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1.
Lin Chuang Er Bi Yan Hou Tou Jing Wai Ke Za Zhi ; 38(10): 912-916;922, 2024 Oct.
Artículo en Chino | MEDLINE | ID: mdl-39390929

RESUMEN

Objective:The aim of this study is to investigate the efficacy of posterior cordotomy with partial arytenoidectomy in bilateral vocal fold paralysis(BVFP). Methods:Medical records of 37 patients with BVFP were retrospectively collected, and they were all admitted to the Department of Otolaryngology-Head and Neck Surgery, West China Hospital of Sichuan University, from Jan. 2019 to Dec. 2023. Preoperative and postoperative evaluations of respiratory function, voice quality, and swallowing function were conducted. Results:Postoperatively, 32 out of 37 patients achieved significant relief in breathing difficulties. Out of 29 patients with tracheostomy, 26(89.7%) were successfully decannulated. One month postoperative follow-up revealed a decline in voice quality for 33 patients(89.2%), and 5 cases(13.5%) reported a decrease in swallowing function. However, by three months postoperatively, both voice quality and swallowing function showed significant improvement. Conclusion:Posterior cordotomy with partial arytenoidectomy is an effective surgical method for BVFP, and significantly improve respiratory difficulty despite its impact on voice quality, with no significant impairment to swallowing function, shows significant clinical value.


Asunto(s)
Cartílago Aritenoides , Parálisis de los Pliegues Vocales , Calidad de la Voz , Humanos , Parálisis de los Pliegues Vocales/cirugía , Cartílago Aritenoides/cirugía , Masculino , Estudios Retrospectivos , Femenino , Persona de Mediana Edad , Resultado del Tratamiento , Cordotomía/métodos , Adulto , Anciano , Deglución , Pliegues Vocales/cirugía
2.
World J Gastroenterol ; 30(36): 4036-4043, 2024 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-39351253

RESUMEN

This editorial takes a deeper look at the insights provided by Soresi and Giannitrapani, which examined the therapeutic potential of glucagon-like peptide-1 receptor agonists (GLP-1RAs) for metabolic dysfunction-associated fatty liver disease. We provide supplementary insights to their research, highlighting the broader systemic implications of GLP-1RAs, synthesizing the current understanding of their mechanisms and the trajectory of research in this field. GLP-1RAs are revolutionizing the treatment of type 2 diabetes mellitus and beyond. Beyond glycemic control, GLP-1RAs demonstrate cardiovascular and renal protective effects, offering potential in managing diabetic kidney disease al-ongside renin-angiotensin-aldosterone system inhibitors. Their role in bone metabolism hints at benefits for diabetic osteoporosis, while the neuroprotective properties of GLP-1RAs show promise in Alzheimer's disease treatment by modulating neuronal insulin signaling. Additionally, they improve hormonal and metabolic profiles in polycystic ovary syndrome. This editorial highlights the multifaceted mechanisms of GLP-1RAs, emphasizing the need for ongoing research to fully realize their therapeutic potential across a range of multisystemic diseases.


Asunto(s)
Diabetes Mellitus Tipo 2 , Receptor del Péptido 1 Similar al Glucagón , Control Glucémico , Hipoglucemiantes , Humanos , Receptor del Péptido 1 Similar al Glucagón/agonistas , Receptor del Péptido 1 Similar al Glucagón/metabolismo , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/metabolismo , Control Glucémico/métodos , Hipoglucemiantes/uso terapéutico , Hipoglucemiantes/farmacología , Glucemia/efectos de los fármacos , Glucemia/metabolismo , Transducción de Señal/efectos de los fármacos , Agonistas Receptor de Péptidos Similares al Glucagón
3.
Mol Med ; 30(1): 182, 2024 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-39434056

