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Search Results (341)

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17 pages, 2664 KiB  
Article
Carbon and Nitrogen Sources Influence Parasitic Responsiveness in Trichoderma atroviride NI-1
by Víctor Javier García-Sánchez, Karina Lizbeth Sánchez-López, Juana Jazmín Esquivel Méndez, Daniel Sánchez-Hernández, José Antonio Cervantes-Chávez, Fidel Landeros-Jaime, Artemio Mendoza-Mendoza, Julio Cesar Vega-Arreguín and Edgardo Ulises Esquivel-Naranjo
J. Fungi 2024, 10(10), 671; https://doi.org/10.3390/jof10100671 - 26 Sep 2024
Abstract
Parasitic species of Trichoderma use hydrolytic enzymes to destroy the host cell wall. Preferent carbon and nitrogen sources suppress the expression of genes related to parasitism. Here, different nutrients were evaluated in the parasitic isolated NI-1, which was identified as Trichoderma atroviride. [...] Read more.
Parasitic species of Trichoderma use hydrolytic enzymes to destroy the host cell wall. Preferent carbon and nitrogen sources suppress the expression of genes related to parasitism. Here, different nutrients were evaluated in the parasitic isolated NI-1, which was identified as Trichoderma atroviride. The genes cbh1 and chb2 (cellobiohydrolases), bgl3.1 (endoglucanase), and pra1 and prb1 (proteinases) were poorly expressed during the interaction between NI-1 and Phytophthora capsici on PDA. However, gene expression improved on minimal medium with preferent and alternative carbon sources. Dextrin and glucose stimulated higher transcript levels than cellulose, sucrose, and glycerol. Also, ammonium stimulated a stronger parasitic responsiveness than the alternative nitrogen sources. During interaction against different phytopathogens, NI-1 detects their host differentially from a distance due to the cbh1 and cbh2 genes being only induced by P. capsici. The pra1 and ech42 genes were induced before contact with Botrytis cinerea and Rhizoctonia solani, while when confronted with P. capsici they were stimulated until contact and overgrowth. The prb1 and bgl3.1 genes were induced before contact against the three-host assayed. Overall, T. atroviride prefers to parasitize and has the capacity to distinguish between an oomycete and a fungus, but nutrient quality regulates its parasitic responsiveness. Full article
(This article belongs to the Special Issue Trichoderma in Action)
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10 pages, 2324 KiB  
Article
Prospective Analysis of Safety and Efficacy of Tenofovir Alafenamide Fumarate (TAF) in European Real-World Patients with Chronic Hepatitis B: A Single-Centre Real-Word Cohort Study
by Balazs Fülöp, Janett Fischer, Magdalena Hahn, Albrecht Böhlig, Madlen Matz-Soja, Thomas Berg and Florian van Bömmel
Pathogens 2024, 13(9), 820; https://doi.org/10.3390/pathogens13090820 - 23 Sep 2024
Viewed by 365
Abstract
Background: Tenofovir alafenamide (TAF) is a novel prodrug of tenofovir for the treatment of chronic hepatitis B (CHB) that has shown a favourable renal safety profile while offering suppression of HBV DNA similar to tenofovir disoproxil fumarate (TDF). We aimed to study changes [...] Read more.
