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Authors = António J. Salgado

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36 pages, 1705 KiB  
Review
Caloric Restriction Mimetics as Priming Agents of Mesenchymal Stem Cells Secretome to Enhance Regenerative Responses to Parkinson’s Disease
by Bárbara Carneiro-Pereira, Filipa Ferreira-Antunes, Jonas Campos, António J. Salgado and Belém Sampaio-Marques
Molecules 2025, 30(11), 2260; https://doi.org/10.3390/molecules30112260 - 22 May 2025
Viewed by 937
Abstract
Parkinson’s disease (PD) is a neurodegenerative disorder primarily defined by the deterioration of motor function and characterized by the loss of dopaminergic neurons in the nigrostriatal system. Although it is the second most prevalent disorder of the central nervous system, current treatments primarily [...] Read more.
Parkinson’s disease (PD) is a neurodegenerative disorder primarily defined by the deterioration of motor function and characterized by the loss of dopaminergic neurons in the nigrostriatal system. Although it is the second most prevalent disorder of the central nervous system, current treatments primarily focus on symptom management and modestly slowing disease progression, ultimately failing to preserve the long-term quality of life of a substantial proportion of affected individuals. Innovative therapies that can restore neuronal function have emerged, such as the use of the secretome of Mesenchymal Stem Cells (MSCs) due to their rich composition of bioactive molecules. This therapy exhibits robust paracrine activity that drives most of the self-renewal capacity, differentiation potential, and immune regulation of MSCs without presenting compatibility issues often associated with stem cell-based therapies. While conceptually appealing, the clinical application of this approach is still limited by the availability and proliferation capacity of MSCs, as it impacts not only secretome production but also its quality. Various protocols have been developed to enhance secretome action by adding various compounds to cell culture media, given the high environmental plasticity of MSCs. Some of the compounds already used are Caloric Restriction Mimetics (CRMs), molecules that mimic Caloric Restriction (CR) conditions, which have been demonstrated to extend lifespan and reduce age-related diseases in various organisms. While not sufficient to cure neurodegenerative disorders, these compounds may potentiate secretome efficiency by enhancing autophagy pathways and relieving oxidative stress burden from MSCs. Therefore, in this article, we aim to explore the effects of CRMs priming on MSCs and how it may help bridge existing gaps in regenerative therapies for PD. Full article
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26 pages, 8786 KiB  
Article
Modeling Spinal Cord Injury in a Dish with Hyperosmotic Stress: Population-Specific Effects and the Modulatory Role of Mesenchymal Stromal Cell Secretome
by Jonas Campos, Ana T. Palha, Luís S. Fernandes, Jorge R. Cibrão, Tiffany S. Pinho, Sofia C. Serra, Nuno A. Silva, Adina T. Michael-Titus and António J. Salgado
Int. J. Mol. Sci. 2025, 26(7), 3298; https://doi.org/10.3390/ijms26073298 - 2 Apr 2025
Viewed by 845
Abstract
Innovations in spinal cord injury (SCI) models are crucial for developing effective therapies. This study introduces a novel in vitro SCI model using cultures of primary mixed spinal cord cells from rat pups, featuring key spinal cord cell types. This model offers distinct [...] Read more.
