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1.
Mass Spectrom Rev ; 42(5): 2207-2233, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36146929

RESUMEN

Safety issues caused by pharmaceuticals have frequently occurred worldwide, posing a tremendous threat to human health. As an essential part of drug development, the toxicological analysis and safety evaluation is of great significance. In addition, the risk of pharmaceuticals accumulation in the environment and the monitoring of the toxicity from natural medicines have also received ongoing concerns. Due to a lack of spatial distribution information provided by common analytical methods, analyses that provide spatial dimensions could serve as complementary safety evaluation methods for better prediction and evaluation of drug toxicity. With advances in technical solutions and software algorithms, mass spectrometry imaging (MSI) has received increasing attention as a popular analytical tool that enables the simultaneous implementation of qualitative, quantitative, and localization without complex sample pretreatment and labeling steps. In recent years, MSI has become more attractive, powerful, and sensitive and has been applied in several scientific fields that can meet the safety assessment requirements. This review aims to cover a detailed summary of the various MSI technologies utilized in the biomedical and pharmaceutical area, including technical principles, advantages, current status, and future trends. Representative applications and developments in the safety-related issues of different pharmaceuticals and natural medicines are also described to provide a reference for pharmaceutical research, improve rational clinical medicine use, and ensure public safety.

2.
Drug Metab Dispos ; 2024 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-39433437

RESUMEN

In vitro systems such as cultured hepatocytes are used early in drug development as a proxy for in vivo data to predict metabolites in human and the potential pre-clinical species. These data support preclinical species selection for toxicology studies as well as provide early evidence for potential active and reactive metabolites that can be generated in human. While in vivo data would be best to select preclinical species for a given compound, only in vitro systems are available when selecting tox species. However, as with any in vitro system, the correlation to actual in vivo results can be variable. Understanding the predictivity of a given in vitro assay for in vivo metabolism would help drug development teams appreciate the significance of early cross-species metabolite profiles relative to the eventual clinical outcomes. In a retrospective analysis of historic metabolite profiling data from Abbott/AbbVie, in vitro systems predicted ~50% of circulating metabolites present in vivo, across preclinical species and human, with no correlation between apparent exposures in vitro vs in vivo A direct comparison of five common in vitro systems using commercial compounds with known metabolism resulted in suspension hepatocytes and co-cultured hepatocytes slightly outperforming the other systems in successfully generating major human circulating metabolites. Current in vitro systems have value early in development when in vivo studies are not feasible and are required for regulatory filings to support pre-clinical toxicology species selection but should not be treated as wholly representative of a given drug's in vivo metabolism. Significance Statement This is a comprehensive assessment of historic metabolism data quantitating the success rate of in vitro to in vivo predictivity. Reliability of in vitro systems for metabolite profiling is important for early drug development, and understanding predictivity will help give appropriate context to the data. New data were also generated to compare common in vitro liver models to determine whether any could be definitively identified as more predictive of human circulating metabolites than others.

3.
Microb Pathog ; 196: 106927, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39265811

RESUMEN

The present study was aimed to assess and validate the safety and functional efficacy of an indigenous probiotic strain Limosilactobacillus fermentum NCDC 400 (hereafter, LFN400) in an immunocompromised murine model. The study included four groups; a normal control (NC) group without immune suppression; an experimental model control (MC) with immune suppression induced via intraperitoneal cyclophosphamide (Cy) administration; and two MC groups orally administered with either low dose (LD) or high dose (HD) of LFN400 at dose 108 and 1010 CFU/mouse/day, respectively, for 15-days. Both control groups received normal saline as placebo control. LFN400 improved specific experimental characteristics including hematological and serum biochemical markers. Compared to MC group, LFN400-fed groups showed markedly (P < 0.05) decreased arrays of detrimental caecal enzymes. We did not observe instances of bacterial translocation of LFN400 from gut to bloodstream or extra-intestinal organs. LFN400 intake significantly (P < 0.05) enhanced spleen cell differentiation, immune and oxidative stress markers, and restored Cy-induced histopathological changes in multiple tissues, including the spleen. There was no genotoxic effect of LFN400 on bone marrow cells. Although not statistically significant, LFN400 feeding moderately increased gut microbiome diversity, supporting the growth of beneficial saccharolytic microorganisms and reducing the presence of pathobionts. The findings demonstrate that the probiotic strain LFN400 possesses in vivo safety and immunomodulatory potency and thus should be considered a potential candidate for future human clinical studies.