Background: Tenofovir alafenamide (TAF) is a novel prodrug of tenofovir for the treatment of chronic hepatitis B (CHB) that has shown a favourable renal safety profile while offering suppression of HBV DNA similar to tenofovir disoproxil fumarate (TDF). We aimed to study changes in markers of HBV replication and renal function in a real-world setting in European patients. Methods: In our prospective single-arm, non-interventional observational study, HBeAg-positive and HBeAg-negative patients with chronic HBV mono-infection receiving TAF as their first or following line treatment were enrolled. HBV DNA, HBsAg, markers of bone metabolism, and renal function were determined at baseline and every consecutive 3 months. Results: A total of 50 patients (70% male) were included. The mean duration of TAF treatment was 18 (3–36) months. In 20 patients with detectable HBV DNA at baseline, median serum levels of HBV DNA log10 changed from 2.33 (0.766–6.47) to 1.04 IU/mL at the end of observation and became undetectable in 11 patients. Median HBsAg log10 decreased from 3.37 (0.88–5.10) to 2.39 (1.52–4.19) IU/mL. During the entire observation period, the renal function parameters remained stable in patients with normal renal function and even in those with renal dysfunction. Mild adverse events were reported by 14 patients (28%). Conclusions: TAF was a safe and effective treatment, also in patients with decreased renal function. Full article
(This article belongs to the Section Viral Pathogens)
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10 pages, 359 KiB  
Article
Characterizing Unique Clinical and Virological Profiles in Concurrent Chronic Hepatitis B and Metabolic Dysfunction-Associated Liver Disease: Insights from a Population-Based Cohort Study
by Fadi Abu Baker, Abdel-Rauf Zeina, Randa Taher, Saif Abu Mouch and Ariel Israel
J. Clin. Med. 2024, 13(18), 5608; https://doi.org/10.3390/jcm13185608 - 21 Sep 2024
Viewed by 513
Abstract
Background: The concurrent presence of chronic hepatitis B virus (CHB) infection and metabolic dysfunction-associated steatotic liver disease (MASLD) presents a unique clinical scenario with implications that are not yet fully understood. This study aims to characterize the distinct clinical and virological features of [...] Read more.
Background: The concurrent presence of chronic hepatitis B virus (CHB) infection and metabolic dysfunction-associated steatotic liver disease (MASLD) presents a unique clinical scenario with implications that are not yet fully understood. This study aims to characterize the distinct clinical and virological features of CHB in the context of MASLD and evaluate its impact on disease progression and outcomes. Methods: Utilizing a comprehensive health maintenance organization database, this study included 1186 patients with CHB from 2000–2020. Patients were categorized into two groups: CHB-MASLD (n = 188) and CHB alone (n = 998). CHB diagnosis was confirmed by serological markers, while MASLD was diagnosed based on imaging and cardiometabolic risk factors. Comparative analysis and multiple regression models were applied to assess variables related to viral parameters and clinical outcomes. Results: The CHB-MASLD group was older (mean age of 45.2 vs. 39.1, p < 0.001) with higher rates of obesity (46.8% vs. 23.8%, p < 0.001), diabetes (36.2% vs. 17.3%, p < 0.001), and dyslipidemia. Distinct viral profiles included higher HBeAg negativity (96.2%), a higher rate of HBeAg-negative infection (70.4% vs. 63.8%; p < 0.001), and increased HBeAg seroconversion under treatment. Cirrhosis was more prevalent in the CHB-MASLD group (9.6% vs. 4.4%, p = 0.007), while HCC rates were comparable. Multivariate analysis identified age, male gender, chronic active hepatitis, and diabetes as predictors of cirrhosis. Conclusions: CHB-MASLD patients were distinguished by a higher prevalence of metabolic features, along with a distinct viral profile marked by increased chronic HBeAg infection, higher rates of HBeAg seroconversion, and a potential association with worse disease outcomes. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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12 pages, 1638 KiB  
Review
Hepatitis B Management in the Middle East: A Narrative Review of Current Antiviral Treatments
by Hannah Beck, Nishaanth Dalavaye, Kalaikshiga Kengadaran, Mosammath Monira Khatun, Ria Hitesh Patel, Taif Al-Rubaye and Laith Alrubaiy
Gastrointest. Disord. 2024, 6(3), 784-795; https://doi.org/10.3390/gidisord6030054 - 12 Sep 2024
Viewed by 495
Abstract
Introduction: Chronic hepatitis B (CHB) is a significant public health issue worldwide, especially in the Middle East region. Around 8% to 20% of patients with CHB develop cirrhosis, which may progress to hepatocellular carcinoma. The significant morbidity and mortality associated with CHB [...] Read more.
