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1.
Nature ; 579(7797): 123-129, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32103176

RESUMO

A mosaic of cross-phylum chemical interactions occurs between all metazoans and their microbiomes. A number of molecular families that are known to be produced by the microbiome have a marked effect on the balance between health and disease1-9. Considering the diversity of the human microbiome (which numbers over 40,000 operational taxonomic units10), the effect of the microbiome on the chemistry of an entire animal remains underexplored. Here we use mass spectrometry informatics and data visualization approaches11-13 to provide an assessment of the effects of the microbiome on the chemistry of an entire mammal by comparing metabolomics data from germ-free and specific-pathogen-free mice. We found that the microbiota affects the chemistry of all organs. This included the amino acid conjugations of host bile acids that were used to produce phenylalanocholic acid, tyrosocholic acid and leucocholic acid, which have not previously been characterized despite extensive research on bile-acid chemistry14. These bile-acid conjugates were also found in humans, and were enriched in patients with inflammatory bowel disease or cystic fibrosis. These compounds agonized the farnesoid X receptor in vitro, and mice gavaged with the compounds showed reduced expression of bile-acid synthesis genes in vivo. Further studies are required to confirm whether these compounds have a physiological role in the host, and whether they contribute to gut diseases that are associated with microbiome dysbiosis.


Assuntos
Ácidos e Sais Biliares/biossíntese , Ácidos e Sais Biliares/química , Metabolômica , Microbiota/fisiologia , Animais , Ácidos e Sais Biliares/metabolismo , Ácido Cólico/biossíntese , Ácido Cólico/química , Ácido Cólico/metabolismo , Fibrose Cística/genética , Fibrose Cística/metabolismo , Fibrose Cística/microbiologia , Vida Livre de Germes , Humanos , Doenças Inflamatórias Intestinais/genética , Doenças Inflamatórias Intestinais/metabolismo , Doenças Inflamatórias Intestinais/microbiologia , Camundongos , Receptores Citoplasmáticos e Nucleares/genética , Receptores Citoplasmáticos e Nucleares/metabolismo
2.
Adv Funct Mater ; 34(21)2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38779415

RESUMO

Matrix remodeling plays central roles in a range of physiological and pathological processes and is driven predominantly by the activity of matrix metalloproteinases (MMPs), which degrade extracellular matrix (ECM) proteins. Our understanding of how MMPs regulate cell and tissue dynamics is often incomplete as in vivo approaches are lacking and many in vitro strategies cannot provide high-resolution, quantitative measures of enzyme activity in situ within tissue-like 3D microenvironments. Here, we incorporate a Förster resonance energy transfer (FRET) sensor of MMP activity into fully synthetic hydrogels that mimic many properties of the native ECM. We then use fluorescence lifetime imaging to provide a real-time, fluorophore concentration-independent quantification of MMP activity, establishing a highly accurate, readily adaptable platform for studying MMP dynamics in situ. MCF7 human breast cancer cells encapsulated within hydrogels highlight the detection of MMP activity both locally, at the sub-micron level, and within the bulk hydrogel. Our versatile platform may find use in a range of biological studies to explore questions in the dynamics of cancer metastasis, development, and tissue repair by providing high-resolution, quantitative and in situ readouts of local MMP activity within native tissue-like environments.

3.
Bioinformatics ; 39(3)2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36864626

RESUMO

MOTIVATION: Annotation of the mass signals is still the biggest bottleneck for the untargeted mass spectrometry analysis of complex mixtures. Molecular networks are being increasingly adopted by the mass spectrometry community as a tool to annotate large-scale experiments. We have previously shown that the process of propagating annotations from spectral library matches on molecular networks can be automated using Network Annotation Propagation (NAP). One of the limitations of NAP is that the information for the spectral matches is only propagated locally, to the first neighbor of a spectral match. Here, we show that annotation propagation can be expanded to nodes not directly connected to spectral matches using random walks on graphs, introducing the ChemWalker python library. RESULTS: Similarly to NAP, ChemWalker relies on combinatorial in silico fragmentation results, performed by MetFrag, searching biologically relevant databases. Departing from the combination of a spectral network and the structural similarity among candidate structures, we have used MetFusion Scoring function to create a weight function, producing a weighted graph. This graph was subsequently used by the random walk to calculate the probability of 'walking' through a set of candidates, departing from seed nodes (represented by spectral library matches). This approach allowed the information propagation to nodes not directly connected to the spectral library match. Compared with NAP, ChemWalker has a series of improvements, on running time, scalability and maintainability and is available as a standalone python package. AVAILABILITY AND IMPLEMENTATION: ChemWalker is freely available at https://github.com/computational-chemical-biology/ChemWalker. CONTACT: ridasilva@usp.br. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Bibliotecas , Bases de Dados Factuais , Biblioteca Gênica , Espectrometria de Massas , Probabilidade
4.
Opt Lett ; 49(3): 690-693, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38300091

