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1.
Brief Bioinform ; 23(1)2022 01 17.
Artigo em Inglês | MEDLINE | ID: mdl-34962256

RESUMO

The pharmacological arsenal against the COVID-19 pandemic is largely based on generic anti-inflammatory strategies or poorly scalable solutions. Moreover, as the ongoing vaccination campaign is rolling slower than wished, affordable and effective therapeutics are needed. To this end, there is increasing attention toward computational methods for drug repositioning and de novo drug design. Here, multiple data-driven computational approaches are systematically integrated to perform a virtual screening and prioritize candidate drugs for the treatment of COVID-19. From the list of prioritized drugs, a subset of representative candidates to test in human cells is selected. Two compounds, 7-hydroxystaurosporine and bafetinib, show synergistic antiviral effects in vitro and strongly inhibit viral-induced syncytia formation. Moreover, since existing drug repositioning methods provide limited usable information for de novo drug design, the relevant chemical substructures of the identified drugs are extracted to provide a chemical vocabulary that may help to design new effective drugs.


Assuntos
Antivirais/farmacologia , Tratamento Farmacológico da COVID-19 , COVID-19 , Células Gigantes , Pirimidinas/farmacologia , SARS-CoV-2/metabolismo , Estaurosporina/análogos & derivados , Células A549 , COVID-19/metabolismo , Biologia Computacional , Avaliação Pré-Clínica de Medicamentos , Reposicionamento de Medicamentos , Células Gigantes/metabolismo , Células Gigantes/virologia , Humanos , Estaurosporina/farmacologia
2.
Adv Sci (Weinh) ; 8(10): 2004588, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-34026454

RESUMO

Toxicogenomics opens novel opportunities for hazard assessment by utilizing computational methods to map molecular events and biological processes. In this study, the transcriptomic and immunopathological changes associated with airway exposure to a total of 28 engineered nanomaterials (ENM) are investigated. The ENM are selected to have different core (Ag, Au, TiO2, CuO, nanodiamond, and multiwalled carbon nanotubes) and surface chemistries (COOH, NH2, or polyethylene glycosylation (PEG)). Additionally, ENM with variations in either size (Au) or shape (TiO2) are included. Mice are exposed to 10 µg of ENM by oropharyngeal aspiration for 4 consecutive days, followed by extensive histological/cytological analyses and transcriptomic characterization of lung tissue. The results demonstrate that transcriptomic alterations are correlated with the inflammatory cell infiltrate in the lungs. Surface modification has varying effects on the airways with amination rendering the strongest inflammatory response, while PEGylation suppresses toxicity. However, toxicological responses are also dependent on ENM core chemistry. In addition to ENM-specific transcriptional changes, a subset of 50 shared differentially expressed genes is also highlighted that cluster these ENM according to their toxicity. This study provides the largest in vivo data set currently available and as such provides valuable information to be utilized in developing predictive models for ENM toxicity.


Assuntos
Pulmão/efeitos dos fármacos , Nanoestruturas/toxicidade , Toxicogenética/métodos , Animais , Feminino , Pulmão/metabolismo , Pulmão/patologia , Camundongos , Camundongos Endogâmicos C57BL , Modelos Animais , Nanoestruturas/química , Nanoestruturas/classificação , Transcriptoma
3.
Brief Bioinform ; 22(2): 1430-1441, 2021 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-33569598

RESUMO

The COVID-19 disease led to an unprecedented health emergency, still ongoing worldwide. Given the lack of a vaccine or a clear therapeutic strategy to counteract the infection as well as its secondary effects, there is currently a pressing need to generate new insights into the SARS-CoV-2 induced host response. Biomedical data can help to investigate new aspects of the COVID-19 pathogenesis, but source heterogeneity represents a major drawback and limitation. In this work, we applied data integration methods to develop a Unified Knowledge Space (UKS) and used it to identify a new set of genes associated with SARS-CoV-2 host response, both in vitro and in vivo. Functional analysis of these genes reveals possible long-term systemic effects of the infection, such as vascular remodelling and fibrosis. Finally, we identified a set of potentially relevant drugs targeting proteins involved in multiple steps of the host response to the virus.


Assuntos
Antivirais/uso terapêutico , Tratamento Farmacológico da COVID-19 , COVID-19/genética , COVID-19/fisiopatologia , COVID-19/virologia , Genes Virais , Humanos , SARS-CoV-2/genética , SARS-CoV-2/isolamento & purificação , Transcriptoma
4.
Nano Today ; 35: 100945, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32834832

RESUMO

Long-term effects of Covid-19 disease are still poorly understood. However, similarities between the responses to SARS-CoV-2 and certain nanomaterials suggest fibrotic pulmonary disease as a concern for public health in the next future. Cross-talk between nanotoxicology and other relevant disciplines can help us to deploy more effective Covid-19 therapies and management strategies.