Introduction: Chronic hepatitis B (CHB) is a significant public health issue worldwide, especially in the Middle East region. Around 8% to 20% of patients with CHB develop cirrhosis, which may progress to hepatocellular carcinoma. The significant morbidity and mortality associated with CHB denote the importance of high-quality treatment. Methods: We searched the PubMed, Medline, and Cochrane databases from inception to January 2024 to identify relevant studies. Search terms were generated using established treatment guidelines for CHB. We also manually searched the bibliographies of relevant literature to obtain additional papers. Results: In this narrative review, we evaluated the seven currently licensed antiviral therapies for chronic Hepatitis B treatment, including nucleos(t)ide analogs (NAs) and pegylated interferon-alpha (PEG-IFNα). NAs can be divided into two categories: high barrier to resistance and low barrier to resistance. Tenofovir disoproxil fumarate, tenofovir alafenamide, and entecavir are NAs with a high barrier to resistance. Telbivudine has shown promise in providing high efficacy with low viral resistance rates; however, it is not recommended because of insufficient evidence and lack of cost-effectiveness. Lamivudine and adefovir dipivoxil, despite being efficacious, have a low barrier to resistance, the primary reason they are no longer recommended. PEG-IFNα has high efficacy and can be completed in 48 weeks. It is not associated with resistance; however, it has been reported to have several systemic adverse effects. Conclusions: Current first-line NA treatments in the Middle East include entecavir, tenofovir disoproxil fumarate, and tenofovir alafenamide. These drugs are favored over other NAs because of their low rates of resistance. PEG-IFNα has superiority over NAs in inducing a more durable antiviral response and having a finite treatment duration. The main drawback of PEG-IFNα is an unfavorable safety profile. Full article
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6 pages, 199 KiB  
Case Report
HEV Infection in the Context of Prior HBV-Related Liver Injury: Case Series
by Mihaela-Cristina Olariu, Mihai-Cezar Filipescu, Andreea Marilena Pauna, Madalina Simoiu and Alina Maria Borcan
Infect. Dis. Rep. 2024, 16(5), 888-893; https://doi.org/10.3390/idr16050070 - 6 Sep 2024
Viewed by 552
Abstract
Hepatitis E virus (HEV) is a common cause of acute hepatitis, with increasing incidence in Europe, including Romania. Concurrently, Romania has a high prevalence of chronic hepatitis B (CHB). There is limited research on the clinical presentation and outcomes of HEV infection in [...] Read more.
Hepatitis E virus (HEV) is a common cause of acute hepatitis, with increasing incidence in Europe, including Romania. Concurrently, Romania has a high prevalence of chronic hepatitis B (CHB). There is limited research on the clinical presentation and outcomes of HEV infection in patients with pre-existing chronic hepatitis B (CHB), especially in resource-rich settings. Most literature data come from South, East, and Southeast Asia. A review of the literature on HEV and HBV co-infection indicates a severe prognosis, particularly in patients with underlying liver disease. However, the cases in this study, which did not display cirrhosis, showed varied outcomes. The role of anti-HBV treatment in improving prognosis remains uncertain and warrants further investigation. Acute HEV infection superimposed on chronic HBV infection poses significant clinical challenges, with outcomes ranging from full recovery to fatality. Preventive measures, including sanitation and vaccination against HBV, are crucial. More studies are needed to establish effective treatment protocols for this co-infection. In this study, we will analyze the clinical setting, diagnosis, particularities, and outcomes of five such cases of dual hepatotropic viral infection recorded over a period of 6 years (2018–2023) at a large Infectious Diseases clinic in Bucharest, Romania. Full article
9 pages, 1321 KiB  
Article
AI Digital Pathology Using qFibrosis Shows Heterogeneity of Fibrosis Regression in Patients with Chronic Hepatitis B and C with Viral Response
by Feng Liu, Yameng Sun, Dean Tai, Yayun Ren, Elaine L. K. Chng, Aileen Wee, Pierre Bedossa, Rui Huang, Jian Wang, Lai Wei, Hong You and Huiying Rao
Diagnostics 2024, 14(16), 1837; https://doi.org/10.3390/diagnostics14161837 - 22 Aug 2024
Viewed by 612
Abstract
This study aimed to understand the dynamic changes in fibrosis and its relationship with the evaluation of post-treatment viral hepatitis using qFibrosis. A total of 158 paired pre- and post-treatment liver samples from patients with chronic hepatitis B (CHB; n = 100) and [...] Read more.
