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25 pages, 949 KB  
Review
A Review on the Preparation of Catalysts Using Red Mud Resources
by Yan Zhuang, Xiaotian Wang, Kinjal J. Shah and Yongjun Sun
Catalysts 2025, 15(9), 809; https://doi.org/10.3390/catal15090809 (registering DOI) - 25 Aug 2025
Abstract
The production of alumina produces red mud (RM), a highly alkaline solid waste. The majority of it is disposed of in landfills, which seriously pollutes the environment. It needs to be recycled and handled with care to protect the environment. RM is a [...] Read more.
The production of alumina produces red mud (RM), a highly alkaline solid waste. The majority of it is disposed of in landfills, which seriously pollutes the environment. It needs to be recycled and handled with care to protect the environment. RM is a promising raw material for wastewater and waste gas treatment owing to its high alkalinity and abundant metal compounds. It can efficiently remove diverse pollutants while facilitating large-scale utilization of RM resources. Reviews of the use of RM resources to create catalysts for environmental governance are, nevertheless, scarce. Therefore, this paper analyzes and summarizes the pertinent research on RM-based catalysts to remove pollutants from the environment based on journal literature related to RM resource utilization from 2015 to 2025. This study reviews the application of RM-based catalysts for degrading pollutants in wastewater and exhaust gases via advanced oxidation processes (AOPs)—including photocatalysis, Fenton-like catalysis, ozonation catalysis, and persulfate catalysis—as well as catalytic oxidation, chemical looping combustion (CLC), and selective catalytic reduction (SCR). The paper emphasizes the analysis of modification strategies and catalytic mechanisms of RM-based catalysts in environmental remediation and examines the environmental risks and corresponding mitigation measures related to their preparation from RM resources. Finally, it outlines that future research should prioritize green, low-energy modification processes; catalytic systems for the synergistic removal of multiple pollutants; and efficient, recyclable separation and recovery technologies. These directions aim to promote the sustainable application of RM in large-scale environmental remediation and to achieve the integrated advancement of resource utilization and ecological protection. Full article
41 pages, 3669 KB  
Article
Automatic Information Extraction from Scientific Publications Based on the Use Case of Additive Manufacturing
by Kim Feldhoff, Hajo Wiemer, Philip Träger, Robert Kühne, Martina Zimmermann and Steffen Ihlenfeldt
Appl. Sci. 2025, 15(17), 9331; https://doi.org/10.3390/app15179331 (registering DOI) - 25 Aug 2025
Abstract
A systematic literature review is fundamental to building a robust research foundation, informing experimental methodology, and ensuring the quality of future scientific output. However, manual extraction of targeted information from scientific publications is often laborious and prone to error, especially when researchers require [...] Read more.
A systematic literature review is fundamental to building a robust research foundation, informing experimental methodology, and ensuring the quality of future scientific output. However, manual extraction of targeted information from scientific publications is often laborious and prone to error, especially when researchers require rapid access to relevant findings without specialized hardware. This paper introduces an automated workflow for information extraction from scientific publications in the engineering domain. The proposed workflow consists of two primary stages: data preparation and information extraction. During data preparation, PDF files are converted to plain text and segmented into logical sections using a rule-based block detection and classification algorithm for keeping semantics. Information extraction is then performed by applying regular expressions both on keys and values in the same sentence to identify and extract relevant process and material data from the segmented text. The approach was evaluated on a dataset of 18 open-access scientific publications from various journals and conference proceedings in the AM domain. The results of the automated extraction were compared with manual extraction and with a modern large language model (LLM)-based approach. The findings demonstrate that the proposed workflow can accurately and efficiently extract relevant process and material data, achieving competitive performance relative to the LLM-based method. The workflow offers a significant reduction in time and potential errors associated with manual extraction, with automated processing averaging 15 seconds per document compared to one hour for manual extraction, and achieving a 76% match rate. This efficiency enables researchers to rapidly and effectively extract data. The methodology is readily transferable to other scientific fields where systematic literature reviews and structured data extraction are required. Full article
(This article belongs to the Section Additive Manufacturing Technologies)
29 pages, 1779 KB  
Article
Nanoemulsions and Microemulsions for Intranasal Drug Delivery: A Bibliometric Analysis and Emerging Trends (2004–2024)
by Ariane Krause Padilha Lorenzett, Vanderlei Aparecido de Lima, Clovis Orlando Pereira da Fonseca and Rubiana Mara Mainardes
Pharmaceutics 2025, 17(9), 1104; https://doi.org/10.3390/pharmaceutics17091104 (registering DOI) - 25 Aug 2025
Abstract
Background/Objectives: Nanoemulsions and microemulsions are promising drug delivery systems capable of enhancing the solubility, stability, and bioavailability of active pharmaceutical ingredients, particularly for central nervous system (CNS) disorders. This study presents a bibliometric analysis of scientific publications on intranasal nanoemulsions from 2004 [...] Read more.
