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Authors = Diego Carrasco ORCID = 0000-0002-1195-6206

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36 pages, 1010 KiB  
Article
SIBERIA: A Self-Sovereign Identity and Multi-Factor Authentication Framework for Industrial Access
by Daniel Paredes-García, José Álvaro Fernández-Carrasco, Jon Ander Medina López, Juan Camilo Vasquez-Correa, Imanol Jericó Yoldi, Santiago Andrés Moreno-Acevedo, Ander González-Docasal, Haritz Arzelus Irazusta, Aitor Álvarez Muniain and Yeray de Diego Loinaz
Appl. Sci. 2025, 15(15), 8589; https://doi.org/10.3390/app15158589 - 2 Aug 2025
Viewed by 258
Abstract
The growing need for secure and privacy-preserving identity management in industrial environments has exposed the limitations of traditional, centralized authentication systems. In this context, SIBERIA was developed as a modular solution that empowers users to control their own digital identities, while ensuring robust [...] Read more.
The growing need for secure and privacy-preserving identity management in industrial environments has exposed the limitations of traditional, centralized authentication systems. In this context, SIBERIA was developed as a modular solution that empowers users to control their own digital identities, while ensuring robust protection of critical services. The system is designed in alignment with European standards and regulations, including EBSI, eIDAS 2.0, and the GDPR. SIBERIA integrates a Self-Sovereign Identity (SSI) framework with a decentralized blockchain-based infrastructure for the issuance and verification of Verifiable Credentials (VCs). It incorporates multi-factor authentication by combining a voice biometric module, enhanced with spoofing-aware techniques to detect synthetic or replayed audio, and a behavioral biometrics module that provides continuous authentication by monitoring user interaction patterns. The system enables secure and user-centric identity management in industrial contexts, ensuring high resistance to impersonation and credential theft while maintaining regulatory compliance. SIBERIA demonstrates that it is possible to achieve both strong security and user autonomy in digital identity systems by leveraging decentralized technologies and advanced biometric verification methods. Full article
(This article belongs to the Special Issue Blockchain and Distributed Systems)
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19 pages, 2098 KiB  
Article
Influence of an Antioxidant Nanomaterial on Oral Tablet Formulation: Flow Properties and Critical Quality Attributes
by Andrea C. Ortiz, Javiera Carrasco-Rojas, Sofía Peñaloza, Mario J. Simirgiotis, Lorena Rubio-Quiroz, Diego Ruiz, Carlos F. Lagos, Javier Morales and Francisco Arriagada
Antioxidants 2025, 14(7), 829; https://doi.org/10.3390/antiox14070829 - 5 Jul 2025
Viewed by 550
Abstract
Antioxidant nanomaterials, particularly mesoporous silica nanoparticles (MSNs) functionalized with polyphenols, offer innovative solutions for protecting oxidation-sensitive components and enhancing bioavailability in pharmaceuticals or extending the shelf life of nutraceutical and food products. This study investigates the influence of MSNs functionalized with caffeic acid [...] Read more.