Innovations in spinal cord injury (SCI) models are crucial for developing effective therapies. This study introduces a novel in vitro SCI model using cultures of primary mixed spinal cord cells from rat pups, featuring key spinal cord cell types. This model offers distinct advantages in terms of feasibility, reproducibility, and cost-effectiveness, requiring only basic cell culture equipment. Following hyperosmotic stress via sorbitol treatment, the model recapitulated SCI pathophysiological hallmarks, with a 65% reduction in cell viability and gradual cell death over 48 h, making it ideal for evaluating neuroprotective agents. Notably, the human adipose tissue stem cell (hASC) secretome provided significant protection: it preserved metabolic viability, reduced β amyloid precursor protein (β-APP) expression in surviving neurons, and modulated the shift in the astrocytic morphotype. A transcriptomic profile of the effect of the hASC secretome treatment showed significant functional enrichments related to cell proliferation and cycle progression pathways. In addition to supporting the use of the hASC secretome as a therapy for SCI, this study is the first to use sorbitol as a hyperosmolar stressor to recapitulate key aspects of SCI pathophysiology. Thereby, this model can be used as a promising platform for evaluating therapeutic agents targeting neuroprotection and neuroregeneration, offering outputs related to cell death, neuronal stress, and protection, as well as induction of glial reactivity. Full article
(This article belongs to the Special Issue Plasticity of the Nervous System after Injury: 2nd Edition)
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11 pages, 682 KiB  
Article
Nitrofurantoin as an Add-On to Conventional Prophylaxis for the Treatment of Urinary Tract Infections in Kidney Recipients: A Prospective Cohort Study
by J. Ahuixotl Gutiérrez-Aceves, Felipe Alexis Avalos-Salgado, Jorge Ivan Gamez-Nava, Laura Gonzalez-Lopez, Sergio Antonio González-Vázquez, Reynaldo Arellano-Cervantes, Mario Alberto Mireles-Ramírez, Jazmin Marquez-Pedroza, Melissa Ramirez-Villafaña, Eli Efrain Gomez-Ramirez, Fabiola Gonzalez-Ponce, Ana Miriam Saldaña-Cruz, Norma Alejandra Rodriguez-Jimenez, Ernesto German Cardona-Muñoz, Sylvia Totsuka-Sutto and Juan Manuel Ponce-Guarneros
J. Clin. Med. 2024, 13(17), 5218; https://doi.org/10.3390/jcm13175218 - 3 Sep 2024
Viewed by 1593
Abstract
Urinary tract infections (UTIs) constitute one of the main complications in kidney recipients, increasing both morbidity and mortality. Due to the resurgence of antimicrobial resistance, new prophylactic approaches are being investigated. Nitrofurantoin is an antibiotic from the nitrofuran group that is effective against [...] Read more.
Urinary tract infections (UTIs) constitute one of the main complications in kidney recipients, increasing both morbidity and mortality. Due to the resurgence of antimicrobial resistance, new prophylactic approaches are being investigated. Nitrofurantoin is an antibiotic from the nitrofuran group that is effective against several Gram-negative and Gram-positive organisms; hence, there has been a resurgence in its prescription for treating MDR pathogens. Objectives: This study aims to assess the effectiveness of nitrofurantoin as an add-on to conventional therapy (amikacin + ceftriaxone or cefotaxime) for the treatment of urinary tract infections in kidney recipients. Methods: In a prospective cohort study, we included patients who received a kidney in a tertiary-care hospital. According to the intensive care specialist, group 1 patients were treated with the conventional prophylactic treatment plus nitrofurantoin as an add-on. Group 2 patients were treated only with the conventional prophylactic treatment. They were followed-up for 3 months, and the incidence of urinary tract infections was reported. Results: The UTI incidence for group 1 at 3 months was 20.6%, and for group 2, it was 20.0%; no statistical difference between treatments was observed (p = 0.9). The most commonly isolated pathogens were E. coli (28.5) and K. pneumonie (28.5%). The factor most associated with developing a UTI was female gender (aHR: 7.0; 95% IC 2.3–20.9, p < 0.001). Conclusions: In our cohort study, nitrofurantoin as an add-on in conventional therapy did not prove to be effective in preventing UTI development; therefore, other treatment options should be considered as a part of prophylactic treatment. Full article
(This article belongs to the Section Nephrology & Urology)
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23 pages, 3746 KiB  
Case Report
The Role of Early Rehabilitation and Functional Electrical Stimulation in Rehabilitation for Cats with Partial Traumatic Brachial Plexus Injury: A Pilot Study on Domestic Cats in Portugal
by Débora Gouveia, Ana Cardoso, Carla Carvalho, Inês Rijo, António Almeida, Óscar Gamboa, Bruna Lopes, Patrícia Sousa, André Coelho, Maria Manuel Balça, António J. Salgado, Rui Alvites, Artur Severo P. Varejão, Ana Colette Maurício, António Ferreira and Ângela Martins
Animals 2024, 14(2), 323; https://doi.org/10.3390/ani14020323 - 20 Jan 2024
Viewed by 6009
Abstract
This prospective observational cohort pilot study included 22 cats diagnosed with partial traumatic brachial plexus injury (PTBPI), aiming to explore responses to an early intensive neurorehabilitation protocol in a clinical setting. This protocol included functional electrical stimulation (FES), locomotor treadmill training and kinesiotherapy [...] Read more.
