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Search Results (366)

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20 pages, 9174 KiB  
Review
Marine-Derived Collagen and Chitosan: Perspectives on Applications Using the Lens of UN SDGs and Blue Bioeconomy Strategies
by Mariana Almeida and Helena Vieira
Mar. Drugs 2025, 23(8), 318; https://doi.org/10.3390/md23080318 (registering DOI) - 1 Aug 2025
Abstract
Marine biomass, particularly from waste streams, by-products, underutilized, invasive, or potential cultivable marine species, offers a sustainable source of high-value biopolymers such as collagen and chitin. These macromolecules have gained significant attention due to their biocompatibility, biodegradability, functional versatility, and broad applicability across [...] Read more.
Marine biomass, particularly from waste streams, by-products, underutilized, invasive, or potential cultivable marine species, offers a sustainable source of high-value biopolymers such as collagen and chitin. These macromolecules have gained significant attention due to their biocompatibility, biodegradability, functional versatility, and broad applicability across health, food, wellness, and environmental fields. This review highlights recent advances in the uses of marine-derived collagen and chitin/chitosan. In alignment with the United Nations Sustainable Development Goals (SDGs), we analyze how these applications contribute to sustainability, particularly in SDGs related to responsible consumption and production, good health and well-being, and life below water. Furthermore, we contextualize the advancement of product development using marine collagen and chitin/chitosan within the European Union’s Blue bioeconomy strategies, highlighting trends in scientific research and technological innovation through bibliometric and patent data. Finally, the review addresses challenges facing the development of robust value chains for these marine biopolymers, including collaboration, regulatory hurdles, supply-chain constraints, policy and financial support, education and training, and the need for integrated marine resource management. The paper concludes with recommendations for fostering innovation and sustainability in the valorization of these marine resources. Full article
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39 pages, 959 KiB  
Review
Emerging Trends in Active Packaging for Food: A Six-Year Review
by Mariana A. Andrade, Cássia H. Barbosa, Regiane Ribeiro-Santos, Sidney Tomé, Ana Luísa Fernando, Ana Sanches Silva and Fernanda Vilarinho
Foods 2025, 14(15), 2713; https://doi.org/10.3390/foods14152713 (registering DOI) - 1 Aug 2025
Abstract
The development of active food packaging has evolved rapidly in recent years, offering innovative solutions to enhance food preservation and safety while addressing sustainability challenges. This review compiles and analyzes recent advancements (2019–2024) in release-type active packaging, focusing on essential oils, natural extracts, [...] Read more.
The development of active food packaging has evolved rapidly in recent years, offering innovative solutions to enhance food preservation and safety while addressing sustainability challenges. This review compiles and analyzes recent advancements (2019–2024) in release-type active packaging, focusing on essential oils, natural extracts, and phenolic compounds as active agents. Primarily plant-derived, these compounds exhibit significant antioxidant and antimicrobial activities, extending shelf life and enhancing food quality. Technological strategies such as encapsulation and polymer blending have been increasingly adopted to overcome challenges related to volatility, solubility, and sensory impact. Integrating bio-based polymers, including chitosan, starch, and polylactic acid, further supports the development of environmentally friendly packaging systems. This review also highlights trends in compound-specific research, release mechanisms, and commercial applications, including a detailed analysis of patents and case studies across various food matrices. These developments have already been translated into practical applications, such as antimicrobial sachets for meat and essential oil-based pads for fresh produce. Moreover, by promoting the valorization of agro-industrial by-products and the use of biodegradable materials, emission-type active packaging contributes to the principles of the circular economy. This comprehensive overview underscores the potential of natural bioactive compounds in advancing sustainable and functional food packaging technologies. Full article
22 pages, 2591 KiB  
Article
Could Hydroinfiltrators Made with Biochar Modify the Soil Microbiome? A Strategy of Soil Nature-Based Solution for Smart Agriculture
by Azahara Navarro, Ana del Moral, Gabriel Delgado, Jesús Párraga, José Ángel Rufián, Raúl Rojano and Juan Manuel Martín-García
Appl. Sci. 2025, 15(15), 8503; https://doi.org/10.3390/app15158503 (registering DOI) - 31 Jul 2025
Abstract
Climate change negatively affects agriculture, causing desertification, salinisation, and drought. The biochar hydroinfiltrator (ES Patent No.: ES2793448 B2) is a device that increases the capture of rainwater or irrigation water for crops by increasing infiltration rates. Biochar, produced via biomass pyrolysis, has emerged [...] Read more.
