Differential dynamic properties of scleroderma fibroblasts in response to perturbation of environmental stimuli.

Diseases are believed to arise from dysregulation of biological systems (pathways) perturbed by environmental triggers. Biological systems as a whole are not just the sum of their components, rather ever-changing, complex and dynamic systems over time in response to internal and external perturbation. In the past, biologists have mainly focused on studying either functions of isolated genes or steady-states of small biological pathways. However, it is systems dynamics that play an essential role in giving rise to cellular function/dysfunction which cause diseases, such as growth, differentiation, division and apoptosis. Biological phenomena of the entire organism are not only determined by steady-state characteristics of the biological systems, but also by intrinsic dynamic properties of biological systems, including stability, transient-response, and controllability, which determine how the systems maintain their functions and performance under a broad range of random internal and external perturbations. As a proof of principle, we examine signal transduction pathways and genetic regulatory pathways as biological systems. We employ widely used state-space equations in systems science to model biological systems, and use expectation-maximization (EM) algorithms and Kalman filter to estimate the parameters in the models. We apply the developed state-space models to human fibroblasts obtained from the autoimmune fibrosing disease, scleroderma, and then perform dynamic analysis of partial TGF-beta pathway in both normal and scleroderma fibroblasts stimulated by silica. We find that TGF-beta pathway under perturbation of silica shows significant differences in dynamic properties between normal and scleroderma fibroblasts. Our findings may open a new avenue in exploring the functions of cells and mechanism operative in disease development.

Differential dynamic properties of scleroderma fibroblasts in response to perturbation of environmental stimuli.

Diseases are believed to arise from dysregulation of biological systems (pathways) perturbed by environmental triggers. Biological systems as a whole are not just the sum of their components, rather ever-changing, complex and dynamic systems over time in response to internal and external perturbation. In the past, biologists have mainly focused on studying either functions of isolated genes or steady-states of small biological pathways. However, it is systems dynamics that play an essential role in giving rise to cellular function/dysfunction which cause diseases, such as growth, differentiation, division and apoptosis. Biological phenomena of the entire organism are not only determined by steady-state characteristics of the biological systems, but also by intrinsic dynamic properties of biological systems, including stability, transient-response, and controllability, which determine how the systems maintain their functions and performance under a broad range of random internal and external perturbations. As a proof of principle, we examine signal transduction pathways and genetic regulatory pathways as biological systems. We employ widely used state-space equations in systems science to model biological systems, and use expectation-maximization (EM) algorithms and Kalman filter to estimate the parameters in the models. We apply the developed state-space models to human fibroblasts obtained from the autoimmune fibrosing disease, scleroderma, and then perform dynamic analysis of partial TGF-beta pathway in both normal and scleroderma fibroblasts stimulated by silica. We find that TGF-beta pathway under perturbation of silica shows significant differences in dynamic properties between normal and scleroderma fibroblasts. Our findings may open a new avenue in exploring the functions of cells and mechanism operative in disease development.

Studies of MEKK2 activation mechanisms and its biological role in LPS/TLR4 signaling

MEKK2 is an evolutionarily conserved mitogen-activated protein kinase (MAPK) kinase kinase (MAP3K) that controls the MAPK and IKK-NF-κB pathways. The MAPK and IKK pathways are intracellular signaling networks that are crucial for the Toll-like receptor (TLR) mediated innate immunity, cellular stress and many other physiological responses. Members of the MAP3K family are central to the activation of these processes. However, the molecular mechanisms underlying stimuli-mediated MAP3K activation remain largely unknown. In this study, we identified a key phosphoserine residue, Ser-519 in MEKK2, and its equivalent site Ser-526 in MEKK3 within their activation loop whose phosphorylation are essential for their optimal activation. Mutation of this regulatory serine to an alanine severely impaired MEKK2 activation and MEKK2 signaling to its downstream targets. To demonstrate that physiological stimuli induce this serine phosphorylation, we generated an antibody that specifically recognizes the phosphorylated serine residue. We found that many, but not all, of the MAPK agonists, including the TLR ligands, growth factors, cytokines and cellular stresses, induced this regulatory serine phosphorylation in MEKK2, suggesting an involvement of MEKK2 in the activation of the MAPK cascade leading to different cellular responses. We further investigated the specific role of MEKK2 in LPS/TLR4 signaling by using MEKK2−/− mice. We found that MEKK2 was selectively required for LPS-induced ERK1/2 activation, but not JNK, p38 or NF-κB activation. We also found that MEKK2 was involved in TLR4 dependent induction of proinflammatory cytokines and LPS-induced septic shock. In conclusion, we identified a key regulatory serine residue in the activation loop of MEKK2 whose phosphorylation is a key sensor of receptor- and cellular stress-mediated signals. We also demonstrated that MEKK2 is crucial for TLR4-mediated innate immunity. ^