This prospective observational cohort pilot study included 22 cats diagnosed with partial traumatic brachial plexus injury (PTBPI), aiming to explore responses to an early intensive neurorehabilitation protocol in a clinical setting. This protocol included functional electrical stimulation (FES), locomotor treadmill training and kinesiotherapy exercises, starting at the time with highest probability of nerve repair. The synergetic benefits of this multimodal approach were based on the potential structural and protective role of proteins and the release of neurotrophic factors. Furthermore, FES was parametrized according to the presence or absence of deep pain. Following treatment, 72.6% of the cats achieved ambulation: 9 cats within 15 days, 2 cats within 30 days and 5 cats within 60 days. During the four-year follow-up, there was evidence of improvement in both muscle mass and muscle weakness, in addition to the disappearance of neuropathic pain. Notably, after the 60 days of neurorehabilitation, 3 cats showed improved ambulation after arthrodesis of the carpus. Thus, early rehabilitation, with FES applied in the first weeks after injury and accurate parametrization according to the presence or absence of deep pain, may help in functional recovery and ambulation, reducing the probability of amputation. Full article
(This article belongs to the Section Veterinary Clinical Studies)
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22 pages, 6147 KiB  
Article
Treating Parkinson’s Disease with Human Bone Marrow Mesenchymal Stem Cell Secretome: A Translational Investigation Using Human Brain Organoids and Different Routes of In Vivo Administration
by Bárbara Mendes-Pinheiro, Jonas Campos, Ana Marote, Carina Soares-Cunha, Sarah L. Nickels, Anna S. Monzel, Jorge R. Cibrão, Eduardo Loureiro-Campos, Sofia C. Serra, Sandra Barata-Antunes, Sara Duarte-Silva, Luísa Pinto, Jens C. Schwamborn and António J. Salgado
Cells 2023, 12(21), 2565; https://doi.org/10.3390/cells12212565 - 2 Nov 2023
Cited by 10 | Viewed by 3940
Abstract
Parkinson’s disease (PD) is the most common movement disorder, characterized by the progressive loss of dopaminergic neurons from the nigrostriatal system. Currently, there is no treatment that retards disease progression or reverses damage prior to the time of clinical diagnosis. Mesenchymal stem cells [...] Read more.
Parkinson’s disease (PD) is the most common movement disorder, characterized by the progressive loss of dopaminergic neurons from the nigrostriatal system. Currently, there is no treatment that retards disease progression or reverses damage prior to the time of clinical diagnosis. Mesenchymal stem cells (MSCs) are one of the most extensively studied cell sources for regenerative medicine applications, particularly due to the release of soluble factors and vesicles, known as secretome. The main goal of this work was to address the therapeutic potential of the secretome collected from bone-marrow-derived MSCs (BM-MSCs) using different models of the disease. Firstly, we took advantage of an optimized human midbrain-specific organoid system to model PD in vitro using a neurotoxin-induced model through 6-hydroxydopamine (6-OHDA) exposure. In vivo, we evaluated the effects of BM-MSC secretome comparing two different routes of secretome administration: intracerebral injections (a two-site single administration) against multiple systemic administration. The secretome of BM-MSCs was able to protect from dopaminergic neuronal loss, these effects being more evident in vivo. The BM-MSC secretome led to motor function recovery and dopaminergic loss protection; however, multiple systemic administrations resulted in larger therapeutic effects, making this result extremely relevant for potential future clinical applications. Full article
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18 pages, 1730 KiB  
Article
Antioxidant Effect of the Ethyl Acetate Extract of Potentilla indica on Kidney Mitochondria of Streptozotocin-Induced Diabetic Rats
by Cinthia I. Landa-Moreno, Cristian M. Trejo-Hurtado, Jenaro Lemus-de la Cruz, Donovan J. Peña-Montes, Marina Murillo-Villicaña, Maribel Huerta-Cervantes, Rocío Montoya-Pérez, Rafael Salgado-Garciglia, Salvador Manzo-Avalos, Christian Cortés-Rojo, Juan Luis Monribot-Villanueva, José Antonio Guerrero-Analco and Alfredo Saavedra-Molina
Plants 2023, 12(18), 3196; https://doi.org/10.3390/plants12183196 - 7 Sep 2023
Cited by 3 | Viewed by 1901
Abstract
Diabetes mellitus (DM) is a metabolic disorder characterized by persistent hyperglycemia. This state may lead to an increase in oxidative stress, which contributes to the development of diabetes complications, including diabetic kidney disease. Potentilla indica is a traditional medicinal herb in Asia, employed [...] Read more.