RESUMO

We demonstrate a broadband acousto-optic notch filter based on a tubular-lattice hollow-core fiber for the first time to our knowledge. The guided optical modes are modulated by acoustically induced dynamic long-period gratings along the fiber. The device is fabricated employing a short interaction length (7.7 cm) and low drive voltages (10 V). Modulated spectral bands with 20 nm half-width and maximum depths greater than 60% are achieved. The resonant notch wavelength is tuned from 743 to 1355 nm (612 nm span) by changing the frequency of the electrical signal. The results indicate a broader tuning range compared to previous studies using standard and hollow-core fibers. It further reveals unique properties for reconfigurable spectral filters and fiber lasers, pointing to the fast switching and highly efficient modulation of all-fiber photonic devices.

5.
Int J Legal Med ; 138(2): 451-465, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37861739

RESUMO

The age estimation of an adult using methods accessible to the forensic routine is a goal pursued by forensic experts. Cameriere, Ferrante and Cingolani (2004) proposed the use of the pulp/tooth area ratio of canine teeth as a promising variable, but its reliability has shown conflicting results in the scientific literature. This article aimed to carry out a systematic review with meta-analysis to verify whether the pulp/tooth area ratio of canine teeth includes a variable that can be used alone to estimate dental age in adults. A systematic search was carried out in six databases using keywords related to the theme in Portuguese, English, and Spanish. The study selection process followed pre-established eligibility criteria. Assessments were carried out regarding risk of bias and publication bias of selected studies, and meta-analysis was carried out considering Pearson's correlation coefficient between pulp/tooth area ratio and chronological age as effect measure. Most selected studies showed low risk of bias; no publication bias was found when all studies were considered, and potential publication bias was found when outliers were removed. Despite the high heterogeneity among studies and the need for more research, it could be observed that the pulp/tooth area ratio has strong negative correlation with chronological age, and the pulp/tooth area ratio could be derived from both periapical radiographs and orthopantomographs. Therefore, it is suggested that there is scientific evidence that the pulp/tooth area ratio obtained from canine teeth is reliable for dental age estimation in adults.


Assuntos
Determinação da Idade pelos Dentes , Dente Canino , Adulto , Humanos , Dente Canino/diagnóstico por imagem , Dente Canino/anatomia & histologia , Reprodutibilidade dos Testes , Determinação da Idade pelos Dentes/métodos , Radiografia Panorâmica , Etnicidade , Polpa Dentária/diagnóstico por imagem
6.
Skin Res Technol ; 30(5): e13607, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38742379

RESUMO

BACKGROUND: Timely diagnosis plays a critical role in determining melanoma prognosis, prompting the development of deep learning models to aid clinicians. Questions persist regarding the efficacy of clinical images alone or in conjunction with dermoscopy images for model training. This study aims to compare the classification performance for melanoma of three types of CNN models: those trained on clinical images, dermoscopy images, and a combination of paired clinical and dermoscopy images from the same lesion. MATERIALS AND METHODS: We divided 914 image pairs into training, validation, and test sets. Models were built using pre-trained Inception-ResNetV2 convolutional layers for feature extraction, followed by binary classification. Training comprised 20 models per CNN type using sets of random hyperparameters. Best models were chosen based on validation AUC-ROC. RESULTS: Significant AUC-ROC differences were found between clinical versus dermoscopy models (0.661 vs. 0.869, p < 0.001) and clinical versus clinical + dermoscopy models (0.661 vs. 0.822, p = 0.001). Significant sensitivity differences were found between clinical and dermoscopy models (0.513 vs. 0.799, p = 0.01), dermoscopy versus clinical + dermoscopy models (0.799 vs. 1.000, p = 0.02), and clinical versus clinical + dermoscopy models (0.513 vs. 1.000, p < 0.001). Significant specificity differences were found between dermoscopy versus clinical + dermoscopy models (0.800 vs. 0.288, p < 0.001) and clinical versus clinical + dermoscopy models (0.650 vs. 0.288, p < 0.001). CONCLUSION: CNN models trained on dermoscopy images outperformed those relying solely on clinical images under our study conditions. The potential advantages of incorporating paired clinical and dermoscopy images for CNN-based melanoma classification appear less clear based on our findings.


