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Further Exploring Linear Concentration Addition and Independent Action for Predicting Non-interactive Mixture Toxicity 被引量:3
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作者 覃礼堂 张鑫 +2 位作者 莫凌云 梁延鹏 曾鸿鹄 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2017年第6期886-896,共11页
Since it is unrealistic to do an experimental mixture assessment on every possible combination, mathematical model plays an important role in predicting the mixture toxicity. The present study is devoted to the furthe... Since it is unrealistic to do an experimental mixture assessment on every possible combination, mathematical model plays an important role in predicting the mixture toxicity. The present study is devoted to the further application of linear concentration addition(CA)-based model(LCA) and independent action(IA)-based model(LIA) to predict the non-interactive mixture toxicity. The 26 mixtures including 312 data points were used to evaluate the predictive powers of LCA and LIA models. The models were internally validated using the leave-one-out cross-validation and y-randomization test, and the external validations were evaluated by the test tests. Both LCA and LIA models agree well with the experimental values for all mixture toxicity, and present high internally(R2 and Q2 〉 0.98) and externally(Q2F1, Q2F2, and Q2F3 〉 0.99) predictive power. The use of LCA and LIA led to improved predictions compared to the estimates based on the CA and IA models. Both LCA and LIA were found to be appropriate methods for modeling toxicity of non-interactive chemical mixtures. 展开更多
关键词 mixture toxicity simple linear regression concentration addition independent action PESTICIDE
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Insulin exerts direct, IGF-1 independent actions in growth plate chondrocytes 被引量:1
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作者 Fengjie Zhang Qiling He +3 位作者 Wing Pui Tsang W Timothy Garvey Wai Yee Chan Chao Wan 《Bone Research》 SCIE CAS 2014年第2期121-130,共10页
Insufficient insulin production or action in diabetic states is associated with growth retardation and impaired bone healing, while the underling mechanisms are unknown. In this study, we sought to define the role of ... Insufficient insulin production or action in diabetic states is associated with growth retardation and impaired bone healing, while the underling mechanisms are unknown. In this study, we sought to define the role of insulin signaling in the growth plate. Insulin treatment of embryonic metatarsal bones from wild-type mice increased chondrocyte proliferation. Mice lacking insulin receptor (IR) selectively in chondrocytes (CartIR-/-) had no discernable differences in total femoral length compared to control littermates. However, CartIR-/- mice exhibited an increase in chondrocyte numbers in the growth plate than that of the controls. Chondrocytes lacking IR had elevated insulin-like growth factor (IGF)-IR mRNA and protein levels. Subsequently, IGF-1 induced phosphorylafion of Akt and ERK was enhanced, while this action was eliminated when the cells were treated with IGF-1R inhibitor Picropodophyllin. Deletion of the IR impaired chondrogenic differentiation, and the effect could not be restored by treatment of insulin, but partially rescued by IGF-1 treatment. Intriguingly, the size of hypertrophic chondrocytes was smaller in CartIR-/- mice when compared with that of the control littermates, which was associated with upregnlation of tuberous sclerosis complex 2 (TSC2). These results suggest that deletion of the IR in chondrocytes sensitizes IGF-1R signaling and action, IR and IGF-1R coordinate to regulate the proliferation, differentiation and hypertrophy of growth plate chondrocytes. 展开更多
关键词 IGF-1 independent actions in growth plate chondrocytes Insulin exerts direct
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