Background/Objectives: Nanoemulsions and microemulsions are promising drug delivery systems capable of enhancing the solubility, stability, and bioavailability of active pharmaceutical ingredients, particularly for central nervous system (CNS) disorders. This study presents a bibliometric analysis of scientific publications on intranasal nanoemulsions from 2004 to 2024, based on data from the Scopus database. Methods: A total of 379 articles were analyzed using Bibliometrix and VOSviewer to identify publication trends, leading countries and institutions, prominent journals, and keyword networks. Results: Publications grew significantly over the last decade, with India, the United States, and China leading in volume. Keyword analysis revealed strong thematic clusters related to “brain targeting,” “drug delivery,” and “intranasal administration,” highlighting this route’s potential for bypassing the blood–brain barrier. The most studied compounds included curcumin, quercetin, carbamazepine, diazepam, and insulin, each with therapeutic applications in neurodegenerative and psychiatric disorders. Conclusions: The findings highlight growing interest in intranasal nano- and microemulsions as a non-invasive and efficient CNS delivery strategy. Future research can bridge translational gaps, enhancing efficacy and safety while meeting regulatory expectations for patient-centered drug development. This study provides a comprehensive overview of current trends and serves as a guide for advancing innovative intranasal delivery platforms. Full article
(This article belongs to the Special Issue Nanoemulsions for Nose-to-Brain Drug Delivery)
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8 pages, 1201 KB  
Article
Collaboration and Innovation: A Bibliometric Study of the Rise in MMA Embolization in Neurosurgery
by Jagoš Golubović, Igor Horvat, Djula Djilvesi, Bojan Jelača and Petar Vuleković
Clin. Transl. Neurosci. 2025, 9(3), 38; https://doi.org/10.3390/ctn9030038 - 25 Aug 2025
Abstract
Chronic subdural hematoma (cSDH) is a common neurosurgical condition in the elderly, often resulting from minor head trauma. Traditional surgical treatments such as burr-hole drainage carry recurrence rates of 10–20% and significant risks in older patients, especially those on anticoagulation therapy. Middle meningeal [...] Read more.
Chronic subdural hematoma (cSDH) is a common neurosurgical condition in the elderly, often resulting from minor head trauma. Traditional surgical treatments such as burr-hole drainage carry recurrence rates of 10–20% and significant risks in older patients, especially those on anticoagulation therapy. Middle meningeal artery (MMA) embolization has emerged as a minimally invasive alternative, aiming to reduce blood flow to the dura and thereby promote hematoma resolution and lower recurrence. We conducted a bibliometric analysis of publications on MMA embolization for cSDH up to December 2023. The analysis shows a sharp increase in research activity over the past decade. North America, Japan, and Europe are leading contributors, with collaborative networks forming among major institutions. Key journals in neurosurgery and neurointervention have published much of this research, and author collaborations are extensive. Frequently used keywords such as “recurrence” and “treatment outcome” reflect an emphasis on reducing rebleeding and improving patient outcomes. In conclusion, MMA embolization is rapidly gaining attention as a promising treatment for cSDH. While early results are favorable and multi-center efforts are expanding the evidence base, further research is needed to establish long-term efficacy, optimize patient selection, and standardize techniques. Full article
(This article belongs to the Section Endovascular Neurointervention)
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28 pages, 2551 KB  
Article
Artificial Intelligence in Education (AIEd): Publication Patterns, Keywords, and Research Focuses
by Weijing Zhu, Luxi Wei and Yinghong Qin
Information 2025, 16(9), 725; https://doi.org/10.3390/info16090725 - 25 Aug 2025
Abstract
Since the advent of generative AI, research on AI in Education (AIEd) has experienced explosive growth. This study systematically explores publication dynamics, keyword evolution, and research focuses in AIEd by analyzing 2952 papers from the Web of Science (1990–2024). Using bibliometric methods, 2800 [...] Read more.
