ABSTRACT
Cascade reservoirs construction can greatly alter flow regime and sediment transport of rivers, further affecting migration and transformation processes of biogenic elements. The Jinsha River (JSR) is the China's largest hydropower base and the main runoff, sediment suspension, and nutrient source areas of the Yangtze River. However, the distribution, transport, and retention patterns of biogenic elements in the JSR are still unclear under the influence of cascade reservoirs. Therefore, monthly concentration monitoring work was conducted from November 2021 to October 2023 for various forms of carbon (C), nitrogen (N), phosphorus (P), and silicon (Si). Results showed that the concentrations and fluxes of total phosphorus (TP) and particulate phosphorus (PP) exhibited continuous decreasing trends along the reservoirs cascade, whereas N exhibited contrasting trends. The concentrations of dissolved total carbon (DTC), dissolved inorganic carbon (DIC), and total silicon also showed decreasing trends from upstream to downstream, whereas their fluxes were primarily influenced by runoff and exhibited upward fluctuations. Compared with other biogenic elements, there was a more pronounced retention effect on TP and PP by reservoirs, with average retention rates of 8.29 % and 16.01 %, respectively. Longer hydraulic retention time (HRT) can retain more TP and PP. Meanwhile, the retention rates of DTC, DIC, and particulate silicon were positively correlated with HRT, while the retention rate of dissolved silicon (DSi) showed a positive correlation with reservoir age. Moreover, the higher ratios of dissolved inorganic nitrogen to dissolved inorganic phosphorus (DIP) and DSi to DIP have occurred, resulting in apparent P limitation, particularly during the non-flood season due to lower DIP concentration. Overall, cascade reservoirs construction exists great influences on the spatial allocation, fluxes transport, and biogeochemical cycles of biogenic elements, potentially affecting the stability of rivers ecosystem along the food chain network.
ABSTRACT
BACKGROUND: When treating patients with coronary artery disease and concurrent renal concerns, we often encounter a conundrum: how to achieve a clearer view of vascular details while minimizing the contrast and radiation doses during percutaneous coronary intervention (PCI). Our goal is to use deep learning (DL) to create a real-time roadmap for guiding PCI. To this end, segmentation, a critical first step, paves the way for detailed vascular analysis. Unlike traditional supervised learning, which demands extensive labeling time and manpower, our strategy leans toward semi-supervised learning. This method not only economizes on labeling efforts but also aims at reducing contrast and radiation exposure. METHODS AND RESULTS: CAG data sourced from eight tertiary centers in Taiwan, comprising 500 labeled and 8952 unlabeled images. Employing 400 labels for training and reserving 100 for validation, we built a U-Net based network within a teacher-student architecture. The initial teacher model was updated with 8952 unlabeled images inputted, employing a quality control strategy involving consistency regularization and RandAugment. The optimized teacher model produced pseudo-labels for label expansion, which were then utilized to train the final student model. We attained an average dice similarity coefficient of 0.9003 for segmentation, outperforming supervised learning methods with the same label count. Even with only 5 % labels for semi-supervised training, the results surpassed a supervised method with 100 % labels inputted. This semi-supervised approach's advantage extends beyond single-frame prediction, yielding consistently superior results in continuous angiography films. CONCLUSIONS: High labeling cost hinders DL training. Semi-supervised learning, quality control, and pseudo-label expansion can overcome this. DL-assisted segmentation potentially provides a real-time PCI roadmap and further diminishes radiation and contrast doses.