Asunto(s)
Ciclofosfamida , Modelos Animales de Enfermedad , Microbioma Gastrointestinal , Huésped Inmunocomprometido , Limosilactobacillus fermentum , Probióticos , Bazo , Animales , Ratones , Probióticos/administración & dosificación , Microbioma Gastrointestinal/efectos de los fármacos , Bazo/inmunología , Estrés Oxidativo , Masculino , Diferenciación Celular
4.
Pharm Res ; 41(8): 1573-1594, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39112776

RESUMEN

Extracellular vesicles (EVs) serve as an intrinsic system for delivering functional molecules within our body, playing significant roles in diverse physiological phenomena and diseases. Both native and engineered EVs are currently the subject of extensive research as promising therapeutics and drug delivery systems, primarily due to their remarkable attributes, such as targeting capabilities, biocompatibility, and low immunogenicity and mutagenicity. Nevertheless, their clinical application is still a long way off owing to multiple limitations. In this context, the Science Board of the Pharmaceuticals and Medical Devices Agency (PMDA) of Japan has conducted a comprehensive assessment to identify the current issues related to the quality and safety of EV-based therapeutic products. Furthermore, we have presented several examples of the state-of-the-art methodologies employed in EV manufacturing, along with guidelines for critical processes, such as production, purification, characterization, quality evaluation and control, safety assessment, and clinical development and evaluation of EV-based therapeutics. These endeavors aim to facilitate the clinical application of EVs and pave the way for their transformative impact in healthcare.


Asunto(s)
Vesículas Extracelulares , Control de Calidad , Humanos , Animales , Sistemas de Liberación de Medicamentos/métodos
5.
Fish Shellfish Immunol ; 150: 109569, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38641216

RESUMEN

Phlorotannins are phenolic compounds with diverse biological activities, yet their efficacy in aquatic animals currently remains unclear. This investigation scrutinized the influence of phlorotannins on the growth, immunity, antioxidant capacity, and intestinal microbiota in Litopenaeus vannamei, concurrently evaluating the potential adverse effects of phlorotannins on L. vannamei. A base diet without phlorotannins supplementation was used as a control, and 4 groups of diets with different concentrations (0, 0.5, 1.0, 2.0 g kg-1) of phlorotannins were formulated and fed to juvenile shrimp (0.25 ± 0.01 g) for 60 days followed by a 24-h challenge with Vibrio parahaemolyticus with triplicate in each group. Compared with the control, dietary 2.0 g kg-1 phlorotannins significantly improved the growth of the shrimp. The activities of enzymes related to cellular immunity, humoral immunity, and antioxidants, along with a notable upregulation in the expression of related genes, significantly increased. After V. parahaemolyticus challenge, the cumulative survival rates of the shrimp demonstrated a positive correlation with elevated concentrations of phlorotannins. In addition, the abundance of Bacteroidetes and functional genes associated with metabolism increased in phlorotannins supplementation groups. Phlorotannins did not elicit any detrimental effects on the biological macromolecules or histological integrity of the hepatopancreas or intestines. Simultaneously, it led to a significant reduction in malondialdehyde content. All results indicated that phlorotannins at concentrations of 2.0 g kg-1 can be used as safe feed additives to promote the growth, stimulate the immune response, improve the antioxidant capacity and intestinal health of L. vannamei, and an protect shrimp from damage caused by oxidative stress.


Asunto(s)
Alimentación Animal , Dieta , Suplementos Dietéticos , Microbioma Gastrointestinal , Penaeidae , Taninos , Vibrio parahaemolyticus , Animales , Penaeidae/inmunología , Penaeidae/crecimiento & desarrollo , Penaeidae/efectos de los fármacos , Penaeidae/microbiología , Alimentación Animal/análisis , Dieta/veterinaria , Microbioma Gastrointestinal/efectos de los fármacos , Taninos/farmacología , Taninos/administración & dosificación , Vibrio parahaemolyticus/fisiología , Suplementos Dietéticos/análisis , Relación Dosis-Respuesta a Droga , Distribución Aleatoria , Inmunidad Innata/efectos de los fármacos
6.
Toxicol Pathol ; 52(5): 266-283, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39193778

RESUMEN

Knee osteoarthritis (OA) poses a significant health care burden globally, necessitating innovative therapeutic approaches. CCoat, a novel poly(2-[methacryloyloxy]ethyl phosphorylcholine) (pMPC)ylated liposome device, protects the cartilage surface of the joint from mechanical wear through an entropy-favored process. Two preclinical studies were performed to explore the safety of CCoat following repeated intra-articular (IA) injections into the knee joint (i.e., femorotibial joint) in Sprague-Dawley rats. The studies involved 2 or 3 IA injections, at an interval of 2 or 3 weeks, and an observation period of 1 or 13 weeks after the last injection. Assessments included clinical, histopathological, and immunofluorescent evaluations. In study 1, no mortality or abnormal clinical signs occurred. At 1 week post last injection, histopathology revealed minimal vacuolated macrophages beneath the synovial membrane, predominantly M2-like, indicating a nonadverse response. Immunofluorescent staining supported M2-like macrophage predominance. Study 2 confirmed these findings with no systemic effects over 13 weeks. Statistical analyses indicated no significant differences in body weight, clinical pathology, or organ weights compared with controls. Results affirming the safety of pMPCylated liposomes following repeated IA injections in rat. This novel lubricant coating approach shows promise in OA therapy, with this safety assessment supporting its potential clinical application.


Asunto(s)
Liposomas , Osteoartritis de la Rodilla , Ratas Sprague-Dawley , Animales , Inyecciones Intraarticulares , Osteoartritis de la Rodilla/tratamiento farmacológico , Ratas , Masculino , Fosforilcolina/análogos & derivados , Fosforilcolina/administración & dosificación , Fosforilcolina/toxicidad , Ácidos Polimetacrílicos/química , Ácidos Polimetacrílicos/toxicidad , Ácidos Polimetacrílicos/administración & dosificación , Modelos Animales de Enfermedad , Materiales Biocompatibles/química , Femenino , Articulación de la Rodilla/efectos de los fármacos , Articulación de la Rodilla/patología
7.
Environ Res ; 248: 118327, 2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38286252

RESUMEN

Broflanilide is a newly-developed meta-diamide insecticide, proposed for the control of a wide variety of chewing pests on many crops. In view of the proposed use of broflanilide and its environmental fate, it may be exposed to consumers and non-target organisms, which adversely affect human and the environment. In this paper, a rapid, sensitive and valid UPLC-MS/MS method was established for simultaneous analysis of broflanilide and its two major metabolites, DM-8007 and S (PFP-OH)-8007, in cauliflower. Then, the dissipation behaviors and final residues of broflanilide and its two major metabolites in cauliflower from eight sites with different climatic conditions in China were studied via the described analytical method. In addition, the acute toxicity test of 9.5 % suspension concentrate of broflanilide, broflanilide standard, DM-8007 and S (PFP-OH)-8007 were conducted to non-target terrestrial organisms. Risk assessment for human and non-target terrestrial organisms in cauliflower production was evaluated based on the maximum annual application rates and intervals. The results showed that the highest residue of broflanilide detected in cauliflower samples was all lower than the corresponding MRLs (2 mg/kg) in Japan. Chronic food dietary risk estimates for broflanilide do not exceed 50 % for all the Chinese population groups. Moreover, broflanilide is of low acute toxicity to birds and earthworm, while broflanilide and its metabolites is classified as highly toxic to adult honeybees. Acute risks of broflanilide to birds and earthworms were deemed to be acceptable in a realistic worst-case scenario, while its risk to adult honeybees and ladybug was unacceptable. A protection statement for honeybees and ladybug is required to recognize the high toxicity of broflanilide on related product labels. The study will be conducive to provide guidance for the rational application of broflanilide in cauliflower production.