5.
Toxicol Sci ; 147(1): 140-55, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26048651

RESUMO

Carbon nanotubes (CNT) have been eagerly studied because of their multiple applications in product development and potential risks on health. We investigated the difference of two different CNT and asbestos in inducing proinflammatory reactions in C57BL/6 mice after single pharyngeal aspiration exposure. We used long tangled and long rod-like CNT, as well as crocidolite asbestos at a dose of 10 or 40 µg/mouse. The mice were sacrificed 4 and 16 h or 7, 14, and 28 days after the exposure. To find out the importance of a major inflammatory marker IL-1ß in CNT-induced pulmonary inflammation, we used etanercept and anakinra as antagonists as well as Interleukin 1 (IL-1) receptor (IL-1R-/-) mice. The results showed that rod-like CNT, and asbestos in lesser extent, induced strong pulmonary neutrophilia accompanied by the proinflammatory cytokines and chemokines 16 h after the exposure. Seven days after the exposure, neutrophilia had essentially disappeared but strong pulmonary eosinophilia peaked in rod-like CNT and asbestos-exposed groups. After 28 days, pulmonary granulomas, goblet cell hyperplasia, and Charcot-Leyden-like crystals containing acidophilic macrophages were observed especially in rod-like CNT-exposed mice. IL-1R-/- mice and antagonists-treated mice exhibited a significant decrease in neutrophilia and messenger ribonucleic acid (mRNA) levels of proinflammatory cytokines at 16 h. However, rod-like CNT-induced Th2-type inflammation evidenced by the expression of IL-13 and mucus production was unaffected in IL-1R-/- mice at 28 days. This study provides knowledge about the pulmonary effects induced by a single exposure to the CNT and contributes to hazard assessment of carbon nanomaterials on airway exposure.


Assuntos
Amianto/toxicidade , Nanotubos de Carbono/toxicidade , Pneumonia/induzido quimicamente , Pneumonia/patologia , Receptores de Interleucina-1/metabolismo , Animais , Asbesto Crocidolita/toxicidade , Linfócitos T CD4-Positivos/efeitos dos fármacos , Quimiocinas/biossíntese , Citocinas/biossíntese , Macrófagos/efeitos dos fármacos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Muco/efeitos dos fármacos , Muco/metabolismo , Neutrófilos/efeitos dos fármacos , RNA Mensageiro/biossíntese , RNA Mensageiro/genética , Receptores de Interleucina-1/efeitos dos fármacos , Receptores de Interleucina-1/genética
6.
Part Fibre Toxicol ; 11: 48, 2014 Oct 16.
Artigo em Inglês | MEDLINE | ID: mdl-25318534

RESUMO

BACKGROUND: Carbon nanotubes (CNT) represent a great promise for technological and industrial development but serious concerns on their health effects have also emerged. Rod-shaped CNT are, in fact, able to induce asbestos-like pathogenicity in mice including granuloma formation in abdominal cavity and sub-pleural fibrosis. Exposure to CNT, especially in the occupational context, happens mainly by inhalation. However, little is known about the possible effects of CNT on pulmonary allergic diseases, such as asthma. METHODS: We exposed mice by inhalation to two types of multi-walled CNT, rigid rod-like and flexible tangled CNT, for four hours a day once or on four consecutive days. Early events were monitored immediately and 24 hours after the single inhalation exposure and the four day exposure mimicked an occupational work week. Mast cell deficient mice were used to evaluate the role of mast cells in the occurring inflammation. RESULTS: Here we show that even a short-term inhalation of the rod-like CNT induces novel innate immunity-mediated allergic-like airway inflammation in healthy mice. Marked eosinophilia was accompanied by mucus hypersecretion, AHR and the expression of Th2-type cytokines. Exploration of the early events by transcriptomics analysis reveals that a single 4-h exposure to rod-shaped CNT, but not to tangled CNT, causes a radical up-regulation of genes involved in innate immunity and cytokine/chemokine pathways. Mast cells were found to partially regulate the inflammation caused by rod-like CNT, but also alveaolar macrophages play an important role in the early stages. CONCLUSIONS: These observations emphasize the diverse abilities of CNT to impact the immune system, and they should be taken into account for hazard assessment.


Assuntos
Poluentes Atmosféricos/toxicidade , Exposição por Inalação/efeitos adversos , Nanotubos de Carbono/toxicidade , Pneumonia/induzido quimicamente , Hipersensibilidade Respiratória/etiologia , Mucosa Respiratória/efeitos dos fármacos , Sistema Respiratório/efeitos dos fármacos , Aerossóis , Poluentes Atmosféricos/química , Animais , Citocinas/agonistas , Citocinas/genética , Citocinas/metabolismo , Eosinofilia/etiologia , Feminino , Regulação da Expressão Gênica/efeitos dos fármacos , Imunidade Inata/efeitos dos fármacos , Macrófagos Alveolares/efeitos dos fármacos , Macrófagos Alveolares/imunologia , Macrófagos Alveolares/metabolismo , Macrófagos Alveolares/patologia , Mastócitos/efeitos dos fármacos , Mastócitos/imunologia , Mastócitos/metabolismo , Mastócitos/patologia , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Camundongos Mutantes , Nanotubos de Carbono/química , Nanotubos de Carbono/ultraestrutura , Pneumonia/imunologia , Pneumonia/metabolismo , Pneumonia/fisiopatologia , Hipersensibilidade Respiratória/imunologia , Hipersensibilidade Respiratória/metabolismo , Hipersensibilidade Respiratória/fisiopatologia , Mucosa Respiratória/imunologia , Mucosa Respiratória/metabolismo , Mucosa Respiratória/patologia , Sistema Respiratório/imunologia , Sistema Respiratório/metabolismo , Sistema Respiratório/patologia , Fatores de Tempo
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