Diabetes mellitus (DM) is a metabolic disorder characterized by persistent hyperglycemia. This state may lead to an increase in oxidative stress, which contributes to the development of diabetes complications, including diabetic kidney disease. Potentilla indica is a traditional medicinal herb in Asia, employed in the treatment of several diseases, including DM. In this study, we investigated the antioxidant effect of the ethyl acetate extract of Potentilla indica both in vitro and on kidneys of streptozotocin-induced diabetic male rats. Firstly, phytochemicals were identified via UPLC-MS/MS, and their in vitro antioxidant capabilities were evaluated. Subsequently, male Wistar rats were assigned into four groups: normoglycemic control, diabetic control, normoglycemic treated with the extract, and diabetic treated with the extract. At the end of the treatment, fasting blood glucose (FBG) levels, creatinine, blood urea nitrogen (BUN), and uric acid were estimated. Furthermore, the kidneys were removed and utilized for the determination of mitochondrial reactive oxygen species (ROS) production, mitochondrial respiratory chain complex activities, mitochondrial lipid peroxidation, glutathione peroxidase (GSH-Px), superoxide dismutase (SOD), and catalase (CAT) activities. The in vitro findings showed that the major phytochemicals present in the extract were phenolic compounds, which exhibited a potent antioxidant activity. Moreover, the administration of the P. indica extract reduced creatinine and BUN levels, ROS production, and lipid peroxidation and improved mitochondrial respiratory chain complex activity and GSH-Px, SODk, and CAT activities when compared to the diabetic control group. In conclusion, our data suggest that the ethyl acetate extract of Potentilla indica possesses renoprotective effects by reducing oxidative stress on the kidneys of streptozotocin-induced diabetic male rats. Full article
(This article belongs to the Special Issue Antioxidant Activity of Plant Extracts)
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16 pages, 3335 KiB  
Article
An Ethyl Acetate Extract of Eryngium carlinae Inflorescences Attenuates Oxidative Stress and Inflammation in the Liver of Streptozotocin-Induced Diabetic Rats
by Cristian M. Trejo-Hurtado, Cinthia I. Landa-Moreno, Jenaro Lemus-de la Cruz, Donovan J. Peña-Montes, Rocío Montoya-Pérez, Rafael Salgado-Garciglia, Salvador Manzo-Avalos, Christian Cortés-Rojo, Juan Luis Monribot-Villanueva, José Antonio Guerrero-Analco and Alfredo Saavedra-Molina
Antioxidants 2023, 12(6), 1235; https://doi.org/10.3390/antiox12061235 - 7 Jun 2023
Cited by 5 | Viewed by 2517
Abstract
Secondary metabolites such as flavonoids are promising in the treatment of non-alcoholic fatty liver disease (NAFLD), which is one of the complications of diabetes due to oxidative stress and inflammation. Some plants, such as Eryngium carlinae, have been investigated regarding their medicinal [...] Read more.
Secondary metabolites such as flavonoids are promising in the treatment of non-alcoholic fatty liver disease (NAFLD), which is one of the complications of diabetes due to oxidative stress and inflammation. Some plants, such as Eryngium carlinae, have been investigated regarding their medicinal properties in in vitro and in vivo assays, showing favorable results for the treatment of various diseases such as diabetes and obesity. The present study examined the antioxidant and anti-inflammatory effects of the phenolic compounds present in an ethyl acetate extract of the inflorescences of Eryngium carlinae on liver homogenates and mitochondria from streptozotocin (STZ)-induced diabetic rats. Phenolic compounds were identified and quantified by UHPLC-MS. In vitro assays were carried out to discover the antioxidant potential of the extract. Male Wistar rats were administered with a single intraperitoneal injection of STZ (45 mg/kg) and were given the ethyl acetate extract at a level of 30 mg/kg for 60 days. Phytochemical assays showed that the major constituents of the extract were flavonoids; in addition, the in vitro antioxidant activity was dose dependent with IC50 = 57.97 mg/mL and IC50 = 30.90 mg/mL in the DPPH and FRAP assays, respectively. Moreover, the oral administration of the ethyl acetate extract improved the effects of NAFLD, decreasing serum and liver triacylglycerides (TG) levels and oxidative stress markers and increasing the activity of the antioxidant enzymes. Likewise, it attenuated liver damage by decreasing the expression of NF-κB and iNOS, which lead to inflammation and liver damage. We hypothesize that solvent polarity and consequently chemical composition of the ethyl acetate extract of E. carlinae, exert the beneficial effects due to phenolic compounds. These results suggest that the phenolic compounds of the ethyl acetate extract of E. carlinae have antioxidant, anti-inflammatory, hypolipidemic, and hepatoprotective activity. Full article
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18 pages, 3942 KiB  
Article
Pre-Clinical Assessment of Roflumilast Therapy in a Thoracic Model of Spinal Cord Injury
by Carla S. Sousa, Rui Lima, Jorge R. Cibrão, Eduardo D. Gomes, Luís S. Fernandes, Tiffany S. Pinho, Deolinda Silva, Jonas Campos, António J. Salgado and Nuno A. Silva
Pharmaceutics 2023, 15(5), 1556; https://doi.org/10.3390/pharmaceutics15051556 - 21 May 2023
Cited by 3 | Viewed by 2324
Abstract
The failure of axons to regenerate after a spinal cord injury (SCI) remains one of the greatest challenges in neuroscience. The initial mechanical trauma is followed by a secondary injury cascade, creating a hostile microenvironment, which not only is not permissive to regeneration [...] Read more.