Antioxidant nanomaterials, particularly mesoporous silica nanoparticles (MSNs) functionalized with polyphenols, offer innovative solutions for protecting oxidation-sensitive components and enhancing bioavailability in pharmaceuticals or extending the shelf life of nutraceutical and food products. This study investigates the influence of MSNs functionalized with caffeic acid (MSN-CAF) on powder flow properties and their tableting performance. Aminated MSNs were synthesized via co-condensation and conjugated with caffeic acid using EDC/NHS chemistry. Antioxidant capacity was evaluated using DPPH, ABTS●+, ORAC, and FRAP assays. Powder blends with varying MSN-CAF concentrations (10–70%) were characterized for flow properties (angle of repose, Hausner ratio, Carr’s index), tablets were produced via direct compression, and critical quality attributes (weight uniformity, hardness, friability, disintegration, nanoparticle release) were assessed. MSN-CAF exhibited reduced antioxidant capacity compared with free caffeic acid due to pore entrapment but retained significant activity. Formulation F1 (10% MSN-CAF) showed excellent flowability (angle of repose: 12°, Hausner ratio: 1.16, Carr’s index: 14%), enabling robust tablet production with rapid disintegration, low friability, and complete nanoparticle release in 10 min. Additionally, the antioxidant nanomaterial demonstrated biocompatibility with the HepG2 cell line. MSN-CAF is a versatile nanoexcipient for direct compression tablets, offering potential as an active packaging agent and delivery system in the nutraceutical and food industries. Full article
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17 pages, 2809 KiB  
Systematic Review
Effects of Low Load Blood Flow Restriction Training on Post-Surgical Musculoskeletal Patients: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
by Diego Santos-Pérez, Nicolae Ochiana, Luis Carrasco-Páez and Inmaculada C. Martínez-Díaz
Appl. Sci. 2025, 15(7), 3996; https://doi.org/10.3390/app15073996 - 4 Apr 2025
Viewed by 1346
Abstract
Objective: Low-Load Blood Flow Restriction Training (LLBFRT) is an emerging approach in order to increase muscle endurance and muscle volume, as well as decrease pain in the early rehabilitation phase. The purpose of this review was to analyze the published literature on the [...] Read more.
Objective: Low-Load Blood Flow Restriction Training (LLBFRT) is an emerging approach in order to increase muscle endurance and muscle volume, as well as decrease pain in the early rehabilitation phase. The purpose of this review was to analyze the published literature on the effects of this intervention on musculoskeletal postsurgical rehabilitation. Methods: Six electronic databases (Cochrane Library, PubMed, SPORTDiscus, SCOPUS, CINAHL, and Web of Science) were searched from 2004 to 2024. Articles including adults who underwent any type of musculoskeletal surgery were screened. The Risk of Bias and Quality of Evidence were assessed using the Cochrane Risk-of-Bias Tool (RoB 2) and GRADE-CERQual scale. A meta-analysis was performed on the identified studies using RevMan version 5.4. The analysis model was synthesized as a random effects model, and the standard mean difference (SMD) was used as the effect measure. Results: Thirteen articles fulfilled the selection criteria and were included in this review. Muscle strength, muscle volume, and perceived pain had positive results in almost all studies; however, the meta-analysis reported a lack of overall effect in favor of LLLBFRT vs. control interventions in both lower and upper limb evaluations. Conclusions: Although some studies indicate positive effects of LLBFRT on strength, muscle size, and pain perception in operated lower and upper limbs, these results must be interpreted carefully since the overall effects are unclear. Nonetheless, the selected studies did not report discomfort claims; therefore, the LLBFRT could be a safe recovery strategy to use when rehabilitation programs need to gain variety. Full article
(This article belongs to the Special Issue Advances in Sports Science and Movement Analysis)
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16 pages, 3474 KiB  
Article
Transcriptome-Based Survival Analysis Identifies MAP4K4 as a Prognostic Marker in Gastric Cancer with Microsatellite Instability
by Alvaro De Jesus Huamani Ortiz, Anthony Vladimir Campos Segura, Kevin Jorge Magaño Bocanegra, Mariana Belén Velásquez Sotomayor, Heli Jaime Barrón Pastor, Yesica Llimpe Mitma de Barrón, Ruy Diego Chacón Villanueva, Alexis Germán Murillo Carrasco and César Alexander Ortiz Rojas
Cancers 2025, 17(3), 412; https://doi.org/10.3390/cancers17030412 - 26 Jan 2025
Viewed by 1488
Abstract
Background/Objectives: Gastric cancer (GC) is a highly aggressive malignancy with diverse molecular subtypes. While microsatellite instability (MSI) GC generally carries a favorable prognosis, a subset of patients experiences poor outcomes, highlighting the need for refined prognostic markers. Methods: This study utilized transcriptomic [...] Read more.