Climate change negatively affects agriculture, causing desertification, salinisation, and drought. The biochar hydroinfiltrator (ES Patent No.: ES2793448 B2) is a device that increases the capture of rainwater or irrigation water for crops by increasing infiltration rates. Biochar, produced via biomass pyrolysis, has emerged as a promising agricultural amendment, as it helps to optimise moisture retention and improve soil structure, key aspects for boosting crop yields. There is growing interest in microorganisms’ plant-growth-promoting activity (PGP) by carrying out different activities considered growth promoters. The aim of the present study is to evaluate the use of a biochar hydroinfiltrator as a promoter of microbial activity when it is used in soil. Metagenomic analysis of soils with and without the device reveals that genera Bacillus and Sphingomonas became particularly enriched in soils with hydroinfiltrators. Also, in order to understand the interaction between the uses of biochar together with bacteria PGP, an in vitro test was carried out. Two microorganisms, previously selected for their characteristics as plant growth promoters, were inoculated in soils with and without biochar and they grew better after 15 to 30 days of inoculation, showing major CFU counts. This combined strategy—biochar hydroinfiltrator and PGP bacteria—offers an innovative, eco-friendly approach to sustainable agriculture, particularly under drought stress. Full article
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24 pages, 623 KiB  
Article
Evaluation of Competitiveness and Sustainable Development Prospects of French-Speaking African Countries Based on TOPSIS and Adaptive LASSO Algorithms
by Binglin Liu, Liwen Li, Hang Ren, Jianwan Qin and Weijiang Liu
Algorithms 2025, 18(8), 474; https://doi.org/10.3390/a18080474 - 30 Jul 2025
Viewed by 13
Abstract
This study evaluates the competitiveness and sustainable development prospects of French-speaking African countries by constructing a comprehensive framework integrating the TOPSIS method and adaptive LASSO algorithm. Using multivariate data from sources such as the World Bank, 30 indicators covering core, basic, and auxiliary [...] Read more.
This study evaluates the competitiveness and sustainable development prospects of French-speaking African countries by constructing a comprehensive framework integrating the TOPSIS method and adaptive LASSO algorithm. Using multivariate data from sources such as the World Bank, 30 indicators covering core, basic, and auxiliary competitiveness were selected to quantitatively analyze the competitiveness of 26 French-speaking African countries. Results show that their comprehensive competitiveness exhibits spatial patterns of “high in the north and south, low in the east and west” and “high in coastal areas, low in inland areas”. Algeria, Morocco, and six other countries demonstrate high competitiveness, while Central African countries generally show low competitiveness. The adaptive LASSO algorithm identifies three key influencing factors, including the proportion of R&D expenditure to GDP, high-tech exports, and total reserves, as well as five secondary key factors, including the number of patent applications and total number of domestic listed companies, revealing that scientific and technological investment, financial strength, and innovation transformation capabilities are core constraints. Based on these findings, sustainable development strategies are proposed, such as strengthening scientific and technological research and development and innovation transformation, optimizing financial reserves and capital markets, and promoting China–Africa collaborative cooperation, providing decision-making references for competitiveness improvement and regional cooperation of French-speaking African countries under the background of the “Belt and Road Initiative”. Full article
(This article belongs to the Special Issue Hybrid Intelligent Algorithms (2nd Edition))
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17 pages, 1310 KiB  
Review
Lip Photoprotection Patents (2014–2024): Key Trends and Emerging Technologies
by Vanessa Urrea-Victoria, Ana Sofia Guerrero Casas, Leonardo Castellanos, Mairim Russo Serafini and Diana Marcela Aragón Novoa
Cosmetics 2025, 12(4), 161; https://doi.org/10.3390/cosmetics12040161 - 29 Jul 2025
Viewed by 227
Abstract
The lips, due to their unique anatomical characteristics of a thin stratum corneum, the absence of sebaceous glands, and limited melanin content are particularly vulnerable to ultraviolet (UV) radiation, necessitating specialized photoprotective care. While facial sunscreens are widely available, the development of lip-specific [...] Read more.
