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1.
Anim Genet ; 55(4): 692-696, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38742646

RESUMO

Split paw pad disease is a scarcely defined phenotype characterized by skin lesions on the paw pads of dogs. We studied a family of German Shepherd dogs, in which four dogs developed intermittent paw pad lesions and lameness. The paw pads of two of the affected dogs were biopsied and demonstrated cleft formation in the stratum spinosum and stratum corneum, the outermost layers of the epidermis. Whole genome sequencing data from an affected dog revealed a private heterozygous 18 bp in frame deletion in the KRT5 gene. The deletion NM_001346035.1:c.988_1005del or NP_001332964.1:p.(Asn330_Asp335del) is predicted to lead to a loss of six amino acids in the L12 linker domain of the encoded keratin 5. KRT5 variants in human patients lead to various subtypes of epidermolysis bullosa simplex (EBS). Localized EBS is the mildest of the KRT5-related human diseases and may be caused by variants affecting the L12 linker domain of keratin 5. We therefore think that the detected KRT5 deletion in dogs represents a candidate causal variant for the observed skin lesions in dogs. However, while the clinical phenotype of KRT5-mutant dogs of this study closely resembles human patients with localized EBS, there are differences in the histopathology. EBS is defined by cleft formation within the basal layer of the epidermis while the cleft formation in the dogs described herein occurred in the outermost layers, a hallmark of split paw pad disease. Our study provides a basis for further studies into the exact relation of split paw pad disease and EBS.


Assuntos
Doenças do Cão , Epidermólise Bolhosa Simples , Queratina-5 , Animais , Cães , Queratina-5/genética , Doenças do Cão/genética , Epidermólise Bolhosa Simples/genética , Epidermólise Bolhosa Simples/veterinária , Epidermólise Bolhosa Simples/patologia , Deleção de Sequência , Fenótipo , Masculino , Linhagem , Feminino
2.
J Phycol ; 59(2): 356-369, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36690599

RESUMO

Dunaliella tertiolecta RCC6 was cultivated indoors in glass bubble column photobioreactors operated under batch and semi-continuous regimens and using two different conditions of light and temperature. Biomass was harvested by centrifugation, frozen, and then lyophilized. The soluble material was obtained by sequential extraction of the lyophilized biomass with solvents with a gradient of polarity (hexane, ethyl acetate, and methanol) and its metabolic composition was investigated through nuclear magnetic resonance (NMR) spectroscopy. The effect of light on chlorophyll biosynthesis was clearly shown through the relative intensities of the 1 H NMR signals due to pheophytins. The highest signal intensity was observed for the biomasses obtained at lower light intensity, resulting in a lower light availability per cell. Under high temperature and light conditions, the 1 H NMR spectra of the hexane extracts showed an incipient accumulation of triacylglycerols. In these conditions and under semi-continuous regimen, an enhancement of ß-carotene and sterols production was observed. The antibacterial and antibiofilm activities of the extracts were also tested. Antibacterial activity was not detected, regardless of culture conditions. In contrast, the minimal biofilm inhibitory concentrations (MBICs) against Escherichia coli for the hexane extract obtained under semi-continuous regimen using high temperature and irradiance conditions was promising.


Assuntos
Clorofíceas , Hexanos , Antibacterianos/farmacologia , Biofilmes
3.
J Infect Dis ; 225(8): 1452-1459, 2022 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-33668071

RESUMO

BACKGROUND: The optimal method for delivering phages in the context of ventilator-associated pneumonia (VAP) is unknown. In the current study, we assessed the utility of aerosolized phages (aerophages) for experimental methicillin-resistant Staphylococcus aureus (MRSA) pneumonia. METHODS: Rats were ventilated for 4 hours before induction of pneumonia. Animals received one of the following: (1) aerophages; (2) intravenous (IV) phages; (3) a combination of IV and aerophages; (4) IV linezolid; or (5) a combination of IV linezolid and aerophages. Phages were administered at 2, 12, 24, 48, and 72 hours, and linezolid was administered at 2, 12, 24, 36, 48, 60, and 72 hours. The primary outcome was survival at 96 hours. Secondary outcomes were bacterial and phage counts in tissues and histopathological scoring of the lungs. RESULTS: Aerophages and IV phages each rescued 50% of animals from severe MRSA pneumonia (P < .01 compared with placebo controls). The combination of aerophages and IV phages rescued 91% of animals, which was higher than either monotherapy (P < .05). Standard-of-care antibiotic linezolid rescued 38% of animals. However, linezolid and aerophages did not synergize in this setting (55% survival). CONCLUSIONS: Aerosolized phage therapy showed potential for the treatment of MRSA pneumonia in an experimental animal model and warrants further investigation for application in humans.