Since the advent of generative AI, research on AI in Education (AIEd) has experienced explosive growth. This study systematically explores publication dynamics, keyword evolution, and research focuses in AIEd by analyzing 2952 papers from the Web of Science (1990–2024). Using bibliometric methods, 2800 English publications were screened, with analyses conducted via VOSviewer v1.6.20 and Python v3.11.5. Findings show a surge in publications post-2020, reaching 612 in 2023 and 1216 by November 2024. The US and China are leading contributors, with the University of London and the University of California system as core institutions. Keywords evolved from “AI” and “machine learning” (2018–2020) to “ChatGPT” and “ethics” (post-2022), reflecting dual focuses on technological applications and ethical considerations. Notably, 68% of highly cited papers address ethical controversies, while higher education and medical education emerge as primary application domains, involving personalized learning and intelligent tutoring systems. Cross-disciplinary research is evident, with education studies comprising the largest category. The study reveals AIEd’s shift toward socio-technical integration, highlighting generative AI’s transformative role yet identifying gaps in ethical governance and K-12 research. These insights inform policymakers, journals, and institutions, advocating for enhanced interdisciplinary collaboration and long-term impact research to balance innovation with educational ethics. Full article
(This article belongs to the Special Issue AI Technology-Enhanced Learning and Teaching)
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20 pages, 1635 KB  
Review
Inclusive Healthcare System for Children with Disabilities: A Bibliometric Analysis and Visualization
by Erkan Gulgosteren, Yavuz Onturk, Abdullah Cuhadar, Mihaela Zahiu, Monica Stanescu and Rares Stanescu
Healthcare 2025, 13(17), 2106; https://doi.org/10.3390/healthcare13172106 - 24 Aug 2025
Abstract
Background: Children with disabilities face complex, systemic health access barriers rooted in societal, institutional, and structural inequities, requiring urgent global policy attention. Publications on access to health services for this population category have been found to have a significant growth in both quantity [...] Read more.
Background: Children with disabilities face complex, systemic health access barriers rooted in societal, institutional, and structural inequities, requiring urgent global policy attention. Publications on access to health services for this population category have been found to have a significant growth in both quantity and content. The article aims to examine the structure and evolution of scientific literature in analyzing the healthcare system through the lens of inclusive services. Methods: We present the bibliometric profile of the global literature on access to health services for children with disabilities, the publication trends, the structure of research in this field concerning geographical distribution, methodological approaches, and interdisciplinary collaborations, and the core research topics, conceptual clusters, and future research directions in the field. The publications were screened from Web of Science databases, using PRISMA methodology. Finally, 1100 academic publications published between 1984 and 2025, obtained from a total of 432 different sources, the majority of which were peer-reviewed journals, were screened. Results: The calculated annual publication growth rate of 8.37% and the distinct upward trend observed, especially after 2015. The highest level was reached in 2023, with over 90 publications showing that the topic has become a focus of international academic interest. The USA (33.5%), the United Kingdom (15.7%), Australia (9.5%), and Canada (9.5%) stood out in publications, and there were strong collaborative networks among European nations (8.2%). Conclusions: Although high-income countries still appear to play a dominant role in research production, expanding international collaborations and distributing resources more equitably will contribute to the development of more inclusive solutions on a global scale. Temporal trends show an evolution toward diagnostic processes, family-centered approaches, and psychosocial dimensions. The results draw a clear picture of the current research landscape regarding access to health services for pediatric disability populations and identify potential directions for future research. Full article
(This article belongs to the Special Issue Disability Studies and Disability Evaluation)
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20 pages, 538 KB  
Communication
Who Comes First and Who Gets Cited? A 25-Year Multi-Model Analysis of First-Author Gender Effects in Web of Science Economics
by Daniela-Emanuela Dănăcică
Stats 2025, 8(3), 75; https://doi.org/10.3390/stats8030075 - 24 Aug 2025
Abstract
The aim of this research is to provide a 25-year multi-model analysis of gender dynamics in economics articles that include at least one Romanian-affiliated author, published in Web of Science journals between 2000 and 2025 (2025 records current as of 15 May 2025). [...] Read more.
