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"Quantitative Analysis of Cytokine-Induced Hepatocyte Proliferation, Apoptosis, and Toxicity"
"Quantitative Analysis of Cytokine-Induced Hepatocyte Proliferation, Apoptosis, and Toxicity"


Many therapeutic agents, including viral gene therapy vectors and small molecule pharmaceutical compounds, are confounded by liver toxicity due to, in part, relationships with inflammatory stimuli in eliciting hepatocyte toxicity and/or death. Our work focuses on developing physiologically relevant in vitro approaches to quantitatively assess how hepatocytes regulate, through the activities of intracellular and extracellular signaling networks, cell fate decisions related to proliferation, survival, apoptosis, and differentiated function following cytokine stimulation in the presence of viral gene therapy agents or small molecule drugs.
Many therapeutic approaches, including viral gene therapy agents and small molecule pharmaceutical compounds, are confounded by liver toxicity due to, in part, synergistic relationships with inflammatory stimuli in eliciting hepatocyte toxicity and/or death. My work focuses quantitatively measuring and modeling how hepatocytes regulate, through the activities of intracellular and extracellular signaling networks, cell behavioral responses following cytokine stimulation in the presence of viral gene therapy agents or small molecule drugs in physiologically relevant ''in vitro'' cell models.


Initially, we examined the role of a specific inflammatory cytokine, tumor necrosis factor alpha (TNF), which regulates both hepatocyte proliferation and apoptosis in vivo.  We have shown that TNF stimulates hepatocyte proliferation and (adenoviral vector-sensitized) apoptosis in vitro through an inducible and time-varying autocrine cascade containing the growth factor TGF-α and the cytokines IL-1α/β and IL-1ra. This TGF-α–IL-1α/β–IL-1ra autocrine cascade regulates TNF-induced hepatocyte proliferation and apoptosis responses in a self-antagonizing manner by contributing to multiple signaling pathways, including Akt, ERK, JNK, p38, and IKK–NF-κB, downstream of TNFR.
Initially, I examined the role of the inflammatory cytokine tumor necrosis factor(TNF), which regulates both hepatocyte proliferation and apoptosis ''in vivo''I showed that TNF stimulates hepatocyte proliferation and (adenoviral vector infection-sensitized) apoptosis ''in vitro'' through a time-varying autocrine cascade involving the growth factor TGF-α and the cytokines IL-1α/β and IL-1ra. I demonstrated that the inducible TGF-α–IL-1α/β–IL-1ra autocrine cascade regulates hepatocyte responses to TNF in a self-antagonizing manner by modulating multiple signaling pathways, including Akt, ERK, JNK, p38, and IKK–NF-κB, downstream of TNFR that both positively and negatively regulate hepatocyte proliferation and apoptosis.  


Currently, we are developing in vitro models of idiosyncratic drug hepatotoxicity by examining the interactions between multiple pharmaceutical compounds and inflammatory cytokines. In this work, we aim to elucidate how certain idiosyncratic hepatotoxic drugs exhibit synergistic toxicity relationships with inflammatory cytokines by collecting systems-level intracellular signaling data and phenotypic cellular toxicity data. This data set has been used to develop data-driven signaling-outcome models through partial least squares regression (PLSR) approaches to identify and predict key signaling activities that regulate a diverse set of hepatocyte toxicity phenotypes and to inform future therapeutic strategies.  
Currently, I am developing ''in vitro'' models of idiosyncratic drug hepatotoxicity by examining the interactions between multiple pharmaceutical compounds and inflammatory cytokines. In this work, I aim to elucidate how certain idiosyncratic hepatotoxic drugs exhibit synergistic toxicity relationships with inflammatory cytokines by collecting systems-level intracellular signaling data and phenotypic cellular toxicity data. This data set has been used to develop data-driven signaling-outcome models through partial least squares regression (PLSR) approaches to identify and predict key signaling activities that regulate a diverse set of hepatocyte toxicity phenotypes and to inform future therapeutic strategies.  