RESUMEN

BACKGROUND: Radiation-induced skin injury (RISI) represents a significant complication in patients receiving radiotherapy and individuals exposed to nuclear accidents, characterized by a protracted wound-healing process relative to injuries from other etiologies. Current preventive and management approaches remain inadequate. Consequently, investigating efficacious intervention strategies that target the disease's progression characteristics holds significant practical importance. METHODS: Small interfering RNA (siRNA) and overexpression plasmid were used to modulate the expression of Marvel domain containing 3 (Marveld3) and paired related homeobox 2 (PRRX2). Protein and mRNA levels were estimated by Western Blot and real-time PCR, respectively. Intracellular levels of Malondialdehyde (MDA), a terminal product of lipid peroxidation, were measured following the manufacturer's protocol for MDA assay kit. Similarly, intracellular levels of ferrous iron (Fe2+) and reactive oxygen species (ROS) were determined using their respective assay kits. Lipid peroxidation status within the cells was evaluated via BODIPY staining. Immunohistochemistry was conducted to ascertain the expression of PRRX2 in skin tissues collected at various time points following irradiation of rats. The H-score method was used to evaluate the percentage of positively stained cells and staining intensity. RNA sequencing, Gene Ontology (GO) analysis, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were conducted by OE Biotech Company. RESULTS: In this study, our findings indicated that Marveld3 suppression could effectively inhibit lipid peroxidation levels in irradiated skin cells, concomitantly reducing intracellular Fe2+ content. Additionally, the silencing of Marveld3 effectively abrogated the impact of a ferroptosis agonist on cellular viability, resulting in the upregulation of 66 and 178 genes, as well as the downregulation of 188 and 31 genes in irradiated HaCaT and WS1 cells, respectively. Among the differentially expressed genes, the PRRX2 which was found to be involved in the process of ferroptosis, exhibited statistically significant upregulation. And the upregulation of PRRX2 expression may attenuate radiation-induced lipid peroxidation in skin cells, thereby functioning as a potential stress-responsive mechanism to counteract radiation effects. CONCLUSIONS: This study elucidates the role of Marveld3 in radiation-induced ferroptosis in skin cells. Inhibition of Marveld3 led to the upregulation of PRRX2, which subsequently resulted in a reduction of Fe2+ and ROS levels, as well as the suppression of lipid peroxidation. These effects collectively mitigated the occurrence of ferroptosis.


Asunto(s)
Ferroptosis , Proteínas de Homeodominio , Proteínas de la Membrana , Piel , Animales , Humanos , Masculino , Ratas , Línea Celular , Silenciador del Gen , Proteínas de Homeodominio/genética , Proteínas de Homeodominio/metabolismo , Hierro/metabolismo , Peroxidación de Lípido , Especies Reactivas de Oxígeno/metabolismo , Piel/metabolismo , Piel/efectos de la radiación , Piel/patología , Regulación hacia Arriba , Proteínas de la Membrana/metabolismo , Factores de Transcripción/metabolismo
4.
PLoS One ; 19(10): e0312282, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39480885

RESUMEN

This paper takes the example of industrial architectural heritage in Dalian to explore design scheme generation methods based on generative artificial intelligence (AIGC). The study compares the design effects of three different tools using the Analytic Hierarchy Process (AHP). It first establishes the key indicator weights for the renovation of industrial architectural heritage, with the criterion layer weights as follows: building renovation 0.230, environmental landscape 0.223, economic benefits 0.190, and socio-cultural value 0.356. Among the goal layer weights, the highest weight is for the improvement of living quality at 0.129, followed by resident satisfaction at 0.096, and educational and display functions at 0.088, while the lowest is for renovation costs at only 0.035. The design schemes are generated using Stable Diffusion, Mid Journey, and Adobe Firefly tools, and evaluated using a weighted scoring method. The results show that Stable Diffusion excels in overall image control, Mid Journey demonstrates strong artistic effects, while Adobe Firefly stands out in generation efficiency and ease of use. In the overall score, Stable Diffusion leads the other two tools with scores of 6.1 and 6.3, respectively. Compared to traditional design processes, these tools significantly shorten the design workflow and cycle, improving design quality and efficiency while also providing rich creative inspiration. Overall, although current generative artificial intelligence tools still have limitations in understanding human emotions and cultural differences, with continuous technological iteration, this method is expected to play a larger role in the design field, offering more innovative solutions for the renovation of industrial architectural heritage.