Assuntos
Bacteriófagos , Staphylococcus aureus Resistente à Meticilina , Pneumonia Estafilocócica , Pneumonia Associada à Ventilação Mecânica , Animais , Linezolida/uso terapêutico , Pneumonia Estafilocócica/microbiologia , Pneumonia Associada à Ventilação Mecânica/tratamento farmacológico , Ratos
4.
Mar Drugs ; 19(12)2021 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-34940674

RESUMO

Lipids are one of the primary metabolites of microalgae and cyanobacteria, which enrich their utility in the pharmaceutical, feed, cosmetic, and chemistry sectors. This work describes the isolation, structural elucidation, and the antibiotic and antibiofilm activities of diverse lipids produced by different microalgae and cyanobacteria strains from two European collections (ACOI and LEGE-CC). Three microalgae strains and one cyanobacteria strain were selected for their antibacterial and/or antibiofilm activity after the screening of about 600 strains carried out under the NoMorFilm European project. The total organic extracts were firstly fractionated using solid phase extraction methods, and the minimum inhibitory concentration and minimal biofilm inhibitory concentration against an array of human pathogens were determined. The isolation was carried out by bioassay-guided HPLC-DAD purification, and the structure of the isolated molecules responsible for the observed activities was determined by HPLC-HRESIMS and NMR methods. Sulfoquinovosyldiacylglycerol, monogalactosylmonoacylglycerol, sulfoquinovosylmonoacylglycerol, α-linolenic acid, hexadeca-4,7,10,13-tetraenoic acid (HDTA), palmitoleic acid, and lysophosphatidylcholine were found among the different active sub-fractions selected. In conclusion, cyanobacteria and microalgae produce a great variety of lipids with antibiotic and antibiofilm activity against the most important pathogens causing severe infections in humans. The use of these lipids in clinical treatments alone or in combination with antibiotics may provide an alternative to the current treatments.


Assuntos
Antibacterianos/farmacologia , Biofilmes/efeitos dos fármacos , Cianobactérias , Lipídeos/farmacologia , Microalgas , Animais , Antibacterianos/química , Organismos Aquáticos , Lipídeos/química , Testes de Sensibilidade Microbiana , Staphylococcus aureus/efeitos dos fármacos
5.
Biofouling ; 36(7): 846-861, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32972252

RESUMO

Catheter-related urinary tract infections are one of the most common biofilm-associated diseases. Within biofilms, bacteria cooperate, compete, or have neutral interactions. This study aimed to investigate the interactions in polymicrobial biofilms of Klebsiella pneumoniae and Enterococcus faecalis, two of the most common uropathogens. Although K. pneumoniae was the most adherent strain, it could not maintain dominance in the polymicrobial biofilm due to the lactic acid produced by E. faecalis in a glucose-enriched medium. This result was supported by the use of E. faecalis V583 ldh-1/ldh-2 double mutant (non-producer of lactic acid), which did not inhibit the growth of K. pneumoniae. Lyophilized cell-free supernatants obtained from E. faecalis biofilms also showed antimicrobial/anti-biofilm activity against K. pneumoniae. Conversely, there were no significant differences in planktonic polymicrobial cultures. In summary, E. faecalis modifies the pH by lactic acid production in polymicrobial biofilms, which impairs the growth of K. pneumoniae.