Assuntos
Dermoscopia , Melanoma , Redes Neurais de Computação , Neoplasias Cutâneas , Humanos , Melanoma/diagnóstico por imagem , Melanoma/patologia , Melanoma/classificação , Dermoscopia/métodos , Neoplasias Cutâneas/diagnóstico por imagem , Neoplasias Cutâneas/patologia , Neoplasias Cutâneas/classificação , Aprendizado Profundo , Sensibilidade e Especificidade , Feminino , Curva ROC , Interpretação de Imagem Assistida por Computador/métodos , Masculino
7.
Exp Parasitol ; 262: 108786, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38762200

RESUMO

Piroplasmids and Hepatozoon spp. Are apicomplexan protozoa that may cause disease in several canid species. The present study aimed to expand the knowledge on the diversity of piroplasmids and Hepatozoon in crab-eating foxes (Cerdocyon thous; n = 12) sampled in the Pantanal of Mato Grosso do Sul State, central-western Brazil. PCR assays based on the 18S rRNA were used as screening. Three (25%) and 11 (91.7%) were positive for piroplasmids and Hepatozoon spp., respectively. Co-infection was found in three C. thous. Phylogenetic analyses based on the near-complete 18S rRNA, cox-1 and hsp70 genes evidenced the occurrence of a novel of Babesia spp. (namely Babesia pantanalensis nov. sp.) closely related to Rangelia vitalii and Babesia sp. 'Coco'. This finding was supported by the genetic divergence analysis which showed (i) high divergence, ranging from 4.17 to 5.62% for 18 S rRNA, 6.16% for hps70 and 4.91-9.25% for cox-1 and (ii) the genotype network (which displayed sequences separated from the previously described Piroplasmida species by median vectors and several mutational events). Also, phylogenetic analysis based on the 18S rRNA gene of Hepatozoon spp. positioned the sequences obtained herein in a clade phylogenetically related to Hepatozoon sp. 'Curupira 2', Hepatozoon sp. detected in domestic and wild canids from Uruguay and Hepatozoon americanum. The present study described Babesia pantanalensis nov sp. and Hepatozoon closely related to H. americanum in crab-eating foxes from Brazil. Moreover, the coinfection by piroplasmids and Hepatozoon sp. for the first time in crab-eating foxes strongly suggesting that this wild canid species potentially acts as a bio-accumulate of hemoprotozoan in wild environment.


Assuntos
Babesia , Babesiose , Coccidiose , DNA de Protozoário , Genótipo , Filogenia , RNA Ribossômico 18S , Animais , Babesia/genética , Babesia/classificação , Babesia/isolamento & purificação , RNA Ribossômico 18S/genética , Babesiose/parasitologia , Babesiose/epidemiologia , Brasil/epidemiologia , Coccidiose/veterinária , Coccidiose/parasitologia , Coccidiose/epidemiologia , DNA de Protozoário/química , DNA de Protozoário/isolamento & purificação , Eucoccidiida/genética , Eucoccidiida/classificação , Eucoccidiida/isolamento & purificação , Ciclo-Oxigenase 1/genética , Reação em Cadeia da Polimerase/veterinária , Proteínas de Choque Térmico HSP70/genética , Coinfecção/veterinária , Coinfecção/parasitologia , Raposas/parasitologia , Canidae/parasitologia , Complexo IV da Cadeia de Transporte de Elétrons/genética
8.
BMC Public Health ; 24(1): 1598, 2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38877440

