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17 pages, 430 KB  
Article
Adoption and Impact of ChatGPT in Computer Science Education: A Case Study on a Database Administration Course
by Daniel López-Fernández and Ricardo Vergaz
AI 2024, 5(4), 2321-2337; https://doi.org/10.3390/ai5040114 - 11 Nov 2024
Cited by 4 | Viewed by 2603
Abstract
The irruption of GenAI such as ChatGPT has changed the educational landscape. Therefore, methodological guidelines and more empirical experiences are needed to better understand these tools and know how to use them to their fullest potential. This contribution presents an exploratory and correlational [...] Read more.
The irruption of GenAI such as ChatGPT has changed the educational landscape. Therefore, methodological guidelines and more empirical experiences are needed to better understand these tools and know how to use them to their fullest potential. This contribution presents an exploratory and correlational study conducted with 37 computer science students who used ChatGPT as a support tool to learn database administration. The article addresses three questions: The first one explores the degree of use of ChatGPT among computer science students to learn database administration, the second one explores the profile of students who get the most out of tools like ChatGPT to deal with database administration activities, and the third one explores how the utilization of ChatGPT can impact in academic performance. To empirically shed light on these questions the student’s grades and a comprehensive questionnaire were employed as research instruments. The obtained results indicate that traditional learning resources, such as teacher’s explanations and student’s reports, were widely used and correlated positively with student’s grades. The usage and perceived utility of ChatGPT were moderate, but positive correlations between students’ grades and ChatGPT usage were found. Indeed, a significantly higher use of this tool was identified among the group of outstanding students. This indicate that high-performing students are the ones who are using ChatGPT the most. So, a new digital trench could be rising between these students and those with a lower degree of fundamentals and worse prompting skills, who may not take advantage of all the ChatGPT possibilities. Full article
(This article belongs to the Topic Explainable AI in Education)
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24 pages, 6643 KB  
Article
Irruption of Network Analysis to Explain Dietary, Psychological and Nutritional Patterns and Metabolic Health Status in Metabolically Healthy and Unhealthy Overweight and Obese University Students: Ecuadorian Case
by María Alejandra Aguirre-Quezada and María Pilar Aranda-Ramírez
Nutrients 2024, 16(17), 2924; https://doi.org/10.3390/nu16172924 - 1 Sep 2024
Cited by 1 | Viewed by 2235
Abstract
Background. The association between dietary nutritional patterns, psychological factors, and metabolic health status has not been investigated in university students. There are studies that include numerous variables to test hypotheses from various theoretical bases, but due to their complexity, they have not been [...] Read more.
Background. The association between dietary nutritional patterns, psychological factors, and metabolic health status has not been investigated in university students. There are studies that include numerous variables to test hypotheses from various theoretical bases, but due to their complexity, they have not been studied in combination. The scientific community recognizes the use of Gaussian graphical models (GGM) as a set of novel methods capable of addressing this. Objective. To apply GGMs to derive specific networks for groups of healthy and unhealthy obese individuals that represent nutritional, psychological, and metabolic patterns in an Ecuadorian population. Methodology. This was a quantitative, non-experimental, cross-sectional, correlational study conducted on a sample of 230 obese/overweight university students, selected through a multi-stage random sampling method. To assess usual dietary intake, a Food Frequency Questionnaire (FFQ) was used; to evaluate psychological profiles (anxiety, depression, and stress), the DASS-21 scale was employed; blood pressure and anthropometric data were collected; and insulin levels, lipid profiles, and glucose levels were determined using fasting blood samples. The International Diabetes Federation (IDF) criteria were applied to identify metabolically healthy and unhealthy individuals. Statistical analysis relied on univariate methods (frequencies, measures of central tendency, and dispersion), and the relationships were analyzed through networks. The Mann-Whitney U test was used to analyze differences between groups. Results. In metabolically unhealthy obese individuals, GGMs identified a primary network consisting of the influence of waist circumference on blood pressure and insulin levels. In the healthy obese group, a different network was identified, incorporating stress and anxiety variables that influenced blood pressure, anthropometry, and insulin levels. Other identified networks show the dynamics of obesity and the effect of waist circumference on triglycerides, anxiety, and riboflavin intake. Conclusions. GGMs are an exploratory method that can be used to construct networks that illustrate the behavior of obesity in the studied population. In the future, the identified networks could form the basis for updating obesity management protocols in Primary Care Units and supporting clinical interventions in Ecuador. Full article
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14 pages, 1842 KB  
Hypothesis
Irruption and Absorption: A ‘Black-Box’ Framework for How Mind and Matter Make a Difference to Each Other
by Tom Froese
Entropy 2024, 26(4), 288; https://doi.org/10.3390/e26040288 - 27 Mar 2024
Cited by 1 | Viewed by 5446
Abstract
Cognitive science is confronted by several fundamental anomalies deriving from the mind–body problem. Most prominent is the problem of mental causation and the hard problem of consciousness, which can be generalized into the hard problem of agential efficacy and the hard problem of [...] Read more.
