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Authors = Yiying Liu

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27 pages, 3283 KiB  
Article
Can the Digital Economy Improve the Quality of the Marine Environment? Empirical Evidence from Coastal Provinces and Cities in China
by Yiying Jiang, Jiaqi Zhang, Jia Kang, Wenjia Zhang, Zhaobin Pei and Yang Liu
Sustainability 2025, 17(15), 7075; https://doi.org/10.3390/su17157075 - 4 Aug 2025
Viewed by 123
Abstract
Studying the impact of digital economy development on marine environmental quality has important theoretical and practical significance for achieving a win–win situation between high-quality economic development and high-level ecological environment protection. This article selects the marine environment of coastal provinces and cities in [...] Read more.
Studying the impact of digital economy development on marine environmental quality has important theoretical and practical significance for achieving a win–win situation between high-quality economic development and high-level ecological environment protection. This article selects the marine environment of coastal provinces and cities in China from 2011 to 2022 as the research object and uses the entropy method to comprehensively evaluate the quality of marine environment and the level of digital economy. Also, we construct intermediary and threshold effect models to deeply explore the impact mechanism of digital economy development on marine environmental quality. We find that digital economy and marine environmental quality both show a wave-like rising trend, but the comprehensive level is relatively low. The development of the digital economy can effectively improve the level of marine environmental quality, and the digital economy promotes the improvement of marine environmental quality by improving the level of marine economy. The level of economic development and industrial scale has created a threshold effect in the process of promoting the development of marine environmental quality through the digital economy. Therefore, strengthening the digital governance of the marine environment and promoting the industrialization of marine ecology and the ecologicalization of marine industries will help promote the integrated development of the digital economy and marine environment. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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16 pages, 1442 KiB  
Review
Glycosylation and Acylation: Important Regulators of Immune Cell Fate Decisions
by Han Wang, Yiying Zhang, Xu Luo, Xinxin Zheng, Guangdong Bai and Junhui Liu
Biology 2025, 14(6), 611; https://doi.org/10.3390/biology14060611 - 27 May 2025
Viewed by 779
Abstract
Dissecting the determinants of immune cell fate is a central challenge in immunology and is important for understanding cell differentiation, disease diagnosis, and therapy. Post-translational modifications (PTMs) of proteins are chemical modifications of amino acids involving the addition or removal of specific groups. [...] Read more.
Dissecting the determinants of immune cell fate is a central challenge in immunology and is important for understanding cell differentiation, disease diagnosis, and therapy. Post-translational modifications (PTMs) of proteins are chemical modifications of amino acids involving the addition or removal of specific groups. As molecular gatekeepers of immune cell fate, PTMs affect immune function mainly through the regulation of important life processes such as immune cell growth, proliferation, differentiation, activation, and apoptosis. Among PTMs, glycosylation and acylation have emerged as critical regulatory mechanisms governing immune homeostasis. Through precise structural alterations of immune-related proteins and receptors, glycosylation shapes antigen recognition, cytokine signaling, and intercellular communication, while acylation regulates signal transduction and epigenetic modifications in both innate and adaptive immunity. These modifications are involved in the regulation of a wide range of biological processes and are intricately associated with the pathogenesis of many diseases, especially immune diseases. Therefore, this paper reviews the functions and mechanisms of glycosylation and acylation in regulating innate and acquired immunity, to provide new insights into the role of PTMs in disease pathogenesis and potential targeted therapies. Full article
(This article belongs to the Section Immunology)
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22 pages, 6051 KiB  
Article
Identification, Expression Profiling, Microbial Binding, and Agglutination Analyses of Two Cathepsin B Genes in Black Rockfish (Sebastes schlegelii)
by Xinghua Zhuang, Xingchun Li, Wenpeng Li, Xuan Xu, Fengjun Lin, Yiying Liu, Chonghui Chen, Xiaoxu Zhang, Pei Zhang, Chao Li and Qiang Fu
Mar. Drugs 2025, 23(5), 213; https://doi.org/10.3390/md23050213 - 18 May 2025
Viewed by 538
Abstract
As a lysosomal cysteine protease of the papain subfamily, cathepsin B (CTSB) is characterized by its innate immune functions and hydrolytic activity. However, the functions of CTSB in the immune responses of teleosts remain to be clarified. In this study, two CTSB genes [...] Read more.