RESUMO

BACKGROUND: Tools for assessing a country's capacity in the face of public health emergencies must be reviewed, as they were not predictive of the COVID-19 pandemic. Social cohesion and risk communication, which are related to trust in government and trust in others, may have influenced adherence to government measures and mortality rates due to COVID-19. OBJECTIVE: To analyse the association between indicators of social cohesion and risk communication and COVID-19 outcomes in 213 countries. RESULTS: Social cohesion and risk communication, in their dimensions (public trust in politicians, trust in others, social safety nets, and equal distribution of resources index), were associated with lower excess mortality due to COVID-19. The number of COVID-19-related disorder events and government transparency were associated with higher excess mortality due to COVID-19. The lower the percentage of unemployed people, the higher the excess mortality due to COVID-19. Most of the social cohesion and risk communication variables were associated with better vaccination indicators, except for social capital and engaged society, which had no statistically significant association. The greater the gender equality, the better the vaccination indicators, such as the number of people who received all doses. CONCLUSION: Public trust in politicians, trust in others, equal distribution of resources and government that cares about the most vulnerable, starting with the implementation of programs, such as cash transfers and combating food insecurity, were factors that reduced the excess mortality due to COVID-19. Countries, especially those with limited resources and marked by social, economic, and health inequalities, must invest in strengthening social cohesion and risk communication, which are robust strategies to better cope with future pandemics.


Assuntos
COVID-19 , Comunicação , Confiança , Humanos , COVID-19/mortalidade , COVID-19/epidemiologia , Estudos Retrospectivos , SARS-CoV-2 , Saúde Global/estatística & dados numéricos , Pandemias , Mortalidade/tendências
9.
Bull Entomol Res ; : 1-20, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38699867

RESUMO

The impact of invasive species on biodiversity, food security and economy is increasingly noticeable in various regions of the globe as a consequence of climate change. Yet, there is limited research on how climate change affects the distribution of the invasive Asian citrus psyllid Diaphorina citri Kuwayama (Hemiptera:Liviidae) in Ghana. Using maxnet package to fit the Maxent model in R software, we answered the following questions; (i) what are the main drivers for D. citri distribution, (ii) what are the D. citri-specific habitat requirements and (iii) how well do the risk maps fit with what we know to be correctly based on the available evidence?. We found that temperature seasonality (Bio04), mean temperature of warmest quarter (Bio10), precipitation of driest quarter (Bio17), moderate resolution imaging spectroradiometer land cover and precipitation seasonality (Bio15), were the most important drivers of D. citri distribution. The results follow the known distribution records of the pest with potential expansion of habitat suitability in the future. Because many invasive species, including D. citri, can adapt to the changing climates, our findings can serve as a guide for surveillance, tracking and prevention of D. citri spread in Ghana.

10.
J Cardiovasc Nurs ; 39(2): 170-177, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37364050

RESUMO

BACKGROUND: Self-care is essential for minimizing the long-term progression of hypertension (HTN) and improving global health outcomes. However, little is known about the predictors of HTN self-care among adults with HTN in Brazil. OBJECTIVE: The aim of this study was to evaluate the self-care practices and the association of sociodemographic and clinical factors of adults with HTN in Brazil. METHODS: This was a cross-sectional study conducted by telephone with 120 adults with HTN monitored in a specialized outpatient clinic of a teaching hospital. Sociodemographic and clinical information was collected by a questionnaire survey. Self-care was assessed by the Self-care of Hypertension Inventory version 2. Multiple regression and Kendall's correlation analyses were performed to determine possible predictors. RESULTS: Low levels of self-care were observed across maintenance, management, and confidence measures. A weak correlation was observed between self-care maintenance and education (-0.13), the time of diagnosis (0.16), and the number of medications (0.15); self-care management and family income (0.13) and cognitive function (0.17); and self-care confidence and systolic (-0.15) and diastolic (-0.18) blood pressure values and time of diagnosis (0.16). In multiple regression analysis, self-care confidence was a predictor of self-care maintenance ( ß = 0.30; 95% confidence interval, 0.10-0.36) and management ( ß = 0.20; 95% confidence interval, 0.03-0.46). CONCLUSION: Confidence was essential in the maintenance and management of self-care and is central to the control of HTN. Self-care interventions must consider the different aspects that may affect self-care, highlighting improving self-care confidence as a main goal.