The aim of this research is to provide a 25-year multi-model analysis of gender dynamics in economics articles that include at least one Romanian-affiliated author, published in Web of Science journals between 2000 and 2025 (2025 records current as of 15 May 2025). Drawing on 4030 papers, we map the bibliometric gender gap by examining first-author status, collaboration patterns, research topics and citation impact. The results show that the female-to-male first-author ratio for Romanian-affiliated publications is close to parity, in sharp contrast to the pronounced under-representation of women among foreign-affiliated first authors. Combining negative binomial, journal fixed-effects Poisson, quantile regressions with a text-based topic analysis, we find no systematic or robust gender penalty in citations once structural and topical factors are controlled for. The initial gender gap largely reflects men’s over-representation in higher-impact journals rather than an intrinsic bias against women’s work. Team size consistently emerges as the strongest predictor of citations, and, by extension, scientific visibility. Our findings offer valuable insights into gender dynamics in a semi-peripheral scientific system, highlighting the nuanced interplay between institutional context, research practices, legislation and academic recognition. Full article
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43 pages, 18411 KB  
Review
Physiological Conditions, Bioactive Ingredients, and Drugs Stimulating Non-Shivering Thermogenesis as a Promising Treatment Against Diabesity
by Diego Salagre, Ciskey V. Ayala-Mosqueda, Samira Aouichat and Ahmad Agil
Pharmaceuticals 2025, 18(9), 1247; https://doi.org/10.3390/ph18091247 - 22 Aug 2025
Viewed by 190
Abstract
Obesity (lipotoxicity) results from a chronic imbalance between energy intake and expenditure. It is strongly associated with type 2 diabetes mellitus (T2DM, glucotoxicity) and considered a major risk factor for the development of metabolic complications. Their convergence constitutes “diabesity”, representing a major challenge [...] Read more.
Obesity (lipotoxicity) results from a chronic imbalance between energy intake and expenditure. It is strongly associated with type 2 diabetes mellitus (T2DM, glucotoxicity) and considered a major risk factor for the development of metabolic complications. Their convergence constitutes “diabesity”, representing a major challenge for public health worldwide. Limited treatment efficacy highlights the need for novel, multi-targeted therapies. Non-shivering thermogenesis (NST), mediated by brown and beige adipose tissue and skeletal muscle, has emerged as a promising therapy due to its capacity to increase energy expenditure and improve metabolic health. Also, skeletal muscle plays a central role in glucose uptake and lipid oxidation, further highlighting its relevance in diabesity. This review explores current and emerging knowledge on physiological stimuli, including cold exposure, physical activity, and fasting, as well as bioactive ingredients and drugs that stimulate NST in thermogenic tissues. Special emphasis is placed on melatonin as a potential regulator of mitochondrial function and energy balance. The literature search was conducted using MEDLINE and Web of Science. Studies were selected based on scientific relevance, novelty, and mechanistic insight; prioritizing human and high-quality rodent research published in peer-reviewed journals. Evidence shows that multiple interventions enhance NST, leading to improved glucose metabolism, reduced fat accumulation, and increased energy expenditure in humans and/or rodents. Melatonin, in particular, shows promise in modulating thermogenesis through organelle-molecular pathways and mitochondrial protective effects. In conclusion, a multi-target approach through the activation of NST by physiological, nutritional, and pharmacological agents offers an effective and safe treatment for diabesity. Further research is needed to confirm these effects in clinical practice and support their use as effective therapeutic strategies. Full article
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20 pages, 3656 KB  
Article
Performance Investigation of Micro-Orifice Restricted High-Speed Aerostatic Journal Bearings Based on the Finite Element Method
by Siyu Gao, Zhuang Li, Tianle Jiang, Hongbin Yang, Laiyun Song, Min Zhu, Jiaheng Yin, Lihua Lu, Qiang Gao and Hanqian Zhang
Machines 2025, 13(9), 752; https://doi.org/10.3390/machines13090752 (registering DOI) - 22 Aug 2025
Viewed by 50
Abstract
Advancements in manufacturing technology have facilitated the use of micro-orifice restrictors (MORs) in aerostatic bearings. However, the understanding of their effectiveness in journal bearings remains limited. This study utilizes FEM for solving the nonlinear Reynolds equation, incorporating velocity terms, to analyze the characteristics [...] Read more.