As a lysosomal cysteine protease of the papain subfamily, cathepsin B (CTSB) is characterized by its innate immune functions and hydrolytic activity. However, the functions of CTSB in the immune responses of teleosts remain to be clarified. In this study, two CTSB genes in S. schlegelii, SsCTSBa and SsCTSBb, were identified. Both SsCTSBa and SsCTSBb are composed of a 993 bp ORF encoding 330 amino acids. It was found in a phylogeny analysis that both genes form monophyletic clades with their orthologous counterparts of Honeycomb rockfish (Sebastes umbrosus). A synteny analysis indicated that the CTSB homologues were comparatively conserved during vertebrate evolution. Additionally, quantitative real-time PCR revealed the ubiquitous mRNA expression of SsCTSBa and SsCTSBb in all of the examined tissues, and substantially differential expression patterns could be observed following Aeromonas salmonicida infection. A subcellular localization analysis demonstrated that the distribution of SsCTSBa and SsCTSBb was mainly in the cytoplasm. Moreover, rSsCTSBa and rSsCTSBb showed strong binding to Poly(I:C) and exhibited diverse agglutination effects on different bacteria. Overall, these findings suggest that the CTSB genes in black rockfish might show essential functions in the host defense of teleosts against bacterial infections, providing valuable insights for further investigations into the immune mechanism of teleost CTSB. Full article
(This article belongs to the Section Marine Biotechnology Related to Drug Discovery or Production)
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14 pages, 16776 KiB  
Article
Effects of Heteroaromatic Thiol Additives on Co Electrodeposition by Surface Adsorption
by Yu Duan, Yedi Li, Tingjun Wu, Wei Xu, Lei Zhu, Qiang Liu, Yiying Wang and Wenjie Yu
Electrochem 2025, 6(2), 16; https://doi.org/10.3390/electrochem6020016 - 30 Apr 2025
Viewed by 457
Abstract
Cobalt electrochemical deposition, with its bottom–up growth properties, is a core technology for creating metal interconnects. Additives are crucial during electrodeposition to control the quality of deposits by adsorbing onto the Co surface. The functional groups of additive molecules are the key to [...] Read more.
Cobalt electrochemical deposition, with its bottom–up growth properties, is a core technology for creating metal interconnects. Additives are crucial during electrodeposition to control the quality of deposits by adsorbing onto the Co surface. The functional groups of additive molecules are the key to tailoring the adsorption behavior. This study focuses on heteroaromatic thiol additives, including 2-mercaptobenzimidazole (MBI), 2-mercapto-5-benzimidazolesulfonic acid sodium salt dehydrate (MBIS), and 2-mercaptobenzoxazole (MBO). Cyclic voltammetry, chronopotentiometry, quantum chemical calculations, and characterization tests were employed to investigate the adsorption behavior of additive molecules with different functional groups on cobalt. The results indicate that the inhibitory strength of the three additives on electrodeposition follows the following order: MBI > MBIS > MBO. The strong inhibitory effect of MBI primarily stems from the adsorption of the thiol group, the pyridine-like nitrogen in the heterocycle, and the benzene ring. MBIS exhibits reduced inhibitory capability due to the combined effects of the sulfonic acid group and hydrolysis ionization. MBO, with the introduction of an oxygen atom in the heterocycle, shows the weakest adsorption and inhibitory capability among the three. Full article
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24 pages, 1276 KiB  
Article
Impact of Digital Technology Adoption on the Similarity of Sustainability Reports
by Yiying Wang, Derek D. Wang and Rongxuan Liu
Sustainability 2025, 17(8), 3728; https://doi.org/10.3390/su17083728 - 21 Apr 2025
Viewed by 940
Abstract
Digital technology has transformed sustainability reporting practices, creating both opportunities and homogenization risks. This study analyzes 9903 sustainability reports from Chinese listed companies (2009–2021) through cosine similarity analysis. It reveals high intercorporate similarity (mean = 0.776). Fixed-effects modeling demonstrates that digital adoption increases [...] Read more.