Background/Objectives: Gastric cancer (GC) is a highly aggressive malignancy with diverse molecular subtypes. While microsatellite instability (MSI) GC generally carries a favorable prognosis, a subset of patients experiences poor outcomes, highlighting the need for refined prognostic markers. Methods: This study utilized transcriptomic and clinical data from two independent cohorts, The Cancer Genome Atlas (TCGA) and the Asian Cancer Research Group (ACRG), to identify novel prognostic genes in MSI-GC. Results: Through rigorous survival analysis, we identified high MAP4K4 expression (MAP4K4high) as an independent and robust predictor of poor overall survival (OS) and disease-free survival (DFS) specifically within the MSI-GC subtype. MAP4K4high was associated with increased hazard ratios for both OS and DFS in both cohorts, even after adjusting for clinicopathological factors. Further analysis revealed that MAP4K4high MSI-GC tumors exhibit a distinct molecular profile characterized by increased extracellular matrix remodeling, epithelial–mesenchymal transition, and a microenvironment enriched in monocytes and cancer-associated fibroblasts (CAFs). Notably, a subgroup of MSI-GC patients with a CIN-like phenotype and high MAP4K4 expression exhibited particularly dismal outcomes. Conclusions: Our findings establish MAP4K4 as a promising prognostic biomarker for risk stratification in MSI-GC and suggest its potential role in driving aggressive tumor behavior through modulation of the tumor microenvironment. Full article
(This article belongs to the Special Issue Molecular Alterations and Targeted Therapy in Gastric Cancer)
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22 pages, 23559 KiB  
Article
Application of Magnetometer-Equipped Drone for Mineral Exploration in Mining Operations
by Dimitris Perikleous, Katerina Margariti, Pantelis Velanas, Cristina Saez Blazquez, Pedro Carrasco Garcia and Diego Gonzalez-Aguilera
Drones 2025, 9(1), 24; https://doi.org/10.3390/drones9010024 - 30 Dec 2024
Cited by 4 | Viewed by 2469
Abstract
This study investigates the geological composition and material distribution within the Lavrion repository located in Greece through an aerial magnetometry survey using a novel aerial drone, CERBERUS, coupled with advanced data processing techniques. The deployment of drone-based magnetometry provided a high-resolution, non-invasive approach [...] Read more.
This study investigates the geological composition and material distribution within the Lavrion repository located in Greece through an aerial magnetometry survey using a novel aerial drone, CERBERUS, coupled with advanced data processing techniques. The deployment of drone-based magnetometry provided a high-resolution, non-invasive approach to capturing magnetic field data over complex and potentially hazardous terrain (soils highly contaminated), facilitating the rapid and precise mapping of the study area. As a final result, a 3D magnetic susceptibility model was developed, representing a detailed view of the magnetic susceptibility variations within the repository. This model enabled the comprehensive visualization of high-susceptibility zones associated with ferromagnetic materials and low-susceptibility zones correlating with diamagnetic materials like lead, arsenic, cadmium, and zinc. The combined methodologies underscore the effectiveness of drone-based aerial magnetometry in geophysical studies, highlighting its potential for mining exploration and waste management. This study demonstrates that the integration of drone technology with magnetic data processing offers a powerful tool for analysing subsurface structures in a safe, efficient, and non-invasive manner. Full article
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13 pages, 20131 KiB  
Communication
Satellite-Derived Variability of Sea Surface Salinity and Geostrophic Currents off Western Patagonia
by Gonzalo S. Saldías, Pedro A. Figueroa, David Carrasco, Diego A. Narváez, Iván Pérez-Santos and Carlos Lara
Remote Sens. 2024, 16(9), 1482; https://doi.org/10.3390/rs16091482 - 23 Apr 2024
Cited by 3 | Viewed by 1836
Abstract
The coastal ocean off western Patagonia is one of the main coastal regions with high freshwater inputs from rivers, rain, and glaciers in the Southern Hemisphere. This study conducts an analysis of the seasonal and interannual variations in sea surface salinity and meridional [...] Read more.