This study aimed to understand the dynamic changes in fibrosis and its relationship with the evaluation of post-treatment viral hepatitis using qFibrosis. A total of 158 paired pre- and post-treatment liver samples from patients with chronic hepatitis B (CHB; n = 100) and C (CHC; n = 58) were examined. qFibrosis was employed with artificial intelligence (AI) to analyze the fibrosis dynamics in the portal tract (PT), periportal (PP), midzonal, pericentral, and central vein (CV) regions. All patients with CHB achieved a virological response after 78 weeks of treatment, whereas patients with CHC achieved a sustained viral response after 24 weeks. For patients initially staged as F5/6 (Ishak system) at baseline, the post-treatment cases exhibited a significant reduction in the collagen proportionate area (CPA) (25–69%) and number of collagen strings (#string) (9–72%) across all regions. In contrast, those initially staged as F3/4 at baseline showed a similar CPA and #string trend at 24 weeks. For regression patients, 27 parameters (25 in the CV region) in patients staged as F3/4 and 15 parameters (three in the PT and 12 in the PP regions) in those staged as F5/6 showed significant differences between the CHB and CHC groups at baseline. Following successful antiviral treatment, the pre- and post-treatment liver samples provided quantitative evidence of the heterogeneity of fibrotic features. qFibrosis has the potential to provide new insights into the characteristics of fibrosis regression in both patients with CHB and CHC as early as 24 weeks after antiviral therapy. Full article
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15 pages, 3476 KiB  
Article
EEG-Based Seizure Prediction Using Hybrid DenseNet–ViT Network with Attention Fusion
by Shasha Yuan, Kuiting Yan, Shihan Wang, Jin-Xing Liu and Juan Wang
Brain Sci. 2024, 14(8), 839; https://doi.org/10.3390/brainsci14080839 - 21 Aug 2024
Viewed by 653
Abstract
Epilepsy seizure prediction is vital for enhancing the quality of life for individuals with epilepsy. In this study, we introduce a novel hybrid deep learning architecture, merging DenseNet and Vision Transformer (ViT) with an attention fusion layer for seizure prediction. DenseNet captures hierarchical [...] Read more.
Epilepsy seizure prediction is vital for enhancing the quality of life for individuals with epilepsy. In this study, we introduce a novel hybrid deep learning architecture, merging DenseNet and Vision Transformer (ViT) with an attention fusion layer for seizure prediction. DenseNet captures hierarchical features and ensures efficient parameter usage, while ViT offers self-attention mechanisms and global feature representation. The attention fusion layer effectively amalgamates features from both networks, guaranteeing the most relevant information is harnessed for seizure prediction. The raw EEG signals were preprocessed using the short-time Fourier transform (STFT) to implement time–frequency analysis and convert EEG signals into time–frequency matrices. Then, they were fed into the proposed hybrid DenseNet–ViT network model to achieve end-to-end seizure prediction. The CHB-MIT dataset, including data from 24 patients, was used for evaluation and the leave-one-out cross-validation method was utilized to evaluate the performance of the proposed model. Our results demonstrate superior performance in seizure prediction, exhibiting high accuracy and low redundancy, which suggests that combining DenseNet, ViT, and the attention mechanism can significantly enhance prediction capabilities and facilitate more precise therapeutic interventions. Full article
(This article belongs to the Section Computational Neuroscience and Neuroinformatics)
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16 pages, 1948 KiB  
Article
Impact of preS1 Evaluation in the Management of Chronic Hepatitis B Virus Infection
by Yuka Hayashi, Kazuto Tajiri, Tatsuhiko Ozawa, Kiyohiko Angata, Takashi Sato, Akira Togayachi, Izuru Nagashima, Hiroki Shimizu, Aiko Murayama, Nozomu Muraishi, Hisashi Narimatsu and Ichiro Yasuda
Medicina 2024, 60(8), 1334; https://doi.org/10.3390/medicina60081334 - 16 Aug 2024
Viewed by 783
Abstract
Background and Objectives: The measurement of hepatitis B surface antigen (HBsAg) is essential for managing chronic hepatitis B virus infection (CHB). HBsAg consists of three different surface envelope proteins: large, middle, and small HB surface proteins. However, in clinical practice, it is [...] Read more.