Digital technology has transformed sustainability reporting practices, creating both opportunities and homogenization risks. This study analyzes 9903 sustainability reports from Chinese listed companies (2009–2021) through cosine similarity analysis. It reveals high intercorporate similarity (mean = 0.776). Fixed-effects modeling demonstrates that digital adoption increases report similarity, while analyst scrutiny and innovation capacity significantly mitigate this convergence effect. The findings suggest that digital tools promote isomorphic disclosure patterns through template-driven reporting. However, market monitoring (analyst attention) and R&D investment counterbalance this trend by incentivizing unique environmental, social, and governance (ESG) disclosures. This study offers novel insights into information asymmetry theory and social learning theory. The increased similarity in reporting will lead to standardization among Chinese companies, thereby enhancing their comparability in the international market. This will not only help Chinese companies improve their performance assessments for global investors but also facilitate cross-border investments. Full article
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15 pages, 5727 KiB  
Article
Superconformal Electrodeposition of Cobalt into Micron-Scale Trench with Alkynol Derivatives
by Wei Xu, Yedi Li, Tingjun Wu, Yu Duan, Lei Zhu, Qiang Liu, Yiying Wang and Wenjie Yu
Materials 2025, 18(8), 1747; https://doi.org/10.3390/ma18081747 - 10 Apr 2025
Viewed by 661
Abstract
Copper interconnect technology faces limitations due to the electron’s mean free path and electromigration, driving the adoption of cobalt alternatives. This study proposes a novel mechanism to achieve superfilling by tuning the adsorption energy of additive molecules on cobalt surfaces. The adsorption energies [...] Read more.
Copper interconnect technology faces limitations due to the electron’s mean free path and electromigration, driving the adoption of cobalt alternatives. This study proposes a novel mechanism to achieve superfilling by tuning the adsorption energy of additive molecules on cobalt surfaces. The adsorption energies of additives are tailored by changing molecular structures with different functional groups. Computational results reveal that carbon–carbon triple bonds critically strengthen adsorption, while ether bonds further enhance binding on distinct cobalt crystallographic planes. Specifically, 1,4-bis(2-hydroxyethoxy)-2-butyne (BEO) containing both triple bonds and ether groups exhibits the highest adsorption energy (−22.62 eV). Replacing ether with hydroxyl groups in 2-butyne-1,4-diol (BOZ) reduces the adsorption energy to −10.39 eV, while eliminating triple bonds in 1,4-butanediol diglycidyl ether (BDE) further decreases it to −8.43 eV. Experimental studies demonstrate that BOZ and BEO preferentially adsorb on the (101) and (110) planes of hexagonal close-packed cobalt (HCP-Co) due to their differential adsorption energies. This selective suppression promotes preferential growth along the densely packed (002) orientation. This leads to a trench-filling process dominated by the most densely packed plane, resulting in better electrical performance. Superfilling is achieved when molecular adsorption energies are in the range of 5–8 eV. The work establishes a functional group design strategy to regulate additive adsorption, enabling crystallographic control for advanced cobalt electrodeposition processes. Full article
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24 pages, 5617 KiB  
Article
Effects of Coatings on Antioxidant Enzyme Activities, Histopathology, and Transcriptome Profiles of Kidney Tissue in Larimichthys crocea
by Xuan Xu, Huayu Song, Lu Zhang, Chonghui Chen, Xiaoxu Zhang, Yiying Liu, Chao Li and Qiang Fu
Genes 2025, 16(4), 392; https://doi.org/10.3390/genes16040392 - 29 Mar 2025
Viewed by 564
Abstract
Background: As an innovative approach to deep-sea aquaculture, fish farm vessels offer a dual benefit by alleviating the pressure on offshore fishing resources while providing an additional high-quality protein source. However, the potential impacts of vessel coatings on farmed fish remain poorly understood. [...] Read more.