Asunto(s)
Inteligencia Artificial , Arquitectura , Humanos , China , Industrias
5.
Clin Transl Allergy ; 14(9): e12392, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39257032

RESUMEN

BACKGROUND: Cetirizine and Loratadine are the two best-selling second-generation antihistamines for allergic diseases. This study aims to provide a comparative analysis of the differences in adverse drug events (ADEs) between these two medications, which can assist clinicians in making appropriate treatment decisions. METHODS: ADE reports related to Cetirizine and Loratadine obtained from the FDA adverse event reporting system (FAERS) database were analyzed using disproportionality analysis and Bayesian analysis to evaluate and compare the ADE signals of both drugs. RESULTS: A total of 28,051 and 28,073 ADE reports were retrieved from the FAERS database related to Cetirizine and Loratadine, respectively, with both drugs showing a predominance of middle-aged females. Specifically, Loratadine was associated with respiratory symptoms, mainly nasal symptoms such as rhinorrhea (n = 326, ROR 6.75), sneezing (n = 251, ROR 15.24), and nasal congestion (n = 185, ROR 4.25), while Cetirizine did not show this association. Notably, both drugs exhibited strong signals for somnolence in the nervous and psychiatric systems, especially Cetirizine (Cetirizine, n = 2556, ROR 10.52 vs. Loratadine, n = 1200, ROR 7.76). Additionally, Cetirizine itself showed strong signals for attention disturbance (n = 233, ROR 3.3), while Loratadine was associated with nervousness (n = 145, ROR 3.3). Further exploration revealed more severe adverse reactions closely associated with Cetirizine, including hallucinations, aggression, and abnormal behavior. Importantly, Cetirizine was significantly associated with the occurrence of pericarditis (n = 138, ROR 8.13), potentially leading to serious adverse consequences. CONCLUSION: Compared to Loratadine, Cetirizine poses a greater potential risk in the nervous and psychiatric systems. Additionally, this study reveals previously underestimated potential cardiac toxicity of Cetirizine; albeit at a relatively low incidence rate, the high signal intensity warrants further attention and exploration. These findings highlight the need for enhanced patient monitoring and therapy optimization when prescribing these medications, ensuring better management of allergic diseases while minimizing risks.

6.
World J Gastroenterol ; 30(26): 3206-3209, 2024 Jul 14.
Artículo en Inglés | MEDLINE | ID: mdl-39086639

RESUMEN

In this editorial, we review the work of Razali et al published in World J Gastroenterology, with a particular focus on the effect of rs10889677 variation in the phosphatidylinositol 3-kinase (PI3K) pathway and buparlisib on colitis-associated cancer. The role of PI3K in promoting cancer progression has been widely recognized, as it is involved in regulating the survival, differentiation, and proliferation of cancer cells. The complement Clq/TNF-related protein 6 (CTRP6) is a newer tumor-associated factor. Recent studies have revealed the pro-tumor effect of CTRP6 in gastric cancer, hepatocellular carcinoma, colorectal cancer, and other gastrointestinal tumors through the PI3K pathway. This article attempts to reveal the mechanism through which the CTRP6 affects the development of digestive system tumors through the PI3K pathway by summarizing recent research.


Asunto(s)
Fosfatidilinositol 3-Quinasa , Transducción de Señal , Humanos , Fosfatidilinositol 3-Quinasa/metabolismo , Neoplasias del Sistema Digestivo/patología , Neoplasias del Sistema Digestivo/metabolismo
7.
Sci China Life Sci ; 2024 Aug 19.
Artículo en Inglés | MEDLINE | ID: mdl-39172347

RESUMEN

Abscisic acid (ABA)-based chemically induced proximity (CIP) is primarily mediated by the interaction of the ABA receptor pyrabactin resistance 1-like 1 (PYL1) and the 2C-type protein phosphatase ABI1, which confers ABA-induced proximity to their fusion proteins, and offers precise temporal control of a wide array of biological processes. However, broad application of ABA-based CIP has been limited by ABA response intensity. In this study, we demonstrated that ABA-induced interaction between another ABA receptor pyrabactin resistance 1 (PYR1) and ABI1 exhibited higher ABA response intensity than that between PYL1 and ABI1 in HEK293T cells. We engineered PYR1-ABI1 and PYL1-ABI1 into ABA-induced transcriptional activation tools in mammalian cells by integration with CRISPR/dCas9 and found that the tool based on PYR1-ABI1 demonstrated better ABA response intensity than that based on PYL1-ABI1 for both exogenous and endogenous genes in mammalian cells. We further achieved ABA-induced RNA m6A modification installation and erasure by combining ABA-induced PYR1-ABI1 interaction with CRISPR/dCas13, successfully inhibiting tumor cell proliferation. We subsequently improved the interaction of PYR1-ABI1 through phage-assisted continuous evolution (PACE), successfully generating a PYR1 mutant (PYR1m) whose interaction with ABI1 exhibited a higher ABA response intensity than that of the wild-type. In addition, we tested the transcriptional activation tool based on PYRm-ABI1 and found that it also showed a higher ABA response intensity than that of the wild type. These results demonstrate that we have developed a novel ABA-based CIP and further improved upon it using PACE, providing a new approach for the modification of other CIP systems.