Background and Objectives: The measurement of hepatitis B surface antigen (HBsAg) is essential for managing chronic hepatitis B virus infection (CHB). HBsAg consists of three different surface envelope proteins: large, middle, and small HB surface proteins. However, in clinical practice, it is not common to evaluate each of these HB surface proteins separately. Materials and Methods: In this study, we investigated preS1 expression using seven monoclonal antibodies (mAbs) in 68 CHB patients, as well as examining their antigenicity. Results: Although the seven mAbs had been derived from genotype (Gt) C, they could recognize preS1 with Gts A to D. The epitopes were concentrated within the aa33-47 region of preS1, and their antigenicity was significantly reduced by an aa45F substitution. We found that preS1 expression remained consistent regardless of HBsAg levels and different Gts in CHB patients, in contrast to what was observed in SHBs. Conclusions: These results suggest that the antigenic epitope is preserved among different Gts and that the expression pattern of preS1 is altered during CHB, highlighting its vital role in the HBV infection cycle. Our present results suggest preS1 is a promising therapeutic target in CHB. Full article
(This article belongs to the Special Issue Novelties in Chronic Liver Diseases)
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17 pages, 690 KiB  
Article
Prevalence of Non-Alcoholic Fatty Liver Disease and Its Impact on Fibrosis Risk in Inactive Chronic Hepatitis B Patients: Insights from a Cross-Sectional Study
by Said A. Al-Busafi, Amna S. Al Balushi, Halima H. Al Shuaili, Dalia A. Mahmood and Abdullah M. Al Alawi
J. Clin. Med. 2024, 13(16), 4738; https://doi.org/10.3390/jcm13164738 - 12 Aug 2024
Viewed by 812
Abstract
Background: Chronic hepatitis B (CHB) and non-alcoholic fatty liver disease (NAFLD) are significant causes of chronic liver disease, potentially leading to liver cirrhosis and hepatocellular carcinoma. Moreover, the coexistence of CHB and NAFLD is increasingly common, although the relationship between NAFLD and inactive [...] Read more.
Background: Chronic hepatitis B (CHB) and non-alcoholic fatty liver disease (NAFLD) are significant causes of chronic liver disease, potentially leading to liver cirrhosis and hepatocellular carcinoma. Moreover, the coexistence of CHB and NAFLD is increasingly common, although the relationship between NAFLD and inactive CHB infection remains poorly understood. Objectives: This study aimed to investigate the prevalence of NAFLD among patients with inactive CHB, identify risk factors for NAFLD, and determine predictors of significant fibrosis in these patients. Methods: This single-center cross-sectional study targeted patients with inactive CHB at Sultan Qaboos University Hospital from January 2010 to November 2021. Results: A total of 425 patients with inactive CHB were identified, of which 53.1% were male and 62.6% were aged 40–60 years. The prevalence of NAFLD was 47.8%. Various independent factors were associated with NAFLD, including type 2 diabetes mellitus, elevated low-density lipoprotein levels, high hemoglobin levels, low platelet counts, and normal alpha-fetoprotein levels. Significant associations were noted between NAFLD and significant fibrosis, with 10.5% of CHB patients with NAFLD exhibiting significant fibrosis compared to 1.4% of those without NAFLD. Other significant parameters included male gender, increased age, high alanine transaminase levels, elevated hemoglobin, and decreased platelet levels. Conclusions: The high prevalence of NAFLD in patients with inactive CHB and its associations with increased fibrosis and cirrhosis risk underscore the need for comprehensive management strategies for these patients. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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8 pages, 627 KiB  
Brief Report
Causal Relationship between Chronic Hepatitis B and Stroke in East Asians: A Mendelian Randomization Study
by Qi Zhang, Cancong Shen, Lei Zhang and Maiqiu Wang
J. Cardiovasc. Dev. Dis. 2024, 11(8), 247; https://doi.org/10.3390/jcdd11080247 - 10 Aug 2024
Viewed by 760
Abstract
Both chronic hepatitis B (CHB) and stroke contribute to a high burden of disease in the majority of low- and middle-income countries. Epidemiological studies yield conflicting results on the association between CHB and stroke, and the causal relationship remains inconclusive. This study aimed [...] Read more.
