Our technological ability to both rapidly sequence and synthesize DNA has transformed the way we study biological systems. High-throughput technologies have led to a large-scale characterization and connectivity map of the genes involved in various biological processes in a field known as 'Systems Biology.' A complimentary approach, 'Synthetic Biology', is emerging to synthetically build small networks of genes and then systematically increase complexity. These approaches lead to an interesting and open question-- What are the underlying design principles that make a network of genes perform a particular function? And how best can we rewire gene networks to build applications that shape the environment, energy, and human health?
My research interests span a diverse array of biological systems with particular emphasis on quantitative understanding and engineering of dynamic behavior. The approach I take combines microfluidic technologies, time-lapse fluorescence microscopy, molecular cloning, in vivo animal techniques, and quantitative modeling to both understand and engineer biological systems. For further reading, abstracts from selected works are shown below. The Video & Art+Outreach pages show related content.
Programmable probiotics for detection of cancer in urine
Tal Danino, Arthur Prindle, Gabriel A. Kwong, Matthew Skalak, Howard Li, Kaitlin Allen, Jeff Hasty, and Sangeeta Bhatia. " Programmable probiotics for detection of cancer in urine." Science Translational Medicine Vol. 7, Issue 289, p. 289ra84.
Summary: Rapid advances in the forward engineering of genetic circuitry in living cells has positioned synthetic biology as a potential means to solve numerous biomedical problems, including disease diagnosis and therapy. One challenge in exploiting synthetic biology for translational applications is to engineer microbes that are well tolerated by patients and seamlessly integrate with existing clinical methods. We use the safe and widely used probiotic Escherichia coli Nissle 1917 to develop an orally administered diagnostic that can noninvasively indicate the presence of liver metastasis by producing easily detectable signals in urine. Our microbial diagnostic generated a high-contrast urine signal through selective expansion in liver metastases (106-fold enrichment) and high expression of a lacZ reporter maintained by engineering a stable plasmid system. The lacZ reporter cleaves a substrate to produce a small molecule that can be detected in urine. E. coli Nissle 1917 robustly colonized tumor tissue in rodent models of liver metastasis after oral delivery but did not colonize healthy organs or fibrotic liver tissue. We saw no deleterious health effects on the mice for more than 12 months after oral delivery. Our results demonstrate that probiotics can be programmed to safely and selectively deliver synthetic gene circuits to diseased tissue microenvironments in vivo. [PDF Link]
A synchronized quorum of genetic clocks
Tal Danino, Octavio Mondragón-Palomino, Lev Tsimring, and Jeff Hasty. "A synchronized quorum of genetic clocks." Nature 463, no. 7279 (2010): 326-330.
Summary: The engineering of genetic circuits with predictive functionality in living cells represents a defining focus of the expanding field of synthetic biology. This focus was elegantly set in motion a decade ago with the design and construction of a genetic toggle switch and an oscillator, with subsequent highlights that have included circuits capable of pattern generation, noise shaping, edge detection and event counting. Here we describe an engineered gene network with global intercellular coupling that is capable of generating synchronized oscillations in a growing population of cells. Using microfluidic devices tailored for cellular populations at differing length scales, we investigate the collective synchronization properties along with spatiotemporal waves occurring at millimetre scales. We use computational modelling to describe quantitatively the observed dependence of the period and amplitude of the bulk oscillations on the flow rate. The synchronized genetic clock sets the stage for the use of microbes in the creation of a macroscopic biosensor with an oscillatory output. Furthermore, it provides a specific model system for the generation of a mechanistic description of emergent coordinated behaviour at the colony level. [PDF Link]
Entrainment of a population of synthetic genetic oscillators
Mondragón-Palomino, Octavio, Tal Danino, Jangir Selimkhanov, Lev Tsimring, and Jeff Hasty. "Entrainment of a population of synthetic genetic oscillators." Science 333, no. 6047 (2011): 1315-1319.
Summary: Biological clocks are self-sustained oscillators that adjust their phase to the daily environmental cycles in a process known as entrainment. Molecular dissection and mathematical modeling of biological oscillators have progressed quite far, but quantitative insights on the entrainment of clocks are relatively sparse. We simultaneously tracked the phases of hundreds of synthetic genetic oscillators relative to a common external stimulus to map the entrainment regions predicted by a detailed model of the clock. Synthetic oscillators were frequency-locked in wide intervals of the external period and showed higher-order resonance. Computational simulations indicated that natural oscillators may contain a positive-feedback loop to robustly adapt to environmental cycles. [PDF Link]
A sensing array of radically coupled genetic "biopixels."
Prindle, Arthur, Phillip Samayoa, Ivan Razinkov, Tal Danino, Lev S. Tsimring, and Jeff Hasty. "A sensing array of radically coupled genetic "biopixels." Nature 481, no. 7379 (2012): 39-44.
Summary: Although there has been considerable progress in the development of engineering principles for synthetic biology, a substantial challenge is the construction of robust circuits in a noisy cellular environment. Such an environment leads to considerable intercellular variability in circuit behaviour, which can hinder functionality at the colony level. Here we engineer the synchronization of thousands of oscillating colony ‘biopixels’ over centimetre-length scales through the use of synergistic intercellular coupling involving quorum sensing within a colony and gas-phase redox signalling between colonies. We use this platform to construct a liquid crystal display (LCD)-like macroscopic clock that can be used to sense arsenic via modulation of the oscillatory period. Given the repertoire of sensing capabilities of bacteria such as Escherichia coli, the ability to coordinate their behaviour over large length scales sets the stage for the construction of low cost genetic biosensors that are capable of detecting heavy metals and pathogens in the field.