Asunto(s)
Benzamidas , Brassica , Fluorocarburos , Insecticidas , Residuos de Plaguicidas , Humanos , Animales , Abejas , Residuos de Plaguicidas/análisis , Espectrometría de Masas en Tándem/métodos , Cromatografía Liquida/métodos , Insecticidas/toxicidad , Medición de Riesgo
8.
Ecotoxicol Environ Saf ; 282: 116682, 2024 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-39002380

RESUMEN

The effectiveness, tolerance, and safety of pesticides must be established before their scientific or rational. This study evaluates the field control efficacy of broflanilide, tetraniliprole, and chlorantraniliprole in combating Spodoptera frugiperda in maize crops, as well as the resistance of S. frugiperda to these three diamide pesticides after exposure. By assessing field control efficiency, toxicity, effects on development and reproduction, and detoxification enzyme activity of these diamide pesticides on S. frugiperda, highlights broflanilide's significant insecticidal potential. A highly sensitive and efficient method using QuEChERS/HPLCMS/MS was developed to simultaneously detect residues of these three pesticides on maize. Initial concentrations of broflanilide, tetraniliprole, and chlorantraniliprole ranged from 2.13 to 4.02 mg/kg, with their respective half-lives varying between 1.23 and 1.51 days. Following foliar application, by the time of harvest, the terminal residue concentrations of these pesticides were all under 0.01 mg/kg. Chronic dietary intake risk assessments and cumulative chronic dietary exposure for three pesticides indicated that the general population's terminal residue concentration was within acceptable limits. Not only does this research provide valuable insights into field control efficiency, insecticidal effects, resistance, residues, and risk assessment results of broflanilide, tetraniliprole, and chlorantraniliprole on maize, but additionally, it also paves the way for setting suitable Maximum Residue Limits (MRLs) values based on pre-harvest interval values, rational dosage, and application frequency.


Asunto(s)
Insecticidas , Spodoptera , Zea mays , ortoaminobenzoatos , Spodoptera/efectos de los fármacos , Animales , Insecticidas/toxicidad , Medición de Riesgo , ortoaminobenzoatos/toxicidad , Productos Agrícolas , Residuos de Plaguicidas/toxicidad , Residuos de Plaguicidas/análisis , Diamida/toxicidad , Larva/efectos de los fármacos , Resistencia a los Insecticidas
9.
Zygote ; 32(2): 175-182, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38629180

RESUMEN

Intracytoplasmic sperm injection (ICSI) is a technique that directly injects a single sperm into the cytoplasm of mature oocytes. Here, we explored the safety of single-sperm cryopreservation applied in ICSI. This retrospective study enrolled 186 couples undergoing ICSI-assisted pregnancy. Subjects were allocated to the fresh sperm (group A)/single-sperm cryopreservation (group B) groups based on sperm type, with their clinical baseline/pathological data documented. We used ICSI-compliant sperm for subsequent in vitro fertilization and followed up on all subjects. The recovery rate/cryosurvival rate/sperm motility of both groups, the pregnancy/outcome of women receiving embryo transfer, and the delivery mode/neonatal-related information of women with successful deliveries were recorded. The clinical pregnancy rate, cumulative clinical pregnancy rate, abortion rate, ectopic pregnancy rate, premature delivery rate, live birth delivery rate, neonatal birth defect rate, and average birth weight were analyzed. The two groups showed no significant differences in age, body mass index, ovulation induction regimen, sex hormone [anti-Müllerian hormone (AMH)/follicle-stimulating hormone (FSH)/luteinizing hormone (LH)] levels, or oocyte retrieval cycles. The sperm recovery rate (51.72%-100.00%) and resuscitation rate (62.09% ± 16.67%) in group B were higher; the sperm motility in the two groups demonstrated no significant difference and met the ICSI requirements. Group B exhibited an increased fertilization rate, decreased abortion rate, and increased safety versus group A. Compared with fresh sperm, the application of single-sperm cryopreservation in ICSI sensibly improved the fertilization rate and reduced the abortion rate, showing higher safety.