Both chronic hepatitis B (CHB) and stroke contribute to a high burden of disease in the majority of low- and middle-income countries. Epidemiological studies yield conflicting results on the association between CHB and stroke, and the causal relationship remains inconclusive. This study aimed to assess the causal effects of CHB on stroke and its subtypes in East Asians by Mendelian randomization (MR) analysis. Variants associated with CHB were obtained from a genome-wide association study (GWAS) of Chinese samples as instrumental variables. The summary statistics for stroke in East Asians were derived from the largest published GWAS to date. Two-sample MR analyses were implemented to evaluate the causal effects of CHB on stroke and its subtypes by using the canonical inverse variance weighting method and other supplementary approaches. We observed an association between genetic predisposition to CHB and a decreased risk of large-artery atherosclerotic stroke (odds ratio = 0.872, 95% confidence interval = 0.786–0.967, p = 0.010). The causal effects of CHB on other stroke outcomes were not statistically significant. Evidence for heterogeneity and horizontal pleiotropy were not found in our analyses. This study provides genetic evidence for a negative association between CHB and stroke in East Asians, which helps improve our understanding of the etiology of stroke. Full article
(This article belongs to the Special Issue Stroke: Risk Factors, Mechanisms, Outcomes and Ethnicity)
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13 pages, 2148 KiB  
Article
The Hepatitis B Virus PreS1/HBsAg Ratio Is a Predictive Marker for the Occurrence of Hepatocellular Carcinoma
by Masanari Kosaka, Hatsue Fujino, Masataka Tsuge, Shinsuke Uchikawa, Atsushi Ono, Eisuke Murakami, Tomokazu Kawaoka, Daiki Miki, C. Nelson Hayes and Shiro Oka
Livers 2024, 4(3), 364-376; https://doi.org/10.3390/livers4030026 - 2 Aug 2024
Viewed by 596
Abstract
The preS1 region of the large hepatitis B virus (HBV) surface protein is a crucial component in HBV infection; however, its impact on the development of hepatocellular carcinoma (HCC) remains unknown. This study investigated the relationship between serum preS1 levels and hepatocarcinogenesis in [...] Read more.
The preS1 region of the large hepatitis B virus (HBV) surface protein is a crucial component in HBV infection; however, its impact on the development of hepatocellular carcinoma (HCC) remains unknown. This study investigated the relationship between serum preS1 levels and hepatocarcinogenesis in patients with chronic hepatitis B (CHB). The preS1 levels were measured in 531 patients with CHB without a history of HCC. Among the patients, 293 HBV carriers who had never received nucleotide/nucleoside analog (NA) therapy had their preS1 levels measured at their first visit (non-NA group), and 238 patients who had received NA therapy had their preS1 levels measured at the start of NA administration (NA group). The two groups had no significant differences in hepatitis B surface antigen (HBsAg) levels; however, the NA group’s preS1/HBsAg ratio was significantly higher. The preS1/HBsAg ratio was significantly different between patients with CHB not meeting the NA treatment criteria and patients with chronic hepatitis and cirrhosis who were eligible for NA treatment. The predictors of HCC development were analyzed, and the preS1/HBsAg ratio was identified in both groups. The preS1/HBsAg ratio could predict hepatocarcinogenesis in patients with CHB with or without NA administration. Full article
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15 pages, 3834 KiB  
Article
Efficacy of Agricultural Residue-Derived Biochar for Tackling Cadmium Contamination in an Aqueous Solution
by Qinghai Liu, Zhengguo Song, Jingwen Li, Chongshuang Pan and Weiwen Qiu
Molecules 2024, 29(15), 3545; https://doi.org/10.3390/molecules29153545 - 27 Jul 2024
Viewed by 784
Abstract
This study aimed to investigate the efficacy of biochar, produced from different agricultural residues varying in lignin and cellulose content and subjected to different pyrolysis temperatures, in removing cadmium ions (Cd (II)) from an aqueous solution. This removal process is crucial for protecting [...] Read more.
This study aimed to investigate the efficacy of biochar, produced from different agricultural residues varying in lignin and cellulose content and subjected to different pyrolysis temperatures, in removing cadmium ions (Cd (II)) from an aqueous solution. This removal process is crucial for protecting human health and the environment. Specifically, the study focused on the adsorption behaviors of Cd (II) by the biochars made from rice husk biochar (RHB), maize straw biochar (MSB), peanut shell biochar (PSB), cottonseed shell biochar (CHB), and mulberry leaf biochar (MLB), which were prepared at 300 °C and 600 °C. The results indicated that the type of agricultural residue used to produce biochar significantly influenced the adsorption of Cd (II). Notably, mulberry leaf biochar prepared at 300 °C (MLB-300) demonstrated the highest adsorption efficiency, achieving a maximum adsorption capacity of 42.2 mg g−1. Batch adsorption experiments assessed the impact of various factors, including system pH, NO3 concentration, and adsorption duration. The adsorption kinetics were better described by the pseudo-second-order model than the pseudo-first-order model. Moreover, the study found that the lignin content of the biochar plays a major role in determining the adsorption capacity. The surface characteristics of biochar, influenced by the types of agricultural residues and preparation temperature, directly impact its adsorption mechanism and capacity. While biochar produced at 300 °C showed optimal Cd(II) adsorption, those processed at 600 °C were less effective, likely due to the loss of functional groups at higher temperatures. Full article
(This article belongs to the Section Materials Chemistry)
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21 pages, 4723 KiB  
Article
A Comparative Study on Imputation Techniques: Introducing a Transformer Model for Robust and Efficient Handling of Missing EEG Amplitude Data
by Murad Ali Khan
Bioengineering 2024, 11(8), 740; https://doi.org/10.3390/bioengineering11080740 - 23 Jul 2024
Viewed by 816
Abstract
In clinical datasets, missing data often occur due to various reasons including non-response, data corruption, and errors in data collection or processing. Such missing values can lead to biased statistical analyses, reduced statistical power, and potentially misleading findings, making effective imputation critical. Traditional [...] Read more.
In clinical datasets, missing data often occur due to various reasons including non-response, data corruption, and errors in data collection or processing. Such missing values can lead to biased statistical analyses, reduced statistical power, and potentially misleading findings, making effective imputation critical. Traditional imputation methods, such as Zero Imputation, Mean Imputation, and k-Nearest Neighbors (KNN) Imputation, attempt to address these gaps. However, these methods often fall short of accurately capturing the underlying data complexity, leading to oversimplified assumptions and errors in prediction. This study introduces a novel Imputation model employing transformer-based architectures to address these challenges. Notably, the model distinguishes between complete EEG signal amplitude data and incomplete data in two datasets: PhysioNet and CHB-MIT. By training exclusively on complete amplitude data, the TabTransformer accurately learns and predicts missing values, capturing intricate patterns and relationships inherent in EEG amplitude data. Evaluation using various error metrics and R2 score demonstrates significant enhancements over traditional methods such as Zero, Mean, and KNN imputation. The Proposed Model achieves impressive R2 scores of 0.993 for PhysioNet and 0.97 for CHB-MIT, highlighting its efficacy in handling complex clinical data patterns and improving dataset integrity. This underscores the transformative potential of transformer models in advancing the utility and reliability of clinical datasets. Full article
(This article belongs to the Special Issue Intelligent IoMT Systems for Brain–Computer Interface)
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33 pages, 1718 KiB  
Review
Insights into Immune Exhaustion in Chronic Hepatitis B: A Review of Checkpoint Receptor Expression
by João Panão Costa, Armando de Carvalho, Artur Paiva and Olga Borges
Pharmaceuticals 2024, 17(7), 964; https://doi.org/10.3390/ph17070964 - 21 Jul 2024
Viewed by 1279
Abstract
Hepatitis B, caused by the hepatitis B virus (HBV), often progresses to chronic infection, leading to severe complications, such as cirrhosis, liver failure, and hepatocellular carcinoma. Chronic HBV infection is characterized by a complex interplay between the virus and the host immune system, [...] Read more.