Assuntos
Hipertensão , Autocuidado , Adulto , Humanos , Estudos Transversais , Seguimentos , Brasil , Pacientes Ambulatoriais , Hipertensão/tratamento farmacológico , Pressão Sanguínea
11.
Ann Hum Biol ; 51(1): 1-12, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38267407

RESUMO

BACKGROUND: Motor performances of youth are related to growth and maturity status, among other factors. AIM: To estimate the contribution of skeletal maturity status per se to the motor performances of female athletes aged 10-15 years and the mediation effects of growth status on the relationships. SUBJECTS AND METHODS: Skeletal age (TW3 RUS SA), body size, proportions, estimated fat-free mass (FFM), motor performances, training history and participation motivation were assessed in 80 non-skeletally mature female participants in several sports. Hierarchical and regression-based statistical mediation analyses were used. RESULTS: SA per se explained a maximum of 1.8% and 5.8% of the variance in motor performances of athletes aged 10-12 and 13-15 years, respectively, over and above that explained by covariates. Body size, proportions, and hours per week of training and participation motivation explained, respectively, a maximum of 40.7%, 18.8%, and 22.6% of the variance in performances. Mediation analysis indicated specific indirect effects of SA through stature and body mass, alone or in conjunction with FFM on performances. CONCLUSION: SA per se accounted for small and non-significant amounts of variance in several motor performances of female youth athletes; rather, SA influenced performances indirectly through effects on stature, body mass and estimated FFM.


Assuntos
Determinação da Idade pelo Esqueleto , Esportes , Adolescente , Feminino , Humanos , Criança , Tamanho Corporal , Atletas , Estatura
12.
Clin Oral Investig ; 28(2): 142, 2024 Feb 13.
Artigo em Inglês | MEDLINE | ID: mdl-38347236

RESUMO

OBJECTIVES: This cross-sectional school-based study explored the influence of malocclusion on temporomandibular disorders (TMD) pain complaints, and whether this association would be mediated by sleep bruxism in a representative sample of 7- to 8-year-old children. METHODS: Path analysis estimated direct, indirect, and total effects of occlusal features on sleep bruxism and TMD pain in 7- to 8-year-old children. Occlusal features were assessed with Dental Aesthetic Index (DAI), orofacial pain complaints using the TMD pain screener, possible sleep bruxism based on self-reports, and probable sleep bruxism based on self-reports combined with clinical findings. Structural equation modeling analyzed data with confounding factors. RESULTS: From 580 participants, possible sleep bruxism was observed in 136 children (31.5%), probable sleep bruxism in 30 children (6.7%), and TMD pain complaints in 78 children (13.8%). Malocclusion had no direct effect on either possible sleep bruxism [standardized coefficient (SC) 0.000; p = 0.992], or TMD pain complaints (SC - 0.01; p = 0.740). When probable sleep bruxism was set as the mediator of interest, malocclusion did not directly affect probable sleep bruxism (SC 0.01; p = 0.766), nor TMD pain complaints (SC - 0.02; p = 0.515). A direct effect of probable sleep bruxism on TMD pain complaints was observed with an SC of 0.60 (p < 0.001). However, in neither case, malocclusion indirectly affected TMD pain complaints via bruxism. CONCLUSION: Malocclusion in 7- to 8-year-old children did not directly influence possible or probable sleep bruxism or TMD pain complaints. Instead, probable sleep bruxism was strongly associated with TMD pain complaints. CLINICAL SIGNIFICANCE: The impact of occlusal features on TMD pain complaints and bruxism has been a long-standing controversy in dentistry. However, the scientific literature linking this association may be inconsistent, mainly due to biased sample selection methods with inadequate consideration of confounders. Further research should try to identify additional risk factors for TMD pain in addition to probable sleep bruxism in children.