Background: As an innovative approach to deep-sea aquaculture, fish farm vessels offer a dual benefit by alleviating the pressure on offshore fishing resources while providing an additional high-quality protein source. However, the potential impacts of vessel coatings on farmed fish remain poorly understood. Methods: In this study, to investigate the effects of vessel coatings on the large yellow croaker (Larimichthys crocea), we established four experimental groups with coating concentrations at 1-fold, 10-fold, 20-fold, and 80-fold levels. Antioxidant enzyme activities in kidney tissues were measured across all groups, while histological and transcriptome analyses were specifically conducted for the 1-fold and 80-fold concentration groups. Results: Firstly, significant alterations in antioxidant enzyme activity were observed in the 80-fold concentration group. Moreover, histological analysis demonstrated more severe pathological changes in kidney tissue at the higher concentration, including interstitial hemorrhage and tubular epithelial cell fatty degeneration. In addition, we identified 11,902 differentially expressed genes (DEGs) by high-throughput sequencing. KEGG pathway enrichment analysis revealed that the DEGs were predominantly involved in critical biological processes, including endoplasmic reticulum protein processing, oxidative phosphorylation, cytokine–cytokine receptor interactions, cell cycle regulation, DNA replication, and PPAR signaling pathways. Finally, the validation of nine selected DEGs through quantitative real-time PCR (qRT-PCR) showed significant correlation with RNA-Seq data, confirming the reliability of our transcriptome analysis. Conclusions: This study provides preliminary insights into the antioxidant stress response mechanisms of L. crocea to coating exposure and establishes a theoretical foundation for optimizing healthy fish farming practices in aquaculture vessels. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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18 pages, 2308 KiB  
Article
Effect of Blue Finance and Marine Environmental Quality on the Marine Fishery Economy
by Yiying Jiang, Lei Huang, Xiya Zhu, Weirong Song and Yang Liu
Fishes 2025, 10(4), 147; https://doi.org/10.3390/fishes10040147 - 26 Mar 2025
Viewed by 475
Abstract
This study investigates the effects of blue finance and marine environmental quality of the marine fishery economy using panel data for marine fisheries in China’s coastal provinces spanning 2011–2023. We use entropy, moderating effects, and threshold effects to calculate the level of blue [...] Read more.
This study investigates the effects of blue finance and marine environmental quality of the marine fishery economy using panel data for marine fisheries in China’s coastal provinces spanning 2011–2023. We use entropy, moderating effects, and threshold effects to calculate the level of blue finance and marine environmental quality, the moderating role of marine environmental quality in blue finance’s effect on the marine fishery economy, and the threshold effect of blue finance and marine environmental quality on the marine fishery economy. We find that (1) blue finance can improve the marine fishery economy, with an influence coefficient of 0.245. (2) The quality of marine environment plays a transmission mechanism role in the impact of blue finance on the development of marine fishery economy quality. (3) Blue finance and marine environmental quality both have a first-order threshold effect on the marine fishery economy, showing a U-shaped curve relationship. Full article
(This article belongs to the Section Fishery Economics, Policy, and Management)
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20 pages, 16430 KiB  
Article
Study on the Properties of Plastic Fillers in Carbon Dioxide Capture System Under High Temperature and High Pressure
by Kun Fang, Xuehua Fan, Jie Chen, Lei Dong, Jiahui Hu, Yiying Liu, Shengyuan Liu, Jianbo Sun, Xiangyu Zheng and Guojian Liu
Coatings 2025, 15(3), 360; https://doi.org/10.3390/coatings15030360 - 20 Mar 2025
Viewed by 428
Abstract
In the CO2-amine solution system, metal packings in purification devices face corrosion risks, while plastic packings have garnered attention due to their lightweight nature, ease of processing, and excellent corrosion resistance. Since different plastic packings have varying applicable temperature ranges, exceeding [...] Read more.