Asunto(s)
Criopreservación , Índice de Embarazo , Inyecciones de Esperma Intracitoplasmáticas , Motilidad Espermática , Espermatozoides , Humanos , Inyecciones de Esperma Intracitoplasmáticas/métodos , Femenino , Criopreservación/métodos , Masculino , Embarazo , Adulto , Estudios Retrospectivos , Espermatozoides/fisiología , Preservación de Semen/métodos , Resultado del Embarazo , Transferencia de Embrión/métodos , Fertilización In Vitro/métodos
10.
Int J Toxicol ; 43(4): 368-376, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38501993

RESUMEN

In a 3-month toxicity study in cynomolgus monkeys at a European contract laboratory, animals were infected with HAV, initially resulting in hepatic injury being incorrectly attributed to the test compound. Elevated serum ALT/AST/GLDH (5- to 10-fold) were noted in individual animals from all groups including controls, with no apparent dose, exposure, or time-related relationship. Liver histopathology revealed minimal to slight inflammatory cell accumulation in periportal zones of most animals, and minimal to slight hepatocyte degeneration/necrosis in 10/42 animals from all groups. As these findings were more pronounced in 6 drug-treated animals, including 2/6 in the low dose group, the draft report concluded: "treatment-related hepatotoxicity at all dose levels precluded determination of a NOAEL." However, the unusual pattern of hepatotoxicity suggested a factor other than drug exposure might have caused the hepatic effects. Therefore, snap-frozen liver samples were tested for hepatitis viruses using a PCR method. Tests for hepatitis B, C, and E virus were negative; however, 20/42 samples were positive for hepatitis A virus (HAV). Infection was strongly associated with increased serum ALT/GLDH, and/or hepatocyte degeneration/necrosis. Re-evaluation of the study in light of these data concluded that the hepatic injury was not drug-related. A subsequent 6-month toxicology study in HAV-vaccinated cynomolgus monkeys confirmed the absence of hepatotoxicity. Identification of HAV infection supported progression of the drug candidate into later clinical trials. Although rarely investigated, subclinical HAV infection has occasionally been reported in laboratory primates, including those used for toxicology studies and it may be more prevalent than the literature indicates.


Asunto(s)
Hepatitis A , Hígado , Macaca fascicularis , Animales , Masculino , Hígado/efectos de los fármacos , Hígado/patología , Femenino , Virus de la Hepatitis A/efectos de los fármacos , Enfermedad Hepática Inducida por Sustancias y Drogas , Alanina Transaminasa/sangre , Pruebas de Toxicidad
11.
Ren Fail ; 46(2): 2409353, 2024 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-39351796

RESUMEN

BACKGROUND: Few clinical studies compare the long-term remission, relapse, and safety of rituximab (RTX) or a combination of intermittent intravenous infusion of cyclophosphamide (CTX) and oral corticosteroid for primary membranous nephropathy (PMN) patients. METHODS: We collected multicenter retrospective data on PMN patients with nephrotic syndrome who received RTX or intermittent intravenous CTX with oral corticosteroids between 1 January 2019 and 31 January 2024. Patients were followed up until two years after receiving immunotherapy. The primary outcomes were a composite of complete or partial remission rates at 6, 12, and 24 months. The secondary outcomes were the relapse and safety evaluation. RESULTS: Forty patients treated with RTX and 27 with the CTX regime were available for analysis. No significant difference in the remission rate at 6, 12, or 24 months was observed between the two groups (p > .05). Kaplan-Meier's survival analysis showed that the relapse-free cumulative survival rate of the RTX group was superior to that of the CTX group (p = .023). Compared with baseline, both the media of urine protein and serum albumin levels in the two groups showed a significant improvement at 6 months and maintained through to the second year. No significant difference in the occurrence of total side effects between the two groups (p = .160). CONCLUSIONS: There was no difference in remission rates and safety between RTX versus intermittent intravenous CTX combined with oral corticosteroid treatment for patients with PMN within 2 years. RTX appeared to have benefits in terms of prolonging relapse-free survival.