9.
Cell Mol Immunol ; 21(8): 856-872, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38849539

RESUMEN

The key role of structural cells in immune modulation has been revealed with the advent of single-cell multiomics, but the underlying mechanism remains poorly understood. Here, we revealed that the transcriptional activation of interferon regulatory factor 1 (IRF1) in response to ionizing radiation, cytotoxic chemicals and SARS-CoV-2 viral infection determines the fate of structural cells and regulates communication between structural and immune cells. Radiation-induced leakage of mtDNA initiates the nuclear translocation of IRF1, enabling it to regulate the transcription of inflammation- and cell death-related genes. Novel posttranslational modification (PTM) sites in the nuclear localization sequence (NLS) of IRF1 were identified. Functional analysis revealed that mutation of the acetylation site and the phosphorylation sites in the NLS blocked the transcriptional activation of IRF1 and reduced cell death in response to ionizing radiation. Mechanistically, reciprocal regulation between the single-stranded DNA sensors SSBP1 and IRF1, which restrains radiation-induced and STING/p300-mediated PTMs of IRF1, was revealed. In addition, genetic deletion or pharmacological inhibition of IRF1 tempered radiation-induced inflammatory cell death, and radiation mitigators also suppressed SARS-CoV-2 NSP-10-mediated activation of IRF1. Thus, we revealed a novel cytoplasm-oriented mechanism of IRF1 activation in structural cells that promotes inflammation and highlighted the potential effectiveness of IRF1 inhibitors against immune disorders.


Asunto(s)
Muerte Celular , Inflamación , Factor 1 Regulador del Interferón , Procesamiento Proteico-Postraduccional , Factor 1 Regulador del Interferón/metabolismo , Factor 1 Regulador del Interferón/genética , Humanos , Muerte Celular/efectos de la radiación , Inflamación/patología , Animales , Ratones , SARS-CoV-2 , COVID-19/inmunología , Fosforilación , Radiación Ionizante , Células HEK293 , Proteínas de Unión al ADN/metabolismo , Proteínas de Unión al ADN/genética , Señales de Localización Nuclear , Activación Transcripcional
10.
Cell Rep ; 43(5): 114221, 2024 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-38748877

RESUMEN

ZBP1 is an interferon (IFN)-induced nucleic acid (NA) sensor that senses unusual Z-form NA (Z-NA) to promote cell death and inflammation. However, the mechanisms that dampen ZBP1 activation to fine-tune inflammatory responses are unclear. Here, we characterize a short isoform of ZBP1 (referred to as ZBP1-S) as an intrinsic suppressor of the inflammatory signaling mediated by full-length ZBP1. Mechanistically, ZBP1-S depresses ZBP1-mediated cell death by competitive binding with Z-NA for Zα domains of ZBP1. Cells from mice (Ripk1D325A/D325A) with cleavage-resistant RIPK1-induced autoinflammatory (CRIA) syndrome are alive but sensitive to IFN-induced and ZBP1-dependent cell death. Intriguingly, Ripk1D325A/D325A cells die spontaneously when ZBP1-S is deleted, indicating that cell death driven by ZBP1 is under the control of ZBP1-S. Thus, our findings reveal that alternative splicing of Zbp1 represents autogenic inhibition for regulating ZBP1 signaling and indicate that uncoupling of Z-NA with ZBP1 could be an effective strategy against autoinflammations.