Subject(s)
Coronary Vessels , Deep Learning , Supervised Machine Learning , Humans , Coronary Vessels/diagnostic imaging , Percutaneous Coronary Intervention/methods , Coronary Artery Disease/diagnostic imaging , Coronary Angiography/methods , Image Processing, Computer-Assisted/methodsABSTRACT
Due to the high prevalence of diabetes mellitus, researchers have conducted numerous experimental animal studies. However, the mammalian diabetes model is cumbersome and expensive to operate, while the cheap and simple common silkworm diabetes model has the disadvantage of a short cycle time. Since the growth of silkworms is greatly affected by environmental factors, we extended the five-age cycle of silkworms by lowering the ambient temperature to establish a novel low-temperature silkworm diabetes model. Our goal was to determine whether the low-temperature feeding of a high-sugar diet to silkworms could serve as an effective animal model for diabetes. Also, we aimed to resolve certain issues concerning the normal temperature silkworm diabetes model, such as the short time frame for experiments and erratic fluctuations in blood sugar levels. Silkworms weighing between 0.9 and 1.0 g at the beginning of the fifth instar were selected, and we created diabetic silkworms by feeding mulberry leaves containing 4% glucose daily in a 16-20°C environment. When the silkworms were kept at a cooler temperature, the fifth instar stage lasted for an additional 9-11 days. In the model group, 83.3% of the silkworms had blood glucose levels greater than 7.8 mmol/L, while the total prevalence of diabetic silkworms was 89.8%. Moreover, JNK phosphorylation expression rose in the model group, while PI3K expression fell. Additionally, the JNK and PI3K signaling pathway expressions matched diabetic signals. Therefore, using silkworms to create a diabetes model in a cool environment is a straightforward and cost-effective approach to studying diabetes in animals.
Subject(s)
Bombyx , Diabetes Mellitus , Morus , Animals , Bombyx/metabolism , Temperature , Phosphatidylinositol 3-Kinases/metabolism , MammalsABSTRACT
Zn and its alloys are receiving increasing interest for biodegradable orthopedic implant applications owing to their moderate corrosion rate and the potential functionality of Zn2+. However, their non-uniform corrosion behavior and insufficient osteogenic, anti-inflammatory, and antibacterial properties do not meet the comprehensive requirements of orthopedic implants in clinical use. Herein, an aspirin (an acetylsalicylic acid, ASA, 10, 50, 100, and 500 mg/L)-loaded carboxymethyl chitosan (CMC)/gelatin (Gel)-Zn2+ organometallic hydrogel composite coating (CMC/Gel&Zn2+/ASA) was fabricated on a Zn surface via an alternating dip-coating method, aiming to obtain a material with these comprehensive properties improved. The organometallic hydrogel composite coatings, ca. 12-16 µm in thickness, showed compact, homogeneous, and micro-bulge structured surface morphology. The coatings protected well the Zn substrate from pitting/localized corrosion and contained the release of the bioactive components, Zn2+ and ASA, in a sustained and stable manner in long-term in vitro immersions in Hank's solution. The coated Zn showed greater ability to promote proliferation and osteogenic differentiation for MC3T3-E1 osteoblasts, and better anti-inflammatory capacity when compared with uncoated Zn. Additionally, this coating displayed excellent antibacterial activity against both Escherichia coli (>99 % antibacterial rate) and Staphylococcus aureus (>98 % antibacterial rate). Such appealing properties can be attributed to the compositional nature of the coating, namely the sustained release of Zn2+ and ASA, as well as the surface physiochemical properties because of its unique microstructure. This organometallic hydrogel composite coating can be considered a promising option for the surface modification of biodegradable Zn-based orthopedic implants among others.