The lips, due to their unique anatomical characteristics of a thin stratum corneum, the absence of sebaceous glands, and limited melanin content are particularly vulnerable to ultraviolet (UV) radiation, necessitating specialized photoprotective care. While facial sunscreens are widely available, the development of lip-specific sun protection products remains underexplored. This study aims to analyze technological trends and innovations in lip photoprotection by reviewing patents published between 2014 and 2024. A comprehensive patent search using the IPC code A61Q19 and the keywords “lip” and “sunscreen” identified 17 relevant patents across China, the United States, and Japan. The patents were examined for active ingredients, formulation strategies, and use of botanical or sustainable excipients. The findings revealed that patented formulations predominantly rely on well-established UV filters such as zinc oxide, titanium dioxide, octyl methoxycinnamate, and avobenzone, often combined with antioxidants like ferulic acid and rutin for enhanced efficacy. Lipid-based excipients were widely used to improve texture, hydration, and product stability. Although many formulations exhibit a conservative ingredient profile, the strategic combination of UV filters with natural antioxidants and moisturizing lipids demonstrates a multifunctional approach aimed at enhancing both protection and user experience. Full article
(This article belongs to the Special Issue Sunscreen Advances and Photoprotection Strategies in Cosmetics)
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13 pages, 596 KiB  
Review
Drug Repurposing of New Treatments for Neuroendocrine Tumors
by Stefania Bellino, Daniela Lucente and Anna La Salvia
Cancers 2025, 17(15), 2488; https://doi.org/10.3390/cancers17152488 - 28 Jul 2025
Viewed by 218
Abstract
Drug repurposing or drug repositioning is the process of identifying new therapeutic uses for approved or investigational drugs beyond the original treatment indication. The discovery of new drugs for cancer therapy needs this cost-effective and time-saving alternative strategy to traditional drug development for [...] Read more.
Drug repurposing or drug repositioning is the process of identifying new therapeutic uses for approved or investigational drugs beyond the original treatment indication. The discovery of new drugs for cancer therapy needs this cost-effective and time-saving alternative strategy to traditional drug development for a rapid clinical translation in Phase II/III studies, especially for unmet medical needs and rare diseases. Neuroendocrine tumors (NETs) are a heterogeneous group of rare neoplasms arising from cells of the neuroendocrine system that, though often indolent, can be aggressive and metastatic. In this context, drug repurposing has emerged as a promising strategy to improve treatment options due to the limited number of effective treatments and the heterogeneity of the disease. Indeed, a large number of non-oncology drugs have the potential to address more than one target that could be therapeutic for cancer patients. Although many repurposed drugs are used off-label, efficacy for the new use must be demonstrated in clinical trials. Within regulatory frameworks, both the Food and Drug Administration (FDA) and the European Medicines Agency (EMA) have procedures to reduce the need for extensive new studies and to expedite the review of drugs for serious conditions when preliminary evidence indicates substantial clinical improvement over available therapy. In spite of several advantages, including reduced development time, lower costs, known safety profiles, and faster regulatory approval, difficulty in obtaining new patents for old drugs with limited protection for intellectual property may reduce commercial returns and disincentivize investments. This review aims to provide comprehensive information on some marketed drugs currently under investigation to be repurposed or used in clinical practice for NETs and to discuss the major clinical challenges. Although drug repurposing is a useful strategy for early access to medicines, the monitoring of the clinical benefit of oncologic drugs during the post-marketing authorization is crucial to support the safety and effectiveness of treatments. Full article
(This article belongs to the Special Issue Advances in Drug Repurposing to Overcome Cancers)
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26 pages, 2491 KiB  
Review
Therapeutic Potential of Isoxazole–(Iso)oxazole Hybrids: Three Decades of Research
by Urszula Bąchor, Marcin Mączyński and Aleksandra Sochacka-Ćwikła
Int. J. Mol. Sci. 2025, 26(15), 7082; https://doi.org/10.3390/ijms26157082 - 23 Jul 2025
Viewed by 356
Abstract
Heterocyclic compounds are a common subject in the field of medicinal chemistry due to their numerous pharmaceutical applications. Among these, nitrogen- and oxygen-containing five-membered heterocyclic rings, namely oxazole and isoxazole, are particularly significant, exhibiting a broad spectrum of biological activities. Molecular hybridization, the [...] Read more.