Advancements in manufacturing technology have facilitated the use of micro-orifice restrictors (MORs) in aerostatic bearings. However, the understanding of their effectiveness in journal bearings remains limited. This study utilizes FEM for solving the nonlinear Reynolds equation, incorporating velocity terms, to analyze the characteristics of aerostatic journal bearings (AJBs). The concepts of air impedance and pressure range are introduced and applied to explain the advantages of MORs over traditional orifice restrictors (TORs). Furthermore, the centrifugal deformation of the air film induced by high-speed operations and its consequential impact on bearing performance are methodically examined in detail. Finally, an experimental study is executed to confirm the proposed model and support the pertinent design principles. The experiment indicates that the air film thickness, accounting for centrifugal deformation, aligns more closely with the high-speed operating conditions characteristic of AJBs. Full article
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21 pages, 2578 KB  
Review
Exercise Interventions for Metabolic Diseases: An Analysis of the Evolution of Aerobic Exercise Bibliometrics in the Field of Type 2 Diabetes Mellitus
by Yang Li, Amin Ullah, Shuhao Fang, Donglin Liu, Zhenwei Cui and Guangning Kou
Healthcare 2025, 13(17), 2087; https://doi.org/10.3390/healthcare13172087 - 22 Aug 2025
Viewed by 180
Abstract
Background: Type 2 diabetes mellitus (T2DM) is a major global public health challenge. Aerobic exercise (AE) can be a key strategy for non-pharmacological intervention in T2DM through multi-targeted modulation of glucose and lipid metabolism, inhibition of chronic inflammation, and reduction of oxidative [...] Read more.
Background: Type 2 diabetes mellitus (T2DM) is a major global public health challenge. Aerobic exercise (AE) can be a key strategy for non-pharmacological intervention in T2DM through multi-targeted modulation of glucose and lipid metabolism, inhibition of chronic inflammation, and reduction of oxidative stress. This study aims to investigate the current status of AE intervention in T2DM research and analyze its future evolution. Methods: Using the R-based bibliometric software package and the Java-based visualization software CiteSpace and VOSviewer, we analyzed the literature and cited references related to AE intervention in T2DM research included in the Web of Science Core Collection (WOSCC) and China National Knowledge Infrastructure (CNKI) from 2014 to 2024. Results: This study included a total of 882 relevant literature sources (488 of which were indexed in WOSCC and 394 in CNKI). From the perspective of research trends, the number of literature sources on AE interventions for T2DM has shown fluctuating changes over time. In terms of research output, the United States, China, and Canada are at the forefront. It is worth noting that, although China has a relatively high number of published papers, there is still a significant gap in terms of the depth of international collaboration and the presentation of results in top-tier journals. Among researchers, Dai Xia (China) and Riddell MC (Canada) are the scholars with the highest number of published articles in this field. Keyword analysis indicates that mechanisms such as oxidative stress, insulin resistance, inflammatory responses, and glucose metabolism disorders remain core research hotspots. Time-series analysis reveals that the research paradigm in this field has evolved from single exercise methods to comprehensive exercise prescription studies, and multi-dimensional intervention studies combining exercise, diet, and pharmacological interventions are emerging as new research frontiers. Conclusions: This study uses bibliometric methods to visualize and analyze the progress of AE in T2DM intervention research from a broader perspective, providing a scientific overview and macro-level predictions for the research landscape in this field. Full article
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24 pages, 831 KB  
Systematic Review
Motor Coordination Assessment in Autism Spectrum Disorder: A Systematic Review
by Adriana Piccolo, Chiara Raciti, Marcella Di Cara, Simona Portaro, Rosalia Muratore, Carmela De Domenico, Alessia Fulgenzi, Carmela Settimo, Angelo Quartarone, Francesca Cucinotta and Angelo Alito
Diagnostics 2025, 15(17), 2118; https://doi.org/10.3390/diagnostics15172118 - 22 Aug 2025
Viewed by 326
Abstract
Background/Objectives: Motor difficulties are commonly reported in autistic individuals, but they are not currently part of the diagnostic criteria. A better understanding of how motor impairments are assessed in this population is critical to inform clinical practice and intervention. This systematic review aims [...] Read more.