Subject(s)
Hydrogels , Osteogenesis , Corrosion , Hydrogels/pharmacology , Coated Materials, Biocompatible/pharmacology , Coated Materials, Biocompatible/chemistry , Cell Line , Absorbable Implants , Aspirin , Anti-Inflammatory Agents , Anti-Bacterial Agents/pharmacology , Escherichia coli , Gelatin/pharmacology , Zinc/pharmacologyABSTRACT
Zn and its alloys are increasingly under consideration for biodegradable bone fracture fixation implants owing to their attractive biodegradability and mechanical properties. However, their clinical application is a challenge for osteoporotic bone fracture healing, due to their uneven degradation mode, burst release of zinc ions, and insufficient osteo-promotion and osteo-resorption regulating properties. In this study, a type of Zn2+ coordinated zoledronic acid (ZA) and 1-hydroxyethylidene-1,1-diphosphonic acid (HEDP) metal-organic hybrid nanostick was synthesized, which was further mixed into zinc phosphate (ZnP) solution to mediate the deposition and growth of ZnP to form a well-integrated micro-patterned metal-organic/inorganic hybrid coating on Zn. The coating protected noticeably the Zn substrate from corrosion, in particular reducing its localized occurrence as well as suppressing its Zn2+ release. Moreover, the modified Zn was osteo-compatible and osteo-promotive and, more important, performed osteogenesis in vitro and in vivo of well-balanced pro-osteoblast and anti-osteoclast responses. Such favorable functionalities are related to the nature of its bioactive components, especially the bio-functional ZA and the Zn ions it contains, as well as its unique micro- and nano-scale structure. This strategy provides not only a new avenue for surface modification of biodegradable metals but also sheds light on advanced biomaterials for osteoporotic fracture and other applications. STATEMENT OF SIGNIFICANCE: Developing appropriate biodegradable metallic materials is of clinical relevance for osteoporosis fracture healing, whereas current strategies are short of good balance between the bone formation and resorption. Here, we designed a micropatterned metal-organic nanostick mediated zinc phosphate hybrid coating modified Zn biodegradable metal to fulfill such a balanced osteogenicity. The in vitro assays verified the coated Zn demonstrated outstanding pro-osteoblasts and anti-osteoclasts properties and the coated intramedullary nail promoted fracture healing well in an osteoporotic femur fracture rat model. Our strategy may offer not only a new avenue for surface modification of biodegradable metals but also shed light on better understanding of new advanced biomaterials for orthopedic application among others.
Subject(s)
Osteoporotic Fractures , Rats , Animals , Zoledronic Acid , Osteoporotic Fractures/drug therapy , Osteoporotic Fractures/surgery , Biocompatible Materials/chemistry , Phosphates , Alloys/pharmacology , Alloys/chemistry , Zinc/pharmacology , Absorbable Implants , Corrosion , Materials TestingABSTRACT
Trichinella spiralis is a zoonotic parasite that infects most mammals, even humans. Glutamate decarboxylase (GAD) is an important enzyme in glutamate-dependent acid resistance system 2 (AR2), but the GAD of T. spiralis in AR2 is unclear. We aimed to investigate the role of T. spiralis glutamate decarboxylase (TsGAD) in AR2. We silenced the TsGAD gene to evaluate the AR of T. spiralis muscle larvae (ML) in vivo and in vitro via siRNA. The results showed that recombinant TsGAD was recognized by anti-rTsGAD polyclonal antibody (57 kDa), and qPCR indicated that TsGAD transcription peaked at pH 2.5 for 1 h compared to that with pH 6.6 phosphate-buffered saline. Indirect immunofluorescence assays revealed that TsGAD was expressed in the epidermis of ML. After TsGAD silencing in vitro, TsGAD transcription and the survival rate of ML decreased by 15.2% and 17%, respectively, compared with those of the PBS group. Both TsGAD enzymatic activity and the acid adjustment of siRNA1-silenced ML were weakened. In vivo, each mouse was orally infected with 300 siRNA1-silenced ML. On days 7 and 42 post-infection, the reduction rates of adult worms and ML were 31.5% and 49.05%, respectively. Additionally, the reproductive capacity index and larvae per gram of ML were 62.51±7.32 and 1250.22±146.48, respectively, lower than those of the PBS group. Haematoxylin-eosin staining revealed many inflammatory cells infiltrating the nurse cells in the diaphragm of mice infected with siRNA1-silenced ML. The survival rate of the F1 generation ML was 27% higher than that of the F0 generation ML, but there was no difference from the PBS group. These results first indicated that GAD plays a crucial role in AR2 of T. spiralis. TsGAD gene silencing reduced the worm burden in mice, providing data for the comprehensive study of the AR system of T. spiralis and a new idea for the prevention of trichinosis.