Asunto(s)
Ciclofosfamida , Quimioterapia Combinada , Glomerulonefritis Membranosa , Inmunosupresores , Rituximab , Humanos , Rituximab/administración & dosificación , Rituximab/uso terapéutico , Rituximab/efectos adversos , Estudios Retrospectivos , Masculino , Glomerulonefritis Membranosa/tratamiento farmacológico , Ciclofosfamida/administración & dosificación , Ciclofosfamida/uso terapéutico , Ciclofosfamida/efectos adversos , Femenino , Persona de Mediana Edad , Adulto , Inmunosupresores/administración & dosificación , Inmunosupresores/uso terapéutico , Corticoesteroides/administración & dosificación , Corticoesteroides/uso terapéutico , Inducción de Remisión , Resultado del Tratamiento , Recurrencia , Infusiones Intravenosas , Estimación de Kaplan-Meier , Anciano
12.
Sensors (Basel) ; 24(14)2024 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-39065990

RESUMEN

During the operation of fabricated small box girder bridges, which face safety issues such as structural degradation and failure, there is an urgent need to propose a safety evaluation method to cope with the possible risks. This article quantitatively evaluates the safety state of a fabricated small box girder bridge in Wuhan City based on Fuzzy Analytic Hierarchy Process (FAHP) and structural health monitoring (SHM) data. Firstly, the FAHP model is established, and stress, deformation, and temperature are selected as evaluation factors. The safety thresholds of stress and deformation are determined by combining the industry specifications and the historical statistical patterns of the massive SHM data. The temperature field of the bridge is simulated and analyzed by combining ANSYS, HYPERMESH, and TAITHREM, and the most unfavorable temperature gradient is determined as a threshold for the safety evaluation. Finally, the scores of indexes of the bridge are determined based on the measured SHM data, which in turn provides a quantitative description of the safety state. The results show that the thresholds determined by the joint industry specifications and the massive SHM data are reasonable; the temperature field simulation model established in this article is consistent with the measured results, and can accurately determine the temperature gradient of the bridge. The safety evaluation result from the FAHP model is the same as the field test results, which verifies the effectiveness and applicability of the proposed method to actual bridge projects.

13.
Sensors (Basel) ; 24(14)2024 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-39066136

RESUMEN

The delivery market in Republic of Korea has experienced significant growth, leading to a surge in motorcycle-related accidents. However, there is a lack of comprehensive data collection systems for motorcycle safety management. This study focused on designing and implementing a foundational data collection system to monitor and evaluate motorcycle driving behavior. To achieve this, eleven risky behaviors were defined, identified using image-based, GIS-based, and inertial-sensor-based methods. A motorcycle-mounted sensing device was installed to assess driving, with drivers reviewing their patterns through an app and all data monitored via a web interface. The system was applied and tested using a testbed. This study is significant as it successfully conducted foundational data collection for motorcycle safety management and designed and implemented a system for monitoring and evaluation.

14.
Altern Lab Anim ; 52(3): 166-176, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38626463

RESUMEN

The Korean Center for the Validation of Alternative Methods (KoCVAM), which promotes the Three Rs principles and the use of alternative methods in Korea, has been operating within the Toxicological Screening and Testing Division of the Ministry of Food and Drug Safety (MFDS) since 2009. KoCVAM has exchanged opinions and information on the development and validation of non-animal alternative test methods as part of the International Cooperation on Alternative Test Methods (ICATM), and provided input into draft OECD Test Guidelines (TGs). Several Korean laws (e.g. the Cosmetics Act) encourage the use of alternative test methods for chemical testing and assessment. To promote and support the use of alternative test methods in the country, KoCVAM has published information and provided training on the national guidelines, which are based on the OECD TGs. In addition, KoCVAM has held annual training workshops on alternative test methods, to help Korean research institutions (including GLP test facilities) to implement them. In addition, by helping to develop and validate alternative test methods that were adopted in OECD TG 442B, TG 492 and TG 439, KoCVAM has contributed to the enhanced competitiveness of Korean industry on the worldwide stage.