The failure of axons to regenerate after a spinal cord injury (SCI) remains one of the greatest challenges in neuroscience. The initial mechanical trauma is followed by a secondary injury cascade, creating a hostile microenvironment, which not only is not permissive to regeneration but also leads to further damage. One of the most promising approaches for promoting axonal regeneration is to maintain the levels of cyclic adenosine monophosphate (cAMP), specifically by a phosphodiesterase-4 (PDE4) inhibitor expressed in neural tissues. Therefore, in our study, we evaluated the therapeutic effect of an FDA-approved PDE4 inhibitor, Roflumilast (Rof), in a thoracic contusion rat model. Results indicate that the treatment was effective in promoting functional recovery. Rof-treated animals showed improvements in both gross and fine motor function. Eight weeks post-injury, the animals significantly recovered by achieving occasional weight-supported plantar steps. Histological assessment revealed a significant decrease in cavity size, less reactive microglia, as well as higher axonal regeneration in treated animals. Molecular analysis revealed that IL-10 and IL-13 levels, as well as VEGF, were increased in the serum of Rof-treated animals. Overall, Roflumilast promotes functional recovery and supports neuroregeneration in a severe thoracic contusion injury model and may be important in SCI treatment. Full article
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16 pages, 2753 KiB  
Communication
The Central Nervous System Source Modulates Microglia Function and Morphology In Vitro
by Andreia G. Pinho, Andreia Monteiro, Sara Fernandes, Nídia de Sousa, António J. Salgado, Nuno A. Silva and Susana Monteiro
Int. J. Mol. Sci. 2023, 24(9), 7685; https://doi.org/10.3390/ijms24097685 - 22 Apr 2023
Cited by 1 | Viewed by 3100
Abstract
The regional heterogeneity of microglia was first described a century ago by Pio del Rio Hortega. Currently, new information on microglia heterogeneity throughout central nervous system (CNS) regions is being revealed by high-throughput techniques. It remains unclear whether these spatial specificities translate into [...] Read more.
The regional heterogeneity of microglia was first described a century ago by Pio del Rio Hortega. Currently, new information on microglia heterogeneity throughout central nervous system (CNS) regions is being revealed by high-throughput techniques. It remains unclear whether these spatial specificities translate into different microglial behaviors in vitro. We cultured microglia isolated from the cortex and spinal cord and analyzed the effect of the CNS spatial source on behavior in vitro by applying the same experimental protocol and culture conditions. We analyzed the microglial cell numbers, function, and morphology and found a distinctive in vitro phenotype. We found that microglia were present in higher numbers in the spinal-cord-derived glial cultures, presenting different expressions of inflammatory genes and a lower phagocytosis rate under basal conditions or after activation with LPS and IFN-γ. Morphologically, the cortical microglial cells were more complex and presented longer ramifications, which were also observed in vivo in CX3CR1+/GFP transgenic reporter mice. Collectively, our data demonstrated that microglial behavior in vitro is defined according to specific spatial characteristics acquired by the tissue. Thus, our study highlights the importance of microglia as a source of CNS for in vitro studies. Full article
(This article belongs to the Special Issue Microglial Function in the Central Nervous System II)
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12 pages, 12631 KiB  
Article
Head-Mounted Display for Clinical Evaluation of Neck Movement Validation with Meta Quest 2
by Manuel Trinidad-Fernández, Benoît Bossavit, Javier Salgado-Fernández, Susana Abbate-Chica, Antonio J. Fernández-Leiva and Antonio I. Cuesta-Vargas
Sensors 2023, 23(6), 3077; https://doi.org/10.3390/s23063077 - 13 Mar 2023
Cited by 11 | Viewed by 4384
Abstract
Neck disorders have a significant impact on people because of their high incidence. The head-mounted display (HMD) systems, such as Meta Quest 2, grant access to immersive virtual reality (iRV) experiences. This study aims to validate the Meta Quest 2 HMD system as [...] Read more.