The coastal ocean off western Patagonia is one of the main coastal regions with high freshwater inputs from rivers, rain, and glaciers in the Southern Hemisphere. This study conducts an analysis of the seasonal and interannual variations in sea surface salinity and meridional geostrophic transports, specifically focusing on the Cape Horn Current, using improved satellite-derived data of sea surface salinity (SSS) and geostrophic velocities spanning an ∼11-year period (September 2011–August 2022). Our results reveal a clear salinity minimum in a coastal band between 42–54°S associated with the highest freshwater content. The average geostrophic currents are stronger south of 49°S, in line with the location of the Cape Horn Current. The average salinity minimum tends to disappear south of 54°S, with salinity values increasing slightly southward. The seasonal cycle of salinity shows the most pronounced minimum in summer (∼33.2–33.4). The greatest variability in salinity (standard deviation of salinity fields) occurs in the southern region of the Cape Horn Current. Hovmöller plots reveal two cores of minimum salinity observed in spring and summer (∼33.3–33.4). The freshwater off the Gulf of Penas contributes to the northern core. The meridional geostrophic transport differs between the northern and southern sections, with transports predominantly towards the Equator (Pole) north (south) of about 47–48°S during spring–summer. There is a marked seasonal variability in the magnitude and northern limit of the southward-flowing Cape Horn Current, being extended further north during winter and with a maximum average magnitude during summer–fall (about 2×104 m2 s−1). On the interannual scale, a major drop in surface salinity occurred off northern and central Patagonia during 2018–2019. Finally, a potential long-term freshening trend is observed in the coastal area off southern Patagonia (south of 52°S), although prolonged data records are essential to confirm this pattern. Full article
(This article belongs to the Special Issue Advances in Remote Sensing of Ocean Salinity)
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16 pages, 6669 KiB  
Article
Applying Deep Electrical-Resistivity Tomography Techniques for the Exploration of Medium- and Low-Geothermal Energy Resources
by Cristina Sáez Blázquez, Ignacio Martín Nieto, Javier Carrasco, Pedro Carrasco, Daniel Porras, Miguel Ángel Maté-González, Arturo Farfán Martín and Diego González-Aguilera
Energies 2024, 17(8), 1836; https://doi.org/10.3390/en17081836 - 11 Apr 2024
Cited by 3 | Viewed by 1921
Abstract
The growth of the geothermal industry demands the constant search of techniques with the aim of reducing exploration efforts whilst minimizing subsurface uncertainty. The exploration of geothermal resources is fundamental from the exploitation point of view, especially in those regions where this energy [...] Read more.
The growth of the geothermal industry demands the constant search of techniques with the aim of reducing exploration efforts whilst minimizing subsurface uncertainty. The exploration of geothermal resources is fundamental from the exploitation point of view, especially in those regions where this energy is not as widespread as the rest of renewable sources. This research shows how geoelectrical methods can contribute to the investigation and characterization of medium–low enthalpy geothermal resources until about 800 m of depth. A 2000 m long electrical-resistivity tomography profile was performed in a region of Southern Spain with previous evidence of moderate geothermal potential. Results of this geophysical campaign (together with a preliminary geological characterization) allowed for the obtainment of a 2D profile and a pseudo-3D model with extensive information about the subsoil in terms of geological composition and formations. The interpretation of geophysical results denotes the existence of a potential formation constituted by carbonate materials with thickness greater than 300 m, crossing different fractures. Once the ideal location for the geothermal exploitation is defined, the research evaluates the contribution of the possible energy source, deducing that the energy extraction in the potential fracturing area would be double that of the one in the vicinity of the site. Full article
(This article belongs to the Special Issue New Advances in Low-Energy Processes for Geo-Energy Development)
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24 pages, 13620 KiB  
Article
Salmo salar Skin and Gill Microbiome during Piscirickettsia salmonis Infection
by Marcos Godoy, Yoandy Coca, Rudy Suárez, Marco Montes de Oca, Jacob W. Bledsoe, Ian Burbulis, Diego Caro, Juan Pablo Pontigo, Vinicius Maracaja-Coutinho, Raúl Arias-Carrasco, Leonardo Rodríguez-Córdova and César Sáez-Navarrete
Animals 2024, 14(1), 97; https://doi.org/10.3390/ani14010097 - 27 Dec 2023
Cited by 8 | Viewed by 4355
Abstract
Maintaining the high overall health of farmed animals is a central tenant of their well-being and care. Intense animal crowding in aquaculture promotes animal morbidity especially in the absence of straightforward methods for monitoring their health. Here, we used bacterial 16S ribosomal RNA [...] Read more.