Heterocyclic compounds are a common subject in the field of medicinal chemistry due to their numerous pharmaceutical applications. Among these, nitrogen- and oxygen-containing five-membered heterocyclic rings, namely oxazole and isoxazole, are particularly significant, exhibiting a broad spectrum of biological activities. Molecular hybridization, the process that enables the fusion of bioactive scaffolds, is a powerful strategy for the development of novel compounds characterized by enhanced or multitarget activities. This review focuses on hybrids incorporating linked oxazole and/or isoxazole moieties (i.e., isoxazole–oxazole and isoxazole–isoxazole hybrids), drawing upon peer-reviewed research articles and international patents from 1995 to the end of 2024. The overview systematically presents the diverse biological activities reported for the isoxazole–(iso)oxazole hybrids, including anticancer, antibacterial, antitubercular, anti-inflammatory, and antidepressant effects, alongside their corresponding chemical structures. Our analysis of the literature highlights the structural versatility and therapeutic potential of this important class of heterocyclic hybrids. Full article
(This article belongs to the Special Issue Synthetic Chemistry in Drug Discovery)
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20 pages, 8592 KiB  
Article
Spatial Differentiation in the Contribution of Innovation Influencing Factors: An Empirical Study in Nanjing from the Perspective of Nonlinear Relationships
by Chengyu Wang, Renchao Luo and Lingchao Zhou
Buildings 2025, 15(14), 2565; https://doi.org/10.3390/buildings15142565 - 21 Jul 2025
Viewed by 247
Abstract
The agglomeration characteristics of innovation spaces reflect the intrinsic mechanisms of regional resource integration and collaborative innovation. Investigating the contributions of influencing factors to innovation space agglomeration and their spatial differentiation has significant implications for improving urban innovation quality. Taking the Nanjing central [...] Read more.
The agglomeration characteristics of innovation spaces reflect the intrinsic mechanisms of regional resource integration and collaborative innovation. Investigating the contributions of influencing factors to innovation space agglomeration and their spatial differentiation has significant implications for improving urban innovation quality. Taking the Nanjing central urban area as a case study, this research applied gradient boosting regression trees (GBRT) and multiscale geographically weighted regression (MGWR) models to explore the contributions of influencing factors to innovation space agglomeration and its spatial differentiation. Findings demonstrated that (1) Innovation platforms and patents emerged as the most significant driving factors, collectively accounting for 54.8% of the relative contributions; (2) The contributions of influencing factors to innovation space agglomeration exhibited marked nonlinear characteristics, specifically categorized into five distinct patterns: Sustained Growth Pattern, Growth-Stabilization Pattern, Growth-Decline Pattern, Global Stabilization Pattern, and Global Decline Pattern. The inflection thresholds of marginal effects across factors ranged from approximately 12% to 55% (e.g., 40% for metro stations, 13% for integrated commercial hubs); (3) Each influence factor’s contribution mechanism showed pronounced spatial heterogeneity across different regions. Based on these discoveries, governments should optimize innovation resource allocation according to regional characteristics and enhance spatial quality to promote efficient resource integration and transformation. This research provides a novel perspective for understanding innovation space agglomeration mechanisms and offers actionable references for urban policymakers to implement context-specific innovation economic development strategies. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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30 pages, 4522 KiB  
Review
Mapping Scientific Knowledge on Patents: A Bibliometric Analysis Using PATSTAT
by Fernando Henrique Taques
FinTech 2025, 4(3), 32; https://doi.org/10.3390/fintech4030032 - 18 Jul 2025
Viewed by 671
Abstract
The digital economy has amplified the role of technological innovation in transforming financial services and business models. Patent data offer valuable insights into these dynamics, especially within the growing FinTech ecosystem. This study conducts a bibliometric analysis of academic research that utilizes PATSTAT, [...] Read more.