Neck disorders have a significant impact on people because of their high incidence. The head-mounted display (HMD) systems, such as Meta Quest 2, grant access to immersive virtual reality (iRV) experiences. This study aims to validate the Meta Quest 2 HMD system as an alternative for screening neck movement in healthy people. The device provides data about the position and orientation of the head and, thus, the neck mobility around the three anatomical axes. The authors develop a VR application that solicits participants to perform six neck movements (rotation, flexion, and lateralization on both sides), which allows the collection of corresponding angles. An InertiaCube3 inertial measurement unit (IMU) is also attached to the HMD to compare the criterion to a standard. The mean absolute error (MAE), the percentage of error (%MAE), and the criterion validity and agreement are calculated. The study shows that the average absolute errors do not exceed 1° (average = 0.48 ± 0.09°). The rotational movement’s average %MAE is 1.61 ± 0.82%. The head orientations obtain a correlation between 0.70 and 0.96. The Bland–Altman study reveals good agreement between the HMD and IMU systems. Overall, the study shows that the angles provided by the Meta Quest 2 HMD system are valid to calculate the rotational angles of the neck in each of the three axes. The obtained results demonstrate an acceptable error percentage and a very minimal absolute error when measuring the degrees of neck rotation; therefore, the sensor can be used for screening neck disorders in healthy people. Full article
(This article belongs to the Special Issue Data, Signal and Image Processing and Applications in Sensors III)
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32 pages, 1481 KiB  
Review
Pathophysiology and Therapeutic Approaches for Spinal Cord Injury
by Rui Lima, Andreia Monteiro, António J. Salgado, Susana Monteiro and Nuno A. Silva
Int. J. Mol. Sci. 2022, 23(22), 13833; https://doi.org/10.3390/ijms232213833 - 10 Nov 2022
Cited by 56 | Viewed by 15641
Abstract
Spinal cord injury (SCI) is a disabling condition that disrupts motor, sensory, and autonomic functions. Despite extensive research in the last decades, SCI continues to be a global health priority affecting thousands of individuals every year. The lack of effective therapeutic strategies for [...] Read more.
Spinal cord injury (SCI) is a disabling condition that disrupts motor, sensory, and autonomic functions. Despite extensive research in the last decades, SCI continues to be a global health priority affecting thousands of individuals every year. The lack of effective therapeutic strategies for patients with SCI reflects its complex pathophysiology that leads to the point of no return in its function repair and regeneration capacity. Recently, however, several studies started to uncover the intricate network of mechanisms involved in SCI leading to the development of new therapeutic approaches. In this work, we present a detailed description of the physiology and anatomy of the spinal cord and the pathophysiology of SCI. Additionally, we provide an overview of different molecular strategies that demonstrate promising potential in the modulation of the secondary injury events that promote neuroprotection or neuroregeneration. We also briefly discuss other emerging therapies, including cell-based therapies, biomaterials, and epidural electric stimulation. A successful therapy might target different pathologic events to control the progression of secondary damage of SCI and promote regeneration leading to functional recovery. Full article