Maintaining the high overall health of farmed animals is a central tenant of their well-being and care. Intense animal crowding in aquaculture promotes animal morbidity especially in the absence of straightforward methods for monitoring their health. Here, we used bacterial 16S ribosomal RNA gene sequencing to measure bacterial population dynamics during P. salmonis infection. We observed a complex bacterial community consisting of a previously undescribed core pathobiome. Notably, we detected Aliivibrio wodanis and Tenacibaculum dicentrarchi on the skin ulcers of salmon infected with P. salmonis, while Vibrio spp. were enriched on infected gills. The prevalence of these co-occurring networks indicated that coinfection with other pathogens may enhance P. salmonis pathogenicity. Full article
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19 pages, 4091 KiB  
Article
Production and Characterization of Poly(3-hydroxybutyrate) from Halomonas boliviensis LC1 Cultivated in Hydrolysates of Quinoa Stalks
by Diego A. Miranda, Katherine Marín, Ola Sundman, Mattias Hedenström, Jorge Quillaguaman, András Gorzsás, Markus Broström, Markus Carlborg, Jenny Lundqvist, Luis Romero-Soto, Leif J. Jönsson, Cristhian Carrasco and Carlos Martín
Fermentation 2023, 9(6), 556; https://doi.org/10.3390/fermentation9060556 - 10 Jun 2023
Cited by 13 | Viewed by 4479
Abstract
The global production of fossil-based plastics has reached critical levels, and their substitution with bio-based polymers is an urgent requirement. Poly(3-hydroxybutyrate) (PHB) is a biopolymer that can be produced via microbial cultivation, but efficient microorganisms and low-cost substrates are required. Halomonas boliviensis LC1, [...] Read more.
The global production of fossil-based plastics has reached critical levels, and their substitution with bio-based polymers is an urgent requirement. Poly(3-hydroxybutyrate) (PHB) is a biopolymer that can be produced via microbial cultivation, but efficient microorganisms and low-cost substrates are required. Halomonas boliviensis LC1, a moderately halophilic bacterium, is an effective PHB producer, and hydrolysates of the residual stalks of quinoa (Chenopodium quinoa Willd.) can be considered a cheap source of sugars for microbial fermentation processes in quinoa-producing countries. In this study, H. boliviensis LC1 was adapted to a cellulosic hydrolysate of quinoa stalks obtained via acid-catalyzed hydrothermal pretreatment and enzymatic saccharification. The adapted strain was cultivated in hydrolysates and synthetic media, each of them with two different initial concentrations of glucose. Cell growth, glucose consumption, and PHB formation during cultivation were assessed. The cultivation results showed an initial lag in microbial growth and glucose consumption in the quinoa hydrolysates compared to cultivation in synthetic medium, but after 33 h, the values were comparable for all media. Cultivation in hydrolysates with an initial glucose concentration of 15 g/L resulted in a higher glucose consumption rate (0.15 g/(L h) vs. 0.14 g/(L h)) and volumetric productivity of PHB (14.02 mg/(L h) vs. 10.89 mg/(L h)) than cultivation in hydrolysates with 20 g/L as the initial glucose concentration. During most of the cultivation time, the PHB yield on initial glucose was higher for cultivation in synthetic medium than in hydrolysates. The produced PHBs were characterized using advanced analytical techniques, such as high-performance size-exclusion chromatography (HPSEC), Fourier transform infrared (FTIR) spectroscopy, 1H nuclear magnetic resonance (NMR) spectroscopy, scanning electron microscopy (SEM), X-ray diffraction (XRD), and thermogravimetric analysis (TGA). HPSEC revealed that the molecular weight of PHB produced in the cellulosic hydrolysate was lower than that of PHB produced in synthetic medium. TGA showed higher thermal stability for PHB produced in synthetic medium than for that produced in the hydrolysate. The results of the other characterization techniques displayed comparable features for both PHB samples. The presented results show the feasibility of producing PHB from quinoa stalks with H. boliviensis. Full article