Asunto(s)
Alternativas a las Pruebas en Animales , República de Corea , Alternativas a las Pruebas en Animales/métodos , Animales , Guías como Asunto
15.
Int J Mol Sci ; 25(8)2024 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-38674100

RESUMEN

The accurate prediction of adverse drug reactions (ADRs) is essential for comprehensive drug safety evaluation. Pre-trained deep chemical language models have emerged as powerful tools capable of automatically learning molecular structural features from large-scale datasets, showing promising capabilities for the downstream prediction of molecular properties. However, the performance of pre-trained chemical language models in predicting ADRs, especially idiosyncratic ADRs induced by marketed drugs, remains largely unexplored. In this study, we propose MoLFormer-XL, a pre-trained model for encoding molecular features from canonical SMILES, in conjunction with a CNN-based model to predict drug-induced QT interval prolongation (DIQT), drug-induced teratogenicity (DIT), and drug-induced rhabdomyolysis (DIR). Our results demonstrate that the proposed model outperforms conventional models applied in previous studies for predicting DIQT, DIT, and DIR. Notably, an analysis of the learned linear attention maps highlights amines, alcohol, ethers, and aromatic halogen compounds as strongly associated with the three types of ADRs. These findings hold promise for enhancing drug discovery pipelines and reducing the drug attrition rate due to safety concerns.


Asunto(s)
Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Humanos , Aprendizaje Profundo , Modelos Químicos , Rabdomiólisis/inducido químicamente , Síndrome de QT Prolongado/inducido químicamente
16.
Int J Mol Sci ; 25(1)2024 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-38203838

RESUMEN

Bacillus species isolated from Polish bee pollen (BP) and bee bread (BB) were characterized for in silico probiotic and safety attributes. A probiogenomics approach was used, and in-depth genomic analysis was performed using a wide array of bioinformatics tools to investigate the presence of virulence and antibiotic resistance properties, mobile genetic elements, and secondary metabolites. Functional annotation and Carbohydrate-Active enZYmes (CAZYme) profiling revealed the presence of genes and a repertoire of probiotics properties promoting enzymes. The isolates BB10.1, BP20.15 (isolated from bee bread), and PY2.3 (isolated from bee pollen) genome mining revealed the presence of several genes encoding acid, heat, cold, and other stress tolerance mechanisms, adhesion proteins required to survive and colonize harsh gastrointestinal environments, enzymes involved in the metabolism of dietary molecules, antioxidant activity, and genes associated with the synthesis of vitamins. In addition, genes responsible for the production of biogenic amines (BAs) and D-/L-lactate, hemolytic activity, and other toxic compounds were also analyzed. Pan-genome analyses were performed with 180 Bacillus subtilis and 204 Bacillus velezensis genomes to mine for any novel genes present in the genomes of our isolates. Moreover, all three isolates also consisted of gene clusters encoding secondary metabolites.


Asunto(s)
Bacillus , Própolis , Abejas , Polonia , Bacillus/genética , Bacillus subtilis , Polen/genética
17.
J Sci Food Agric ; 104(4): 2030-2037, 2024 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-37910399

RESUMEN

BACKGROUND: Ochratoxin A (OTA) is a mycotoxin that contaminates grape-based products and is extremely harmful to the health of the host. It is effectively removed by yeast during the fermentation of wine, whereas the removal mechanism of OTA remains unclear. Therefore, the present study aimed to investigate the removal mechanism of ochratoxin A by yeast and to evaluate the safety of its degradation products. RESULTS: Cryptococcus albidus (20-G) with better effect on ochratoxin A (OTA) was screened out in the main fermentation stage of wine. The results showed that 20-G removed OTA through biosorption and biodegradation. Intracellular enzymes played the main role (18.44%) and yeast cell walls adsorbed a small amount of OTA (8.44%). Furthermore, the identification of proteins in 20-G revealed that the decrease in OTA content was mainly a result of the action of peroxidase, and validation tests were carried out. By analyzing the degradation products of OTA, OTα and phenylalanine with lower toxicity were obtained. Animal experiments showed that the intervention of yeast 20-G reduced the damage and adverse effects caused by OTA toxicity to the mice. CONCLUSION: The present study demonstrates the mechanism of OTA removal by 20-G and the toxicity of OTA was reduced by peroxidase in 20-G. © 2023 Society of Chemical Industry.


