Advanced technologies and biology have extremely different physical implementations, but they are far more alike in systems-level organization than is widely appreciated. Convergent evolution in both domains produces modular architectures that are composed of elaborate hierarchies of protocols and layers of feedback regulation, are driven by demand for robustness to uncertain environments, and use often imprecise components. This complexity may be largely hidden in idealized laboratory settings and in normal operation, becoming conspicuous only when contributing to rare cascading failures. These puzzling and paradoxical features are neither accidental nor artificial, but derive from a deep and necessary interplay between complexity and robustness, modularity, feedback, and fragility. This review describes insights from engineering theory and practice that can shed some light on biological complexity.

Standard cell culture systems impose environmental oxygen (O 2 ) levels of 20%, whereas actual tissue O 2 levels in both developing and adult brain are an order of magnitude lower. To address whether proliferation and differentiation of CNS precursors in vitro are influenced by the O 2 environment, we analyzed embryonic day 12 rat mesencephalic precursor cells in traditional cultures with 20% O 2 and in lowered O 2 (3 Ϯ 2%). Proliferation was promoted and apoptosis was reduced when cells were grown in lowered O 2 , yielding greater numbers of precursors. The differentiation of precursor cells into neurons with specific neurotransmitter phenotypes was also significantly altered. The percentage of neurons of dopaminergic phenotype increased to 56% in lowered O 2 compared with 18% in 20% O 2 . Together, the increases in total cell number and percentage of dopaminergic neurons resulted in a ninefold net increase in dopamine neuron yield. Differential gene expression analysis revealed more abundant messages for FGF8, engrailed-1, and erythropoietin in lowered O 2 . Erythropoietin supplementation of 20% O 2 cultures partially mimicked increased dopaminergic differentiation characteristic of CNS precursors cultured in lowered O 2 . These data demonstrate increased proliferation, reduced cell death, and enhanced dopamine neuron generation in lowered O 2 , making this method an important advance in the ex vivo generation of specific neurons for brain repair. Key words: CNS precursors; CNS stem cells; dopaminergic neurons; erythropoietin; oxygen; Parkinson's diseaseCultured CNS stem cells have proved useful in defining the pathways that lead to generation of neurons and glia (McKay, 1997). These cells self-renew, and after mitogen withdrawal, differentiate into neurons, astrocytes and oligodendrocytes in predictable proportions (Johe et al., 1996;McKay, 1997). Single extrinsic factors can shift the fate of CNS stem cells toward specific cell lineages (Johe et al., 1996;Panchision et al., 1998). The potential therapeutic application of CNS stem cells in common degenerative and ischemic diseases has become a major focus of research. The generation of dopaminergic neurons from CNS precursors is of special interest given the promising results of fetal cell transplantation in patients with Parkinson's disease (Olanow et al., 1996; Piccini at al., 1999;Freeman et al., 2000).In clinical settings, gases are appreciated as primary variables in organ survival, with O 2 as the critical gas parameter. However, traditional CNS stem cell culture (as well as virtually all other ex vivo cell culture) is performed in nonphysiologically high O 2 . Standard tissue culture incubator conditions are 5% CO 2 and 95% air, which exposes cells to a 20% O 2 environment. In mammalian brain, interstitial tissue O 2 levels range from ϳ1 to 5% (Table 1). We tested the effects of culturing CNS progenitor cells in physiological "lowered" (3 Ϯ 2%) O 2 , comparing the cultures with those grown in the usual 20% O 2 . Our results indicate that oxygen lowere...

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