Assuntos
Bruxismo , Má Oclusão , Bruxismo do Sono , Transtornos da Articulação Temporomandibular , Criança , Humanos , Bruxismo do Sono/complicações , Bruxismo/complicações , Estudos Transversais , Dor Facial/complicações , Autorrelato , Transtornos da Articulação Temporomandibular/complicações , Má Oclusão/complicações
13.
World J Microbiol Biotechnol ; 40(8): 248, 2024 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-38904740

RESUMO

This manuscript presents a new report on the in vitro antimicrobial photo-inactivation of foodborne microorganisms (Salmonella spp. and Listeria monocytogenes) using tetra-cationic porphyrins. Isomeric tetra-cationic porphyrins (3MeTPyP, 4MeTPyP, 3PtTPyP, and 4PtTPyP) were tested, and antimicrobial activity assays were performed at specific photosensitizer concentrations under dark and white-light LED irradiation conditions. Among the tested bacterial strains, 4MeTPyP exhibited the highest efficiency, inhibiting bacterial growth within just 60 min at low concentrations (17.5 µM). The minimal inhibitory concentration of 4MeTPyP increased when reactive oxygen species scavengers were present, indicating the significant involvement of singlet oxygen species in the photooxidation mechanism. Furthermore, the checkerboard assay testing the association of 4MeTPyP showed an indifferent effect. Atomic force microscopy analyses and dynamic simulations were conducted to enhance our understanding of the interaction between this porphyrin and the strain's membrane.


Assuntos
Biofilmes , Listeria monocytogenes , Testes de Sensibilidade Microbiana , Simulação de Dinâmica Molecular , Fármacos Fotossensibilizantes , Porfirinas , Porfirinas/farmacologia , Porfirinas/química , Fármacos Fotossensibilizantes/farmacologia , Fármacos Fotossensibilizantes/química , Biofilmes/efeitos dos fármacos , Listeria monocytogenes/efeitos dos fármacos , Microbiologia de Alimentos , Antibacterianos/farmacologia , Antibacterianos/química , Microscopia de Força Atômica , Espécies Reativas de Oxigênio/metabolismo , Luz , Oxigênio Singlete/metabolismo , Oxigênio Singlete/química
14.
Nat Methods ; 17(9): 905-908, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32839597

RESUMO

Molecular networking has become a key method to visualize and annotate the chemical space in non-targeted mass spectrometry data. We present feature-based molecular networking (FBMN) as an analysis method in the Global Natural Products Social Molecular Networking (GNPS) infrastructure that builds on chromatographic feature detection and alignment tools. FBMN enables quantitative analysis and resolution of isomers, including from ion mobility spectrometry.


Assuntos
Produtos Biológicos/química , Espectrometria de Massas , Biologia Computacional/métodos , Bases de Dados Factuais , Metabolômica/métodos , Software
15.
Metabolomics ; 20(1): 8, 2023 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-38127222

RESUMO

INTRODUCTION: In general, two characteristics are ever present in NMR-based metabolomics studies: (1) they are assays aiming to classify the samples in different groups, and (2) the number of samples is smaller than the feature (chemical shift) number. It is also common to observe imbalanced datasets due to the sampling method and/or inclusion criteria. These situations can cause overfitting. However, appropriate feature selection and classification methods can be useful to solve this issue. OBJECTIVES: Investigate the performance of metabolomics models built from the association between feature selectors, the absence of feature selection, and classification algorithms, as well as use the best performance model as an NMR-based metabolomic method for prostate cancer diagnosis. METHODS: We evaluated the performance of NMR-based metabolomics models for prostate cancer diagnosis using seven feature selectors and five classification formalisms. We also obtained metabolomics models without feature selection. In this study, thirty-eight volunteers with a positive diagnosis of prostate cancer and twenty-three healthy volunteers were enrolled. RESULTS: Thirty-eight models obtained were evaluated using AUROC, accuracy, sensitivity, specificity, and kappa's index values. The best result was obtained when Genetic Algorithm was used with Linear Discriminant Analysis with 0.92 sensitivity, 0.83 specificity, and 0.88 accuracy. CONCLUSION: The results show that the pick of a proper feature selection method and classification model, and a resampling method can avoid overfitting in a small metabolomic dataset. Furthermore, this approach would decrease the number of biopsies and optimize patient follow-up. 1H NMR-based metabolomics promises to be a non-invasive tool in prostate cancer diagnosis.


