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1.
Toxicol Appl Pharmacol ; 394: 114958, 2020 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-32198022

RESUMO

Drug-induced liver injury (DILI) can cause hepatic failure and result in drug withdrawal from the market. It has host-related and compound-dependent mechanisms. Preclinical prediction of DILI risk is very challenging and safety assessments based on animals inadequately forecast human DILI risk. In contrast, human-derived in vitro cell culture-based models could improve DILI risk prediction accuracy. Here, we developed and validated an innovative method to assess DILI risk associated with various compounds. Fifty-four marketed and withdrawn drugs classified as DILI risks of "most concern", "less concern", and "no concern" were tested using a combination of four assays addressing mitochondrial injury, intrahepatic lipid accumulation, inhibition of bile canalicular network formation, and bile acid accumulation. Using the inhibitory potencies of the drugs evaluated in these in vitro tests, an algorithm with the highest available DILI risk prediction power was built by artificial neural network (ANN) analysis. It had an overall forecasting accuracy of 73%. We excluded the intrahepatic lipid accumulation assay to avoid overfitting. The accuracy of the algorithm in terms of predicting DILI risks was 62% when it was constructed by ANN but only 49% when it was built by the point-added scoring method. The final algorithm based on three assays made no DILI risk prediction errors such as "most concern " instead of "no concern" and vice-versa. Our mechanistic approach may accurately predict DILI risks associated with numerous candidate drugs.


Assuntos
Bioensaio/métodos , Doença Hepática Induzida por Substâncias e Drogas/diagnóstico , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/diagnóstico , Valor Preditivo dos Testes , Algoritmos , Ácidos e Sais Biliares/metabolismo , Canalículos Biliares/patologia , Linhagem Celular , Humanos , Metabolismo dos Lipídeos/efeitos dos fármacos , Dose Máxima Tolerável , Mitocôndrias/efeitos dos fármacos , Reprodutibilidade dos Testes
2.
J Toxicol Sci ; 41(1): 129-42, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26763400

RESUMO

As a part of our studies to develop a cell-based in vitro photosensitization assay, we examined whether changes of cell-surface thiols and amines on human monocytic cell line THP-1 could be used to predict photosensitizing potential of chemicals. First, we identified a suitable ultraviolet A (UV-A) irradiation dose to be 5.0 J/cm(2) by investigating the effect of UV-A on the levels of cell-surface thiols and amines in ketoprofen (KP; a representative photoallergen)-treated THP-1 cells. Next, we confirmed that phenol red, a known photoirritant used as a pH indicator in the culture medium, did not affect the KP-induced changes of cell-surface thiols and amines. Using the criterion of more than 15% change of cell-surface thiols and/or amines in response to UV-A irradiation, 22 of 26 known photosensitizers (15 of 18 photoallergens, 7 of 8 photoirritants) were judged positive. Seven of 7 known non-phototoxins did not alter cell-surface thiols or amines. The accuracy for predicting photosensitizers was 87.9% (sensitivity/specificity; 84.6%/100%), and the accuracy for predicting photoallergens was 69.7% (sensitivity/specificity; 83.3%/53.3%). Our results suggest that changes of cell-surface thiols and/or amines may be useful biomarkers for predicting photosensitization potential, including photoallergenicity, of compounds. We designate this test as the photo-SH/NH2 test.


Assuntos
Transtornos de Fotossensibilidade , Testes Cutâneos/métodos , Testes de Toxicidade/métodos , Aminas/análise , Biomarcadores/análise , Linhagem Celular , Células Cultivadas , Humanos , Valor Preditivo dos Testes , Compostos de Sulfidrila/análise , Raios Ultravioleta
3.
Int J Dev Biol ; 57(5): 383-9, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23873370