Cognitive science is confronted by several fundamental anomalies deriving from the mind–body problem. Most prominent is the problem of mental causation and the hard problem of consciousness, which can be generalized into the hard problem of agential efficacy and the hard problem of mental content. Here, it is proposed to accept these explanatory gaps at face value and to take them as positive indications of a complex relation: mind and matter are one, but they are not the same. They are related in an efficacious yet non-reducible, non-observable, and even non-intelligible manner. Natural science is well equipped to handle the effects of non-observables, and so the mind is treated as equivalent to a hidden ‘black box’ coupled to the body. Two concepts are introduced given that there are two directions of coupling influence: (1) irruption denotes the unobservable mind hiddenly making a difference to observable matter, and (2) absorption denotes observable matter hiddenly making a difference to the unobservable mind. The concepts of irruption and absorption are methodologically compatible with existing information-theoretic approaches to neuroscience, such as measuring cognitive activity and subjective qualia in terms of entropy and compression, respectively. By offering novel responses to otherwise intractable theoretical problems from first principles, and by doing so in a way that is closely connected with empirical advances, irruption theory is poised to set the agenda for the future of the mind sciences. Full article
(This article belongs to the Section Multidisciplinary Applications)
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30 pages, 5819 KB  
Article
Smart Cities and Citizen Adoption: Exploring Tourist Digital Maturity for Personalizing Recommendations
by Gabriel Marín Díaz, José Luis Galdón Salvador and José Javier Galán Hernández
Electronics 2023, 12(16), 3395; https://doi.org/10.3390/electronics12163395 - 10 Aug 2023
Cited by 9 | Viewed by 3673
Abstract
Due to the irruption of new technologies in cities such as mobile applications, geographic information systems, internet of things (IoT), Big Data, or artificial intelligence (AI), new approaches to citizen management are being developed. The primary goal is to adapt citizen services to [...] Read more.
Due to the irruption of new technologies in cities such as mobile applications, geographic information systems, internet of things (IoT), Big Data, or artificial intelligence (AI), new approaches to citizen management are being developed. The primary goal is to adapt citizen services to this evolving technological environment, thereby enhancing the overall urban experience. These new services can enable city governments and businesses to offer their citizens a truly immersive experience that facilitates their day-to-day lives and ultimately improves their standard of living. In this arena, it is important to emphasize that all investments in infrastructure and technological developments in Smart Cities will be wasted if the citizens for whom they have been created eventually do not use them for whatever reason. To avoid these kinds of problems, the citizens’ level of adaptation to the technologies should be evaluated. However, although much has been studied about new technological developments, studies to validate the actual impact and user acceptance of these technological models are much more limited. This work endeavors to address this deficiency by presenting a new model of personalized recommendations based in the technology acceptance model (TAM). To achieve the goal, this research introduces an assessment system for tourists’ digital maturity level (DMT) that combines a fuzzy 2-tuple linguistic model and the analytic hierarchy process (AHP). This approach aims to prioritize and personalize the connection and communication between tourists and Smart Cities based on the digital maturity level of the tourist. The results have shown a significant correlation between technology usage and the potential for personalized experiences in the context of tourism and Smart Cities. Full article
(This article belongs to the Special Issue Advances and Challenges of Recommender Systems in Smart City)
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13 pages, 5704 KB  
Article
Formylation as a Chemical Tool to Modulate the Performance of Photosensitizers Based on Boron Dipyrromethene Dimers
by Carolina Díaz-Norambuena, Edurne Avellanal-Zaballa, Alejandro Prieto-Castañeda, Jorge Bañuelos, Santiago de la Moya, Antonia R. Agarrabeitia and María J. Ortiz
Int. J. Mol. Sci. 2023, 24(14), 11837; https://doi.org/10.3390/ijms241411837 - 23 Jul 2023
Cited by 2 | Viewed by 1851
Abstract
Heavy-atom-free photosensitizers are envisioned as the next generation of photoactive molecules for photo-theragnosis. In this approach, and after suitable irradiation, a single molecular scaffold is able to visualize and kill tumour cells by fluorescence signalling and photodynamic therapy (PDT), respectively, with minimal side [...] Read more.
Heavy-atom-free photosensitizers are envisioned as the next generation of photoactive molecules for photo-theragnosis. In this approach, and after suitable irradiation, a single molecular scaffold is able to visualize and kill tumour cells by fluorescence signalling and photodynamic therapy (PDT), respectively, with minimal side effects. In this regard, BODIPY-based orthogonal dimers have irrupted as suitable candidates for this aim. Herein, we analyse the photophysical properties of a set of formyl-functionalized BODIPY dimers to ascertain their suitability as fluorescent photosensitizers. The conducted computationally aided spectroscopic study determined that the fluorescence/singlet oxygen generation dual performance of these valuable BODIPY dimers not only depends on the BODIPY-BODIPY linkage and the steric hindrance around it, but also can be modulated by proper formyl functionalization at specific chromophoric positions. Thus, we propose regioselective formylation as an effective tool to modulate such a delicate photonic balance in BODIPY-based dimeric photosensitizers. The taming of the excited-state dynamics, in particular intramolecular charge transfer as the key underlying process mediating fluorescence deactivation vs. intersystem crossing increasing, could serve to increase fluorescence for brighter bioimaging, enhance the generation of singlet oxygen for killing activity, or balance both for photo-theragnosis. Full article
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12 pages, 819 KB  
Article
Is the Education System Prepared for the Irruption of Artificial Intelligence? A Study on the Perceptions of Students of Primary Education Degree from a Dual Perspective: Current Pupils and Future Teachers
by Alba Lozano and Carolina Blanco Fontao
Educ. Sci. 2023, 13(7), 733; https://doi.org/10.3390/educsci13070733 - 18 Jul 2023
Cited by 44 | Viewed by 8695
Abstract
The recent irruption of ChatGPT, a powerful chatbot that uses a “Chat Generative Pretrained Transformer” language model, could revolutionize education worldwide since it can greatly affect the competence development that students need to achieve for their professional future. The aim of this work [...] Read more.
The recent irruption of ChatGPT, a powerful chatbot that uses a “Chat Generative Pretrained Transformer” language model, could revolutionize education worldwide since it can greatly affect the competence development that students need to achieve for their professional future. The aim of this work is to assess the level of knowledge of ChatGPT and the perception of its possibilities of use in education by students studying the Primary Education Degree at the University of León (Spain) from a double perspective: as students and future teachers, respectively. For this purpose, a descriptive, cross-sectional, non-experimental, and quantitative research design was carried out, with the design and elaboration of a questionnaire. The questionnaire data were statistically processed by calculating relative frequencies. The main results highlight that students have a positive perception of ChatGPT use, with potential applications in education, and do not perceive it as a threat to the deterioration of the educational system as long as the sources of the data generated by the tool are verified. In addition, as students and future teachers, they need more knowledge about the operation of ChatGPT to ensure its correct use and maintain the quality of the education system. Thus, to overcome ChatGPT irruption in education, digital literacy is crucial at all educational levels. Full article
(This article belongs to the Special Issue Digital Innovation in Education)
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21 pages, 1492 KB  
Review
HER2-Positive Gastric Cancer: The Role of Immunotherapy and Novel Therapeutic Strategies
by Anna Pous, Lucía Notario, Cinta Hierro, Laura Layos and Cristina Bugés
Int. J. Mol. Sci. 2023, 24(14), 11403; https://doi.org/10.3390/ijms241411403 - 13 Jul 2023
Cited by 28 | Viewed by 8217
Abstract
Gastric cancer is an aggressive disease with increasing global incidence in recent years. Human epidermal growth receptor 2 (HER2) is overexpressed in approximately 10–20% of gastric cancers. The implementation of targeted therapy against HER2 as part of the standard of care treatment in [...] Read more.
Gastric cancer is an aggressive disease with increasing global incidence in recent years. Human epidermal growth receptor 2 (HER2) is overexpressed in approximately 10–20% of gastric cancers. The implementation of targeted therapy against HER2 as part of the standard of care treatment in metastatic disease has improved the prognosis of this subset of patients. However, gastric cancer still has high mortality rates and urgently requires new treatment strategies. The combination of immunotherapy with HER2-targeted therapies has shown synergistic effects in preclinical models, this being the rationale behind exploring this combination in clinical trials in locally advanced and metastatic settings. Additionally, the irruption of antibody–drug conjugates and other novel HER2-targeted agents has led to the development of numerous clinical trials showing promising results. This review presents the molecular mechanisms supporting the use of HER2-targeted drugs in combination with immunotherapy and provides an overview of the therapeutic scenario of HER2-positive disease. We focus on the role of immunotherapy but also summarize emerging therapies and combinations under clinical research that may change the standard treatment in HER-2 positive disease in the future. Full article
(This article belongs to the Special Issue Molecular Biomarkers in Cancers: Advances and Challenges)
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19 pages, 1722 KB  
Hypothesis
Irruption Theory: A Novel Conceptualization of the Enactive Account of Motivated Activity
by Tom Froese
Entropy 2023, 25(5), 748; https://doi.org/10.3390/e25050748 - 2 May 2023
Cited by 18 | Viewed by 8411
Abstract
Cognitive science is lacking conceptual tools to describe how an agent’s motivations, as such, can play a role in the generation of its behavior. The enactive approach has made progress by developing a relaxed naturalism, and by placing normativity at the core of [...] Read more.
Cognitive science is lacking conceptual tools to describe how an agent’s motivations, as such, can play a role in the generation of its behavior. The enactive approach has made progress by developing a relaxed naturalism, and by placing normativity at the core of life and mind; all cognitive activity is a kind of motivated activity. It has rejected representational architectures, especially their reification of the role of normativity into localized “value” functions, in favor of accounts that appeal to system-level properties of the organism. However, these accounts push the problem of reification to a higher level of description, given that the efficacy of agent-level normativity is completely identified with the efficacy of non-normative system-level activity, while assuming operational equivalency. To allow normativity to have its own efficacy, a new kind of nonreductive theory is proposed: irruption theory. The concept of irruption is introduced to indirectly operationalize an agent’s motivated involvement in its activity, specifically in terms of a corresponding underdetermination of its states by their material basis. This implies that irruptions are associated with increased unpredictability of (neuro)physiological activity, and they should, hence, be quantifiable in terms of information-theoretic entropy. Accordingly, evidence that action, cognition, and consciousness are linked to higher levels of neural entropy can be interpreted as indicating higher levels of motivated agential involvement. Counterintuitively, irruptions do not stand in contrast to adaptive behavior. Rather, as indicated by artificial life models of complex adaptive systems, bursts of arbitrary changes in neural activity can facilitate the self-organization of adaptivity. Irruption theory therefore, makes it intelligible how an agent’s motivations, as such, can make effective differences to their behavior, without requiring the agent to be able to directly control their body’s neurophysiological processes. Full article
(This article belongs to the Special Issue Brain Theory from Artificial Life)
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15 pages, 8492 KB  
Article
Antialcohol and Hepatoprotective Effects of Tamarind Shell Extract on Ethanol-Induced Damage to HepG2 Cells and Animal Models
by Shao-Cong Han, Rong-Ping Huang, Qiong-Yi Zhang, Chang-Yu Yan, Xi-You Li, Yi-Fang Li, Rong-Rong He and Wei-Xi Li
Foods 2023, 12(5), 1078; https://doi.org/10.3390/foods12051078 - 3 Mar 2023
Cited by 11 | Viewed by 4189
Abstract
Alcohol liver disease (ALD) is one of the leading outcomes of acute and chronic liver injury. Accumulative evidence has confirmed that oxidative stress is involved in the development of ALD. In this study, we used chick embryos to establish ALD model to study [...] Read more.
Alcohol liver disease (ALD) is one of the leading outcomes of acute and chronic liver injury. Accumulative evidence has confirmed that oxidative stress is involved in the development of ALD. In this study, we used chick embryos to establish ALD model to study the hepatoprotective effects of tamarind shell exttract (TSE). Chick embryos received 25% ethanol (75 μL) and TSE (250, 500, 750 μg/egg/75 μL) from embryonic development day (EDD) 5.5. Both ethanol and TSE were administrated every two days until EDD15. Ethanol-exposed zebrafish and HepG2 cell model were also employed. The results suggested that TSE effectively reversed the pathological changes, liver dysfunction and ethanol-metabolic enzyme disorder in ethanol-treated chick embryo liver, zebrafish and HepG2 cells. TSE suppressed the excessive reactive oxygen species (ROS) in zebrafish and HepG2 cells, as well as rebuilt the irrupted mitochondrial membrane potential. Meanwhile, the declined antioxidative activity of glutathione peroxidase (GPx) and superoxide dismutase (SOD), together with the content of total glutathione (T-GSH) were recovered by TSE. Moreover, TSE upregulated nuclear factor erythroid 2—related factor 2 (NRF2) and heme oxyense-1 (HO-1) expression in protein and mRNA level. All the phenomena suggested that TSE attenuated ALD through activating NRF2 to repress the oxidative stress induced by ethanol. Full article
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12 pages, 4933 KB  
Article
Razorbills Alca torda in Italian Seas: A Massive Irruption of Historical Relevance and Role of Social Network Monitoring
by Rosario Balestrieri, Roberto Vento, Andrea Viviano, Emiliano Mori, Claudia Gili and Flavio Monti
Animals 2023, 13(4), 656; https://doi.org/10.3390/ani13040656 - 14 Feb 2023
Cited by 12 | Viewed by 4491
Abstract
Reporting on uncommon wide animal movements could help in depicting potential carry-over effects at the population level, particularly in an era of rapid climate and environmental changes. The razorbill (Alca torda, Linnaeus 1758) is a regular passage migrant and winter visitor [...] Read more.
Reporting on uncommon wide animal movements could help in depicting potential carry-over effects at the population level, particularly in an era of rapid climate and environmental changes. The razorbill (Alca torda, Linnaeus 1758) is a regular passage migrant and winter visitor to Italian seas, but with sporadic presences usually involving small numbers of individuals. Irruptions have been occasionally documented, with the last records of an unusually large number dating back to 1982. However, in the past, irruptions have only been locally reported and poorly described. Here we report on an unprecedented massive irruption of hundreds of razorbills which occurred in the central Mediterranean Sea in November-December 2022. Using citizen science platforms and photos/videos shared on social networking sites (SNSs), we estimated the relative magnitude of the irruption and described the spatial distribution of birds at sea, as well as report cases of stranded individuals. We collected a total of 267 records, both from Italy and from neighboring countries. We also discuss the likely factors affecting razorbill irruption and stress the importance of open social platforms and data sharing to aid in the early detection and estimation of such events at a wide-scale, as well as for the monitoring of the mortality of the irrupted species. Full article
(This article belongs to the Section Wildlife)
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19 pages, 632 KB  
Review
Stuck in the Caterpillars’ Web: A Half-Century of Biocontrol Research and Application on Gregarious Lepidopteran Pests in Europe
by Aleksandra Trajković and Vladimir Žikić
Sustainability 2023, 15(4), 2881; https://doi.org/10.3390/su15042881 - 5 Feb 2023
Cited by 5 | Viewed by 3244
Abstract
Unraveling multiple layers of collective behavior outside the well-known isopteran and hymenopteran societies was a tall order for the scientific community, especially in the case of gregarious juveniles in the order Lepidoptera. Often protected with a solid silk shelter, devoid of reproductive division [...] Read more.
Unraveling multiple layers of collective behavior outside the well-known isopteran and hymenopteran societies was a tall order for the scientific community, especially in the case of gregarious juveniles in the order Lepidoptera. Often protected with a solid silk shelter, devoid of reproductive division of labor or conventional forms of parental care, caterpillar aggregations have rarely been considered in terms of economic importance. Of over 60 European communal species, 24 can be associated with voracious feeding habits, and thus be irruptive or pestilential, depending on the extent and severity. This review retrieves 59 cases of biocontrol against Hyphantria cunea (Drury), Euproctis chrysorrhoea (L.), Malacosoma neustria (L.), Thaumetopoea pityocampa (Denis and Schiffermüller), T. processionea (L.) and Yponomeuta malinellus (Zeller) and classifies them in predefined research and application subcategories. The percentage-wise distribution of the utilized or explored biocontrol agents was projected at 35.59% in favor of parasitoids and predators. Falling between fundamental and applicative disciplines, biocontrol, especially in its early days, built a global reputation of being underreported. To provide guidance for future research regarding the group, the functional trait-based concept used in this study is complemented with preliminary outcome assessment. Full article
(This article belongs to the Special Issue Biocontrol for Sustainable Crop and Livestock Production)
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31 pages, 2222 KB  
Review
Abundance and Dynamics of Small Mammals in New Zealand: Sequential Invasions into an Island Ecosystem Like No Other
by Carolyn King
Life 2023, 13(1), 156; https://doi.org/10.3390/life13010156 - 5 Jan 2023
Cited by 7 | Viewed by 10568
Abstract
New Zealand had no people or four-footed mammals of any size until it was colonised by Polynesian voyagers and Pacific rats in c. 1280 AD. Between 1769 and 1920 AD, Europeans brought three more species of commensal rats and mice, and three predatory [...] Read more.
New Zealand had no people or four-footed mammals of any size until it was colonised by Polynesian voyagers and Pacific rats in c. 1280 AD. Between 1769 and 1920 AD, Europeans brought three more species of commensal rats and mice, and three predatory mustelids, plus rabbits, house cats hedgehogs and Australian brushtail possums. All have in turn invaded the whole country and many offshore islands in huge abundance, at least initially. Three species are now reduced to remnant populations, but the other eight remain widely distributed. They comprise an artificial but interacting and fully functional bottom-up predator-prey system, responding at all levels to interspecific competition, habitat quality and periodic resource pulsing. Full article
(This article belongs to the Special Issue Abundance and Dynamics of Small Mammals and Their Predators)
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12 pages, 1564 KB  
Review
Recent PELE Developments and Applications in Drug Discovery Campaigns
by Ignasi Puch-Giner, Alexis Molina, Martí Municoy, Carles Pérez and Victor Guallar
Int. J. Mol. Sci. 2022, 23(24), 16090; https://doi.org/10.3390/ijms232416090 - 17 Dec 2022
Cited by 1 | Viewed by 3017
Abstract
Computer simulation techniques are gaining a central role in molecular pharmacology. Due to several factors, including the significant improvements of traditional molecular modelling, the irruption of machine learning methods, the massive data generation, or the unlimited computational resources through cloud computing, the future [...] Read more.
Computer simulation techniques are gaining a central role in molecular pharmacology. Due to several factors, including the significant improvements of traditional molecular modelling, the irruption of machine learning methods, the massive data generation, or the unlimited computational resources through cloud computing, the future of pharmacology seems to go hand in hand with in silico predictions. In this review, we summarize our recent efforts in such a direction, centered on the unconventional Monte Carlo PELE software and on its coupling with machine learning techniques. We also provide new data on combining two recent new techniques, aquaPELE capable of exhaustive water sampling and fragPELE, for fragment growing. Full article
(This article belongs to the Special Issue State-of-the-Art Molecular Pharmacology in Spain)
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41 pages, 5141 KB  
Review
From Classical to Advanced Use of Polymers in Food and Beverage Applications
by Saúl Vallejos, Miriam Trigo-López, Ana Arnaiz, Álvaro Miguel, Asunción Muñoz, Aránzazu Mendía and José Miguel García
Polymers 2022, 14(22), 4954; https://doi.org/10.3390/polym14224954 - 16 Nov 2022
Cited by 45 | Viewed by 6860
Abstract
Polymers are extensively used in food and beverage packaging to shield against contaminants and external damage due to their barrier properties, protecting the goods inside and reducing waste. However, current trends in polymers for food, water, and beverage applications are moving forward into [...] Read more.
Polymers are extensively used in food and beverage packaging to shield against contaminants and external damage due to their barrier properties, protecting the goods inside and reducing waste. However, current trends in polymers for food, water, and beverage applications are moving forward into the design and preparation of advanced polymers, which can act as active packaging, bearing active ingredients in their formulation, or controlling the head-space composition to extend the shelf-life of the goods inside. In addition, polymers can serve as sensory polymers to detect and indicate the presence of target species, including contaminants of food quality indicators, or even to remove or separate target species for later quantification. Polymers are nowadays essential materials for both food safety and the extension of food shelf-life, which are key goals of the food industry, and the irruption of smart materials is opening new opportunities for going even further in these goals. This review describes the state of the art following the last 10 years of research within the field of food and beverage polymer’s applications, covering present applications, perspectives, and concerns related to waste generation and the circular economy. Full article
(This article belongs to the Special Issue Advanced Polymer in Food Industry)
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30 pages, 491 KB  
Review
Induced Pluripotent Stem Cells, a Stepping Stone to In Vitro Human Models of Hearing Loss
by María Beatriz Durán-Alonso and Hrvoje Petković
Cells 2022, 11(20), 3331; https://doi.org/10.3390/cells11203331 - 21 Oct 2022
Cited by 5 | Viewed by 3640
Abstract
Hearing loss is the most prevalent sensorineural impairment in humans. Yet despite very active research, no effective therapy other than the cochlear implant has reached the clinic. Main reasons for this failure are the multifactorial nature of the disorder, its heterogeneity, and a [...] Read more.
Hearing loss is the most prevalent sensorineural impairment in humans. Yet despite very active research, no effective therapy other than the cochlear implant has reached the clinic. Main reasons for this failure are the multifactorial nature of the disorder, its heterogeneity, and a late onset that hinders the identification of etiological factors. Another problem is the lack of human samples such that practically all the work has been conducted on animals. Although highly valuable data have been obtained from such models, there is the risk that inter-species differences exist that may compromise the relevance of the gathered data. Human-based models are therefore direly needed. The irruption of human induced pluripotent stem cell technologies in the field of hearing research offers the possibility to generate an array of otic cell models of human origin; these may enable the identification of guiding signalling cues during inner ear development and of the mechanisms that lead from genetic alterations to pathology. These models will also be extremely valuable when conducting ototoxicity analyses and when exploring new avenues towards regeneration in the inner ear. This review summarises some of the work that has already been conducted with these cells and contemplates future possibilities. Full article
(This article belongs to the Special Issue Stem Cells and Hearing Loss)
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