Asunto(s)
Muerte Celular , Isoformas de Proteínas , Proteínas de Unión al ARN , Animales , Proteínas de Unión al ARN/metabolismo , Proteínas de Unión al ARN/genética , Ratones , Isoformas de Proteínas/metabolismo , Isoformas de Proteínas/genética , Humanos , Proteína Serina-Treonina Quinasas de Interacción con Receptores/metabolismo , Transducción de Señal , Ratones Endogámicos C57BL , Empalme Alternativo/genética , Células HEK293 , Inflamación/metabolismo , Inflamación/patología
11.
Ophthalmol Ther ; 13(7): 1993-2008, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38822193

RESUMEN

INTRODUCTION: This study investigates how surgery for pituitary adenoma (PA) affects the visual pathway, examining changes in the retina, blood vessel density, and nerve function. Since PAs often impair vision as a result of their location near visual structures, this research is key to understanding and improving vision recovery after surgery. METHODS: Our study is based on a retrospective analysis of the historical data of 28 patients diagnosed with pituitary adenomas. We conducted assessments by reviewing preoperative and postoperative imaging records. These included optical coherence tomography (OCT) for retinal structure analysis, diffusion tensor imaging (DTI) for neural transmission evaluation, and optical coherence tomography angiography for assessing blood vessel density. These tools allowed for a detailed understanding of the structural and functional changes within the visual pathway following PA surgery. RESULTS: OCT findings show postoperative changes in the eye: thinning in average and nasal circumpapillary retinal nerve fiber layer, thickening in macular central 1 mm inner plexus layer, ganglion cell complex, and nasal retinal nerve fiber layer. DTI reveals increased fractional anisotropy (FA) in the left optic chiasm and posterior optic nerve, decreased mid-segment optic nerve FA, and increased apparent diffusion coefficient (ADC) in the right optic chiasm and nerve segments. Early postoperative reduction in radial peripapillary capillaries plexus density is noted. Preoperative ganglion cell layer (GCL) thickness correlates with postoperative visual radiation FA and ADC values, especially in the inferior quadrant. A negative correlation exists between preoperative GCL thickness and postoperative visual field mean defect values, particularly on the temporal side and superior inner ring. All changes are statistically significant (P < 0.05). CONCLUSIONS: The study finds that surgery for PA has varied effects on vision. Early post surgery, there are changes in the retina and nerve signals. Macular GCL thickness before surgery might predict early visual recovery, influencing future research and treatment for vision issues related to PA.

12.
Sci Rep ; 14(1): 11524, 2024 05 21.
Artículo en Inglés | MEDLINE | ID: mdl-38773212

RESUMEN

The biological mechanisms triggered by low-dose exposure still need to be explored in depth. In this study, the potential mechanisms of low-dose radiation when irradiating the BEAS-2B cell lines with a Cs-137 gamma-ray source were investigated through simulations and experiments. Monolayer cell population models were constructed for simulating and analyzing distributions of nucleus-specific energy within cell populations combined with the Monte Carlo method and microdosimetric analysis. Furthermore, the 10 × Genomics single-cell sequencing technology was employed to capture the heterogeneity of individual cell responses to low-dose radiation in the same irradiated sample. The numerical uncertainties can be found both in the specific energy distribution in microdosimetry and in differential gene expressions in radiation cytogenetics. Subsequently, the distribution of nucleus-specific energy was compared with the distribution of differential gene expressions to guide the selection of differential genes bioinformatics analysis. Dose inhomogeneity is pronounced at low doses, where an increase in dose corresponds to a decrease in the dispersion of cellular-specific energy distribution. Multiple screening of differential genes by microdosimetric features and statistical analysis indicate a number of potential pathways induced by low-dose exposure. It also provides a novel perspective on the selection of sensitive biomarkers that respond to low-dose radiation.


Asunto(s)
Relación Dosis-Respuesta en la Radiación , Análisis de la Célula Individual , Análisis de la Célula Individual/métodos , Humanos , Método de Montecarlo , Radiometría/métodos , Línea Celular , Rayos gamma/efectos adversos
13.
Int J Biol Markers ; 39(2): 168-183, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38646803

