probability was greater than 0.6 included 85.8% of the actual trawling operationand 87.8% of the Catch Per Unit Effort (CPUE) recorded in 2020. This suggested a strong alignment between the predicted fishing grounds and the actual fishing areas in 2020 and the CPUE distribution. These results suggest that a boosted regression tree-based fishery forecasting model is applicable for predicting walleye pollock fishing grounds in the western Bering Sea.
To predict accurately the bigeye tuna fishing ground and thus to reduce fishing cost effectively, we utilized the fishing operation data on the Chinese tuna longline fishing vessels in the Atlantic during the period of 2018 to 2021 and marine environmental data concurrently. Based upon the Extreme Gradient Boosting (XGBoost) model, we incrementally integrated Convolutional Neural Network (CNN) models and the Simulated Annealing (SA) algorithm to build XGBoost, CNN-XGBoost, and CNN-SA-XGBoost models to predict bigeye tuna fishing grounds in the Atlantic Ocean and compared the predictive performance of these models. The results indicated that the CNN-SA-XGBoost model achieved an accuracy (ACC) of 82% and an area under the receiver operating curve (AUC) of 0.81, which represents 15% and 6% increases in accuracy and 0.10 and 0.02 increases in the AUC compared with the XGBoost and CNN-XGBoost models, respectively. In the analysis of the importance of environmental factors by CNN, chlorophyll concentration (Chl-a), surface seawater temperature (T0), surface seawater salinity (S0), and 300 m depth salinity (S300) accounted for approximately 51% of the relative importance index, identifying them as key environmental factors affecting the catch and distribution of bigeye tuna. In summary, the CNN-SA-XGBoost model demonstrates strong accuracy, balance, and adaptability, suggesting it suitable for forecasting bigeye tuna fishing grounds in the Atlantic Ocean.
We proposed a deep subtle feature extraction-based underwater fish recognition method (DFFE-Net) to enhance the recognition capability in the complex underwater environments. This method uses YOLOv8 as the base model due to its robustness and deformable convolution DCNv4 to replace traditional convolutions, forming the EDCN module to capure, subtle features from deep characteristic image. The Shape IoU algorithm is employed to optimize the positioning of bounding boxes, thereby enhancing the precision of fish localization. Comparative experiments using a self-built underwater fish image dataset were conducted to test the model. The experimental results indicated that the proposed DFFE-Net can enhance the mAP_50, mAP_75, and overall mAP of underwater fish recognition to 95.1%, 87.2%, and 80.3%, respectively, without increasing the parameter count or computational load. Thus, DFFE-Net can provide technical support for intelligent and precise.
To achieve efficient, accurate, and intelligent fish feeding andto reduce labor intensity and farming cost, this paper proposes a fish feeding intensity recognition method based on a cross-modal background suppression network (CMBS).The CMBS model integrates a cross-modal co-attention mechanism, a multi-head attention fusion module, and both temporal- and event-level background suppression modules. These components enhance the model’s focus on salient features and reduce the influence of transient noise and audio-visual asynchrony often found in single-modality data. To evaluate the effectiveness of the proposed approach, verifying experiments were conducted on two datasets: the publicly available AFFIA3K dataset (collected under controlled laboratory conditions) and a self-constructed dataset obtained from a recirculating aquaculture system (RAS), representing a real-world commercial farming environment. The proposed CMBS model was compared with seven state-of-the-art deep learning models. Experimental results show that the CMBS model achieved a three-class feeding intensity classification accuracy of 98.33% using the AFFIA3K dataset, outperforming traditional single-modal approaches. Using the Pseudocaranx dentex dataset collected in the RAS environment, the model reached an accuracy of 92.20%. These results demonstrate that the CMBS network can achieve high classification performance, and exhibits strong robustness and stability in complex, real-world aquaculture environments.
To address the significant water quality fluctuations and delayed oxygenation caused by the high latency of the oxygenation system in the shellfish purification and temporary rearing processes, we designed and made a water quality monitoring system based on the NBIoT communication technology. The system uses a multi-point sensor layout to monitor water quality parameters such as temperature, pH, turbidity, and dissolved oxygen (DO) in real time, and the particle swarm optimization (PSO) algorithm optimizes the back propagation (BP) neural network and the Proportional-Integral-Derivative (PID) controller and builds predicting model for DO and controlling model of automatic aerator. The system uses an STM32 microcontroller as the main control unit for the water quality monitoring sensors,and accomplishes data collection and transmission. Remote communication and data storage have been facilitated through the NBIoT module and the Alibaba Cloud platform. Simulation results showed that the PSO-BP neural network-based dissolved oxygen prediction model had high prediction accuracy, while the PSO-PID controller has improved stability and faster response for aerator control. System testing indicated that the average error in sensor data collection was <5%, confirming high sensor data collection accuracy. This system provides comprehensive, real-time monitoring of water quality throughout the entire process of shellfish purification and temporary rearing, achieving the requirements for water quality monitoring in such applications.
Climate warming and human activities has caused and deteriorated frequent hypoxic occurrences in coastal shallow waters, which have had a profound impact on coastal ecosystems and, in particular, posed a threat to the survival and ecological functions of shellfish. As a key component in the marine ecosystem, shellfish in coastal shallow seas exhibit a series of adaptive mechanisms in response to the hypoxic stress. The papersystematically reviews the effects of hypoxia on the coastal community structure, individual behavior, antioxidant defense, immune system, gene expression, and metabolism of shellfish in coastal shallow seas as well as the application of omics technologies in study of hypoxia adaptation mechanisms. The paper also explores existing water quality monitoring technologies and research progress in breeding of hypoxia-tolerant varieties, and emphasizs the importance of optimizing water quality management and breeding of hypoxia-tolerant varieties through advanced technologies in the future. The study provides the scientific basis and theoretical support for the protection of shellfish in coastal shallow waters and for the sustainable development of the aquaculture industry.
Aquaponics is a multidisciplinary agricultural technology with the microorganisms as the common productive base. It uses the theory of circular economy to address the problem of environmental pollution and food safety and pursues the goal of green, healthy, and sustainable development in the view of ‘all encompassing approach to food’ concept. Driven by the digital transformation and intelligent applications in recent years, aquaponics technology has experienced significant advances, but still faced many problems and challenges. The paper reviewed the domestic and foreign scientific literature, explored the technical origin of aquaponics development, took the research status of the technical model as the logical line, and clarified the key technical elements, cost-bebefit feasibility, of aquaponics. The technical bottlenecks of aquaponics were analyzed, including limitations relating to salt-alkali water cultivation and breeding varieties, deficiencies in system design, and inadequate supply of artificial light sources.Additionally, challenges such as disease prevention, incomplete purification of recycled water, and a shortage of skilled personnel were also addressed. In view of the analysis above, future research directions should focus on the selection of salt-alkali water cultivation varieties, the transforming mechanisms of nitrogen, phosphorus, and other nutrients, disease prevention and control, and the RD of organic feed. It is forseeable tht that the aquaponics technology will make progress in digitization, artificial intelligence, three dimensionality, and commercialization. This may provide reliable theoretical support for promotion and application of aquaponics technology.