Assuntos
Biofilmes , Enterococcus faecalis , Glucose , Klebsiella pneumoniae , Enterococcus faecalis/crescimento & desenvolvimento , Klebsiella pneumoniae/crescimento & desenvolvimento , Plâncton
8.
Artigo em Inglês | MEDLINE | ID: mdl-28373187

RESUMO

The aim of this in vivo study was to compare the efficacy of vancomycin at standard doses (VAN-SD) to that of VAN at adjusted doses (VAN-AD) in achieving a VAN area under the curve/MIC ratio (AUC/MIC) of ≥400 against three methicillin-resistant Staphylococcus aureus (MRSA) strains with different microdilution VAN MICs in an experimental endocarditis model. The valve vegetation bacterial counts after 48 h of VAN therapy were compared, and no differences were observed between the two treatment groups for any of the three strains tested. Overall, for VAN-SD and VAN-AD, the rates of sterile vegetations were 15/45 (33.3%) and 21/49 (42.8%) (P = 0.343), while the medians (interquartile ranges [IQRs]) for log10 CFU/g of vegetation were 2 (0 to 6.9) and 2 (0 to 4.5) (P = 0.384), respectively. In conclusion, this VAN AUC/MIC pharmacodynamic target was not a good predictor of vancomycin efficacy in MRSA experimental endocarditis.


Assuntos
Endocardite/tratamento farmacológico , Staphylococcus aureus Resistente à Meticilina/efeitos dos fármacos , Staphylococcus aureus Resistente à Meticilina/patogenicidade , Vancomicina/uso terapêutico , Animais , Antibacterianos/uso terapêutico , Farmacoeconomia , Endocardite Bacteriana/tratamento farmacológico , Humanos , Testes de Sensibilidade Microbiana , Coelhos
10.
Antimicrob Agents Chemother ; 59(8): 4662-8, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26014933

RESUMO

Fluoroquinolones are among the drugs most extensively used for the treatment of bacterial infections in human and veterinary medicine. Resistance to quinolones can be chromosome or plasmid mediated. The chromosomal mechanism of resistance is associated with mutations in the DNA gyrase- and topoisomerase IV-encoding genes and mutations in regulatory genes affecting different efflux systems, among others. We studied the role of the acquisition of a mutation in the gyrA gene in the virulence and protein expression of uropathogenic Escherichia coli (UPEC). The HC14366M strain carrying a mutation in the gyrA gene (S83L) was found to lose the capacity to cause cystitis and pyelonephritis mainly due to a decrease in the expression of the fimA, papA, papB, and ompA genes. The levels of expression of the fimA, papB, and ompA genes were recovered on complementing the strain with a plasmid containing the gyrA wild-type gene. However, only a slight recovery was observed in the colonization of the bladder in the GyrA complement strain compared to the mutant strain in a murine model of ascending urinary tract infection. In conclusion, a mutation in the gyrA gene of uropathogenic E. coli reduced the virulence of the bacteria, likely in association with the effect of DNA supercoiling on the expression of several virulence factors and proteins, thereby decreasing their capacity to cause cystitis and pyelonephritis.


Assuntos
DNA Girase/genética , DNA Bacteriano/genética , Proteínas de Escherichia coli/genética , Mutação/genética , Escherichia coli Uropatogênica/genética , Fatores de Virulência/genética , Virulência/genética , Animais , Antibacterianos/farmacologia , Cistite/microbiologia , DNA Topoisomerase IV/genética , Infecções por Escherichia coli/tratamento farmacológico , Infecções por Escherichia coli/microbiologia , Feminino , Fluoroquinolonas/farmacologia , Camundongos , Plasmídeos/genética , Infecções Urinárias/tratamento farmacológico , Infecções Urinárias/microbiologia , Escherichia coli Uropatogênica/efeitos dos fármacos
11.
J Clin Microbiol ; 53(5): 1745-7, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25740771

RESUMO

The virulence markers and the antimicrobial resistance profiles of 78 Escherichia coli isolates causing obstetric infections accompanied by sepsis or not were studied. Adhesion-related virulence factors were the most prevalent markers. Low rates of resistance to the antimicrobial agents used as first-line therapy suggest their correct implementation in stewardship guidelines.


Assuntos
Farmacorresistência Bacteriana , Infecções por Escherichia coli/microbiologia , Escherichia coli/efeitos dos fármacos , Escherichia coli/patogenicidade , Complicações Infecciosas na Gravidez/microbiologia , Infecções do Sistema Genital/microbiologia , Fatores de Virulência/genética , Escherichia coli/isolamento & purificação , Feminino , Humanos , Testes de Sensibilidade Microbiana , Gravidez , Infecções do Sistema Genital/complicações , Sepse/microbiologia
12.
J Antimicrob Chemother ; 69(7): 1815-24, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24706735