Asunto(s)
Basidiomycota , Ocratoxinas , Vino , Animales , Ratones , Vino/análisis , Saccharomyces cerevisiae/metabolismo , Contaminación de Alimentos/análisis , Ocratoxinas/análisis , Peroxidasas/metabolismo
18.
Crit Rev Food Sci Nutr ; : 1-17, 2023 Dec 18.
Artículo en Inglés | MEDLINE | ID: mdl-38108665

RESUMEN

Mycotoxins are secondary metabolites produced by fungi in food and feed, which can cause serious health problems. Bioenzymatic degradation is gaining increasing popularity due to its high specificity, gentle degradation conditions, and environmental friendliness. We reviewed recently reported biosynthetic mycotoxin-degrading enzymes, traditional and novel expression systems, enzyme optimization strategies, food and feed applications, safety evaluation of both degrading enzymes and degradation products, and commercialization potentials. Special emphasis is given to the novel expression systems, advanced optimization strategies, and safety considerations for industrial use. Over ten types of recombinases such as oxidoreductase and hydrolase have been studied in the enzymatic hydrolysis of mycotoxins. Besides traditional expression system of Escherichia coli and yeasts, these enzymes can also be expressed in novel systems such as Bacillus subtilis and lactic acid bacteria. To meet the requirements of industrial applications in terms of degradation efficacy and stability, genetic engineering and computational tools are used to optimize enzymatic expression. Currently, registration and technical difficulties have restricted commercial application of mycotoxin-degrading enzymes. To overcome these obstacles, systematic safety evaluation of both biosynthetic enzymes and their degradation products, in-depth understanding of degradation mechanisms and a comprehensive evaluation of their impact on food and feed quality are urgently needed.

19.
Crit Rev Food Sci Nutr ; : 1-10, 2023 Feb 06.
Artículo en Inglés | MEDLINE | ID: mdl-36744615

RESUMEN

Human milk oligosaccharides (HMOs), which are a group of complex carbohydrates highly abundant in human milk, have been recognized as critical functional biomolecules for infant health. Lacto-N-tetraose (LNT) is one of the most abundant HMO members and the most dominant core structure of HMO. The promising physiological effects of LNT have been well documented, including prebiotic property, antiadhesive antimicrobial activity, and antiviral effect. Its safety has been evaluated and it has been commercially added to infant formula as a functional ingredient. Because of great commercial importance of LNT, increasing attention has been paid to its highly efficient biological production. In particular, microbial synthesis based on metabolic engineering displays obvious advantages in large-scale production of LNT. This review contains important information about the recent progress in physiological effects, safety evaluation, and biosynthesis of LNT.

20.
J Biopharm Stat ; 33(4): 466-475, 2023 Jul 04.
Artículo en Inglés | MEDLINE | ID: mdl-36717961

RESUMEN

Interpretation of safety data for clinical trials that were ongoing at the onset of the COVID-19 pandemic or were started subsequent to the beginning of the pandemic may be affected in a variety of ways. Pandemic-related issues can influence the extent of study participation and introduce data collection gaps. A SARS-CoV-2 infection among study subjects as a post-randomization event may introduce a number of confounding factors that can alter the frequency of adverse events, in some cases appearing as an increase in the frequency of an adverse event associated with a study drug relative to a comparator. The authors discuss clinical challenges and statistical concerns, specifically the estimand framework, including examples for consideration, to address these challenges in safety evaluation wrought by the COVID-19 pandemic. Our aim is to shed light on the importance of starting an early dialogue among the drug development team on the evaluation of safety, critical for benefit-risk evaluation throughout the drug development process.


Asunto(s)
COVID-19 , Humanos , Pandemias , SARS-CoV-2 , Medición de Riesgo
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