RESUMO

Renal lineages including kidney are derived from intermediate mesoderm, which are differentiated from a subset of caudal undifferentiated mesoderm. The inductive mechanisms of mammalian intermediate mesoderm and renal lineages are still poorly understood. Mouse embryonic stem cells (mESCs) can be a good in vitro model to reconstitute the developmental pathway of renal lineages and to analyze the mechanisms of the sequential differentiation. We examined the effects of Activin A and retinoic acid (RA) on the induction of intermediate mesoderm from mESCs under defined, serum-free, adherent, monolayer culture conditions. We measured the expression level of intermediate mesodermal marker genes and examined the developmental potential of the differentiated cells into kidney using an ex vivo transplantation assay. Adding Activin A followed by RA to mESC cultures induced the expression of marker genes and proteins for intermediate mesoderm, odd-skipped related 1 (Osr1) and Wilm’s Tumor 1 (Wt1). These differentiated cells integrated into laminin-positive tubular cells and Pax2-positive renal cells in cultured embryonic kidney explants. We demonstrated that intermediate mesodermal marker expression was also induced by RA receptor (RAR) agonist, but not by retinoid X receptor (RXR) agonists. Furthermore, the expression of these markers was decreased by RAR antagonists. We directed the differentiation of mESCs into intermediate mesoderm using Activin A and RA and revealed the role of RAR signaling in this differentiation. These methods and findings will improve our understanding of renal lineage development and could contribute to the regenerative medicine of kidney.


Assuntos
Células-Tronco Embrionárias/metabolismo , Mesoderma/metabolismo , Receptores do Ácido Retinoico/metabolismo , Transdução de Sinais , Ativinas/farmacologia , Animais , Benzoatos/farmacologia , Diferenciação Celular , Linhagem Celular , Dibenzazepinas/farmacologia , Relação Dose-Resposta a Droga , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/efeitos dos fármacos , Feminino , Regulação da Expressão Gênica no Desenvolvimento/efeitos dos fármacos , Imuno-Histoquímica , Rim/citologia , Rim/embriologia , Rim/metabolismo , Mesoderma/citologia , Camundongos , Camundongos Endogâmicos C57BL , Fator de Transcrição PAX2/metabolismo , Gravidez , Receptores do Ácido Retinoico/agonistas , Receptores do Ácido Retinoico/antagonistas & inibidores , Retinoides/farmacologia , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transplante de Células-Tronco/métodos , Fatores de Tempo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Tretinoína/farmacologia , Proteínas WT1/genética , Proteínas WT1/metabolismo
4.
In Vitro Cell Dev Biol Anim ; 46(5): 416-30, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20033790

RESUMO

Because mouse embryonic stem cells (mESCs) do not contribute to the formation of extraembryonic placenta when they are injected into blastocysts, it is believed that mESCs do not differentiate into trophoblast whereas human embryonic stem cells (hESCs) can express trophoblast markers when exposed to bone morphogenetic protein 4 (BMP4) in vitro. To test whether mESCs have the potential to differentiate into trophoblast, we assessed the effect of BMP4 on mESCs in a defined monolayer culture condition. The expression of trophoblast-specific transcription factors such as Cdx2, Dlx3, Esx1, Gata3, Hand1, Mash2, and Plx1 was specifically upregulated in the BMP4-treated differentiated cells, and these cells expressed trophoblast markers. These results suggest that BMP4 treatment in defined culture conditions enabled mESCs to differentiate into trophoblast. This differentiation was inhibited by serum or leukemia inhibitory factor, which are generally used for mESC culture. In addition, we studied the mechanism underlying BMP4-directed mESC differentiation into trophoblast. Our results showed that BMP4 activates the Smad pathway in mESCs inducing Cdx2 expression, which plays a crucial role in trophoblast differentiation, through the binding of Smad protein to the Cdx2 genomic enhancer sequence. Our findings imply that there is a common molecular mechanism underlying hESC and mESC differentiation into trophoblast.


Assuntos
Proteína Morfogenética Óssea 4/farmacologia , Indução Embrionária/efeitos dos fármacos , Células-Tronco Embrionárias/efeitos dos fármacos , Trofoblastos/efeitos dos fármacos , Animais , Western Blotting , Fator de Transcrição CDX2 , Linhagem Celular , Meios de Cultura , Indução Embrionária/fisiologia , Células-Tronco Embrionárias/fisiologia , Citometria de Fluxo , Regulação da Expressão Gênica no Desenvolvimento/efeitos dos fármacos , Regulação da Expressão Gênica no Desenvolvimento/fisiologia , Proteínas de Homeodomínio/biossíntese , Proteínas de Homeodomínio/fisiologia , Técnicas In Vitro , Laminina , Camundongos , Proteínas Smad/biossíntese , Proteínas Smad/fisiologia , Fatores de Transcrição/biossíntese , Fatores de Transcrição/fisiologia
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