RESUMO

OBJECTIVES: To investigate the potential relationship between quinolone resistance and biofilm production in a collection of Salmonella enterica clinical isolates and in S. enterica serovar Typhimurium serial mutants with increasing resistance to ciprofloxacin. METHODS: Nalidixic acid susceptibility and biofilm formation were assessed in a collection of 122 S. enterica clinical isolates. An in vitro quinolone-resistant mutant, 59-64, was obtained from a biofilm-producing and quinolone-susceptible clinical isolate, 59-wt, in a multistep selection process after increasing ciprofloxacin concentrations. The quinolone resistance mechanisms [target gene and multidrug resistance (MDR) regulatory mutations, MICs of several antibiotics, cell envelope protein analysis, real-time PCR and ciprofloxacin accumulation] were characterized for mutant strains. In addition, analysis of fitness, biofilm formation, rdar morphotype and expression of biofilm-related genes by real-time PCR were also determined. RESULTS: Nalidixic acid-susceptible S. enterica strains were more prevalent in producing biofilm than the resistant counterparts. Strain 59-64 acquired five target gene mutations and showed an MDR phenotype. AcrAB and acrF overexpression were ruled out, whereas TolC did show increased expression in 59-64, which, in addition, accumulated less ciprofloxacin. Consistently, increased ramA expression was seen in 59-64 and attributed to a mutation within its promoter. Reduced biofilm production related to diminished csgB expression as well as reduced fitness was seen for 59-64, which was unable to form the rdar morphotype. CONCLUSIONS: Quinolone resistance acquisition may be associated with decreased production of biofilm due to lower csgB expression. Efflux, biofilm production and fitness seem to be interrelated.


Assuntos
Antibacterianos/farmacologia , Biofilmes/crescimento & desenvolvimento , Farmacorresistência Bacteriana , Quinolonas/farmacologia , Salmonella typhimurium/efeitos dos fármacos , Salmonella typhimurium/fisiologia , Proteínas de Bactérias/análise , Ciprofloxacina/farmacologia , Perfilação da Expressão Gênica , Humanos , Testes de Sensibilidade Microbiana , Mutação , Ácido Nalidíxico/farmacologia , Reação em Cadeia da Polimerase em Tempo Real , Infecções por Salmonella/microbiologia , Salmonella typhimurium/isolamento & purificação , Seleção Genética , Inoculações Seriadas
13.
J Zoo Wildl Med ; 45(1): 100-9, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24712168

RESUMO

Renal infection with flagellated protozoa was retrospectively evaluated in 29 reptiles, including 12 turtles, 7 tortoises, and 6 chameleons; overall, 20 species of reptiles were represented. Most cases presented with nonspecific clinical signs or a combination of several concurrent diseases. Nineteen of 29 reptiles had tubulointerstitial nephritis associated with flagellates, and this lesion was considered contributory to death in 15 cases, although concurrent diseases were frequent. Infection was invasive into the renal interstitium in three reptiles due to tubular rupture and in one chameleon also spread to adjacent tissues, coelomic cavity, and blood vessels due to renal rupture. Cytologic or ultrastructural evaluation of trophozoites in two cases was consistent with diplomonad flagellates. Renal disease was often complicated with soft-tissue mineralization and/or gout. Gastrointestinal and cloacal infection with flagellates and inflammation were frequent in reptiles in which the digestive tract was available for histopathologic examination, and this supports the possibility of infections ascending the urinary tract from the cloaca. Renal disease associated with flagellate protozoa is rare in vertebrates but appears to be relevant in reptiles, particularly chelonians and chameleons.


Assuntos
Infecções Protozoárias em Animais/parasitologia , Répteis , Infecções Urinárias/veterinária , Animais , Feminino , Masculino , Infecções Protozoárias em Animais/patologia , Estudos Retrospectivos , Infecções Urinárias/parasitologia
14.
J Inorg Biochem ; 262: 112735, 2024 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-39278055

RESUMO

A series of (C^S)-cyclometallated Au(III) cationic complexes of general formula [Au(dppta)(dtc)]+, [Au(dppta)(azmtd)]+ and [Au(dppta)(azc)Cl]+ (dppta = N,N-diisopropyl-P,P-diphenylphosphinothioic amide-κ2C,S; dtc = dithiocarbamate-κ2S,S'; azc = azolium-2-dithiocarboxylate-κ1S; azmdt = azol(in)ium-2-(methoxy)methanedithiol-κ2S,S') were synthetized and tested against a panel of bacterial strains belonging to different Gram-positive and Gram-negative species of the ESKAPE group of pathogens. Among the tested compounds, complex 4c had the higher Therapeutic Index (TI) against multidrug resistant strains of S. aureus, S. epidermidis and A. baumannii, showing a more favourable cytotoxicity profile than the reference gold metalloantibiotic Auranofin. © 2024 xxxxxxxx. Hosting by Elsevier B.V. All rights reserved.