Background/Objectives: Motor difficulties are commonly reported in autistic individuals, but they are not currently part of the diagnostic criteria. A better understanding of how motor impairments are assessed in this population is critical to inform clinical practice and intervention. This systematic review aims to evaluate the existing literature on motor skill assessment in autistic children and adolescents, focusing specifically on studies that employed standardized and validated clinical motor assessment tools. Methods: Registered on PROSPERO (CRD42025637880), a systematic search was conducted on PubMed, Science Direct, and Web of Science until 31 December 2024. The review includes: (a) studies published in peer-reviewed journals; (b) randomized controlled trials (RCTs) and observational studies; (c) evaluations of motor difficulties using standardized and validated clinical assessments specifically designed to measure motor skills or coordination abilities; (d) participants diagnosed with ASD based on the Diagnostic and Statistical Manual of Mental Disorders (DSM-IV or DSM-5) or the International Classification of Diseases (ICD-9 or ICD-10); and (e) participants aged ≤18 years; Results: Twenty-two studies met the inclusion criteria. Most studies reported significant motor impairments across various domains, including balance, manual dexterity, and coordination. However, there was substantial variability in the severity of motor deficits and in the assessment tools used. Methodological heterogeneity limited direct comparison across studies. Conclusions: Motor impairments are common in autistic children and adolescents; however, current assessment tools show limitations and require adaptations. The findings underscore the need for autism-specific motor assessments to improve diagnostic accuracy and guide personalized interventions. Full article
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19 pages, 908 KB  
Review
Quantitative Methods for Evaluating Antibody Responses to Pneumococcal Vaccines: A Scoping Review
by Yumiko Hayashi, Fleurette Mbuyakala Domai and Bhim Gopal Dhoubhadel
Trop. Med. Infect. Dis. 2025, 10(8), 236; https://doi.org/10.3390/tropicalmed10080236 - 21 Aug 2025
Viewed by 211
Abstract
Streptococcus pneumoniae remains a leading cause of invasive diseases, particularly affecting young children and the elderly. Currently, two main types of pneumococcal vaccines are commercially available: polysaccharide vaccine (PPSV23) and conjugate vaccines (e.g., PCV20). Of over 100 identified pneumococcal serotypes, vaccines targeting 24 [...] Read more.
Streptococcus pneumoniae remains a leading cause of invasive diseases, particularly affecting young children and the elderly. Currently, two main types of pneumococcal vaccines are commercially available: polysaccharide vaccine (PPSV23) and conjugate vaccines (e.g., PCV20). Of over 100 identified pneumococcal serotypes, vaccines targeting 24 serotypes covered by PPSV23 and PCV20 (19 serotypes overlap between the two vaccines) have been developed, with serotype distribution varying by geography, age, and time. The immune response to pneumococcal vaccines differs across serotypes, vaccine types (polysaccharide vs. conjugate), and host factors. Quantitative methods for antibody assessment—particularly newer high-throughput assays—have emerged since 2000 to address limitations in conventional approaches. However, these methods have not been comprehensively reviewed. This scoping review aimed to systematically map the existing literature on quantitative methods used to assess antibody responses to pneumococcal vaccines. Specific objectives included the following: 1. summarizing conventional and novel quantitative immunoassays; 2. evaluating the current state of validation and application of these methods; 3. identifying knowledge gaps and methodological challenges. We followed the PRISMA-ScR guidelines. We included the following: 1. peer-reviewed, open-access papers related to immunoassays used for pneumococcal antibody assessment; 2. articles written in English; 3. Studies published between 2000 and 2023. We excluded the following: 4. studies focusing on other pathogens, employing different analytical methods, or using animal models. Articles meeting the eligibility criteria were primarily retrieved from PubMed and Scopus. If free full-text versions were unavailable there, Google Scholar or the original journal databases were consulted. All references were exported to EndNote 20 for further management. At the beginning of the review, a data-charting form was developed based on prior studies and commonly addressed themes. Additional charts were created to accommodate newly identified variables during the review. All charting tools were reviewed and finalized through discussion among all research team members. The included studies were classified into five thematic groups: 1. general descriptions of quantitative assessment methods, 2. assay development