(This article belongs to the Special Issue Spinal Cord Injury: From Mechanisms to Therapeutic Approaches)
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5 pages, 226 KiB  
Correction
Correction: Chaparro et al. Incidence, Clinical Characteristics and Management of Inflammatory Bowel Disease in Spain: Large-Scale Epidemiological Study. J. Clin. Med. 2021, 10, 2885
by María Chaparro, Ana Garre, Andrea Núñez Ortiz, María Teresa Diz-Lois Palomares, Cristina Rodríguez, Sabino Riestra, Milagros Vela, José Manuel Benítez, Estela Fernández Salgado, Eugenia Sánchez Rodríguez, Vicent Hernández, Rocío Ferreiro-Iglesias, Ángel Ponferrada Díaz, Jesús Barrio, José María Huguet, Beatriz Sicilia, María Dolores Martín-Arranz, Xavier Calvet, Daniel Ginard, Inmaculada Alonso-Abreu, Luis Fernández-Salazar, Pilar Varela Trastoy, Montserrat Rivero, Isabel Vera-Mendoza, Pablo Vega, Pablo Navarro, Mónica Sierra, José Luis Cabriada, Mariam Aguas, Raquel Vicente, Mercè Navarro-Llavat, Ana Echarri, Fernando Gomollón, Elena Guerra del Río, Concepción Piñero, María José Casanova, Katerina Spicakova, Jone Ortiz de Zarate, Emilio Torrella Cortés, Ana Gutiérrez, Horacio Alonso-Galán, Álvaro Hernández-Martínez, José Miguel Marrero, Rufo Lorente Poyatos, Margalida Calafat, Lidia Martí Romero, Pilar Robledo, Orencio Bosch, Nuria Jiménez, María Esteve Comas, José María Duque, Ana María Fuentes Coronel, Manuela Josefa Sampedro, Eva Sesé Abizanda, Belén Herreros Martínez, Liliana Pozzati, Hipólito Fernández Rosáenz, Belén Crespo Suarez, Pilar López Serrano, Alfredo J. Lucendo, Margarita Muñoz Vicente, Fernando Bermejo, José Joaquín Ramírez Palanca, Margarita Menacho, Amalia Carmona, Raquel Camargo, Sandra Torra Alsina, Nuria Maroto, Juan Nerín de la Puerta, Elena Castro, Ignacio Marín-Jiménez, Belén Botella, Amparo Sapiña, Noelia Cruz, José Luis F. Forcelledo, Abdel Bouhmidi, Carlos Castaño-Milla, Verónica Opio, Isabel Nicolás, Marcos Kutz, Alfredo Abraldes Bechiarelli, Jordi Gordillo, Yolanda Ber, Yolanda Torres Domínguez, María Teresa Novella Durán, Silvia Rodríguez Mondéjar, Francisco J. Martínez-Cerezo, Lilyan Kolle, Miriam Sabat, Cesar Ledezma, Eduardo Iyo, Óscar Roncero, Rebeca Irisarri, Laia Lluis, Isabel Blázquez Gómez, Eva María Zapata, María José Alcalá, Cristina Martínez Pascual, María Montealegre, Laura Mata, Ana Monrobel, Alejandro Hernández Camba, Luis Hernández, María Tejada, Alberto Mir, María Luisa Galve, Marta Soler, Daniel Hervías, José Antonio Gómez-Valero, Manuel Barreiro-de Acosta, Fernando Rodríguez-Artalejo, Esther García-Esquinas, Javier P. Gisbert and on behalf of the EpidemIBD Study Group of GETECCUadd Show full author list remove Hide full author list
J. Clin. Med. 2022, 11(19), 5816; https://doi.org/10.3390/jcm11195816 - 30 Sep 2022
Cited by 4 | Viewed by 2442
Abstract
The authors wish to make the following corrections to this paper [...] Full article
29 pages, 4963 KiB  
Article
Intrathecal Injection of the Secretome from ALS Motor Neurons Regulated for miR-124 Expression Prevents Disease Outcomes in SOD1-G93A Mice
by Marta Barbosa, Marta Santos, Nídia de Sousa, Sara Duarte-Silva, Ana Rita Vaz, António J. Salgado and Dora Brites
Biomedicines 2022, 10(9), 2120; https://doi.org/10.3390/biomedicines10092120 - 29 Aug 2022
Cited by 7 | Viewed by 5701
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease with short life expectancy and no effective therapy. We previously identified upregulated miR-124 in NSC-34-motor neurons (MNs) expressing human SOD1-G93A (mSOD1) and established its implication in mSOD1 MN degeneration and glial cell activation. When anti-miR-124-treated [...] Read more.