In vivo gene expression dynamics of tumor-targeted bacteria
Danino, Tal, Justin Lo, Arthur Prindle, Jeff Hasty, and Sangeeta N. Bhatia. "In vivo gene expression dynamics of tumor-targeted bacteria." ACS synthetic biology 1, no. 10 (2012): 465-470.
Summary: The engineering of bacteria to controllably deliver therapeutics is an attractive application for synthetic biology. While most synthetic gene networks have been explored within microbes, there is a need for further characterization of in vivo circuit behavior in the context of applications where the host microbes are actively being investigated for efficacy and safety, such as tumor drug delivery. One major hurdle is that culture-based selective pressures are absent in vivo, leading to strain-dependent instability of plasmid-based networks over time. Here, we experimentally characterize the dynamics of in vivo plasmid instability using attenuated strains of S. typhimurium and real-time monitoring of luminescent reporters. Computational modeling described the effects of growth rate and dosage on live-imaging signals generated by internal bacterial populations. This understanding will allow us to harness the transient nature of plasmid-based networks to create tunable temporal release profiles that reduce dosage requirements and increase the safety of bacterial therapies. [PDF Link]
In-silico patterning of vascular mesenchymal cells in three dimensions
Danino, Tal, Dmitri Volfson, Sangeeta N. Bhatia, Lev Tsimring, and Jeff Hasty. "In-silico patterning of vascular mesenchymal cells in three dimensions." PloS one 6, no. 5 (2011): e20182.
Summary: Cells organize in complex three-dimensional patterns by interacting with proteins along with the surrounding extracellular matrix. This organization provides the mechanical and chemical cues that ultimately influence a cell's differentiation and function. Here, we computationally investigate the pattern formation process of vascular mesenchymal cells arising from their interaction with Bone Morphogenic Protein-2 (BMP-2) and its inhibitor, Matrix Gla Protein (MGP). Using a first-principles approach, we derive a reaction-diffusion model based on the biochemical interactions of BMP-2, MGP and cells. Simulations of the model exhibit a wide variety of three-dimensional patterns not observed in a two-dimensional analysis. We demonstrate the emergence of three types of patterns: spheres, tubes, and sheets, and show that the patterns can be tuned by modifying parameters in the model such as the degradation rates of proteins and chemotactic coefficient of cells. Our model may be useful for improved engineering of three-dimensional tissue structures as well as for understanding three dimensional microenvironments in developmental processes. [PDF Link]
Full List of Publications CV Here
- Danino, T.*, Mondragon-Palomino, O.*, Tsimring, L., and Hasty, J. A synchronized quorum of genetic clocks. Nature 463, 326-330 (2010)
- Mather, W., Mondragon-Palomino, O., Danino, T., Hasty, J., and Tsimring, L.S. Streaming instability in growing cell populations. Physical Review Letters 104(20), 208101 (2010)
- Danino,T., Volfson, D., Bhatia, S., Tsimring, L., and Hasty, J. In-silico pattern formation of vascular mesenchymal stem-cells in three-dimensions. PLoS ONE 6(5), e20182 (2011)
- Boyer, D., Mather, W., Mondragon-Palomino, O., Orozco-Fuentes, S., Danino, T., Hasty, J., and Tsimring, L. S. Buckling instability in ordered bacterial colonies. Physical Biology 8, 026008 (2011)
- Mondragon-Palomino, O., Danino, T., Selimkhanov, J., Tsimring, L.S., and Hasty, J. Entrainment of a population of synthetic genetic oscillators. Science 333(6047), 1315-1319 (2011)
- Prindle, A.*, Samayoa, P.*, Razinkov, I., Danino, T., Tsimring, L.S. and Hasty, J. Sensing array of radically coupled genetic biopixels. Nature 481, 39-44 (2011)
- Cookson, N.A.*, Mather, W.H.*, Danino, T., Mondragón-Palomino, O., Williams, R. J., Tsimring, L. S., and Hasty, J. Queueing up for enzymatic processing: Correlated signaling through coupled degradation. Molecular Systems Biology 7:561, (2011)
- Prindle, A., Selimkhanov, J.S., Danino, T., Samayoa, P., Goldberg, A., Bhatia, S., and Hasty, J. Synthetic biology in clinically relevant microbes. ACS Synthetic biology 1(10), 458-464 (2012)
- Danino, T., Lo, J., Prindle, A., Hasty, J., and Bhatia, S. In vivo gene expression dynamics from tumor-targeted bacteria. ACS Synthetic biology 1(10), 465-470 (2012)
- Danino, T.*, Prindle, A.*, Hasty, J., and Bhatia, S. Measuring growth and gene expression dynamics of tumor-targeted S. typhimurium bacteria. Journal of Visualized Experiments 77, e50540 (2013)
- Danino, T.*, Prindle, A.*, Kwong, G., Skalak, M., Li, H., Allen, K., Hasty, J., and Bhatia, S. Programmable Probiotics: Gene Circuit Chaperones for Non-invasive Cancer Detection. Sci. Transl. Med. 7, 289ra84 (2015)
- Din, O.*, Danino, T.*, Prindle, A., Selimkhanov, J., Allen, K., Ellixis, J., Skalak, M., Tsimring, L., Bhatia S., and Hasty, J. Engineered bacteria for stealth and pulsatile destruction of tumor cells. (in revision)
- Luna, J., Scheel, T., Danino, T., Shaw, K., Takacs, C., Mele, A., Fak, J., Nishiuchi, E., Cantanese, M., Rice, C., Darnell, R. Hepatitis C virus RNA functionally sequesters miR-122. Cell 160(6), 1099–1110 (2015)