RESUMEN

BACKGROUND: The comprehensive expression level and potential molecular role of Cyclin A2 (CCNA2) in uterine corpus endometrial carcinoma (UCEC) remains undiscovered. METHODS: UCEC and normal endometrium tissues from in-house and public databases were collected for investigating protein and messenger RNA expression of CCNA2. The transcription factors of CCNA2 were identified by the Cistrome database. The prognostic significance of CCNA2 in UCEC was evaluated through univariate and multivariate Cox regression as well as Kaplan-Meier curve analysis. Single-cell RNA-sequencing (scRNA-seq) analysis was performed to explore cell types in UCEC, and the AUCell algorithm was used to investigate the activity of CCNA2 in different cell types. RESULTS: A total of 32 in-house UCEC and 30 normal endometrial tissues as well as 720 UCEC and 165 control samples from public databases were eligible and collected. Integrated calculation showed that the CCNA2 expression was up-regulated in the UCEC tissues (SMD = 2.43, 95% confidence interval 2.23∼2.64). E2F1 and FOXM1 were identified as transcription factors due to the presence of binding peaks on transcription site of CCNA2. CCNA2 predicted worse prognosis in UCEC. However, CCNA2 was not an independent prognostic factor in UCEC. The scRNA-seq analysis disclosed five cell types: B cells, T cells, monocytes, natural killer cells, and epithelial cells in UCEC. The expression of CCNA2 was mainly located in B cells and T cells. Moreover, CCNA2 was active in T cells and B cells using the AUCell algorithm. CONCLUSION: CCNA2 was up-regulated and mainly located in T cells and B cells in UCEC. Overexpression of CCNA2 predicted unfavorable prognosis of UCEC.


Asunto(s)
Ciclina A2 , Neoplasias Endometriales , Humanos , Femenino , Ciclina A2/genética , Ciclina A2/metabolismo , Neoplasias Endometriales/genética , Neoplasias Endometriales/patología , Neoplasias Endometriales/metabolismo , Pronóstico , Persona de Mediana Edad , Análisis de Matrices Tisulares/métodos , RNA-Seq , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Análisis de Expresión Génica de una Sola Célula
14.
Front Endocrinol (Lausanne) ; 15: 1344277, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38601206

RESUMEN

Background: Diabetic ketoacidosis (DKA) is a frequent acute complication of diabetes mellitus (DM). It develops quickly, produces severe symptoms, and greatly affects the lives and health of individuals with DM.This article utilizes machine learning methods to examine the baseline characteristics that significantly contribute to the development of DKA. Its goal is to identify and prevent DKA in a targeted and early manner. Methods: This study selected 2382 eligible diabetic patients from the MIMIC-IV dataset, including 1193 DM patients with ketoacidosis and 1186 DM patients without ketoacidosis. A total of 42 baseline characteristics were included in this research. The research process was as follows: Firstly, important features were selected through Pearson correlation analysis and random forest to identify the relevant physiological indicators associated with DKA. Next, logistic regression was used to individually predict DKA based on the 42 baseline characteristics, analyzing the impact of different physiological indicators on the experimental results. Finally, the prediction of ketoacidosis was performed by combining feature selection with machine learning models include logistic regression, XGBoost, decision tree, random forest, support vector machine, and k-nearest neighbors classifier. Results: Based on the importance analysis conducted using different feature selection methods, the top five features in terms of importance were identified as mean hematocrit (haematocrit_mean), mean hemoglobin (haemoglobin_mean), mean anion gap (aniongap_mean), age, and Charlson comorbidity index (charlson_comorbidity_index). These features were found to have significant relevance in predicting DKA. In the individual prediction using logistic regression, these five features have been proven to be effective, with F1 scores of 1.000 for hematocrit mean, 0.978 for haemoglobin_mean, 0.747 for age, 0.692 for aniongap_mean and 0.666 for charlson_comorbidity_index. These F1 scores indicate the effectiveness of each feature in predicting DKA, with the highest score achieved by mean hematocrit. In the prediction of DKA using machine learning models, including logistic regression, XGBoost, decision tree, and random forest demonstrated excellent results, achieving an F1 score of 1.000. Additionally, by applying feature selection techniques, noticeable improvements were observed in the experimental performance of the support vector machine and k-nearest neighbors classifier. Conclusion: The study found that hematocrit, hemoglobin, anion gap, age, and Charlson comorbidity index are closely associated with ketoacidosis. In clinical practice, these five baseline characteristics should be given with the special attention to achieve early detection and treatment, thus reducing the incidence of the disease.