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease with short life expectancy and no effective therapy. We previously identified upregulated miR-124 in NSC-34-motor neurons (MNs) expressing human SOD1-G93A (mSOD1) and established its implication in mSOD1 MN degeneration and glial cell activation. When anti-miR-124-treated mSOD1 MN (preconditioned) secretome was incubated in spinal cord organotypic cultures from symptomatic mSOD1 mice, the dysregulated homeostatic balance was circumvented. To decipher the therapeutic potential of such preconditioned secretome, we intrathecally injected it in mSOD1 mice at the early stage of the disease (12-week-old). Preconditioned secretome prevented motor impairment and was effective in counteracting muscle atrophy, glial reactivity/dysfunction, and the neurodegeneration of the symptomatic mSOD1 mice. Deficits in corticospinal function and gait abnormalities were precluded, and the loss of gastrocnemius muscle fiber area was avoided. At the molecular level, the preconditioned secretome enhanced NeuN mRNA/protein expression levels and the PSD-95/TREM2/IL-10/arginase 1/MBP/PLP genes, thus avoiding the neuronal/glial cell dysregulation that characterizes ALS mice. It also prevented upregulated GFAP/Cx43/S100B/vimentin and inflammatory-associated miRNAs, specifically miR-146a/miR-155/miR-21, which are displayed by symptomatic animals. Collectively, our study highlights the intrathecal administration of the secretome from anti-miR-124-treated mSOD1 MNs as a therapeutic strategy for halting/delaying disease progression in an ALS mouse model. Full article
(This article belongs to the Special Issue microRNAs in Health and Disease)
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15 pages, 3600 KiB  
Article
Selection of the Best Set of Features for sEMG-Based Hand Gesture Recognition Applying a CNN Architecture
by Jorge Arturo Sandoval-Espino, Alvaro Zamudio-Lara, José Antonio Marbán-Salgado, J. Jesús Escobedo-Alatorre, Omar Palillero-Sandoval and J. Guadalupe Velásquez-Aguilar
Sensors 2022, 22(13), 4972; https://doi.org/10.3390/s22134972 - 30 Jun 2022
Cited by 14 | Viewed by 2929
Abstract
The classification of surface myoelectric signals (sEMG) remains a great challenge when focused on its implementation in an electromechanical hand prosthesis, due to its nonlinear and stochastic nature, as well as the great difference between models applied offline and online. In this work, [...] Read more.
The classification of surface myoelectric signals (sEMG) remains a great challenge when focused on its implementation in an electromechanical hand prosthesis, due to its nonlinear and stochastic nature, as well as the great difference between models applied offline and online. In this work, the selection of the set of the features that allowed us to obtain the best results for the classification of this type of signals is presented. In order to compare the results obtained, the Nina PRO DB2 and DB3 databases were used, which contain information on 50 different movements of 40 healthy subjects and 11 amputated subjects, respectively. The sEMG of each subject was acquired through 12 channels in a bipolar configuration. To carry out the classification, a convolutional neural network (CNN) was used and a comparison of four sets of features extracted in the time domain was made, three of which have shown good performance in previous works and one more that was used for the first time to train this type of network. Set one is composed of six features in the time domain (TD1), Set two has 10 features also in the time domain (TD2) including the autoregression model (AR), the third set has two features in the time domain derived from spectral moments (TD-PSD1), and finally, a set of five features also has information on the power spectrum of the signal obtained in the time domain (TD-PSD2). The selected features in each set were organized in four different ways for the formation of the training images. The results obtained show that the set of features TD-PSD2 obtained the best performance for all cases. With the set of features and the formation of images proposed, an increase in the accuracies of the models of 8.16% and 8.56% was obtained for the DB2 and DB3 databases, respectively, compared to the current state of the art that has used these databases. Full article
(This article belongs to the Special Issue AI for Biomedical Sensing and Imaging)
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17 pages, 1558 KiB  
Article
Twitter Sentiment Analysis and Influence on Stock Performance Using Transfer Entropy and EGARCH Methods
by Román A. Mendoza-Urdiales, José Antonio Núñez-Mora, Roberto J. Santillán-Salgado and Humberto Valencia-Herrera
Entropy 2022, 24(7), 874; https://doi.org/10.3390/e24070874 - 25 Jun 2022
Cited by 25 | Viewed by 12951
Abstract
Financial economic research has extensively documented the fact that the impact of the arrival of negative news on stock prices is more intense than that of the arrival of positive news. The authors of the present study followed an innovative approach based on [...] Read more.
Financial economic research has extensively documented the fact that the impact of the arrival of negative news on stock prices is more intense than that of the arrival of positive news. The authors of the present study followed an innovative approach based on the utilization of two artificial intelligence algorithms to test that asymmetric response effect. Methods: The first algorithm was used to web-scrape the social network Twitter to download the top tweets of the 24 largest market-capitalized publicly traded companies in the world during the last decade. A second algorithm was then used to analyze the contents of the tweets, converting that information into social sentiment indexes and building a time series for each considered company. After comparing the social sentiment indexes’ movements with the daily closing stock price of individual companies using transfer entropy, our estimations confirmed that the intensity of the impact of negative and positive news on the daily stock prices is statistically different, as well as that the intensity with which negative news affects stock prices is greater than that of positive news. The results support the idea of the asymmetric effect that negative sentiment has a greater effect than positive sentiment, and these results were confirmed with the EGARCH model. Full article
(This article belongs to the Special Issue Granger Causality and Transfer Entropy for Financial Networks)
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