Hepatitis B, caused by the hepatitis B virus (HBV), often progresses to chronic infection, leading to severe complications, such as cirrhosis, liver failure, and hepatocellular carcinoma. Chronic HBV infection is characterized by a complex interplay between the virus and the host immune system, resulting in immune cell exhaustion, a phenomenon commonly observed in chronic viral infections and cancer. This state of exhaustion involves elevated levels of inhibitory molecules, cells, and cell surface receptors, as opposed to stimulatory counterparts. This review aims to elucidate the expression patterns of various co-inhibitory and co-stimulatory receptors on immune cells isolated from chronic hepatitis B (CHB) patients. By analyzing existing data, the review conducts comparisons between CHB patients and healthy adults, explores the differences between HBV-specific and total T cells in CHB patients, and examines variations between intrahepatic and peripheral immune cells in CHB patients. Understanding the mechanisms underlying immune exhaustion in CHB is crucial for developing novel immunotherapeutic approaches. This detailed analysis sheds light on the immune exhaustion observed in CHB and lays the groundwork for future combined immunotherapy strategies aimed at leveraging checkpoint receptors to restore immune function and improve clinical outcomes. Full article
(This article belongs to the Special Issue HIV and Viral Hepatitis: Prevention, Treatment and Coinfection)
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15 pages, 9563 KiB  
Article
Research on Boost-Type Cascaded H-Bridge Inverter and Its Power Control in Photovoltaic Power Generation System
by Jiayu Kang, Miao Yu, Boyang Sun, Yongchao Xiao and Baoquan Liu
Electronics 2024, 13(14), 2819; https://doi.org/10.3390/electronics13142819 - 18 Jul 2024
Viewed by 594
Abstract
The cascaded H-bridge (CHB) inverter has become pivotal in grid-connected photovoltaic (PV) systems owing to its numerous benefits. Typically, DC–DC converters are employed to boost the input voltage in grid-connected systems to meet the grid’s higher voltage requirements, but this approach increases equipment [...] Read more.
The cascaded H-bridge (CHB) inverter has become pivotal in grid-connected photovoltaic (PV) systems owing to its numerous benefits. Typically, DC–DC converters are employed to boost the input voltage in grid-connected systems to meet the grid’s higher voltage requirements, but this approach increases equipment size and cost. To enhance inverter efficiency, this paper proposes a boost-type, three-phase CHB PV grid-connected inverter. This design can raise the input voltage and satisfy grid requirements with only a few additional components. Additionally, PV environmental fluctuations can cause variations in PV power generation, leading to a power imbalance in the inverter and potentially affecting the stability of the PV system. Based on this, we consider grid voltage fluctuations induced by unbalanced power output from the inverter and propose an improved control method based on the superposition of zero-sequence components. Finally, we construct a simulation model and conduct experimental verification using the MATLAB/Simulink platform. The validation results demonstrate that this topology reduces equipment volume and effectively enhances the efficiency of PV power generation systems. Furthermore, the designed control method ensures system stability while effectively mitigating power imbalances caused by PV module and grid voltage fluctuations. Full article
(This article belongs to the Section Power Electronics)
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