Assuntos
Quimiometria , Neoplasias da Próstata , Masculino , Humanos , Metabolômica , Neoplasias da Próstata/diagnóstico , Imageamento por Ressonância Magnética , Algoritmos
16.
Cytotherapy ; 25(10): 1113-1123, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37436339

RESUMO

BACKGROUND AIMS: Advanced therapy medicinal products (ATMPs) are a class of biological products for human use that are based on gene, tissues or cells. ATMPs have peculiar characteristics when compared with traditional medicines. In this regard, long-term safety and efficacy follow-up systems of individuals treated with ATMPs have become necessary and may present unique challenges, because unlike conventional drugs and biologics, these products can exert their effects for years after administration. This work seeks to assess the requirements foreseen in the regulatory frameworks for the post-marketing authorization safety and efficacy surveillance for ATMPs in Brazil, European Union (EU), Japan and United States, which are some of the members of the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use. METHODS: We reviewed the scientific literature and official documents of regulatory agencies (RAs) in Brazil, the EU, Japan and the United States. RESULTS AND CONCLUSIONS: RAs in the EU, US and Japan have developed regulatory guidelines for the post-marketing surveillance of ATMPs. These guidelines aim at implementing surveillance plans for monitoring adverse events, including late ones, after marketing authorization. All the ATMPs authorized by the RAs studied, submitted some type of post-marketing requirement to supplement safety and efficacy data, according to the regulations and terminology used by those jurisdictions.


Assuntos
Produtos Biológicos , Marketing , Humanos , Produtos Biológicos/efeitos adversos , Brasil , União Europeia , Japão , Preparações Farmacêuticas , Estados Unidos
17.
Cell Mol Neurobiol ; 43(1): 357-366, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-35128618

RESUMO

The CACNA1C gene encodes the pore-forming alpha-1c subunit of L-type voltage-gated calcium channels. The calcium influx through these channels regulates the transcription of the brain-derived neurotrophic factor (BDNF). Polymorphisms in this gene have been consistently associated with psychiatric disorders, and alterations in BDNF levels are a possible biological mechanism to explain such associations. Here, we sought to investigate the effect of the CACNA1C rs1006737 and rs4765913 polymorphisms and their haplotypes on serum BDNF concentration. We further aim to investigate the regulatory function of these SNPs and the ones linked to them. The study enrolled 641 young adults (362 women and 279 men) in a cross-sectional population-based survey. Linear regression was used to test the effects of polymorphisms and haplotypes on BDNF levels adjusted for potential confounders. Moreover, regulatory putative functional roles were assessed using in silico approach. BDNF levels were not associated with CACNA1C polymorphisms/haplotype in the total sample. When the sample was stratified by sex, checking the effect of polymorphisms on men and women separately, the A-allele of rs4765913 was associated with lower BDNF levels in women compared with the TT genotype (p = 0.010). The AA (rs1006737-rs4765913) haplotype was associated with BDNF levels in opposite directions regarding sex, with lower levels of BDNF in women (p = 0.040) compared to those without this haplotype, while with higher levels in men (p = 0.027). These findings were supported by the presence of regulatory marks only on the male fetal brain. Our results suggest that the BDNF levels regulation may be a potential mechanism underpinning the association between CACNA1C and psychiatric disorders, with a differential role in women and men.


Assuntos
Fator Neurotrófico Derivado do Encéfalo , Predisposição Genética para Doença , Adulto Jovem , Humanos , Masculino , Feminino , Fator Neurotrófico Derivado do Encéfalo/genética , Estudos Transversais , Canais de Cálcio Tipo L/genética , Polimorfismo de Nucleotídeo Único/genética
18.
Cell Mol Neurobiol ; 43(2): 813-826, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35366170