Asunto(s)
Diabetes Mellitus , Cetoacidosis Diabética , Humanos , Lactante , Cetoacidosis Diabética/diagnóstico , Cetoacidosis Diabética/epidemiología , Cetoacidosis Diabética/etiología , Hemoglobinas
15.
Exp Mol Med ; 56(5): 1107-1122, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38689083

RESUMEN

Genotoxic therapy triggers reactive oxygen species (ROS) production and oxidative tissue injury. S-nitrosylation is a selective and reversible posttranslational modification of protein thiols by nitric oxide (NO), and 5,6,7,8-tetrahydrobiopterin (BH4) is an essential cofactor for NO synthesis. However, the mechanism by which BH4 affects protein S-nitrosylation and ROS generation has not been determined. Here, we showed that ionizing radiation disrupted the structural integrity of BH4 and downregulated GTP cyclohydrolase I (GCH1), which is the rate-limiting enzyme in BH4 biosynthesis, resulting in deficiency in overall protein S-nitrosylation. GCH1-mediated BH4 synthesis significantly reduced radiation-induced ROS production and fueled the global protein S-nitrosylation that was disrupted by radiation. Likewise, GCH1 overexpression or the administration of exogenous BH4 protected against radiation-induced oxidative injury in vitro and in vivo. Conditional pulmonary Gch1 knockout in mice (Gch1fl/fl; Sftpa1-Cre+/- mice) aggravated lung injury following irradiation, whereas Gch1 knock-in mice (Gch1lsl/lsl; Sftpa1-Cre+/- mice) exhibited attenuated radiation-induced pulmonary toxicity. Mechanistically, lactate dehydrogenase (LDHA) mediated ROS generation downstream of the BH4/NO axis, as determined by iodoacetyl tandem mass tag (iodoTMT)-based protein quantification. Notably, S-nitrosylation of LDHA at Cys163 and Cys293 was regulated by BH4 availability and could restrict ROS generation. The loss of S-nitrosylation in LDHA after irradiation increased radiosensitivity. Overall, the results of the present study showed that GCH1-mediated BH4 biosynthesis played a key role in the ROS cascade and radiosensitivity through LDHA S-nitrosylation, identifying novel therapeutic strategies for the treatment of radiation-induced lung injury.


Asunto(s)
Biopterinas , GTP Ciclohidrolasa , Lesión Pulmonar , Especies Reactivas de Oxígeno , Animales , Biopterinas/análogos & derivados , Biopterinas/metabolismo , Especies Reactivas de Oxígeno/metabolismo , Ratones , Lesión Pulmonar/metabolismo , Lesión Pulmonar/etiología , GTP Ciclohidrolasa/metabolismo , GTP Ciclohidrolasa/genética , Humanos , Tolerancia a Radiación/genética , Lactato Deshidrogenasa 5/metabolismo , Ratones Noqueados , Óxido Nítrico/metabolismo , L-Lactato Deshidrogenasa/metabolismo , L-Lactato Deshidrogenasa/genética , Procesamiento Proteico-Postraduccional , Radiación Ionizante
16.
Appl Opt ; 63(9): 2148-2155, 2024 Mar 20.
Artículo en Inglés | MEDLINE | ID: mdl-38568566

RESUMEN

A metalens is a flat lens that can control the phase of light so that dispersed light can be reconcentrated. This study devised a tunable metalens with a switchable focal length based on the phase transition properties of vanadium dioxide (V O 2). The unit structure comprises three layers from bottom to top: gold, polyimide, and two square resonant rings. The metalens can not only transform incident x-polarized waves into y-polarized waves but also achieve beam focusing simultaneously. The designed metalens achieves polarization conversion efficiency at an operating frequency of 0.8 THz. In the insulating state of V O 2, the beam focal point is at L=1914µm; in the metallic state, the wave converges at L=982µm, closely aligning with the predetermined focal length. By controlling external temperature, focal point switching can be achieved, making it highly versatile in practical applications.