15.
Emotion ; 2024 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-39347746

RESUMO

Positive reappraisal has been shown to be a generally effective emotion regulation strategy associated with multiple indices of greater psychological functioning. There are, however, some emotion-eliciting events, such as discrimination, that may not lend themselves to favorable alternative interpretations or which have relatively fewer affordances. In such instances, a reappraisal strategy could lose its effectiveness. We conducted an experimental test of this hypothesized ineffectiveness of positive reappraisal within a discriminatory context. Participants were 404 Black and Latine college students randomly assigned to imagine being the recipient of a rude or discriminatory comment and immediately afterward were asked to either ruminate about or positively reappraise the event. Overall, positive reappraisal was more effective than rumination in downregulating anxiety and anger. However, a single-df contrast test revealed that positive reappraisal in response to the rude comment was significantly more effective in reducing anxiety relative to the other three conditions (average of positive reappraisal of the discriminatory comment or rumination to either the rude or discriminatory comment). Additional analyses also showed that oppressed minority ideology (OMI) moderated the utility of anger regulation such that, for those lower on OMI, positive reappraisal was most effective in regulating anger in response to discrimination (compared to all other conditions), but among those higher on OMI, rumination and reappraisal to discrimination were equally effective. Results suggest that the effectiveness of positive reappraisal is lessened in a discrimination context and that more robust strategies may be needed to deal with the emotional fallout from this unique stressor. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

16.
Animals (Basel) ; 14(7)2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38612342

RESUMO

Soft tissue tumors/sarcomas (STSs) in felines, encompassing a variety of mesenchymal tumors with similar histomorphological features, present diagnostic challenges due to their diverse cellular origins and the overlap with other tumor types such as feline sarcoid. This study aimed to delineate the clinical, histomorphological, and immunohistochemical characteristics of 34 feline facial spindle cell tumors affecting 29 cats, including testing for bovine papillomavirus type 14 (BPV14), the virus causing feline sarcoids. Only five out of 12 tumors previously diagnosed as feline sarcoids based on histomorphology were confirmed by PCR for BPV14, underscoring the importance of comprehensive diagnostic approaches to accurately distinguish between STSs and feline sarcoids. This study shows that most facial spindle cell tumors were compatible with peripheral nerve sheath tumors (PNSTs) based on positive immunohistochemical staining for Sox10 and other immunohistochemical markers such as GFAP, NSE, and S100. Some of these tumors displayed as multiple independent masses on the face or as erosive and ulcerative lesions without obvious mass formation, an atypical presentation and an important highlight for general practitioners, dermatologists, and oncologists. This study also describes periadnexal whorling of neoplastic cells as a novel histomorphologic finding in feline facial PNSTs and emphasizes Sox10 as a useful complementary immunohistochemical marker for the diagnosis of facial PNST in cats, providing valuable insights for veterinary pathologists.

17.
Dalton Trans ; 53(36): 15205-15214, 2024 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-39221630

RESUMO

A novel lipoformulation was developed by encapsulating cationic (S^C)-cyclometallated gold(III) complex [Au(dppta)(N2Py-PZ-dtc)]+ (AuPyPZ) in liposomes. The liposomal form of compound AuPyPZ has a bactericidal action similar to that of the free drug without any appreciable effect on the viability of mammalian cells. Furthermore, the nanoformulation reduces metalloantibiotic-induced inhibition of hERG and the inhibition of cytochromes, significantly decreasing the potential liabilities of the metallodrug. The obtained metalloantibiotic liposomal formulation shows high stability and suitable properties for drug delivery, representing an effective strategy to fight against drug-resistant bacteria.


