RESUMO
Benzo[a]pyrene (B[a]P) is an environmental contaminant mainly studied for its toxic/carcinogenic effects. For a comprehensive and pathway orientated mechanistic understanding of the effects directly triggered by a toxic (5 µM) or a subtoxic (50 nM) concentration of B[a]P or indirectly by its metabolites, we conducted time series experiments for up to 24 h to study the effects in murine hepatocytes. These cells rapidly take up and actively metabolize B[a]P, which was followed by quantitative analysis of the concentration of intracellular B[a]P and seven representative degradation products. Exposure with 5 µM B[a]P led to a maximal intracellular concentration of 1604 pmol/5 × 10(4) cells, leveling at 55 pmol/5 × 10(4) cells by the end of the time course. Changes in the global proteome (>1000 protein profiles) and metabolome (163 metabolites) were assessed in combination with B[a]P degradation. Abundance profiles of 236 (both concentrations), 190 (only 5 µM), and 150 (only 50 nM) proteins were found to be regulated in response to B[a]P in a time-dependent manner. At the endogenous metabolite level amino acids, acylcarnitines and glycerophospholipids were particularly affected by B[a]P. The comprehensive chemical, proteome and metabolomic data enabled the identification of effects on the pathway level in a time-resolved manner. So in addition to known alterations, also protein synthesis, lipid metabolism, and membrane dysfunction were identified as B[a]P specific effects.
Assuntos
Benzo(a)pireno/toxicidade , Poluentes Ambientais/toxicidade , Aminoácidos/metabolismo , Animais , Benzo(a)pireno/metabolismo , Metabolismo dos Carboidratos/efeitos dos fármacos , Linhagem Celular Tumoral , Poluentes Ambientais/metabolismo , Expressão Gênica/efeitos dos fármacos , Metabolismo dos Lipídeos/efeitos dos fármacos , Redes e Vias Metabólicas , Metaboloma , Camundongos , Proteoma/genética , Proteoma/metabolismoRESUMO
BACKGROUND: Small molecule ligands often have multiple effects on the transcriptional program of a cell: they trigger a receptor specific response and additional, indirect responses ("side effects"). Distinguishing those responses is important for understanding side effects of drugs and for elucidating molecular mechanisms of toxic chemicals. RESULTS: We explored this problem by exposing cells to the environmental contaminant benzo-[a]-pyrene (B[a]P). B[a]P exposure activates the aryl hydrocarbon receptor (Ahr) and causes toxic stress resulting in transcriptional changes that are not regulated through Ahr. We sought to distinguish these two types of responses based on a time course of expression changes measured after B[a]P exposure. Using Random Forest machine learning we classified 81 primary Ahr responders and 1,308 genes regulated as side effects. Subsequent weighted clustering gave further insight into the connection between expression pattern, mode of regulation, and biological function. Finally, the accuracy of the predictions was supported through extensive experimental validation. CONCLUSION: Using a combination of machine learning followed by extensive experimental validation, we have further expanded the known catalog of genes regulated by the environmentally sensitive transcription factor Ahr. More broadly, this study presents a strategy for distinguishing receptor-dependent responses and side effects based on expression time courses.
Assuntos
Benzo(a)pireno/toxicidade , Transcriptoma , Animais , Linhagem Celular Tumoral , Análise por Conglomerados , Camundongos , Receptores de Hidrocarboneto Arílico/genética , Receptores de Hidrocarboneto Arílico/metabolismoRESUMO
Although the effects of high concentrations of the carcinogen benzo[a]pyrene (B[a]P) have been studied extensively, little is known about its effects at subacute toxic concentrations, which are typical for environmental pollutants. We exposed murine Hepa1c1c7 cells to a toxic concentration (5 µM) and a subacute concentration (50 nM) of B[a]P over a period of 2-24 h to differentiate between acute and pseudochronic effects and conducted a time-course analysis of B[a]P-influenced protein expression by DIGE. In total, a set of 120 spots were found to be significantly altered due to B[a]P exposure of which 112 were subsequently identified by mass spectrometry. Clustering and principal component analysis were conducted to identify sets of proteins responding in a concerted manner to the exposure. Our results indicate an immediate response to the contaminant at the protein level and demonstrate that B[a]P exposure alters the cellular response by disturbing proteins involved in oxidative stress, cell cycle regulation, apoptosis, and cytoskeleton organization. Furthermore, network analysis of protein-protein interactions revealed a complex network of interacting, B[a]P-regulated proteins mostly belonging to the cytoskeleton organization and several signal transduction pathways.
Assuntos
Benzo(a)pireno/toxicidade , Carcinoma Hepatocelular/metabolismo , Ciclo Celular/efeitos dos fármacos , Estresse Oxidativo/efeitos dos fármacos , Proteoma/metabolismo , Animais , Apoptose/efeitos dos fármacos , Linhagem Celular Tumoral , Citoesqueleto/metabolismo , Bases de Dados de Proteínas , Relação Dose-Resposta a Droga , Eletroforese em Gel Bidimensional , Citometria de Fluxo , Humanos , Neoplasias Hepáticas/metabolismo , Camundongos , Mapeamento de Interação de Proteínas , Transdução de Sinais/efeitos dos fármacos , Testes de ToxicidadeRESUMO
Parapoxvirus ovis (PPVO) is a member of the Poxviridae family and belongs to the genus Parapoxvirus. It displays only limited homology with orthopoxviruses and has some molecular features such as an unusual high GC content distinct from orthopoxviruses. Inactivated PPVO (iPPVO) displays strong immunostimulatory capacities mediating antiviral activity in vivo. The role of dendritic cells (DC) and the pattern recognition receptors and signaling requirements responsible for immunostimulation by iPPVO are unknown. We demonstrate here that bone marrow-derived plasmacytoid DC (BM-pDC) and bone marrow-derived conventional DC (BM-cDC) secrete alpha/beta interferon (IFN-alpha/beta) in response to iPPVO. Furthermore, iPPVO induces tumor necrosis factor alpha (TNF-alpha) and interleukin-12/23p40 (IL-12/23p40) release and major histocompatibility complex class II (MHC-II), MHC-I, and CD86 upregulation by bone marrow-derived DC (BMDC). After engulfment, iPPVO is located in endosomal compartments and in the cytosol of BMDC. iPPVO elicits IFN-alpha/beta by Toll-like receptor (TLR)-independent pathways in BM-cDC, since IFN-alpha/beta release does not require myeloid differentiation primary response gene 88 (MyD88) or TIR-domain containing adaptor protein inducing interferon (TRIF). In contrast, iPPVO-induced TNF-alpha release and enhanced expression of MHC-I and CD86 but not of MHC-II by BMDC chiefly requires MyD88 but not TLR2 or TLR4. Induction of IFN-alpha by iPPVO in BM-cDC occurred in the absence of IFN regulatory factor 3 (IRF3) but required the presence of IRF7, whereas iPPVO-triggered IFN-beta production required the presence of either IRF7 or IRF3. These results provide the first evidence that iPPVO mediates its immunostimulatory properties by TLR-independent and TLR-dependent pathways and demonstrate an important role of cDC for IFN-alpha/beta production.