(This article belongs to the Special Issue Food Wastes: Feedstock for Value-Added Products: 4th Edition)
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12 pages, 2769 KiB  
Article
Teledermatology Evaluation and Feedback Systems: A Tool for Improving Care
by José Luis Gatica, Diego Aragón-Caqueo, Gabriel Aedo, Héctor Fuenzalida, Rodrigo Loubies, Sócrates Aedo, María Francisca Carrasco, Vezna Sabando, Carolina Cunill and María José Letelier
Healthcare 2023, 11(11), 1626; https://doi.org/10.3390/healthcare11111626 - 2 Jun 2023
Cited by 5 | Viewed by 1966
Abstract
Chile is a country where teledermatology has been growing exponentially since the implementation of a single national asynchronous teledermatology platform for the public system in December 2018. To ensure the quality of care in teledermatology systems, it is crucial to evaluate the fulfillment [...] Read more.
Chile is a country where teledermatology has been growing exponentially since the implementation of a single national asynchronous teledermatology platform for the public system in December 2018. To ensure the quality of care in teledermatology systems, it is crucial to evaluate the fulfillment of basic specifiers such as ICD-Diagnosis, therapeutic suggestions, and diagnostic suggestions, among others. This article aims to evaluate the teledermatology system of the Chilean public health service by analyzing 243 randomly extracted consultations, representative of the 20,716 electronic consultations performed during 2020. Compliance with basic specifiers is evaluated. From these, fulfillment of core teledermatology functions, such as diagnostic and therapeutic suggestions, is observed in most consultations. There are statistically significant relationships between the patient’s destination (primary health center [PHC] or face-to-face referral), pharmacological prescription, coverage of the drug prescribed by the public system, and the education received by the consulting physician. If the consultation is resolved in the PHC, there is a higher chance for pharmacological prescription, prescribing mostly drugs that are covered by the government. This is less likely to occur when patients are referred for face-to-face evaluation. A targeted evaluation of education, pharmacological prescriptions, and their applicability is key to improving the quality of teledermatology systems. Full article
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33 pages, 824 KiB  
Article
Optimizing Retaining Walls through Reinforcement Learning Approaches and Metaheuristic Techniques
by José Lemus-Romani, Diego Ossandón, Rocío Sepúlveda, Nicolás Carrasco-Astudillo, Victor Yepes and José García
Mathematics 2023, 11(9), 2104; https://doi.org/10.3390/math11092104 - 28 Apr 2023
Cited by 5 | Viewed by 3422
Abstract
The structural design of civil works is closely tied to empirical knowledge and the design professional’s experience. Based on this, adequate designs are generated in terms of strength, operability, and durability. However, such designs can be optimized to reduce conditions associated with the [...] Read more.