In the CO2-amine solution system, metal packings in purification devices face corrosion risks, while plastic packings have garnered attention due to their lightweight nature, ease of processing, and excellent corrosion resistance. Since different plastic packings have varying applicable temperature ranges, exceeding their tolerance limits can significantly reduce their corrosion resistance. Therefore, selecting suitable plastic packings at different temperatures is crucial for ensuring safety. This study selected four plastic materials–PVC-C, PP, FEP, and PEEK–and systematically tested their performance indicators, such as volume, mass, strength, elongation, and thermal stability, in a CO2-amine solution system at experimental temperatures ranging from 60 to 130 °C. The experimental results show that PEEK outperformed the other three materials within the 60–130 °C range, making it suitable as a packing material for purification devices in high-temperature environments. Although FEP demonstrated good performance under the same conditions, its tendency to deform may limit its applicability. PP and PVC-C exhibited poor performance at high temperatures, with PVC-C particularly failing above 100 °C, rendering it unsuitable for high-temperature applications. This research provides important insights for the future selection of packing materials in CO2-amine solution systems for purification devices. Full article
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15 pages, 5317 KiB  
Article
Metabolomics Provides New Insights into the Mechanisms of Wolbachia-Induced Plant Defense in Cotton Mites
by Xinlei Wang, Sha Wang, Ali Basit, Qianchen Wei, Kedi Zhao, Feng Liu and Yiying Zhao
Microorganisms 2025, 13(3), 608; https://doi.org/10.3390/microorganisms13030608 - 6 Mar 2025
Viewed by 700
Abstract
Endosymbiotic bacteria play a significant role in the co-evolution of insects and plants. However, whether they induce or inhibit host plant defense responses remains unclear. In this study, non-targeted metabolomic sequencing was performed on cotton leaves fed with Wolbachia-infected and uninfected spider [...] Read more.
Endosymbiotic bacteria play a significant role in the co-evolution of insects and plants. However, whether they induce or inhibit host plant defense responses remains unclear. In this study, non-targeted metabolomic sequencing was performed on cotton leaves fed with Wolbachia-infected and uninfected spider mites using parthenogenetic backcrossing and antibiotic treatment methods. A total of 55 differential metabolites were identified, which involved lipids, phenylpropanoids, and polyketides. KEGG pathway enrichment analysis revealed seven significantly enriched metabolic pathways. Among them, flavonoid and flavonol biosynthesis, glycerophospholipid metabolism, and ether lipid metabolism showed extremely significant differences. In Wolbachia-infected cotton leaves, the flavonoid biosynthesis pathway was significantly up-regulated, including quercetin and myricetin, suggesting that the plant produces more secondary metabolites to enhance its defense capability. Glycerophosphocholine (GPC) and sn-glycerol-3-phosphoethanolamine (PE) were significantly down-regulated, suggesting that Wolbachia may impair the integrity and function of plant cell membranes. The downregulation of lysine and the upregulation of L-malic acid indicated that Wolbachia infection may shorten the lifespan of spider mites. At various developmental stages of the spider mites, Wolbachia infection increased the expression of detoxification metabolism-related genes, including gene families such as cytochrome P450, glutathione S-transferase, carboxylesterase, and ABC transporters, thereby enhancing the detoxification capability of the host spider mites. This study provides a theoretical basis for further elucidating the mechanisms by which endosymbiotic bacteria induce plant defense responses and expands the theoretical framework of insect–plant co-evolution. Full article
(This article belongs to the Special Issue Plant-Microbe Interaction State-of-the-Art Research in China)
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18 pages, 11716 KiB  
Article
Optimization and Metabolite Profiling of Mycotoxin Enniatin B Biodegradation by Bacillus tequilensis
by Yaxin Zhang, Xu Wang, Xinyi Liu, Yiying Li, Dantong Feng, Shuo Kang, Yidan Wang, Yang Liu, Xu Su, Shiyu Wei, Zhaoyu Li, Yali Wang and Yongqiang Tian
Agronomy 2025, 15(3), 522; https://doi.org/10.3390/agronomy15030522 - 21 Feb 2025
Viewed by 681
Abstract
Fusarium avenaceum is the predominant fungal pathogen responsible for root rot in Angelica crops and poses a serious threat to their commercial quality and yield in China. This fungus produces enniatin B (ENN B), a toxin that could be a pathogenicity and virulence [...] Read more.