and validation, 3. comparative studies, 4. technical details of assay development, 5. interpretation of assay application findings. Of 1469 articles from PubMed and 2946 articles from Scopus initially identified, 55 articles met the inclusion criteria. The earliest methods included radioimmunoassays, later replaced by WHO-standardized ELISA. While ELISA remains the gold standard, it is limited by labor, cost, and throughput. Multiplex immunoassays (MIAs), including Luminex-based platforms, have demonstrated advantages in efficiency and scalability. However, many MIAs did not initially meet WHO validation criteria. More recent assays show an improved performance, yet interlaboratory variability and lack of standardized protective thresholds remain major limitations. This review provides the first comprehensive mapping of quantitative antibody assessment methods for pneumococcal vaccines. Although ELISA continues to serve as the benchmark, MIAs represent a promising next-generation approach. Continued efforts are needed to harmonize assay validation protocols and establish global standards for protective thresholds, which will enhance the reliability of vaccine efficacy monitoring across diverse populations. Full article
(This article belongs to the Section Infectious Diseases)
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25 pages, 3433 KB  
Article
Exploring miRNA Research in Colorectal Cancer: Insights from a Bibliometric Analysis
by Emanuele Piccinno, Michelangelo Aloisio, Viviana Scalavino, Francesco Russo, Gianluigi Giannelli, Davide Guido and Grazia Serino
Pharmaceutics 2025, 17(8), 1084; https://doi.org/10.3390/pharmaceutics17081084 - 21 Aug 2025
Viewed by 145
Abstract
Background/Objectives: Despite advances in diagnosis and treatment, colorectal cancer (CRC) remains one of the most prevalent and challenging malignancies worldwide. The dysregulation of microRNAs (miRNAs) has emerged as a critical factor in CRC onset, progression, and therapeutic resistance. This study aims to [...] Read more.
Background/Objectives: Despite advances in diagnosis and treatment, colorectal cancer (CRC) remains one of the most prevalent and challenging malignancies worldwide. The dysregulation of microRNAs (miRNAs) has emerged as a critical factor in CRC onset, progression, and therapeutic resistance. This study aims to provide an overview of global research trends on miRNAs in CRC, (i) identifying the most studied miRNAs, (ii) exploring under-investigated areas, and (iii) highlighting emerging themes and potential future directions. Methods: To assess the evolution of the global miRNA–CRC research trends, we conducted a bibliometric analysis of 828 CRC–miRNA-focused articles published between 2008 and 2024, sourced from the Scopus database. Bibliometric mapping was performed using the R/Bibliometrix package and by leveraging a customized Python-based pipeline, which is useful for extracting and validating miRNA identifiers (miRNA IDs) based on the miRBase database. This miRNA ID-related approach enabled us to systematically identify the most frequently studied miRNAs over time while highlighting underexplored miRNA. Results: The analysis revealed a substantial and accelerating publication growth rate, delineating three major phases in CRC–miRNA research. China emerged as the leading contributor in terms of the publication volume. miR-21, miR-34a, and miR-195-5p were among the most frequently studied miRNAs, underscoring their relevance to CRC biology and therapy. Keyword and citation analyses identified key thematic areas, such as cell proliferation, epithelial–mesenchymal transition, and chemoresistance, especially to oxaliplatin and 5-fluorouracil. Emerging research frontiers included ferroptosis, ceRNA networks, and exosome-mediated miRNA transport. An analysis of the collaborations indicated strong intra-national collaborations, with room for expanding international research networks. Conclusions: This study provides an in-depth bibliometric landscape of the CRC-related miRNA research by highlighting influential studies and journals while identifying gaps and underexplored topics. These insights offer valuable guidance for future translational and clinical research on this topic. Full article
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19 pages, 1904 KB  
Article
Feasibility of Wearable Devices for Motivating Post-Stroke Patients
by Klaudia Marek, Jan Górski, Piotr Karolczyk, Justyna Redlicka, Igor Zubrycki and Elżbieta Miller
Sensors 2025, 25(16), 5204; https://doi.org/10.3390/s25165204 - 21 Aug 2025
Viewed by 279
Abstract
The effectiveness of upper extremity rehabilitation in post-stroke patients significantly depends on patient motivation and adherence to therapeutic regimens. Rehabilitation-assistive technologies, including wearable sensors, have been adopted to facilitate intensive and repetitive exercises aimed at reducing hand dysfunction and enhancing quality of life. [...] Read more.
The effectiveness of upper extremity rehabilitation in post-stroke patients significantly depends on patient motivation and adherence to therapeutic regimens. Rehabilitation-assistive technologies, including wearable sensors, have been adopted to facilitate intensive and repetitive exercises aimed at reducing hand dysfunction and enhancing quality of life. Building upon the previously introduced Przypominajka (reminder) system reported in this journal—a wearable sensory glove coupled with a mobile application providing exercise guidance and monitoring—we conducted a feasibility study to evaluate its effectiveness in supporting upper limb rehabilitation. Sixteen post-stroke patients with hemiparesis were equally randomized into experimental and control groups. Both groups performed upper limb exercises for 45 min daily for over two weeks. The experimental group utilized the sensor-equipped glove and tablet-based exercises, whereas the control group followed printed exercise instructions. Clinical improvements were measured using the Fugl–Meyer Assessment–Upper Extremity (FMA-UE), Functional Independence Measure (FIM), and MORE scales. The experimental group demonstrated a minimal clinically important difference (MCID) on the FMA-UE and reported greater overall improvement than the control group. This study confirms the feasibility and potential clinical benefit of supplementing post-stroke rehabilitation with sensor-augmented exercises provided by the previously described Przypominajka device. Full article
(This article belongs to the Special Issue Sensors-Based Healthcare Diagnostics, Monitoring and Medical Devices)
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19 pages, 1910 KB  
Review
Hansen’s Disease in Ecuador: Current Status, Knowledge Gaps, and Research Priorities: A Literature Review
by Manuel Calvopiña, Juan S. Izquierdo-Condoy, Esteban Ortiz-Prado, Jorge Vasconez-Gonzalez, Lorena Vaca and Elías Guamán
Pathogens 2025, 14(8), 832; https://doi.org/10.3390/pathogens14080832 - 21 Aug 2025
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Abstract
Background: Hansen’s disease or leprosy is one of the 21 neglected tropical diseases (NTDs). In Ecuador, leprosy is considered eliminated as a public health problem; however, new cases are reported annually. Additionally, Mycobacterium leprae infection was detected in nine-banded armadillos across the country, [...] Read more.
Background: Hansen’s disease or leprosy is one of the 21 neglected tropical diseases (NTDs). In Ecuador, leprosy is considered eliminated as a public health problem; however, new cases are reported annually. Additionally, Mycobacterium leprae infection was detected in nine-banded armadillos across the country, suggesting a potential zoonotic reservoir. This literature review aims to provide an updated overview of the epidemiological situation of leprosy in Ecuador, identify knowledge gaps, and outline research priorities to support the development of a comprehensive national strategy for achieving zero autochthonous cases. Methods: This article analyses the current situation of leprosy in Ecuador based on international and national publications. A retrospective literature search using five international, regional, and national publications on leprosy published between 1954 and 2024 (70 years) with no restriction on language or publication date, was performed. Findings: Our review identified 28 publications with the earliest article dating back to 1954. Of these, 14 were published in international journals, 15 (53.6%) were in Spanish. Four nationwide studies documented leprosy cases across Ecuador’s three continental regions (Coast, Andes, and Amazon) with a predominance in the tropical coast. No cases have been reported from the Galápagos Islands. From 1983, Ecuador started multi-drug therapy. Data from the Ministry of Public Health (MoH) system identified 1539 incident cases, showing a significant decline in new cases from 2000 to 2024, with no cases in children. New cases detection rate by 100,000 inhabitants was 0.51 in 2019 according to the World Health Organization (WHO). No study has genotyped the Mycobacterium spp. in human cases, other animal species, or environment. According to the MoH, multibacillary leprosy accounts for 78.95% of diagnosed cases, with confirmation based on Ziehl–Neelsen staining and histopathology. No survey has assessed disabilities, knowledge, attitudes, and practices (KAP) or stigma related to leprosy. Research is needed on transmission routes, Mycobacterium genotyping, genetic susceptibility, and antibiotic resistance. BCG vaccination coverage fell to 75.3% in 2021. Cases are currently diagnosed and treated on an outpatient basis in large hospitals. Conclusions: This comprehensive review highlights persistent gaps in leprosy research and critical information, despite seven decades of documented cases in Ecuador. The disease is still endemic across the country, particularly at subnational level in the subtropics and tropics of the Pacific coast and the Amazon. There is a need for nationwide epidemiological research on reservoirs and the environment applying the One Health concept. Increased laboratory facilities and readily available official data are required to improve our understanding of leprosy in Ecuador. Strengthening community-level efforts is essential for Ecuador to meet the targets of the “WHO’s Towards Zero Leprosy: Strategy 2021–2030.” Full article
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