The structural design of civil works is closely tied to empirical knowledge and the design professional’s experience. Based on this, adequate designs are generated in terms of strength, operability, and durability. However, such designs can be optimized to reduce conditions associated with the structure’s design and execution, such as costs, CO2 emissions, and related earthworks. In this study, a new discretization technique based on reinforcement learning and transfer functions is developed. The application of metaheuristic techniques to the retaining wall problem is examined, defining two objective functions: cost and CO2 emissions. An extensive comparison is made with various metaheuristics and brute force methods, where the results show that the S-shaped transfer functions consistently yield more robust outcomes. Full article
(This article belongs to the Special Issue Optimization Algorithms: Theory and Applications)
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21 pages, 2965 KiB  
Article
Description of Two Fungal Endophytes Isolated from Fragaria chiloensis subsp. chiloensis f. patagonica: Coniochaeta fragariicola sp. nov. and a New Record of Coniochaeta hansenii
by Carolina Campos-Quiroz, Jean Franco Castro, Cecilia Santelices, Jorge Carrasco-Fernández, Matías Guerra, Diego Cares-Gatica, Javiera Ortiz-Campos, Yocelyn Ocares, Lorena Barra-Bucarei and Bart Theelen
Taxonomy 2023, 3(2), 183-203; https://doi.org/10.3390/taxonomy3020014 - 3 Apr 2023
Viewed by 3312
Abstract
Prospection of the endosphere of the native plant Fragaria chiloensis subsp. chiloensis f. patagonica from the foothills of the Chilean Andes led to the isolation of two strains of the genus Coniochaeta. We addressed the taxonomic placement of these strains based on DNA [...] Read more.
Prospection of the endosphere of the native plant Fragaria chiloensis subsp. chiloensis f. patagonica from the foothills of the Chilean Andes led to the isolation of two strains of the genus Coniochaeta. We addressed the taxonomic placement of these strains based on DNA sequencing data using the ITS and LSU genetic markers, morphological features, and biochemical traits. One of these strains was identified as Coniochaeta hansenii, for which the anamorph and teleomorph states were described. The second strain did not seem to match any of the currently described species of this genus; therefore, we propose the name Coniochaeta fragariicola sp. nov. Full article
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21 pages, 2227 KiB  
Article
Psychobiotic Effects on Anxiety Are Modulated by Lifestyle Behaviors: A Randomized Placebo-Controlled Trial on Healthy Adults
by Ricardo Morales-Torres, Cristóbal Carrasco-Gubernatis, Aitana Grasso-Cladera, Diego Cosmelli, Francisco J. Parada and Ismael Palacios-García
Nutrients 2023, 15(7), 1706; https://doi.org/10.3390/nu15071706 - 31 Mar 2023
Cited by 21 | Viewed by 8019
Abstract
Psychobiotics are modulators of the Microbiota-Gut-Brain Axis (MGBA) with promising benefits to mental health. Lifestyle behaviors are established modulators of both mental health and the MGBA. This randomized placebo-controlled clinical trial (NCT04823533) on healthy adults (N = 135) tested 4 weeks of [...] Read more.
Psychobiotics are modulators of the Microbiota-Gut-Brain Axis (MGBA) with promising benefits to mental health. Lifestyle behaviors are established modulators of both mental health and the MGBA. This randomized placebo-controlled clinical trial (NCT04823533) on healthy adults (N = 135) tested 4 weeks of probiotic supplementation (Lactobacillus helveticus R0052 and Bifidobacterium longum R0175). We assessed effects on wellbeing, quality of life, emotional regulation, anxiety, mindfulness and interoceptive awareness. We then analyzed if lifestyle behaviors modulated probiotic effectiveness. Results showed no significant effects of probiotic intake in whole sample outcomes. Correlational analyses revealed Healthy Behaviors were significantly correlated with wellbeing across scales. Moreover, the linear mixed-effects model showed that the interaction between high scores in Healthy Behaviors and probiotic intake was the single significant predictor of positive effects on anxiety, emotional regulation, and mindfulness in post-treatment outcomes. These findings highlight the relevance of controlling for lifestyle behaviors in psychobiotic and mental health research. Full article
(This article belongs to the Special Issue Lifestyle, the Gut Microbiome, and Our Well-Being)
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15 pages, 1610 KiB  
Article
Application of Deep Learning to Enforce Environmental Noise Regulation in an Urban Setting
by Vicente Carrasco, Jorge P. Arenas, Pablo Huijse, Diego Espejo, Victor Vargas, Rhoddy Viveros-Muñoz, Victor Poblete, Matthieu Vernier and Enrique Suárez
Sustainability 2023, 15(4), 3528; https://doi.org/10.3390/su15043528 - 14 Feb 2023
Cited by 6 | Viewed by 3040
Abstract
Reducing environmental noise in urban settings, i.e., unwanted or harmful outdoor sounds produced by human activity, has become an important issue in recent years. Most countries have established regulations that set maximum permitted noise levels. However, enforcing these regulations effectively remains challenging as [...] Read more.