Subject(s)
Trichinella spiralis , Trichinellosis , Humans , Mice , Animals , RNA Interference , Glutamate Decarboxylase/genetics , RNA, Small Interfering/genetics , Larva , Mice, Inbred BALB C , MammalsABSTRACT
Dams have reduced longitudinal river connectivity (LRC) worldwide, impairing habitat and migration opportunities for many freshwater fish species. However, national assessments linking LRC and threatened inland fish species distributions are lacking. Here, we show the trends in the LRC in China over the past 60 years, and quantitatively analyse their implications for threatened inland fish species. The average LRC in China decreased from 93.5% in 1960 to 25.1% in 2018, and the significant deterioration in LRC occurred over the last 20 years. Water resource regions with a high number of threatened fish species are concentrated in southern China, and the degree of threat to inland fish species increases with a decreasing average LRC. A total of 125 inland fish species are threatened by habitat degradation and loss, which is mainly caused by the construction of dams. Intrinsic factors and pollution are two other key threats to fish species in addition to the reduction of LRC. The results of this study can help us better understand the trends in LRC in China and their implications for inland fishes. Meanwhile, this study provides guidance for river management to help preserve biological diversity, including enhancing management of natural reserve areas, establishing ecological compensation mechanisms, preventing biological invasion, and monitoring and evaluation of restoration efforts.
Subject(s)
Endangered Species , Rivers , Animals , Biodiversity , China , Conservation of Natural Resources , Ecosystem , FishesABSTRACT
ETHNOPHARMACOLOGICAL RELEVANCE: Licorice has been commonly used in traditional Chinese medicine for treatment of gastric, liver, and respiratory disease conditions for more than two thousand years. It is a major component of several Chinese patent medicines certificated by National Medical Products Administration that possess great anticancer activities. AIM OF THE STUDY: To comprehensively summarize the anticancer activities of licorice flavonoids, explain the underlying molecular mechanisms, and assess their therapeutic potentials and side-effects. METHODS: PubMed, Research Gate, Web of Science, Google Scholar, academic journals, and Science Direct were used as information sources, with the key words of "anticancer", "licorice", "flavonoids", and their combinations, mainly from 2000 to 2019. RESULTS: Sixteen licorice flavonoids are found to possess anticancer activities. These flavonoids inhibit cancer cells through blocking cell cycle and regulating multiple signaling pathways. The major pathways targeted by licorice flavonoids include: the MAPK pathway, PI3K/AKT pathway, NF-κB pathway, death receptor - dependent extrinsic signaling pathway, and mitochondrial apoptotic pathway. CONCLUSION: Licorice flavonoids are a group of versatile molecules that have pleiotropic effects on cell growth, survival and cell signaling. Many of the flavonoids possess inhibitory activities toward cancer cell growth and hence have a great therapeutic potential in cancer treatment. However, additional preclinical studies are still needed to assess their in vivo efficacy and possible toxicities. It is also imperative to evaluate the effects of licorice flavonoids on the metabolism of other drugs and explore the potential synergistic mechanism.
Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Flavonoids/pharmacology , Glycyrrhiza , Neoplasms/drug therapy , Plant Extracts/pharmacology , Signal Transduction/drug effects , Animals , Antineoplastic Agents, Phytogenic/isolation & purification , Antineoplastic Agents, Phytogenic/toxicity , Apoptosis/drug effects , Apoptosis Regulatory Proteins/metabolism , Cell Cycle Checkpoints/drug effects , Cell Cycle Proteins/metabolism , Cell Proliferation/drug effects , Flavonoids/isolation & purification , Flavonoids/toxicity , Glycyrrhiza/chemistry , Glycyrrhiza/toxicity , Humans , Neoplasms/metabolism , Neoplasms/pathology , Plant Extracts/isolation & purification , Plant Extracts/toxicityABSTRACT
ETHNOPHARMACOLOGICAL RELEVANCE: A great deal of valuable experience has been accumulated in the traditional Chinese medicine (TCM) system for the treatment of "Xiaoke" disease which is known as diabetes mellitus now. As the most-commonly used Chinese herb, licorice has been used in TCM for more than two thousand years. It is often used in combination with other herbs to treat metabolic disorders, especially diabetes mellitus. AIM OF THE STUDY: To summarize the characteristics, mechanisms, and clinical use of licorice and its active components for treating diabetes mellitus. METHODS: PubMed, Web of Science, Research Gate, Science Direct, Google Scholar, and Academic Journals were used as information sources by the inclusion of the search terms 'diabetes', 'licorice', 'licorice extracts', 'flavonoids', 'triterpenoids', and their combinations, mainly from 2005 to 2019. RESULTS: Licorice extracts, five flavonoids and three triterpenoids isolated from licorice possess great antidiabetic activities in vivo and in vitro. This was done by several mechanisms such as increasing the appetency and sensitivity of insulin receptor site to insulin, enhancing the use of glucose in different tissues and organs, clearing away the free radicals and resist peroxidation, correcting the metabolic disorder of lipid and protein, and improving microcirculation in the body. Multiple signaling pathways, including the PI3K/Akt, AMPK, AGE-RAGE, MAPK, NF-кB, and NLRP3 signaling pathways, are targets of the licorice compounds. CONCLUSION: Licorice and its metabolites have a great therapeutic potential for the treatment of diabetes mellitus. However, a better understanding of their pharmacological mechanisms is needed for evaluating its efficacy and safety.
Subject(s)
Diabetes Mellitus/drug therapy , Drugs, Chinese Herbal/therapeutic use , Glycyrrhiza , Hypoglycemic Agents/therapeutic use , Medicine, Chinese Traditional/methods , Animals , Diabetes Mellitus/metabolism , Drugs, Chinese Herbal/isolation & purification , Humans , Hypoglycemic Agents/isolation & purification , Medicine, Chinese Traditional/trendsABSTRACT
Licorice is a frequently-used medicinal plant worldwide. Two triterpenoids, 18α-glycyrrhizic acid (18α-GC) and 18ß-glycyrrhizic acid (18ß-GC), are the key medicinal components accumulated in licorice. Biosynthesis of triterpenoids is a complex process that involves many secondary metabolic pathways. In this study, we tried to identify the key enzymes and pathways for the triterpenoid biosynthesis in licorice by analyzing the gene expression patterns in samples containing different GC levels. Glycyrrhizia glabra (one of the original species used as licorice in Chinese Pharmacopoeia) seeds were irradiated by X-ray and cultivated for one year, and samples with different GC contents were selected by HPLC analysis. RNA-Seq was performed to determine the gene expression in three X-ray irradiated G. glabra samples (H1, H2, and H3) with the highest GC content and one control G. glabra sample (L1) with the lowest GC content. 28.44 Gb raw data was generated and 47.7 million, 45.4 million, 43.3 million, and 45.9 million clean reads were obtained in samples H1, H2, H3, and L1, respectively. Approximately 48.53% of genes were annotated searching against GO and KEGG databases. A total of 1376 core differentially expressed genes (DEGs) were identified, which mainly enriched in phenylpropanoid metabolism, glycometabolism, plant circadian rhythm, and terpenoid biosynthetic pathway. 15 core DEGs selected from the 1376 DEGs were further verified by qRT-PCR, which confirmed that the RNA-Seq results were accurate and reliable. This study provides a basis for future functional genes mining and molecular regulatory mechanism elucidation of triterpenoid biosynthesis in licorice.