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The potential mammalian hepatotoxicity of nanomaterials were explored in dose-response and structure-activity studies with human hepatic HepG2 cells exposed to between 10 and 1000 ug/ml of six different TiO2 and four CeO2 nanomaterials for 3 days. Various biochemical parameters were then evaluated to study cytotoxicity, cell growth, hepatic function and oxidative stress. Few indications of cytotoxicity were observed between 10 and 100 ug/ml. In the 300 to 1000 ug/ml exposure range a moderate to substantial degree of cytotoxicity was observed. The percent of lactic dehydrogenase released from cells was the most sensitive cytotoxicity parameter. There were four major biochemical effects observed. By far decreased activities of glucose 6-phosphate dehydrogenase was the major finding of this enzymatic study with some significant decreases observed at 10 ug/ml. In the range of 100 to 1000 ug/ml, the activities of superoxide dismutase, glutathione reductase and glutathione peroxidase were decreased by many nanomaterials. There are six factors that contribute to substantial oxidative stress in cultured hepatocytes (decreased GSH content, and reduced G6PDH, GRD, GPX, SOD and altered catalase activities). Cytotoxicity per se did not seem to fully explain the patterns of biological responses observed. With respect to structure-activity, nanomaterials of CeO2 were more effective than TiO2 in reducing glutathione reductase and SOD activities. The nanomaterials labeled D (TiO2 from Alfa Aesar, 22 nm dry primary particle size) and M (CeO2 from NanoAmor, 8 nm) were particularly biologically active compared to other nanomaterials of the same chemical composition. Nanomaterials with 99.9% chemical identity can be surprising different in their biological effects.