Fusarium avenaceum is the predominant fungal pathogen responsible for root rot in Angelica crops and poses a serious threat to their commercial quality and yield in China. This fungus produces enniatin B (ENN B), a toxin that could be a pathogenicity and virulence factor in plant–pathogen interactions. Yet whether ENN B exacerbates host infection and the onset of root rot in Angelica spp. caused by F. avenaceum is surprisingly understudied. Pathogenicity assays revealed that ENN B co-inoculation with F. avenaceum significantly increased the root rot disease index in Angelica sinensis from 83.33% (pathogen alone) to 92.86% (p < 0.05). Toxin degradation experiments showed that the bacteria Paenibacillus polymyxa and Bacillus tequilensis were capable of degrading 60.69% and 70.02% of ENN B, respectively. Response surface optimization (24.5 °C, 22.01 mg/L ENN B, 0.99% inoculum) enhanced degradation by B. tequilensis to 81.94%, a 11.74% improvement. Three ester compounds were identified by LC-HRMS as potential degradation products of ENN B. In planta trials demonstrated that the disease index was 50.01% for the group co-inoculated with ENN B degradation products and F. avenaceum, a 42.85% reduction compared to the group co-inoculated with ENN B and F. avenaceum. This study provides a new microbial strategy for controlling root rot in Angelica crops from a mycotoxin degradation perspective, which can be applied to promote sustainable agricultural production. Full article
(This article belongs to the Section Pest and Disease Management)
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17 pages, 3681 KiB  
Article
Exploring Surface-Driven Mechanisms for Low-Temperature Sintering of Nanoscale Copper
by Jingyan Li, Zixian Song, Zhichao Liu, Xianli Xie, Penghui Guan and Yiying Zhu
Appl. Sci. 2025, 15(1), 476; https://doi.org/10.3390/app15010476 - 6 Jan 2025
Viewed by 1294
Abstract
As the density of electronic packaging continues to rise, traditional soldering techniques encounter significant challenges, leading to copper–copper direct bonding as a new high-density connection method. The high melting point of copper presents difficulties for direct diffusion bonding under standard conditions, thus making [...] Read more.
As the density of electronic packaging continues to rise, traditional soldering techniques encounter significant challenges, leading to copper–copper direct bonding as a new high-density connection method. The high melting point of copper presents difficulties for direct diffusion bonding under standard conditions, thus making low-temperature copper–copper bonding a focal point of research. In this study, we examine the sintering process at various temperatures by constructing models with multiple nanoparticles and sintering them under different conditions. Our findings indicate that 600 K is a crucial temperature for direct copper–copper sintering. Below this threshold, sintering predominantly depends on structural adjustments driven by residual stresses and particle contact. Conversely, at temperatures of 600 K and above, the activation of rapid surface atomic motion enables further structural adjustments between nanoparticles, leading to a marked decrease in porosity. Mechanical testing of the sintered samples corroborated the structural changes at different temperatures, demonstrating that the surface dynamic motion of atoms inherent in low-temperature sintering mechanisms significantly affects the mechanical properties of nanomaterials. These findings have important implications for developing high-performance materials that align with the evolving requirements of modern electronic devices. Full article
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35 pages, 4170 KiB  
Review
Recent Advances in Methanol Steam Reforming Catalysts for Hydrogen Production
by Mengyuan Zhang, Diru Liu, Yiying Wang, Lin Zhao, Guangyan Xu, Yunbo Yu and Hong He
Catalysts 2025, 15(1), 36; https://doi.org/10.3390/catal15010036 - 3 Jan 2025
Cited by 9 | Viewed by 3315
Abstract
The pursuit of carbon neutrality has accelerated advancements in sustainable hydrogen production and storage methods, increasing the importance of methanol steam reforming (MSR) technology. Catalysts are central to MSR technology and are primarily classified into copper-based and noble metal-based catalysts. This review begins [...] Read more.