''Publications:''
''Publications:''


[1] Cosgrove BD, Griffith LG, Lauffenburger DA. Fusing tissue engineering and systems biology toward fulfulling their promise. ''Cellular and Molecular Bioengineering'', 2008. ''in press'', [http://dx.doi.org/10.1007/s12195-008-0007-9 DOI.]
[1] Cosgrove BD, Griffith LG, Lauffenburger DA. Fusing tissue engineering and systems biology toward fulfulling their promise. ''Cellular and Molecular Bioengineering'' 1:33-41, 2008. [http://dx.doi.org/10.1007/s12195-008-0007-9 DOI.]


[2] Cosgrove BD, Cheng C, Pritchard JR, Stolz DB, Lauffenburger DA, Griffith LG. An inducible autocrine cascade regulates rat hepatocyte proliferation and apoptosis responses to tumor necrosis factor-α. ''Hepatology'', 2008. ''accepted''.
[2] Cosgrove BD, Cheng C, Pritchard JR, Stolz DB, Lauffenburger DA, Griffith LG. An inducible autocrine cascade regulates rat hepatocyte proliferation and apoptosis responses to tumor necrosis factor-α. ''Hepatology'', 2008. ''in press''.





Revision as of 10:09, 8 May 2008

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Ben Cosgrove CV email Epernicus

Ph.D. Student

Department of Biological Engineering webpage

Massachusetts Institute of Technology webpage


Research Advisors:


Research Summary:

"Quantitative Analysis of Cytokine-Induced Hepatocyte Proliferation, Apoptosis, and Toxicity"

Many therapeutic approaches, including viral gene therapy agents and small molecule pharmaceutical compounds, are confounded by liver toxicity due to, in part, synergistic relationships with inflammatory stimuli in eliciting hepatocyte toxicity and/or death. My work focuses quantitatively measuring and modeling how hepatocytes regulate, through the activities of intracellular and extracellular signaling networks, cell behavioral responses following cytokine stimulation in the presence of viral gene therapy agents or small molecule drugs in physiologically relevant in vitro cell models.

Initially, I examined the role of the inflammatory cytokine tumor necrosis factor-α (TNF), which regulates both hepatocyte proliferation and apoptosis in vivo. I showed that TNF stimulates hepatocyte proliferation and (adenoviral vector infection-sensitized) apoptosis in vitro through a time-varying autocrine cascade involving the growth factor TGF-α and the cytokines IL-1α/β and IL-1ra. I demonstrated that the inducible TGF-α–IL-1α/β–IL-1ra autocrine cascade regulates hepatocyte responses to TNF in a self-antagonizing manner by modulating multiple signaling pathways, including Akt, ERK, JNK, p38, and IKK–NF-κB, downstream of TNFR that both positively and negatively regulate hepatocyte proliferation and apoptosis.

Currently, I am developing in vitro models of idiosyncratic drug hepatotoxicity by examining the interactions between multiple pharmaceutical compounds and inflammatory cytokines. In this work, I aim to elucidate how certain idiosyncratic hepatotoxic drugs exhibit synergistic toxicity relationships with inflammatory cytokines by collecting systems-level intracellular signaling data and phenotypic cellular toxicity data. This data set has been used to develop data-driven signaling-outcome models through partial least squares regression (PLSR) approaches to identify and predict key signaling activities that regulate a diverse set of hepatocyte toxicity phenotypes and to inform future therapeutic strategies.


Publications:

[1] Cosgrove BD, Griffith LG, Lauffenburger DA. Fusing tissue engineering and systems biology toward fulfulling their promise. Cellular and Molecular Bioengineering 1:33-41, 2008. DOI.

[2] Cosgrove BD, Cheng C, Pritchard JR, Stolz DB, Lauffenburger DA, Griffith LG. An inducible autocrine cascade regulates rat hepatocyte proliferation and apoptosis responses to tumor necrosis factor-α. Hepatology, 2008. in press.


Member of:


Funding: