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18 pages, 12861 KiB  
Article
Synergistic Approach of High-Precision 3D Printing and Low Cell Adhesion for Enhanced Self-Assembled Spheroid Formation
by Chunxiang Lu, Aoxiang Jin, Chuang Gao, Hao Qiao, Huazhen Liu, Yi Zhang, Wenbin Sun, Shih-Mo Yang and Yuanyuan Liu
Biosensors 2025, 15(1), 7; https://doi.org/10.3390/bios15010007 (registering DOI) - 26 Dec 2024
Abstract
Spheroids, as three-dimensional (3D) cell aggregates, can be prepared using various methods, including hanging drops, microwells, microfluidics, magnetic manipulation, and bioreactors. However, current spheroid manufacturing techniques face challenges such as complex workflows, the need for specialized personnel, and poor batch reproducibility. In this [...] Read more.
Spheroids, as three-dimensional (3D) cell aggregates, can be prepared using various methods, including hanging drops, microwells, microfluidics, magnetic manipulation, and bioreactors. However, current spheroid manufacturing techniques face challenges such as complex workflows, the need for specialized personnel, and poor batch reproducibility. In this study, we designed a support-free, 3D-printed microwell chip and developed a compatible low-cell-adhesion process. Through simulation and experimental validation, we rapidly optimized microwell size and the coating process. We successfully formed three types of spheroids—human immortalized epidermal cells (HaCaTs), umbilical cord mesenchymal stem cells (UC-MSCs), and human osteosarcoma cells (MG63s)—on the chip. Fluorescent viability staining confirmed the biocompatibility and reliability of the chip. Finally, drug response experiments were conducted using the chip. Compared to traditional methods, our proposed strategy enables high-throughput production of size-controlled spheroids with excellent shape retention, while enhanced gas exchange during culture improves differentiation marker expression. This platform provides an efficient and cost-effective solution for biosensing applications, such as drug screening, disease modeling, and personalized therapy monitoring. Furthermore, the chip shows significant potential for real-time in vitro monitoring of cellular viability, reaction kinetics, and drug sensitivity, offering valuable advancements in biosensor technology for life sciences and medical applications. Full article
(This article belongs to the Section Nano- and Micro-Technologies in Biosensors)
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Graphical abstract

Graphical abstract
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<p>The fabrication process and operational procedure of the microwell chip. (<b>a</b>) Design of the microwell chip. (<b>b</b>) Dipping in PDMS. (<b>c</b>) Transferring PDMS in the microwell. (<b>d</b>) Dipping the stamp in PDMS. (<b>e</b>) Manual seeding of cells into the chip. (<b>f</b>) Spheroid formation in microwells.</p>
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<p>Formation and analysis of microwells. (<b>a</b>) The image of the microwell chip. (<b>b</b>) The microwell chip printed in batch without the need for additional support materials. (<b>c</b>) The chip holder ensures microwells are within the focal range of the microscope. (<b>d1</b>) Surface of the microwells observed under a microscope. Scale bar: 200 μm. (<b>d2</b>) Schematic diagram of layer stacking. (<b>e</b>) Schematic diagram of the adhesive force (F<sub>adhesive</sub>) exerted by the release film on the printed model. (<b>f</b>) The achievement rate of Φ 0.5 mm through-holes. (<b>g</b>) The specific formed sizes of microwells. (The dx, dy refers to the length measured in the <span class="html-italic">x</span>-axis/<span class="html-italic">y</span>-axis direction.) Asterisks indicate significant differences at ** <span class="html-italic">p</span> &lt; 0.01. (<b>h1</b>–<b>h4</b>) The circularity at different sizes (the ratio of d<sub>min</sub> to d<sub>max</sub>, where d<sub>min/max</sub> is the minimum/maximum value of dx and dy within the same hole).</p>
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<p>Morphological characterization of microwell coatings. (<b>a</b>) Microscopic images of microwells after PDMS coating. Scale bar: 200 µm. (<b>b</b>) Comparison of microwell wall surfaces before and after PDMS coating, with the left arrow showing the rough surface before coating and the right arrow showing the smooth surface after coating. Scale bar: 200 µm. (<b>c1</b>,<b>c2</b>) SEM observation of the cross-section (15× magnification) and local enlarged view (50× magnification) of the uncoated Φ 1 mm microwell. Arrows indicate layers and burrs. (<b>d1</b>,<b>d2</b>) SEM observation of the cross-section (15× magnification) and local enlarged view (50× magnification) of the Φ 1 mm microwell coated with PDMS. Arrows indicate the coating. (<b>e</b>) Water contact angles of no coating (non), PDMS coating (P), PF-127 coated (PF), and PDMS added PF-127 coating (P-PF) surfaces. (<b>f</b>) Diameter of microwells before and after PDMS coating. (<b>g</b>) Thickness of PDMS coating. (<b>h</b>) Comparison of water contact angles on four different surfaces. Asterisks indicate significant differences at * <span class="html-italic">p</span> &lt; 0.05, ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Simulation and experimental results of fluid behavior inside the chip. (<b>a1</b>–<b>a4</b>) Simulated 2D fluid behavior and leakage in the chip. (<b>b1</b>–<b>b4</b>) Fluid behavior in the 3D chip under continuous perfusion of the medium. (<b>c1</b>–<b>c3</b>) Specific numerical ranges of the three fluid outcomes in the simulated 2D chip. (<b>d1</b>–<b>d3</b>) Maximum hydrostatic pressure the 3D chip can withstand.</p>
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<p>The influence of different coatings on spheroid formation. (<b>a</b>) The growth of cells inside the microwell chip with four coatings (non, PF, P, and P-PF) after 1 day. Scale bar: 200 µm. (<b>b</b>) The proportion of HaCaTs forming spheroids in the four groups of microwell chips. Asterisks indicate significant differences at * <span class="html-italic">p</span> &lt; 0.05, ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Fabrication and cultivation of spheroids on the microwell chips. (<b>a1</b>–<b>a3</b>) Bright-field images of HaCaTs, UC-MSCs, and MG63s spheroids within microwells after seeding with gradient cell densities on day 1 and day 7. Scale bar: 200 μm. (<b>b1</b>–<b>b3</b>) Diameters of HaCaTs, UC-MSCs, and MG63s spheroids measured on days 1, 3, 5, and 7.</p>
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<p>Viability of spheroids on the microwell chips. (<b>a1</b>–<b>a3</b>) Microscopic images of HaCaTs, UC-MSCs, and MG63s spheroids cultured continuously on the microwell chips for 7 days. Spheroids stained with Calcein-AM and PI. Scale bar: 200 μm. (<b>b1</b>–<b>b3</b>) Viability of HaCaTs, UC-MSCs, and MG63s spheroids on day 7 on the microwell chips.</p>
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<p>Measurement and analysis of the spherical shape of the spheroid. (<b>a</b>) Bright-field image of the spheroids, followed by binarization processing using ImageJ to evaluate shape and area. Scale bar: 100 µm. (<b>b1</b>,<b>b2</b>) Comparison of the circularity and sphericity of HaCaTs, UC-MSCs, and MG63s spheroids formed by the hanging drop method and the microwell chip method. Asterisks indicate significant differences at * <span class="html-italic">p</span> &lt; 0.05.</p>
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<p>Immunofluorescence staining of HaCaTs spheroids. (<b>a</b>,<b>b</b>,<b>c</b>) Schematics of different culture methods. (<b>a1</b>,<b>b1</b>,<b>c1</b>) and (<b>a3</b>,<b>b3</b>,<b>c3</b>) show DAPI-stained images of spheroids after 7 days of culture. (<b>a2</b>,<b>b2</b>,<b>c2</b>) show CK10-stained images of spheroids after 7 days of culture. (<b>a4</b>,<b>b4</b>,<b>c4</b>) show CK14-stained images of spheroids after 7 days of culture. Scale bar: 100 μm.</p>
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<p>Drug response of spheroids. (<b>a</b>) Images of spheroids stained for dead cells after exposure to 5 μM of doxorubicin. Scale bar: 200 μm. (<b>b</b>) Drug–response curves of doxorubicin treatment for spheroids generated from 2D culture (2D), micropore chip (3D-C), U-shaped micropore plate (3D-W), and hanging drop method (3D-H).</p>
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13 pages, 214 KiB  
Article
Managing Major Life Changes: An Exploratory Study Using the Bridges Transitions Framework to Help Foster Youth Prepare for Discharge
by Ande A. Nesmith
Children 2025, 12(1), 22; https://doi.org/10.3390/children12010022 (registering DOI) - 26 Dec 2024
Abstract
Background: Adolescents in foster care endure frequent disruptive transitions, often culminating in discharge to independent living rather than reunification or adoption. Former foster youth fare poorly once on their own, with high rates of homelessness and social disconnection. This study explored the use [...] Read more.
Background: Adolescents in foster care endure frequent disruptive transitions, often culminating in discharge to independent living rather than reunification or adoption. Former foster youth fare poorly once on their own, with high rates of homelessness and social disconnection. This study explored the use of the Bridges Transitions Framework near the end of placement to help youth cope with the transition to adulthood. Methods: In this exploratory study, the framework was integrated into a foster agency’s programming; then, we assessed outcomes using administrative data and youth interviews. Thirty-five youth participated. Status of employment, education, and social support was collected 18 months after exposure to the framework. Results: The participants reported moderate to high levels of social support, which is often limited or absent among foster care leavers. Relative to rates reported in state-level foster care data, participants had substantially higher rates of school enrollment after discharge. With very few empirically assessed models available for this population that specifically address internal coping with such substantial life changes, the Transitions Framework offers a tool that may help foster youth navigate aging out of care. Securing lasting and meaningful social support and employment and completing education remain elusive for former foster youth. Conclusions: To confirm the utility of the Transitions Framework, it is recommended to assess it with a large sample and matched comparison group over time. Full article
31 pages, 3672 KiB  
Article
Including Embodied Carbon in Assessing Renovation Options for Industrial Heritage Buildings: A Review and Case Studies
by Yidong Huang, Fan Wang, Alex Vidal Hiscock, Jivantika Satyarthi and Harry Smith
Sustainability 2025, 17(1), 72; https://doi.org/10.3390/su17010072 (registering DOI) - 26 Dec 2024
Abstract
Industrial buildings play vital roles in a society, from shaping the economic, technological, cultural, and social fabric of society to contributing to its growth, development, and resilience. Hence, often at the end of their lifespans, they are “preserved” for their historical value through [...] Read more.
Industrial buildings play vital roles in a society, from shaping the economic, technological, cultural, and social fabric of society to contributing to its growth, development, and resilience. Hence, often at the end of their lifespans, they are “preserved” for their historical value through renovation. Considerations for renovation often include their historical significance, structural integrity, adaptive reuse, social sustainability, financial viability, and environmental impacts. Among these considerations, the carbon emissions associated with a project are increasingly becoming a factor of relevance when a historical building is to be sensitively renovated so that it can continue to contribute to local sustainability. However, embodied carbon is often overshadowed by operational carbon and overlooked in the development of renovation options. This paper argues for the need to include embodied carbon in the consideration of any renovation process and for guidelines for doing so. The argument is built upon a systematic review of current practices in the renovation of industrial heritage buildings across selected representative countries from the Global South and the Global North, in the belief that the former could learn valuable lessons from the latter, which has more extensive experience in considering embodied carbon in such processes. The argument also shows the difference in policy between different countries and articulates how the inclusion of embodied carbon might support environmental targets in the Global South. Based on a quantitative comparison, this review explains why embodied carbon (EC) is missing in renovations of industrial heritage buildings in the Global South. This study estimates the proportion and value of EC within the total life cycle in renovations of industrial buildings to support the argument. Above all, a calculation using a standard life cycle assessment (LCA) tool (ISO14040 & 14044) applied to four successful examples and a quantitative comparison highlight the benefits of including embodied carbon in renovations of industrial buildings and the carbon savings in the Global South and further supports our argument. Full article
(This article belongs to the Special Issue Smart Management and Net-Zero Carbon Buildings)
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<p>Comparison of the carbon emissions per capita over the last three decades [<a href="#B10-sustainability-17-00072" class="html-bibr">10</a>]. (<sup>1</sup>: Fossil emissions measure the quantity of carbon dioxide CO,) emitted from the burning of fossil fuels directly from industrial processes such as cement and steel production, including emissions from coal, oil, gas, and flaring. They do not include land use change, deforestation, soils, or vegetation.</p>
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<p>ISO 14040 life cycle assessment framework for building life cycle stages and modules.</p>
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<p>Recommended scope of comparative LCA for renovation options against new construction options, as modified by Hasik, Vaclav, et al. [<a href="#B9-sustainability-17-00072" class="html-bibr">9</a>].</p>
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<p>Comparison of the embodied carbon from the renovations of industrial heritage sites from both the literature review and six selected case studies versus the embodied carbon benchmarks [<a href="#B9-sustainability-17-00072" class="html-bibr">9</a>,<a href="#B19-sustainability-17-00072" class="html-bibr">19</a>,<a href="#B20-sustainability-17-00072" class="html-bibr">20</a>,<a href="#B21-sustainability-17-00072" class="html-bibr">21</a>,<a href="#B22-sustainability-17-00072" class="html-bibr">22</a>,<a href="#B23-sustainability-17-00072" class="html-bibr">23</a>,<a href="#B81-sustainability-17-00072" class="html-bibr">81</a>].</p>
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<p>Coal Drops Yard renovation project. (<b>a</b>) The original Victorian heritage structure [<a href="#B83-sustainability-17-00072" class="html-bibr">83</a>] and (<b>b</b>) the renovation process [<a href="#B84-sustainability-17-00072" class="html-bibr">84</a>].</p>
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<p>Contributions of building elements to the overall embodied carbon of the Coal Drops Yard project.</p>
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<p>Embodied carbon comparison with four design options and the baseline.</p>
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<p>Original building (<b>a</b>), taken by the authors in 2018; case building after renovation (<b>b</b>), taken by the authors in 2023.</p>
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<p>Embodied carbon comparison with three renovation options and the new construction option.</p>
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<p>Original building (<b>a</b>) in 2006, case building after first renovation (<b>b</b>) in 2010, case building after second renovation (<b>c</b>) in 2013. The three top views were downloaded from Google Earth. Red line: the occupied area of the building during different periods. Yellow line: the installation area of solar panels during different periods. Green line: the area of newly added structures during the second renovation.</p>
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21 pages, 970 KiB  
Systematic Review
Telerehabilitation and Its Impact Following Stroke: An Umbrella Review of Systematic Reviews
by Bayan Alwadai, Hatem Lazem, Hajar Almoajil, Abigail J. Hall, Maedeh Mansoubi and Helen Dawes
J. Clin. Med. 2025, 14(1), 50; https://doi.org/10.3390/jcm14010050 - 26 Dec 2024
Abstract
Objectives: To summarize the impact of various telerehabilitation interventions on motor function, balance, gait, activities of daily living (ADLs), and quality of life (QoL) among patients with stroke and to determine the existing telerehabilitation interventions for delivering physiotherapy sessions in clinical practice. [...] Read more.
Objectives: To summarize the impact of various telerehabilitation interventions on motor function, balance, gait, activities of daily living (ADLs), and quality of life (QoL) among patients with stroke and to determine the existing telerehabilitation interventions for delivering physiotherapy sessions in clinical practice. Methods: Six electronic databases were searched to identify relevant quantitative systematic reviews (SRs). Due to substantial heterogeneity, the data were analysed narratively. Results: A total of 28 systematic reviews (n = 245 primary studies) were included that examined various telerehabilitation interventions after stroke. Motor function was the most studied outcome domain across the reviews (20 SRs), followed by ADL (18 SRs), and balance (14 SRs) domains. For primary outcomes, our findings highlight moderate- to high-quality evidence showing either a significant effect or no significant difference between telerehabilitation and other interventions. There was insufficient evidence to draw a conclusion regarding feasibility outcomes, including participant satisfaction, adherence to treatment, and cost. Most reviews under this umbrella included patients with stroke in the subacute or chronic phase (12 SRs). Simple and complex telerehabilitation interventions such as telephone calls, videoconferencing, smartphone- or tablet-based mobile health applications, messaging, virtual reality, robot-assisted devices, and 3D animation videos, either alone or in combination with other interventions, were included across reviews. Conclusions: Various telerehabilitation interventions have shown either a significant effect or no significant difference compared to other interventions in improving upper and lower limb motor function, balance, gait, ADLs, and QoL, regardless of whether simple or complex approaches were used. Further research is needed to support the delivery of rehabilitation services through telerehabilitation intervention following a stroke. Full article
(This article belongs to the Section Clinical Rehabilitation)
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<p>PRISMA flowchart of study selection and inclusion process. ** Records that were excluded after title and abstract screening.</p>
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28 pages, 17997 KiB  
Article
Research on the Earth Reflected Solar Spectral Radiation Observation System Based on the Lagrange L1 Point of the Earth–Moon System
by Cong Zhao, Kai Wang, Shuqi Li, Xin Ye, Xiaolong Yi, Ye Jiang and Wei Fang
Remote Sens. 2025, 17(1), 28; https://doi.org/10.3390/rs17010028 - 26 Dec 2024
Abstract
We propose an observation system based on the Lagrange L1 point of the Earth–Moon system to observe solar spectral radiation reflected from the Earth, enabling continuous hyperspectral observation of the Earth’s hemisphere. The system can observe the solar spectral radiation reflected by the [...] Read more.
We propose an observation system based on the Lagrange L1 point of the Earth–Moon system to observe solar spectral radiation reflected from the Earth, enabling continuous hyperspectral observation of the Earth’s hemisphere. The system can observe the solar spectral radiation reflected by the Moon, with its data applicable to on-orbit spectral radiation calibration. In this paper, the spectral irradiance at the entrance pupil of the Earth spectral radiation observation system (ESROS) is analyzed, and the optical design of the ESROS is introduced. An off-axis two-mirror telescope system, a coupling system of a microlens array and a fiber bundle, and an optical splitting system based on concave grating are used to achieve the full field of view hyperspectral splitting and miniaturization of the instrument. Finally, the stray radiation suppression of the instrument is introduced. The results show that the spectral resolution of the system is better than 5 nm in the 380–1000 nm band, and the spectral resolution is better than 10 nm in the 1000–1700 nm band. When observing the Earth, the signal-to-noise ratio is greater than 200. The external stray radiation suppression reaches the order of 10−9. The ESROS will provide crucial data support for researching global energy balance, climate change, and the spectral characteristics of exoplanets, facilitating planetary science and the exploration of extraterrestrial life. Full article
(This article belongs to the Special Issue Optical Remote Sensing Payloads, from Design to Flight Test)
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<p>An observation diagram of the spectroradiometer.</p>
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<p>The phase angle of the Earth and the Moon when the instrument observes the Earth and the Moon.</p>
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<p>The angle between the solar incident light and the optical axis of the instrument.</p>
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<p>An optical system diagram of the ESROS.</p>
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<p>Three-dimensional model of telescope system.</p>
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<p>The polychromatic Diffraction MTF in the imaging plane of the telescope system.</p>
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<p>The footprint diagram in the imaging plane of the telescope system.</p>
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<p>The spot diagram in the imaging plane of the telescope system.</p>
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<p>The geometrical optical path of a single microlens receiving the energy of the telescope system.</p>
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<p>Optical path diagram coupled with telescope system.</p>
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<p>Radiance map coupled with telescope system.</p>
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<p>Coupling of microlens and optical fiber.</p>
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<p>Optical path diagram of holographic concave grating spectrometer.</p>
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<p>The simulation diagrams and result diagrams of the optical splitting system.</p>
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<p>Solar stray radiation flux at the entrance pupil.</p>
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<p>The spectral irradiance of the Earth’s reflection spectrum at the incident pupil.</p>
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<p>The stray light-suppression requirements of the instrument.</p>
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<p>The design principle of the light shield.</p>
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<p>The design principle of the blocking halo.</p>
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<p>A structural diagram of the light shield.</p>
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<p>The signal-to-noise ratio at different off-axis angles.</p>
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<p>The signal-to-noise ratio during Earth observation.</p>
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<p>The signal-to-noise ratio during Moon observation.</p>
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12 pages, 1497 KiB  
Article
Accessibility and Quality of Palliative Care—Experience in Primary Health Care
by Viljaras Reigas and Ingrida Šukienė
Medicina 2025, 61(1), 9; https://doi.org/10.3390/medicina61010009 - 25 Dec 2024
Abstract
Background and Objectives: Palliative care is a very important part of medicine, aimed at ensuring an improvement in quality of life and a reduction in distressing symptoms in patients with serious, incurable, progressive diseases. The issues of the accessibility and quality of these [...] Read more.
Background and Objectives: Palliative care is a very important part of medicine, aimed at ensuring an improvement in quality of life and a reduction in distressing symptoms in patients with serious, incurable, progressive diseases. The issues of the accessibility and quality of these services should be a focus for health policymakers and researchers, although it is acknowledged that a significant portion of the public has not heard about this service. For this reason, it is important to investigate the experience of the accessibility and quality of palliative care services in primary healthcare facilities. Materials and Methods: A quantitative study was conducted in institutions providing outpatient and inpatient palliative care services. A total of 784 patients and 219 family members participated in the study. Participants expressed their opinions through a questionnaire containing 24 statements, to which they responded by indicating their level of agreement on a Likert scale. The collected data were analyzed using statistical analysis software. Results: Palliative care services are widely available in large cities, but their accessibility is very limited in small towns and rural areas. Patients and their families are not familiar with the concept of palliative care, often equating it with the provision of treatment and nursing services, and they see the support of clergy as unnecessary. Although patients and their families rate the quality of the services received positively, they note shortcomings related to communication among staff. Conclusions: Palliative care services are provided within the primary healthcare system by specialists with qualifications regulated by legislation; however, patients do not see the need to receive assistance from clergy members. Based on the study results, it can be concluded that in Lithuania, the accessibility of palliative care is ensured in larger cities but is insufficient in smaller towns and rural areas. Patients tend to rate indicators reflecting the quality of palliative care services positively; however, they are not convinced that these services improve their quality of life. Full article
(This article belongs to the Section Oncology)
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<p>Concentration of institutions providing palliative care services in the territory of the Republic of Lithuania. Source: prepared by the author based on data from the State Health Insurance Fund (2024).</p>
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<p>Distribution of institutions providing palliative care services according to the operational zones of the territorial health insurance funds (the specified number of organizations). Source: compiled by the author based on data from the State Health Insurance Fund (2024).</p>
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<p>The understanding of palliative care is expressed by patients and their relatives (the mean rating is indicated).</p>
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<p>Patients’ opinions on factors influencing their perception of the quality of palliative care. (the mean rating is indicated).</p>
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<p>Quality elements of palliative care (the mean rating is indicated).</p>
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26 pages, 6009 KiB  
Article
Enhancing Campus Environment: Real-Time Air Quality Monitoring Through IoT and Web Technologies
by Alfiandi Aulia Rahmadani, Yan Watequlis Syaifudin, Budhy Setiawan, Yohanes Yohanie Fridelin Panduman and Nobuo Funabiki
J. Sens. Actuator Netw. 2025, 14(1), 2; https://doi.org/10.3390/jsan14010002 - 25 Dec 2024
Abstract
Nowadays, enhancing campus environments through mitigations of air pollutions is an essential endeavor to support academic achievements, health, and safety of students and staffs in higher educational institutes. In laboratories, pollutants from welding, auto repairs, or chemical experiments can drastically degrade the air [...] Read more.
Nowadays, enhancing campus environments through mitigations of air pollutions is an essential endeavor to support academic achievements, health, and safety of students and staffs in higher educational institutes. In laboratories, pollutants from welding, auto repairs, or chemical experiments can drastically degrade the air quality in the campus, endangering the respiratory and cognitive health of students and staffs. Besides, in universities in Indonesia, automobile emissions of harmful substances such as carbon monoxide (CO), nitrogen dioxide (NO2), and hydrocarbon (HC) have been a serious problem for a long time. Almost everybody is using a motorbike or a car every day in daily life, while the number of students is continuously increasing. However, people in many campuses including managements do not be aware these problems, since air quality is not monitored. In this paper, we present a real-time air quality monitoring system utilizing Internet of Things (IoT) integrated sensors capable of detecting pollutants and measuring environmental conditions to visualize them. By transmitting data to the SEMAR IoT application server platform via an ESP32 microcontroller, this system provides instant alerts through a web application and Telegram notifications when pollutant levels exceed safe thresholds. For evaluations of the proposed system, we adopted three sensors to measure the levels of CO, NO2, and HC and conducted experiments in three sites, namely, Mechatronics Laboratory, Power and Emission Laboratory, and Parking Lot, at the State Polytechnic of Malang, Indonesia. Then, the results reveal Good, Unhealthy, and Dangerous for them, respectively, among the five categories defined by the Indonesian government. The system highlighted its ability to monitor air quality fluctuations, trigger warnings of hazardous conditions, and inform the campus community. The correlation of the sensor levels can identify the relationship of each pollutant, which provides insight into the characteristics of pollutants in a particular scenario. Full article
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<p>System architecture for air quality monitoring system.</p>
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<p>Design overview of SEMAR IoT server platform.</p>
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<p>Hardware of air quality monitoring system.</p>
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<p>Web interface example.</p>
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<p>Data graph interface on <span class="html-italic">SEMAR</span> IoT server platform.</p>
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<p>Data export interface on <span class="html-italic">SEMAR</span> IoT server platform.</p>
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<p>Indonesian comparative data by <span class="html-italic">BMKG</span> [<a href="#B50-jsan-14-00002" class="html-bibr">50</a>].</p>
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<p>Initial system test data as of 2023.</p>
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<p>Overview and sensor location at <span class="html-italic">Mechatronics Laboratory</span>.</p>
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<p>Reading data of CO, NO<sub>2</sub>, and HC at <span class="html-italic">Mechatronics Laboratory</span>.</p>
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<p>Relationships between CO, NO<sub>2</sub>, and HC at <span class="html-italic">Mechatronics Laboratory</span>.</p>
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<p>Overview and sensor location at <span class="html-italic">Power and Emissions Laboratory</span>.</p>
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<p>Reading data of CO, NO<sub>2</sub>, and HC at <span class="html-italic">Power and Emissions Laboratory</span>.</p>
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<p>Relationships between CO, NO<sub>2</sub>, and HC at <span class="html-italic">Power and Emissions Laboratory</span>.</p>
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<p>Overview and sensor location at <span class="html-italic">Parking Lot</span>.</p>
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<p>Reading data of CO, NO<sub>2</sub>, and HC at <span class="html-italic">Parking Lot</span>.</p>
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<p>Relationships between CO, NO<sub>2</sub>, and HC at <span class="html-italic">Parking Lot</span>.</p>
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20 pages, 16601 KiB  
Article
Antarctic Toothfish Dissostichus mawsoni in the South Orkney Islands: Using Otolith Chemistry to Test Current Hypotheses About Nursery Areas and Demographic Units
by Paulina Carimán, Edwin J. Niklitschek, Cristóbal Garcés, Mathieu Leisen, Fernando Barra and Rurik Romero
Biology 2025, 14(1), 7; https://doi.org/10.3390/biology14010007 - 25 Dec 2024
Abstract
We used otolith chemistry to test and complement current hypotheses regarding habitat use and connectivity between Dissostichus mawsoni sub-populations in Area 48 of the Commission for the Conservation of Antarctic Marine Living Resources (CCAMLR). Sagittal otoliths from 45 fish sampled near the South [...] Read more.
We used otolith chemistry to test and complement current hypotheses regarding habitat use and connectivity between Dissostichus mawsoni sub-populations in Area 48 of the Commission for the Conservation of Antarctic Marine Living Resources (CCAMLR). Sagittal otoliths from 45 fish sampled near the South Orkney Islands were analysed. Their elemental (Li, Na, Mg, Cr, Mn, Sr, Sn, and Ba relative to Ca) and isotopic (δ18O and δ13C) signatures were examined in both the nuclear and marginal regions, representing juvenile and adult stages. Potential nursery habitats were geo-located by comparing observed and expected δ18O values. Chemical differences between the nuclear and marginal regions indicated ontogenetic migrations to deeper offshore habitats, suggesting a distinct habitat shift between 11 and 13 years of life. The data supported the existence of two nursery origins contributing to the study area’s population. However, the exact locations of these origins remain unclear and did not provide direct support for the hypotheses currently under consideration by the CCAMLR. Therefore, further assessment of the connectivity between nursery and adult habitats, as well as spawning site fidelity, is necessary before ruling out alternative hypotheses. Full article
(This article belongs to the Special Issue Applications of Stable Isotope Analysis in Ecology)
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<p><b>Right panel</b> shows the Antarctic coastline, including the areas, sub-areas, and Small-Scale Research Units defined by the CCAMLR (Convention for the Conservation of Antarctic Marine Living Resources). <b>Left panel</b> shows the fishing area and sampling locations west of the South Orkney Islands, where filled and empty circles represent the distribution of fish caught in 2016 and 2017, respectively.</p>
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<p>Transverse section of a sagittal otolith from an adult <span class="html-italic">Dissostichus mawsoni</span> specimen (&gt;135 cm TL), polished and analysed by LA-ICPMS. (<b>A</b>) A total of 17 ablations (diameter = 65 μm) are observed along the primordial–ventral margin axis of the otolith. The first six ablations represent the juvenile stage, while the last three correspond to the adult stage. (<b>B</b>) Micro-drill trajectory programmed to extract nuclear (red polygon) and marginal (yellow polygon) regions of the sagittal otolith for isotopic composition analysis.</p>
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<p>Schematic representation of the geo-location method used to identify nursery areas of <span class="html-italic">Dissostichus mawsoni</span> in this study. (<b>A</b>,<b>B</b>) Interpolated values of temperature and salinity in the water column, used as covariates for (<b>C</b>) kriging δ<sup>18</sup>O. (<b>D</b>) Probability distribution functions for expected δ<sup>18</sup>O values at each location and layer. (<b>E</b>) Observed δ<sup>18</sup>O values in sections of the sagittal otoliths of <span class="html-italic">D. mawsoni</span>. (<b>F</b>) Synoptic maps of averaged individual probabilities of occurrence within each grid cell.</p>
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<p>Elemental compositions (Li, Mg, Mn, Sn, Na, Cr, Sr, and Ba relative to Ca) and isotopic signatures (δ<sup>18</sup>O and δ<sup>13</sup>C) of nuclear and marginal otolith regions, representing the first year of life and the adult life stages of Antarctic toothfish (<span class="html-italic">Dissostichus mawsoni</span>) adults from the South Orkney Islands. Boxes represent the 25th and 75th percentiles, with whiskers extending up to 1.5 times the interquartile range or the most distant observation within this range. Different superscript letters indicate <span class="html-italic">p</span> &lt; 0.05 under the null hypothesis of no difference between means.</p>
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<p>Chemical signatures observed in the nuclear and marginal regions of otoliths, representing the juvenile and adult stages of Antarctic toothfish (<span class="html-italic">Dissostichus mawsoni</span>) from the South Orkney Islands. (<b>A</b>) Elemental composition (Na, Mg, Mn, Sr, and Ba relative to Ca) visualized using Non-Metric Multidimensional Scaling (NMDS). (<b>B</b>) Isotopic composition of δ<sup>13</sup>C and δ<sup>18</sup>O.</p>
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<p>Strontium and barium profiles (relative to Ca) along the core-to-dorsal edge transect of otolith sections from Antarctic toothfish (<span class="html-italic">Dissostichus mawsoni</span>). The shaded area represents the estimated age range (ablations) where 50% of otoliths (P25–P75) showed the highest probability of detecting a change in element concentrations between ablations. The vertical dashed line indicates the mean age at which otoliths displayed the highest probability, based on the Bayesian change-point analysis described by Barry and Hartigan (1993) [<a href="#B50-biology-14-00007" class="html-bibr">50</a>].</p>
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<p>Mean probability of the occurrence of Antarctic toothfish <span class="html-italic">Dissostichus mawsoni</span> as young-of-the-year by location and depth stratum. Computed by comparing observed values of δ<sup>18</sup>O in nuclear otolith regions of adult fish to probability distribution functions estimated from seawater δ<sup>18</sup>O by location and depth stratum.</p>
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<p>Areas with the highest probabilities (95th percentile) of origin for <span class="html-italic">Dissostichus mawsoni</span> adults from Source 1 (green) and Source 2 (blue), based on the most informative finite mixture distribution model (FMD). The analysis used elemental composition (Li, Mg, Mn, Sn, Na, Cr, Sr, Ba) and stable isotopes (δ<sup>18</sup>O, δ<sup>13</sup>C) in otoliths from cohorts (1989–2002) sampled around the South Orkney Islands in 2016 and 2018. Dashed lines indicate stock hypotheses (Söffker et al., 2018 [<a href="#B29-biology-14-00007" class="html-bibr">29</a>]): A1 = Weddell sub-population 1; A2 = Weddell sub-population 2; B = Indian Ocean population; C = Bellingshausen population.</p>
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41 pages, 964 KiB  
Review
Nutritional Counseling During Chemotherapy Treatment: A Systematic Review of Feasibility, Safety, and Efficacy
by Shalet James, Alexie Oppermann, Kaitlin M. Schotz, Mackenzie M. Minotti, Gautam G. Rao, Ian R. Kleckner, Brenton J. Baguley and Amber S. Kleckner
Curr. Oncol. 2025, 32(1), 3; https://doi.org/10.3390/curroncol32010003 - 24 Dec 2024
Abstract
Dietary interventions during chemotherapy hold promise for clinical and supportive care outcomes. We systematically investigated the feasibility, safety, and efficacy of nutritional counseling conducted during chemotherapy. Studies prospectively implemented nutrition counseling during chemotherapy. Articles were identified from three databases—EMBASE, Cochrane Library, and SCOPUS—from [...] Read more.
Dietary interventions during chemotherapy hold promise for clinical and supportive care outcomes. We systematically investigated the feasibility, safety, and efficacy of nutritional counseling conducted during chemotherapy. Studies prospectively implemented nutrition counseling during chemotherapy. Articles were identified from three databases—EMBASE, Cochrane Library, and SCOPUS—from inception to 1 October 2024. Feasibility, safety, and efficacy of outcome data were extracted. Among 44 publications, 39 studies recruited 98 ± 80 participants (range 15–360); 38/39 (97%) were randomized controlled trials. One-third (31%) were among patients with breast cancer. Interventions were divided into individualized nutritional counseling (n = 21), nutrition counseling plus exercise (n = 13), and nutrient-specific dietary patterns (n = 10). Many had goals to achieve established nutrition guidelines. Feasibility was high based on attendance at counseling sessions, retention, and/or food log analysis. Overall, there were minimal adverse events related to the interventions. Many studies showed between-group differences favoring the intervention group for body weight (8/24, gain or loss, according to goals), nutritional status (8/9), quality of life (3/10 without and 6/9 with exercise), cancer-related fatigue (7/10), chemotherapy tolerance (6/11), and treatment responses (3/13). In conclusion, nutritional interventions were feasible and safe for patients undergoing chemotherapy and demonstrated preliminary efficacy to improve nutritional status, fatigue, chemotherapy tolerance, and other outcomes. Full article
(This article belongs to the Special Issue Diet and Physical Activity Management during Cancer)
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<p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flow diagram.</p>
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30 pages, 16219 KiB  
Article
Fostering National Identity Through Sustainable Heritage Conservation: Ushaiger Village as a Model for Saudi Arabia
by Silvia Mazzetto
Heritage 2025, 8(1), 4; https://doi.org/10.3390/heritage8010004 - 24 Dec 2024
Abstract
As the Middle East experiences rapid growth due to its oil wealth, there is a pressing need to balance contemporary development with the preservation of its rich cultural heritage. This study focuses on Ushaiger Village in Saudi Arabia, an example of traditional Najid [...] Read more.
As the Middle East experiences rapid growth due to its oil wealth, there is a pressing need to balance contemporary development with the preservation of its rich cultural heritage. This study focuses on Ushaiger Village in Saudi Arabia, an example of traditional Najid architecture that was once abandoned and has now been brought back to life through restoration. This research tracks the restoration steps, looks at how old buildings are being reused today, and assesses the effectiveness of these efforts through a survey of 80 local residents and tourists. The results show significant improvements in preserving the village, with over 100 buildings restored using traditional, environmentally friendly materials like mud and limestone. This restoration has won strong support from the community and has boosted the local economy by increasing tourism and supporting local businesses, aligning well with Saudi Arabia’s Vision 2030 goals. This study illustrates that caring for heritage sites can promote economic and environmental health, providing a model for integrating cultural heritage into national development plans. Ushaiger Village’s story highlights the benefits of thoughtful conservation, showing that it can enhance community life and keep cultural identities alive within the Saudi Vision 2030. Full article
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<p>Overview of the research methodology for assessing conservation and sustainable reuse in heritage buildings.</p>
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<p>A map illustrating the geographical location of Ushaiger Village within the broader context of the region.</p>
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<p>Aerial view and landscape of Ushaiger Heritage Village, highlighting the traditional architecture and the surrounding agricultural landscape. The images depict the village’s layout and the current state of its historic mud-brick structures. Source: <a href="http://heritage.moc.gov.sa" target="_blank">heritage.moc.gov.sa</a>, accessed on 27 September 2024.</p>
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<p>Measurements taken on three buildings. Researchers conducting physical measurements of an agricultural structure (<b>a</b>), a residential unit (<b>b</b>), and the public well (<b>c</b>) in Ushaiger Village to document construction techniques and assess preservation needs.</p>
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<p>Measurements taken on three buildings. Researchers conducting physical measurements of an agricultural structure (<b>a</b>), a residential unit (<b>b</b>), and the public well (<b>c</b>) in Ushaiger Village to document construction techniques and assess preservation needs.</p>
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<p>Sample of 3D printing for the virtual model. A detailed 3D-printed model of two abandoned buildings in Ushaiger, a residential unit (<b>left</b>) and an agricultural structure (<b>right</b>), illustrating the integration of traditional architectural elements with digital technology for heritage preservation and sustainable urban growth.</p>
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<p>Zonal map of Ushaiger Heritage Village, showing on the left the general division into all the zones (Z1–Z8) and on the right, the selection of distinct zones (Z1 to Z4) with different levels of accessibility and preservation.</p>
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<p>Image of a residential building in Zone 2 (Z2) of Ushaiger Heritage Village (<b>left</b>), showcasing traditional Najdi architecture with mud-brick construction. The restoration efforts (<b>right</b>) maintain the original esthetic and structural integrity, highlighting the village’s adaptive reuse for contemporary purposes.</p>
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<p>The demographic distribution of survey participants.</p>
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<p>The Submitted informative sheet for participants, outlining the purpose of the study, participation details, and consent, approved by Prince Sultan University’s Institutional Review Board (PSUIRB-2022-09-0123) (accessed on 27 September 2024).</p>
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<p>Survey questionnaire presented to the inhabitants of Ushaiger Village, designed to gather insights on heritage preservation and community involvement, as approved by Prince Sultan University’s Institutional Review Board (PSU IRB-2022-09-0123).</p>
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<p>Distribution based on the buildings’ status of conservation.</p>
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<p>Two examples of Assessment Schedules elaborated for each building in Ushaiger Village. Left: Main entrance gate of the village. Right: External defensive tower of the village. The Assessment Schedule included site surveys, analyses for status of materials preservation, and the private/public accessibility.</p>
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<p>Proportion of traditional materials used.</p>
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<p>Assessment Schedule for restored commercial building, detailing the restoration and adaptation process of a commercial building in Ushaiger Village, highlighting its transformation from a traditional structure to a contemporary space for local inhabitants’ commercial use.</p>
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<p>Building function distribution. An overview of the different functions of buildings in Ushaiger Village, with private residential homes making up the largest portion, alongside agricultural units, commercial spaces, and public structures such as mosques and wells.</p>
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<p>Assessment Schedule for Dar Almeshrag, outlining the assessment phases conducted at Dar Almeshrag, including site surveys, structural analyses, and heritage preservation evaluations, aimed at documenting the building’s condition and historical significance.</p>
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<p>Assessment Schedule for damaged and collapsed building in Ushaiger Village, documenting its structural condition and areas of partial or total collapse, highlighting the needs for potential restoration or preservation.</p>
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<p>Radar chart for sustainability categories. Assessment values of the questionnaire: 1 = very low, 2 = low, 3 = high, 4 very high.</p>
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<p>Correlation heatmap for sustainability criteria.</p>
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<p>Stacked area chart for sustainability impact before and after restoration.</p>
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<p>Respondents’ ratings on environmental sustainability criteria, with particularly high scores for reducing pollution, mitigating natural hazards, and efficiently using natural resources, reflecting strong community awareness and commitment to sustainable practices.</p>
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<p>Socio-cultural sustainability ratings, including social inclusion, cultural diversity, and the preservation of social values, underscoring the community’s strong appreciation for these aspects in heritage preservation.</p>
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<p>Ecological sustainability and climate impact. A graphic display of respondents’ high ratings for minimizing climate change and the efficient use of natural resources, highlighting the importance of heritage restoration in supporting broader environmental sustainability goals.</p>
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20 pages, 5202 KiB  
Article
Smart Deployable Scissor Lift Brace to Mitigate Earthquake Risks of Soft-Story Buildings
by Vijayalaxmi Rangrej and Ricky W. K. Chan
Appl. Sci. 2025, 15(1), 27; https://doi.org/10.3390/app15010027 - 24 Dec 2024
Abstract
This article introduces a novel smart deployable scissor lift brace system designed to mitigate earthquake risks in buildings prone to the soft-story effect. The system addresses the limitations of traditional retrofitting methods, providing an efficient solution for enhancing the structural integrity of buildings [...] Read more.
This article introduces a novel smart deployable scissor lift brace system designed to mitigate earthquake risks in buildings prone to the soft-story effect. The system addresses the limitations of traditional retrofitting methods, providing an efficient solution for enhancing the structural integrity of buildings while preserving the functionality of open lower floors, commonly used for car parking or retail spaces. The soft-story effect, characterized by a sudden reduction in lateral stiffness in one or more levels of a building, often leads to catastrophic collapses during large earthquakes, resulting in significant structural damage and loss of life. The proposed system is triggered by signals from the Earthquake Early Warning (EEW) system, advanced technologies capable of detecting and broadcasting earthquake alerts within seconds which are currently implemented in countries and regions such as Japan, parts of the USA, and parts of Europe. The smart deployable system functions by instantly activating upon receiving EEW signals. Unlike traditional retrofitting approaches, such as adding braces or infill walls, which compromise the open layout of lower floors, this innovative device deploys dynamically during seismic events to enhance the building’s stiffness and lateral stability. The article demonstrates the system’s functionality through a conceptual framework supported by proof-of-concept experiments. Historical earthquake time histories are simulated to test its effectiveness. The results reveal that the system significantly improves the stiffness of the structure, reducing displacement responses during events of seismic activity. If properly proportioned and optimized, this system has the potential for widespread commercialization as a seismic risk mitigation solution for buildings vulnerable to the soft-story effect. Full article
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<p>Cross-section of a typical soft-story building.</p>
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<p>Schematic diagram of an earthquake early warning system.</p>
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<p>Smart deployable scissor lift brace system (<b>a</b>) in its undeployed state and (<b>b</b>) in its deployed state.</p>
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<p>Flowchart of the smart deployable scissor lift system.</p>
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<p>Structure in the numerical example.</p>
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<p>Roof displacement response in the numerical example.</p>
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<p>Overview of the experimental setup—service condition.</p>
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<p>Overview of the experimental setup—top view.</p>
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<p>Overview of the experimental setup—active condition.</p>
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<p>Input excitations in the experiment, (<b>a</b>) time histories and (<b>b</b>) response spectra.</p>
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<p>Circuit diagram of the smart deployable scissor lift brace system.</p>
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<p>Roof level vibrations in the experiments. (<b>a</b>) 1979 Imperial Valley; (<b>b</b>) 1992 Mendocino; (<b>c</b>) 1994 Northridge; (<b>d</b>) 1995 Kobe.</p>
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<p>Peak roof vibrations.</p>
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<p>Inter-story drifts in the experiments. (<b>a</b>) 1979 Imperial Valley; (<b>b</b>) 1992 Mendocino; (<b>c</b>) 1994 Northridge; (<b>d</b>) 1995 Kobe.</p>
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27 pages, 2660 KiB  
Review
Biocomposites and Poly(lactic acid) in Active Packaging: A Review of Current Research and Future Directions
by Sofiane Akhrib, Souad Djellali, Nacereddine Haddaoui, Davud Karimian and Mauro Carraro
Polymers 2025, 17(1), 3; https://doi.org/10.3390/polym17010003 - 24 Dec 2024
Abstract
The alarming rise in environmental pollution, depletion of global resources, and increasing health consciousness have placed significant pressure on the development of eco-friendly, sustainable materials. Consequently, green, environmentally friendly materials made from biobased and/or biodegradable sources are gaining recognition and political support as [...] Read more.
The alarming rise in environmental pollution, depletion of global resources, and increasing health consciousness have placed significant pressure on the development of eco-friendly, sustainable materials. Consequently, green, environmentally friendly materials made from biobased and/or biodegradable sources are gaining recognition and political support as sustainable alternatives to petroleum-based, non-biodegradable materials. Bio-based packaging materials, in particular, are widely used across all industrial sectors, with a growing demand for solutions that preserve food quality and extend shelf life. Within this context, the concept of “active packaging” (AP) is attracting considerable interest. While the traditional view of packaging materials is that they should be basically inert, active packaging involves intentional interactions with the packaged product or surrounding atmosphere, providing enhanced protection against degradation caused by human actions and environmental factors. This work aims to highlight the significant impact of biocomposites in the active packaging sector, driven by the synergistic integration of nanofillers and active agents, while providing an in-depth analysis of the key mechanisms and strategies underlying their functionality. Particular emphasis is placed on poly(lactic acid)(PLA), presenting a comprehensive review of innovative approaches to enhance the performance of PLA-based packaging, with a focus on improving antioxidant and antimicrobial properties to meet the demands of sustainable and efficient packaging solutions. Full article
(This article belongs to the Section Polymer Composites and Nanocomposites)
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<p>Classification of biodegradable polymers.</p>
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<p>The global production capacities of biodegradable plastics in 2023. Adapted with permission from ref. [<a href="#B16-polymers-17-00003" class="html-bibr">16</a>].</p>
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<p>Expected global trend of active packaging market. Reproduced with permission from Market.us (ref. [<a href="#B42-polymers-17-00003" class="html-bibr">42</a>]).</p>
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<p>The common forms of AP systems including active agents: (<b>a</b>) sachets; (<b>b</b>) coating or adsorption; (<b>c</b>) immobilization via ionic or covalent bonds; (<b>d</b>) embedding in the matrix.</p>
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<p>(<b>a</b>) Active packing classification based on the mechanism of action; (<b>b</b>) examples of active (scavenging/releasing) systems used in the meat industry (reproduced with permission from ref. [<a href="#B44-polymers-17-00003" class="html-bibr">44</a>]; copyright 2017 Elsevier B.V.).</p>
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<p>Some active packaging systems and their applications in the food industry.</p>
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<p>Life cycle of PLA (cultivation, fermentation and lactic acid polymerization, PLA transformation and composting).</p>
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10 pages, 224 KiB  
Article
Distribution of Pathogens in Early- and Late-Onset Sepsis Among Preterm Infants: A Decade-Long Study in a Tertiary Referral Neonatal Intensive Care Unit
by Katarzyna Muszyńska-Radska, Krzysztof Szwed, Adrian Falkowski and Iwona Sadowska-Krawczenko
J. Clin. Med. 2025, 14(1), 5; https://doi.org/10.3390/jcm14010005 - 24 Dec 2024
Abstract
Background: Neonatal sepsis, a severe infection in newborns, remains one of the leading causes of morbidity and mortality among preterm infants. This study aimed to investigate the distribution of pathogens responsible for early-onset sepsis (EOS) and late-onset sepsis (LOS), the annual variability of [...] Read more.
Background: Neonatal sepsis, a severe infection in newborns, remains one of the leading causes of morbidity and mortality among preterm infants. This study aimed to investigate the distribution of pathogens responsible for early-onset sepsis (EOS) and late-onset sepsis (LOS), the annual variability of pathogens responsible for each type of infection, and potential trends in their profiles in preterm infants from a tertiary care neonatal intensive care unit over a ten-year period. Methods: We analyzed 177 episodes of confirmed bloodstream infection between 1 January 2014 and 31 December 2023. An episode of confirmed bloodstream infection was defined by the growth of a single potential pathogen in the blood of an infant who met four criteria: showing clinical symptoms of infection, having abnormal hematologic parameters, receiving appropriate antibiotics for less than 5 days, and being born before 37 weeks of gestation. Pathogens were isolated from aseptically collected blood samples, processed within 2 h, incubated using the BACTEC system, and identified by Gram stains and selective media cultures. Pathogen identification was performed using standardized biochemical tests or MALDI-TOF MS. Sepsis was classified as EOS if it occurred within the first 72 h of life and as LOS if it occurred after 72 h. Results: Among the confirmed bloodstream infections, EOS accounted for 31 cases, while LOS accounted for 146 cases. Escherichia coli was identified as the primary pathogen responsible for early-onset sepsis (EOS), while Coagulase-negative Staphylococcus (CoNS) was most commonly associated with late-onset sepsis (LOS). The differences in the prevalence of these bacteria between EOS and LOS were statistically significant. However, no significant differences were found in the distribution of pathogens across different years, nor were there significant trends in their frequency over the study period. Our results demonstrate significant stability in the distribution of pathogens causing sepsis over the ten-year observation period, even during the COVID-19 pandemic. Conclusions: Understanding the temporal distribution of pathogens in neonatal sepsis can help prevent the overuse of antibiotics and support the implementation of screening programs, empiric therapy, and strategies to prevent healthcare-associated infections. Full article
(This article belongs to the Section Clinical Pediatrics)
12 pages, 565 KiB  
Article
Effects of a Tailored Home-Based Exercise Program, “KidMove”, on Children with Cystic Fibrosis: A Quasi-Experimental Study
by Sandra Gagulic, Ana Bártolo and Alda Marques
Healthcare 2025, 13(1), 4; https://doi.org/10.3390/healthcare13010004 - 24 Dec 2024
Abstract
Background/Objectives: Exercise for children with cystic fibrosis leads to well-known health benefits. However, maintaining regular activity is challenging due to the daily demands of academics, clinical care, and family tasks. Home-based exercise programs offer a more adaptable alternative, fitting into family schedules. This [...] Read more.
Background/Objectives: Exercise for children with cystic fibrosis leads to well-known health benefits. However, maintaining regular activity is challenging due to the daily demands of academics, clinical care, and family tasks. Home-based exercise programs offer a more adaptable alternative, fitting into family schedules. This study evaluated the effectiveness of the “KidMove” program, a parent-supervised, tailored, home exercise regimen. Methods: A quasi-experimental study was conducted with an intervention group (IG) and a wait-list control group (CG). The “KidMove” program lasted 12 weeks and included 35 exercises targeting endurance, resistance, flexibility, and neuromotor training. The primary outcome, endurance, was measured with the Modified Shuttle Walking Test, while secondary outcomes included body composition, resistance, flexibility, postural control, respiratory function, and health-related quality of life. Data were collected at baseline and post-intervention. A per-protocol analysis was conducted with generalized estimating equations (GEEs). Results: Forty-six children aged 10 ± 4 years (6 to 18 years), mostly male (n = 24; 52.2%), participated. Significant improvements were observed in the Modified Shuttle Walking Test [Wald χ2 = 14.24, p < 0.001], postural control [Wald χ2 = 3.89, p = 0.048], knee flexibility [Wald χ2 = 5.58, p = 0.018], and emotional functioning [Wald χ2 = 9.34, p = 0.002] categories. Conclusions: The “KidMove” program offers a practical, family friendly alternative to center-based exercise by empowering parents to support their children’s physical activity at home, endurance, flexibility, and emotional well-being, while reducing the logistical challenges. Full article
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<p>Consolidated standards of reporting trials (CONSORT) diagram of the included participants with cystic fibrosis in the home-based exercise program (“KidMove”).</p>
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19 pages, 3319 KiB  
Article
Parkinson’s Disease Prediction: An Attention-Based Multimodal Fusion Framework Using Handwriting and Clinical Data
by Sabrina Benredjem, Tahar Mekhaznia, Abdulghafor Rawad, Sherzod Turaev, Akram Bennour, Bourmatte Sofiane, Abdulaziz Aborujilah and Mohamed Al Sarem
Diagnostics 2025, 15(1), 4; https://doi.org/10.3390/diagnostics15010004 - 24 Dec 2024
Abstract
Background: Neurodegenerative diseases (NGD) encompass a range of progressive neurological conditions, such as Alzheimer’s disease (AD) and Parkinson’s disease (PD), characterised by the gradual deterioration of neuronal structure and function. This degeneration manifests as cognitive decline, movement impairment, and dementia. Our focus in [...] Read more.
Background: Neurodegenerative diseases (NGD) encompass a range of progressive neurological conditions, such as Alzheimer’s disease (AD) and Parkinson’s disease (PD), characterised by the gradual deterioration of neuronal structure and function. This degeneration manifests as cognitive decline, movement impairment, and dementia. Our focus in this investigation is on PD, a neurodegenerative disorder characterized by the loss of dopamine-producing neurons in the brain, leading to motor disturbances. Early detection of PD is paramount for enhancing quality of life through timely intervention and tailored treatment. However, the subtle nature of initial symptoms, like slow movements, tremors, muscle rigidity, and psychological changes, often reduce daily task performance and complicate early diagnosis. Method: To assist medical professionals in timely diagnosis of PD, we introduce a cutting-edge Multimodal Diagnosis framework (PMMD). Based on deep learning techniques, the PMMD framework integrates imaging, handwriting, drawing, and clinical data to accurately detect PD. Notably, it incorporates cross-modal attention, a methodology previously unexplored within the area, which facilitates the modelling of interactions between different data modalities. Results: The proposed method exhibited an accuracy of 96% on the independent tests set. Comparative analysis against state-of-the-art models, along with an in-depth exploration of attention mechanisms, highlights the efficacy of PMMD in PD classification. Conclusions: The obtained results highlight exciting new prospects for the use of handwriting as a biomarker, along with other information, for optimal model performance. PMMD’s success in integrating diverse data sources through cross-modal attention underscores its potential as a robust diagnostic decision support tool for accurately diagnosing PD. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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<p>A general schematic of the proposed workflow for the PMMD framework.</p>
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<p>Data collection form.</p>
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<p>Clinical data form.</p>
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<p>The feature extraction process.</p>
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<p>Data preprocessing.</p>
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<p>Example of a dilated handwriting image.</p>
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<p>Performance of evaluation metrics.</p>
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<p>Comparative study vs. similar research [<a href="#B4-diagnostics-15-00004" class="html-bibr">4</a>,<a href="#B13-diagnostics-15-00004" class="html-bibr">13</a>,<a href="#B22-diagnostics-15-00004" class="html-bibr">22</a>,<a href="#B23-diagnostics-15-00004" class="html-bibr">23</a>,<a href="#B24-diagnostics-15-00004" class="html-bibr">24</a>,<a href="#B25-diagnostics-15-00004" class="html-bibr">25</a>,<a href="#B26-diagnostics-15-00004" class="html-bibr">26</a>].</p>
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