The pursuit of carbon neutrality has accelerated advancements in sustainable hydrogen production and storage methods, increasing the importance of methanol steam reforming (MSR) technology. Catalysts are central to MSR technology and are primarily classified into copper-based and noble metal-based catalysts. This review begins with an examination of the active components of these catalysts, tracing the evolution of the understanding of active sites over the past four decades. It then explores the roles of various supports and promoters, along with mechanisms of catalyst deactivation. To address the diverse perspectives on the MSR reaction mechanism, the existing research is systematically organized and synthesized, providing a detailed account of the reaction mechanisms associated with both catalyst types. The discussion concludes with a forward-looking perspective on MSR catalyst development, emphasizing strategies such as anti-sintering methods for copper-based catalysts, approaches to reduce byproduct formation in palladium-based catalysts, comprehensive research methodologies for MSR mechanisms, and efforts to enhance atomic utilization efficiency. Full article
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15 pages, 4712 KiB  
Article
A Protein with Unknown Function, Ps495620, Is Critical for the Sporulation and Oospore Production of Phytophthora sojae
by Xiaoran Du, Yan Zeng, Yiying Li, Qin Peng, Jianqiang Miao and Xili Liu
J. Fungi 2025, 11(1), 12; https://doi.org/10.3390/jof11010012 - 27 Dec 2024
Viewed by 956
Abstract
While the rapid rise in bioinformatics has facilitated the identification of the domains and functions of many proteins, some still have no domain annotation or largely uncharacterized functions. However, the biological roles of unknown proteins were not clear in oomycetes. An analysis of [...] Read more.
While the rapid rise in bioinformatics has facilitated the identification of the domains and functions of many proteins, some still have no domain annotation or largely uncharacterized functions. However, the biological roles of unknown proteins were not clear in oomycetes. An analysis of the Phytophthora sojae genome database identified the protein Ps495620, which has no domain annotations and functional predictions in Phytophthora. This study used a CRISPR/Cas9-mediated gene replacement system to knock out Ps495620 to elucidate its function. The Ps495620-knockout mutants exhibited significantly increased oospore production and decreased sporangium formation compared to the wild-type strain P6497. Transcriptomics showed that it is a key regulator of nitrogen, pyruvate, ascorbate, and adorate metabolism in P. sojae. Our findings indicate that Ps495620 is critical in regulating sporangium formation and oospore production in P. sojae. Full article
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19 pages, 14249 KiB  
Article
Combining UAV Multispectral and Thermal Infrared Data for Maize Growth Parameter Estimation
by Xingjiao Yu, Xuefei Huo, Long Qian, Yiying Du, Dukun Liu, Qi Cao, Wen’e Wang, Xiaotao Hu, Xiaofei Yang and Shaoshuai Fan
Agriculture 2024, 14(11), 2004; https://doi.org/10.3390/agriculture14112004 - 7 Nov 2024
Cited by 4 | Viewed by 1481
Abstract
The leaf area index (LAI) and leaf chlorophyll content (LCC) are key indicators of crop photosynthetic efficiency and nitrogen status. This study explores the integration of UAV-based multispectral (MS) and thermal infrared (TIR) data to improve the estimation of maize LAI and LCC [...] Read more.
The leaf area index (LAI) and leaf chlorophyll content (LCC) are key indicators of crop photosynthetic efficiency and nitrogen status. This study explores the integration of UAV-based multispectral (MS) and thermal infrared (TIR) data to improve the estimation of maize LAI and LCC across different growth stages, aiming to enhance nitrogen (N) management. In field trials from 2022 to 2023, UAVs captured canopy images of maize under varied water and nitrogen treatments, while the LAI and LCC were measured. Estimation models, including partial least squares regression (PLS), convolutional neural networks (CNNs), and random forest (RF), were developed using spectral, thermal, and textural data. The results showed that MS data (spectral and textural features) had strong correlations with the LAI and LCC, and CNN models yielded accurate estimates (LAI: R2 = 0.61–0.79, RMSE = 0.02–0.38; LCC: R2 = 0.63–0.78, RMSE = 2.24–0.39 μg/cm2). Thermal data reflected maize growth but had limitations in estimating the LAI and LCC. Combining MS and TIR data significantly improved the estimation accuracy, increasing R2 values for the LAI and LCC by up to 23.06% and 19.01%, respectively. Nitrogen dilution curves using estimated LAIs effectively diagnosed crop N status. Deficit irrigation reduced the N uptake, intensifying the N deficiency, while proper water and N management enhanced the LAI and LCC. Full article
(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
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