The digital economy has amplified the role of technological innovation in transforming financial services and business models. Patent data offer valuable insights into these dynamics, especially within the growing FinTech ecosystem. This study conducts a bibliometric analysis of academic research that utilizes PATSTAT, a global database managed by the European Patent Office, focusing on its application in studies related to digital innovation, finance, and economic transformation. A systematic mapping of publications indexed in Scopus, Web of Science, Wiley, Emerald, and Springer Nature is carried out using Biblioshiny and Bibliometrix in RStudio 2025.05.0, complemented by graph-based visualizations via VOSviewer 1.6.20. The findings reveal a growing body of research that leverages PATSTAT to explore technological trajectories, intellectual property strategies, and innovation systems, particularly in areas such as blockchain technologies, AI-driven finance, digital payments, and smart contracts. This study contributes to the literature by highlighting the strategic value of patent analytics in the FinTech landscape and offers a reference point for researchers and decision-makers aiming to understand emerging trends in financial technologies and the digital economy. Full article
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26 pages, 1254 KiB  
Article
Cheese Analogues, an Alternative to Dietary Restrictions and Choices: The Current Scenario and Future
by Ingrid Leal, Paulo Correia, Marina Lima, Bruna Machado and Carolina de Souza
Foods 2025, 14(14), 2522; https://doi.org/10.3390/foods14142522 - 18 Jul 2025
Viewed by 364
Abstract
The increasing demand for plant-based cheese alternatives reflects a shift toward healthier and more sustainable food choices. This study aimed to map technological trends, formulation strategies, and major challenges in the development of plant-based cheese analogues through a systematic review of the scientific [...] Read more.
The increasing demand for plant-based cheese alternatives reflects a shift toward healthier and more sustainable food choices. This study aimed to map technological trends, formulation strategies, and major challenges in the development of plant-based cheese analogues through a systematic review of the scientific literature and patents. Following the PRISMA protocol, searches were conducted in ScienceDirect and Lens.org between December 2024 and January 2025 using keywords related to cheese analogues. A total of 1553 scientific articles and 155 patents were initially retrieved. After applying inclusion and exclusion criteria, 88 articles and 66 patents were selected for detailed analysis. The results show a growing interest in this field since 2020, peaking in 2024. Data from 2025 may be limited due to the search period. Keywords were clustered into three main areas: (1) Formulation and Composition, (2) Texture and Processing, and (3) Food Safety and Consumer Acceptance. The United States leads in patent registrations (59). Valio Company and Cargill were the most active assignees, with nine and eight patents, respectively. This study highlights the importance of integrating food science and technology to improve the quality, sensory attributes, and market competitiveness of plant-based cheese analogues compared to traditional dairy products. Full article
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26 pages, 3347 KiB  
Article
Identifying Critical Risks in Low-Carbon Innovation Network Ecosystem: Interdependent Structure and Propagation Dynamics
by Ruguo Fan, Yang Qi, Yitong Wang and Rongkai Chen
Systems 2025, 13(7), 599; https://doi.org/10.3390/systems13070599 - 17 Jul 2025
Viewed by 254
Abstract
Global low-carbon innovation networks face increasing vulnerabilities amid growing geopolitical tensions and technological competition. The interdependent structure of low-carbon innovation networks and the risk propagation dynamics within them remain poorly understood. This study investigates vulnerability patterns by constructing a two-layer interdependent network model [...] Read more.
Global low-carbon innovation networks face increasing vulnerabilities amid growing geopolitical tensions and technological competition. The interdependent structure of low-carbon innovation networks and the risk propagation dynamics within them remain poorly understood. This study investigates vulnerability patterns by constructing a two-layer interdependent network model based on Chinese low-carbon patent data, comprising a low-carbon collaboration network of innovation entities and a low-carbon knowledge network of technological components. Applying dynamic shock propagation modeling, we analyze how risks spread within and between network layers under various shocks. Our findings reveal significant differences in vulnerability distribution: the knowledge network consistently demonstrates greater susceptibility to cascading failures than the collaboration network, reaching complete system failure, while the latter maintains partial resilience, with resilience levels stabilizing at approximately 0.64. Critical node analysis identifies State Grid Corporation as a vulnerability point in the collaboration network, while multiple critical knowledge elements can independently trigger system-wide failures. Cross-network propagation follows distinct patterns, with knowledge-network failures consistently preceding collaboration network disruptions. In addition, propagation from the collaboration network to the knowledge network showed sharp transitions at specific threshold values, while propagation in the reverse direction displayed more gradual responses. These insights suggest tailored resilience strategies, including policy decentralization approaches, ensuring technological redundancy across critical knowledge domains and strengthening cross-network coordination mechanisms to enhance low-carbon innovation system stability. Full article
(This article belongs to the Section Systems Practice in Social Science)
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23 pages, 1935 KiB  
Review
Heterologous Caseins: The Role of Phosphorylation in Their Functionality and How to Achieve It
by Soledad Mora Vásquez, Santiago García-Jacobo, Guy A. Cardineau and Silverio García-Lara
Biomolecules 2025, 15(7), 1031; https://doi.org/10.3390/biom15071031 - 17 Jul 2025
Viewed by 328
Abstract
Heterologous expression of caseins in non-mammalian systems offers a sustainable and scalable alternative for producing milk proteins, with potential applications in the food and biopharmaceutical industries. However, a significant challenge in these systems is achieving proper phosphorylation, a critical post-translational modification required for [...] Read more.
Heterologous expression of caseins in non-mammalian systems offers a sustainable and scalable alternative for producing milk proteins, with potential applications in the food and biopharmaceutical industries. However, a significant challenge in these systems is achieving proper phosphorylation, a critical post-translational modification required for casein functionality and stability. This review explores the current state of research on heterologous casein production, with a particular focus on the biological and technical hurdles associated with phosphorylation. Specifically, we examine the absence of the mammalian-specific kinase Fam20C in plant and yeast systems and the broader lack of secretory kinase machinery in bacteria, which collectively contribute to impaired phosphorylation fidelity. While some endogenous kinases may partially compensate, they are typically insufficient to replicate the phosphorylation pattern required for functionality. We evaluate potential strategies to address these limitations, analyze the role of phosphorylation in casein functionality, provide insights into existing patents and experimental approaches, and highlight ongoing research efforts. By synthesizing current knowledge and proposing new avenues for innovation, this review aims to provide a roadmap for the successful production of functional heterologous caseins. Full article
(This article belongs to the Section Molecular Biology)
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22 pages, 2612 KiB  
Review
Pulmonary Hemorrhage in Premature Infants: Pathophysiology, Risk Factors and Clinical Management
by Sariya Sahussarungsi, Anie Lapointe, Andréanne Villeneuve, Audrey Hebert, Nina Nouraeyan, Satyan Lakshminrusimha, Yogen Singh, Christine Sabapathy, Tiscar Cavallé-Garrido, Guilherme Sant’Anna and Gabriel Altit
Biomedicines 2025, 13(7), 1744; https://doi.org/10.3390/biomedicines13071744 - 16 Jul 2025
Cited by 1 | Viewed by 1593
Abstract
Pulmonary hemorrhage (PH) is a life-threatening complication predominantly affecting preterm infants, particularly those with very low birth weight (VLBW) and fetal growth restriction (FGR). Typically occurring within the first 72 h of life, PH is characterized by acute respiratory deterioration and significant morbidity [...] Read more.
Pulmonary hemorrhage (PH) is a life-threatening complication predominantly affecting preterm infants, particularly those with very low birth weight (VLBW) and fetal growth restriction (FGR). Typically occurring within the first 72 h of life, PH is characterized by acute respiratory deterioration and significant morbidity and mortality. This review synthesizes current evidence on the multifactorial pathogenesis of PH, highlighting the roles of immature pulmonary vasculature, surfactant-induced hemodynamic shifts, and left ventricular diastolic dysfunction. Key risk factors include respiratory distress syndrome (RDS), hemodynamically significant patent ductus arteriosus (hsPDA), sepsis, coagulopathies, and genetic predispositions. Diagnostic approaches incorporate clinical signs, chest imaging, lung ultrasound, and echocardiography. Management strategies are multifaceted and include ventilatory support—particularly high-frequency oscillatory ventilation (HFOV)—surfactant re-administration, blood product transfusion, and targeted hemostatic agents. Emerging therapies such as recombinant activated factor VII and antifibrinolytics show promise but require further investigation. Preventive measures like antenatal corticosteroids and early indomethacin prophylaxis may reduce incidence, particularly in high-risk populations. Despite advancements in neonatal care, PH remains a major contributor to neonatal mortality and long-term neurodevelopmental impairment. Future research should focus on individualized risk stratification, early diagnostic tools, and optimized treatment protocols to improve outcomes. Multidisciplinary collaboration and innovation are essential to advancing care for this vulnerable population. Full article
(This article belongs to the Special Issue Progress in Neonatal Pulmonary Biology)
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21 pages, 5069 KiB  
Article
A Patent-Based Technology Roadmap for AI-Powered Manipulators: An Evolutionary Analysis of the B25J Classification
by Yujia Zhai, Zehao Liu, Rui Zhao, Xin Zhang and Gengfeng Zheng
Informatics 2025, 12(3), 69; https://doi.org/10.3390/informatics12030069 - 11 Jul 2025
Viewed by 498
Abstract
Technology roadmapping is conducted by systematic mapping of technological evolution through patent analytics to inform innovation strategies. This study proposes an integrated framework combining hierarchical Latent Dirichlet Allocation (LDA) modeling with multiphase technology lifecycle theory, analyzing 113,449 Derwent patent abstracts (2008–2022) across three [...] Read more.
Technology roadmapping is conducted by systematic mapping of technological evolution through patent analytics to inform innovation strategies. This study proposes an integrated framework combining hierarchical Latent Dirichlet Allocation (LDA) modeling with multiphase technology lifecycle theory, analyzing 113,449 Derwent patent abstracts (2008–2022) across three dimensions: technological novelty, functional applications, and competitive advantages. By segmenting innovation stages via logistic growth curve modeling and optimizing topic extraction through perplexity validation, we constructed dynamic technology roadmaps to decode latent evolutionary patterns in AI-powered programmable manipulators (B25J classification) within an innovation trajectory. Key findings revealed: (1) a progressive transition from electromechanical actuation to sensor-integrated architectures, evidenced by 58% compound annual growth in embedded sensing patents; (2) application expansion from industrial automation (72% early stage patents) to precision medical operations, with surgical robotics growing 34% annually since 2018; and (3) continuous advancements in adaptive control algorithms, showing 2.7× growth in reinforcement learning implementations. The methodology integrates quantitative topic modeling (via pyLDAvis visualization and cosine similarity analysis) with qualitative lifecycle theory, addressing the limitations of conventional technology analysis methods by reconciling semantic granularity with temporal dynamics. The results identify core innovation trajectories—precision control, intelligent detection, and medical robotics—while highlighting emerging opportunities in autonomous navigation and human–robot collaboration. This framework provides empirically grounded strategic intelligence for R&D prioritization, cross-industry investment, and policy formulation in Industry 4.0. Full article
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17 pages, 593 KiB  
Review
Patent-Based Technological Overview of Propolis–Cyclodextrin Inclusion Complexes with Pharmaceutical Potential
by Salvana Costa, Ighor Costa Barreto, Nataly Gama, Kathylen Santos, Cleomárcio Miguel de Oliveira, Isabela Silva Costa, Monique Vila Nova, Ruane Santos, Arthur Borges, José Marcos Teixeira de Alencar Filho and Ticiano Gomes do Nascimento
Pharmaceutics 2025, 17(7), 898; https://doi.org/10.3390/pharmaceutics17070898 - 11 Jul 2025
Viewed by 419
Abstract
Background/objectives: Propolis, known for its medicinal properties, faces challenges in pharmaceutical applications due to its low aqueous solubility, attributed to its resinous and hydrophobic nature. This limits oral administration, reducing its bioavailability and pharmacological activities. To overcome these barriers, cyclodextrins (CDs), cyclic oligosaccharides, [...] Read more.
Background/objectives: Propolis, known for its medicinal properties, faces challenges in pharmaceutical applications due to its low aqueous solubility, attributed to its resinous and hydrophobic nature. This limits oral administration, reducing its bioavailability and pharmacological activities. To overcome these barriers, cyclodextrins (CDs), cyclic oligosaccharides, are widely studied as carrier systems that enhance the solubility and bioavailability of propolis and other nonpolar compounds. This study aimed to review patents that developed innovative therapeutic approaches to improve the physicochemical and biological properties of propolis through complexation with CDs. Methods: Active and application patents registered over the last 17 years were searched across multiple databases, resulting in the selection of eight inventions for detailed analysis. Results: These patents highlight therapeutic applications of propolis–CD systems for conditions such as diabetes and skin and gastrointestinal cancers, as well as antimicrobial, immunostimulant, and antioxidant effects. Additionally, novel extraction processes free of organic solvents, including nanometric-scale powder extracts, are described. Conclusions: Findings from scientific articles support the patent data, demonstrating that CD complexation significantly enhances the solubility and therapeutic efficacy of propolis. Thus, these patents present an innovative and promising strategy for developing propolis-based pharmaceutical products. Full article
(This article belongs to the Section Physical Pharmacy and Formulation)
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