Reducing environmental noise in urban settings, i.e., unwanted or harmful outdoor sounds produced by human activity, has become an important issue in recent years. Most countries have established regulations that set maximum permitted noise levels. However, enforcing these regulations effectively remains challenging as it requires active monitoring networks and audio analysis performed by trained specialists. The manual evaluation of the audio recordings is laborious, time-consuming, and inefficient since many audios exceeding the noise level threshold do not correspond to a sound event considered by the regulation. To address this challenge, this work proposes a computational pipeline to assist specialists in detecting noise sources in the built environment that do not comply with the Chilean noise regulation. The system incorporates a deep neural model following a pre-trained audio neural network architecture transferred to a dataset compiled from public sources and recordings in Valdivia, Chile. The target dataset follows a customized taxonomy of urban sound events. The system also uses a public API so potential users can post audio files to obtain a prediction matrix reporting the presence of noise sources contributing to environmental noise pollution. Experiments using recordings from two continuous noise monitoring stations showed that the amount of data to be inspected by the specialist is decreased by 97% when the deep-learning tools are used. Therefore, this system efficiently assists trained experts in enforcing noise legislation through machine-assisted environmental noise monitoring. Full article
(This article belongs to the Special Issue Urban Design for Sustainable Built Environment)
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16 pages, 2686 KiB  
Article
Comparative Analysis of Ground Source and Air Source Heat Pump Systems under Different Conditions and Scenarios
by Cristina Sáez Blázquez, Ignacio Martín Nieto, Javier Carrasco García, Pedro Carrasco García, Arturo Farfán Martín and Diego González-Aguilera
Energies 2023, 16(3), 1289; https://doi.org/10.3390/en16031289 - 25 Jan 2023
Cited by 10 | Viewed by 3819
Abstract
The current energy context demands the use of environmentally friendly solutions that contribute to the displacement of traditional fossil fuels. In this regard, heat pumps have become an important tool in the decarbonization of the heating and cooling energy system. With the aim [...] Read more.
The current energy context demands the use of environmentally friendly solutions that contribute to the displacement of traditional fossil fuels. In this regard, heat pumps have become an important tool in the decarbonization of the heating and cooling energy system. With the aim of providing new information in the field, this research is conducted to analyze the suitability of a Ground Source Heat Pump (GSHP) and an Air Source Heat Pump (ASHP) in two different scenarios. Systems are designed to cover the heating needs of a building placed in a cold climate area, characterized by being in a thermally and geologically favorable formation (Case 1), and in a mild climate location where the geology is not so appropriate for the thermal exchange with the ground (Case 2). Results highlight the need to perform an exhaustive study of the subsoil and the external conditions of the area for a reliable selection. In Case 1, the ASHP option is discarded due to the demanding outdoor air requirements that rocket the operating costs of the system. In Case 2, both solutions are viable, with the geothermal alternative preferred if the initial investment can be assumed, providing economic advantages from the 17th year of the system operation. Full article
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