RESUMO

Medulloblastoma is the most common type of pediatric malignant primary brain tumor, and about one-third of patients die due to disease recurrence and most survivors suffer from long-term side effects. MB is clinically, genetically, and epigenetically heterogeneous and subdivided into at least four molecular subgroups: WNT, SHH, Group 3, and Group 4. We evaluated common differentially expressed genes between a Brazilian RNA-seq GSE181293 dataset and microarray GSE85217 dataset cohort of pediatric MB samples using bioinformatics methodology in order to identify hub genes of the molecular subgroups based on PPI network construction, survival and functional analysis. The main finding was the identification of five hub genes from the WNT subgroup that are tumor suppressors, and whose lower expression is related to a worse prognosis for MB patients. Furthermore, the common genes correlated with the five tumor suppressors participate in important pathways and processes for tumor initiation and progression, as well as development and differentiation, and some of them control cell stemness and pluripotency. These genes have not yet been studied within the context of MB, representing new important elements for investigation in the search for therapeutic targets, prognostic markers or for understanding of MB biology.


Assuntos
Neoplasias Encefálicas , Neoplasias Cerebelares , Meduloblastoma , Humanos , Criança , Meduloblastoma/genética , Meduloblastoma/metabolismo , Meduloblastoma/patologia , Prognóstico , Neoplasias Cerebelares/genética , Neoplasias Cerebelares/metabolismo , Neoplasias Cerebelares/patologia , Perfilação da Expressão Gênica , Biomarcadores Tumorais/genética
19.
Biotechnol Bioeng ; 120(9): 2578-2587, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37027346

RESUMO

The majority of recombinant adeno-associated viruses (rAAV) approved for clinical use or in clinical trials areproduced by transient transfection using the HEK293 cell line. However, this platform has several manufacturing bottlenecks at commercial scales namely, low product quality (full to empty capsid ratio <20% in most rAAV serotypes), lower productivities obtained after scale-up and the high cost of raw materials, in particular of Good Manufacturing Practice grade plasmid DNA required for transfection. The HeLa-based stable cell line rAAV production system provides a robust and scalable alternative to transient transfection systems. Nevertheless, the time required to generate the producer cell lines combined with the complexity of rAAV production and purification processes still pose several barriers to the use of this platform as a suitable alternative to the HEK293 transient transfection. In this work we streamlined the cell line development and bioprocessing for the HeLaS3-based production of rAAV. By exploring this optimized approach, producer cell lines were generated in 3-4 months, and presented rAAV2 volumetric production (bulk) > 3 × 1011 vg/mL and full to empty capsids ratio (>70%) at 2 L bioreactor scale. Moreover, the established downstream process, based on ion exchange and affinity-based chromatography, efficiently eliminated process related impurities, including the Adenovirus 5 helper virus required for production with a log reduction value of 9. Overall, we developed a time-efficient and robust rAAV bioprocess using a stable producer cell line achieving purified rAAV2 yields > 1 × 1011 vg/mL. This optimized platform may address manufacturing challenges for rAAV based medicines.


Assuntos
Dependovirus , Vetores Genéticos , Humanos , Dependovirus/genética , Células HEK293 , Células HeLa , Transfecção
20.
Arch Microbiol ; 205(1): 51, 2023 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-36598595

RESUMO

Chiggers are larval ectoparasites of the Trombiculidae that can transmit pathogens to their hosts. In this study, chiggers collected from birds in Brazil were morphologically identified as Blankaartia sinnamaryi, Eutrombicula batatas, Eutrombicula daemoni, Eutrombicula goeldii, Eutrombicula tinami, and Parasecia gilbertoi. For these specimens, a beginning attempt at molecular identification were also provided, as well as, were genetically screened to detect bacterial pathogens. The species B. sinnamaryi and E. tinami were positive for Rickettsia felis-like and 'Candidatus Rickettsia colombianensi'-like, respectively. For the other agents (Anaplasmataceae, Borrelia spp. and Orientia tsutsugamushi), the tests were negative. This is the first report of 'Ca. R. colombianensi'-like and the second record of R. felis-like in chigger collected on birds from Brazil.


Assuntos
Infestações por Ácaros , Rickettsia , Trombiculidae , Animais , Trombiculidae/anatomia & histologia , Trombiculidae/microbiologia , Brasil , Infestações por Ácaros/parasitologia , Infestações por Ácaros/veterinária , Rickettsia/genética , Aves
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