Assuntos
Antibacterianos , Ouro , Lipossomos , Testes de Sensibilidade Microbiana , Lipossomos/química , Antibacterianos/química , Antibacterianos/farmacologia , Antibacterianos/síntese química , Ouro/química , Ouro/farmacologia , Humanos , Farmacorresistência Bacteriana/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Compostos Organoáuricos/química , Compostos Organoáuricos/farmacologia , Compostos Organoáuricos/síntese química , Complexos de Coordenação/química , Complexos de Coordenação/farmacologia , Complexos de Coordenação/síntese química
18.
Sci Total Environ ; 912: 168752, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-37992831

RESUMO

Maërl habitats are composed of coralline red algae species that can live freely rolling on the seabed and forming nodules, the so-called rhodoliths, or incrusted forming coralligenous habitats. Maërl habitats are generally distributed in the Mediterranean at a depth of between 30 m and 70 m and are considered one of the most emblematic Mediterranean seabeds. In the present study, the complex structure of maërl habitats was investigated to i) characterise the relief features and classify the different sediments, ii) to estimate the abundance of the coralline red algae (both rhodoliths and encrusting ones) and iii) to analyse the biodiversity of the species inhabiting the habitat. Data were obtained from an approximately 11 km-long transect, using non-intrusive sampling methods, integrating information from video images collected using the Remotely Operated Vehicle LIROPUS (IEO_CSIC), and multibeam bathymetry and backscatter data. Video images were used to reconstruct (using GIS) the habitat structure and characteristics. Throughout the transect, a strong relationship between habitat characteristics and the effect of trawling activity and the geomorphology of the studied area was observed. The closed area to fishing activity showed a high abundance of rhodoliths in well-structured megaripples reliefs. Contrarily, the areas affected by fishing showed an important destructuring of the relief with a low density of rhodoliths. Last, the muddy bottoms showed areas with no characteristic features and no rhodoliths. All this information has allowed to reconstruct the maërl habitat in the Blanes continental shelf (NW Mediterranean) and analyse the fragmentation of the assemblages seen in the video to assess its good environmental status (GES), and finally to identify the level of ecological integrity of this vulnerable habitat.


Assuntos
Ecossistema , Rodófitas , Biodiversidade , Caça , Mar Mediterrâneo
19.
Heliyon ; 10(6): e27601, 2024 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-38545219

RESUMO

Despite the increasingly widespread clinical impact of adenovirus (HAdV) infections in healthy individuals and the associated high morbidity in immunosuppressed patients, particularly among the paediatric population, a specific treatment for this virus has yet to be developed. In this study, we report the anti-HAdV activity of sub-micromolar concentrations of four heteroleptic (C^S)-cycloaurated complexes bearing a single thiophosphinamide [Au(dpta)Cl2, Au(dpta)(mrdtc), and Au(dpta)(dedtc)] or thiophosphonamide [Au(bpta)(dedtc)] chelating ligand and a dithiocarbamate moiety. In addition to their low cytotoxicity, the findings of mechanistic assays revealed that these molecules have antiviral activity by targeting stages of the viral replication cycle subsequent to DNA replication. Additionally, all four compounds showed a significant inhibition of human cytomegalovirus (HCMV) DNA replication, thereby providing evidence for potential broad-spectrum antiviral activity.

20.
bioRxiv ; 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-39091793

RESUMO

In drug development, assessing the toxicity of candidate compounds is crucial for successfully transitioning from preclinical research to early-stage clinical trials. Drug safety is typically assessed using animal models with a manual histopathological examination of tissue sections to characterize the dose-response relationship of the compound - a time-intensive process prone to inter-observer variability and predominantly involving tedious review of cases without abnormalities. Artificial intelligence (AI) methods in pathology hold promise to accelerate this assessment and enhance reproducibility and objectivity. Here, we introduce TRACE, a model designed for toxicologic liver histopathology assessment capable of tackling a range of diagnostic tasks across multiple scales, including situations where labeled data is limited. TRACE was trained on 15 million histopathology images extracted from 46,734 digitized tissue sections from 157 preclinical studies conducted on Rattus norvegicus. We show that TRACE can perform various downstream toxicology tasks spanning histopathological response assessment, lesion severity scoring, morphological retrieval, and automatic dose-response characterization. In an independent reader study, TRACE was evaluated alongside ten board-certified veterinary pathologists and achieved higher concordance with the consensus opinion than the average of the pathologists. Our study represents a substantial leap over existing computational models in toxicology by offering the first framework for accelerating and automating toxicological pathology assessment, promoting significant progress with faster, more consistent, and reliable diagnostic processes.

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