17.
Sci Rep ; 14(1): 6152, 2024 03 14.
Artículo en Inglés | MEDLINE | ID: mdl-38485963

RESUMEN

Colonoscopy is one of the main methods to detect colon polyps, and its detection is widely used to prevent and diagnose colon cancer. With the rapid development of computer vision, deep learning-based semantic segmentation methods for colon polyps have been widely researched. However, the accuracy and stability of some methods in colon polyp segmentation tasks show potential for further improvement. In addition, the issue of selecting appropriate sub-models in ensemble learning for the colon polyp segmentation task still needs to be explored. In order to solve the above problems, we first implement the utilization of multi-complementary high-level semantic features through the Multi-Head Control Ensemble. Then, to solve the sub-model selection problem in training, we propose SDBH-PSO Ensemble for sub-model selection and optimization of ensemble weights for different datasets. The experiments were conducted on the public datasets CVC-ClinicDB, Kvasir, CVC-ColonDB, ETIS-LaribPolypDB and PolypGen. The results show that the DET-Former, constructed based on the Multi-Head Control Ensemble and the SDBH-PSO Ensemble, consistently provides improved accuracy across different datasets. Among them, the Multi-Head Control Ensemble demonstrated superior feature fusion capability in the experiments, and the SDBH-PSO Ensemble demonstrated excellent sub-model selection capability. The sub-model selection capabilities of the SDBH-PSO Ensemble will continue to have significant reference value and practical utility as deep learning networks evolve.


Asunto(s)
Neoplasias del Colon , Pólipos , Humanos , Neoplasias del Colon/diagnóstico por imagen , Colonoscopía , Valores de Referencia , Semántica , Procesamiento de Imagen Asistido por Computador
18.
World J Clin Cases ; 12(7): 1205-1214, 2024 Mar 06.
Artículo en Inglés | MEDLINE | ID: mdl-38524504

RESUMEN

Spasmodic torticollis (ST) is a focal dystonia that affects adults, causing limited muscle control and impacting daily activities and quality of life. The etiology and curative methods for ST remain unclear. Botulinum toxin is widely used as a first-line treatment, but long-term usage can result in reduced tolerance and adverse effects. Rehabilitation therapy, with its minimal side effects and low potential for harm, holds significant clinical value. This article explores the effectiveness of adjunctive therapies, including exercise therapy, transcranial magnetic stimulation, shockwave therapy, neuromuscular electrical stimulation, vibration therapy, electromyographic biofeedback, and acupuncture, in the treatment of ST. The aim is to provide clinicians with additional treatment options and to discuss the efficacy of rehabilitation therapy for ST.

19.
World J Gastrointest Oncol ; 16(2): 251-254, 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38425398

RESUMEN

In this editorial, we review the article published in World J Gastrointest Oncol 2019, 11: 1031-1042. We specifically focus on the occurrence, clinical characteristics, and risk factors of fluoropyrimidine drug-related cardiotoxicity in patients with gastrointestinal tumors. Despite significant advancements in diagnostic and therapeutic techniques that have reduced mortality rates associated with digestive system tumors, the incidence and mortality rates of treatment-related cardiotoxicity have been increasing, severely impacting the survival and prognosis of cancer patients. Fluoropyrimidine drugs are widely used as antimetabolites in the treatment of malignant tumors, including gastrointestinal tumors, and they represent the second largest class of drugs associated with cardiotoxicity. However, there is often a lack of awareness or understanding regarding their cardiotoxic effects and associated risks.

20.
Phys Chem Chem Phys ; 26(14): 10633-10640, 2024 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-38511282

RESUMEN

A dual-functional switchable metamaterial absorber (MMA) based on vanadium dioxide (VO2), which achieves flexible switching between broadband absorption and four-band absorption by adjusting the VO2 conductivity, was proposed. The device has a broadband absorption function when VO2 is in the metal phase, and the conductivity is 3 × 105 S m-1. Numerical simulation shows that the absorption rate of the device reaches over 90% in the frequency range of 3.36-6.98 THz. The absorber exhibits polarization insensitivity and wide-angle absorption to transverse electric (TE) and transverse magnetic (TM) waves. When VO2 is in the insulator phase, and the conductivity is 3 × 102 S m-1, the device switches to a narrowband absorber with a band-efficient absorption function. Numerical simulation shows that the device has an absorption rate of 99.7% at 2.39 THz, 98.3% at 2.83 THz, 95.6% at 3.84 THz, and 96.1% at 4.61 THz. It can be used as a sensor with high sensitivity. In addition, to verify the absorption mechanism of the absorber, we introduced impedance matching theory to analyze the device. Finally, the influence of structural parameters on the performance of resonators was investigated. Through the joint action of multi-layer structures, the proposed MMA concentrates broadband and narrowband absorption functions on one device, achieving flexible switching between tasks without changing the structure. The switchable metamaterial absorber designed through simple tuning methods has broad application prospects in stealth technology and thermal emitters. It provides a wide range of ideas for the design of terahertz functional devices.

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