Michael Elowitz

Last updated

Michael Elowitz
Alma mater University of California, Berkeley (BA)
Princeton University (PhD)
Awards MacArthur Fellows Program
Scientific career
FieldsBiology
Institutions California Institute of Technology;
Howard Hughes Medical Institute
External videos
Nuvola apps kaboodle.svg "Beat of life: Understanding the cell's rhythms", Michael Elowitz on cellular oscillations, Knowable Magazine

Michael B. Elowitz is a biologist and professor of Biology, Bioengineering, and Applied Physics at the California Institute of Technology, [1] [2] [3] and investigator at the Howard Hughes Medical Institute. [4] In 2007 he was the recipient of the Genius grant, better known as the MacArthur Fellows Program for the design of a synthetic gene regulatory network, the Repressilator, which helped initiate the field of synthetic biology. [5] He was the first to show how inherently random effects, or 'noise', in gene expression could be detected and quantified in living cells, [6] leading to a growing recognition of the many roles that noise plays in living cells. His work in Synthetic Biology and Noise represent two foundations of the field of Systems Biology. Since then, his laboratory has contributed to the development of synthetic biological circuits that perform a range of functions inside cells, and revealed biological circuit design principles underlying epigenetic memory, cell fate control, cell-cell communication, and multicellular behaviors. [7]

Contents

Early life and education

Elowitz was born in Los Angeles, California, [8] where he attended the Portola Highly Gifted Magnet School and the Hamilton Humanities Magnet High Schools. In 1992, he received his B.A. in physics from the University of California, Berkeley. In 1999, he completed his Ph.D. in physics at Princeton University. [9]

As a graduate student under the mentorship of Stanislas Leibler, he began designing synthetic genetic circuits. During his graduate studies, he spent a year at the European Molecular Biology Laboratory (EMBL) in Heidelberg, where he engineered parts of the Repressilator. Upon returning to Princeton, Elowitz showed that the circuit could successfully generate dynamic oscillations in gene expression, causing individual cells to "blink" on and off, and demonstrating that new dynamic behaviors could be programmed in living cells. [10]

Career

His laboratory studies the dynamics of genetic circuits in individual living cells using synthetic biology, time-lapse microscopy, and mathematical modeling, with a particular focus on the way in which cells make use of noise to implement behaviors that would be difficult or impossible without it. Recently, his lab has expanded their approaches beyond bacteria to include eukaryotic and mammalian cells. [11]

Research

Elowitz's research seeks to learn how to program new behaviors in living cells through a "build to understand" approach. [12] His laboratory integrates synthetic biology, quantitative systems biology, and single-cell analysis techniques. Lab research has focused on biological circuits that process and store information, allow cell-cell communication, generate differentiation and other dynamic cell behaviors, as well as circuits that can provide therapeutic capabilities. [13] [14] [15]

The repressilator

As a graduate student, Elowitz designed and constructed the repressilator, a synthetic genetic oscillator composed of three transcriptional repressors arranged in a cyclic inhibitory loop. This fully synthetic circuit, rationally designed using mathematical modeling, generated periodic fluorescence oscillations in individual cells, demonstrating that engineered gene networks can produce predictable dynamic behaviors. [16] Together with a simultaneous demonstration of synthetic toggle switches, this work sparked the development of synthetic biology. [17]

Stochastic gene expression and its functional roles

A major theme of Elowitz’s work has been quantifying how stochastic biochemical events lead to both useful and deleterious biological variation. In 2002, his group introduced two fluorescent reporters into the same cells, enabling them to quantify intrinsic stochastic noise in gene expression from other, extrinsic, sources of variation, such as fluctuations in upstream components. [18] Subsequent time-lapse studies showed that intrinsic and extrinsic noise operate on distinct timescales, [19] and showed that correlations in stochastic fluctuations can be used to infer molecular interactions in synthetic and natural circuits. [20]

Elowitz's lab also revealed functional roles for noise. For example, they showed how excitable gene-circuit architectures generate probabilistic, rather than deterministic, differentiation behaviors to enable bet-hedging in prokaryotes. [21] [22] [23] In a different study, Elowitz and his team showed how noise in bacterial sporulation could facilitate developmental evolution by enabling partially penetrant mutant phenotypes. [24] [25]

Extending this approach to mammalian cells, he worked with Ellen Rothenberg to show that stochastic epigenetic events at a single gene could control T cell lineage commitment. [26] Collectively, this and other work established that stochastic interactions can control cellular decision-making.

Pulsing, dynamics, and time-based regulation

Building on these discoveries, Elowitz's group went on to discover an inherently dynamic mode of gene regulation, in which transcription factors regulate genes through dynamic pulsing rather than through steady activation levels. In these systems, cells control the frequency and relative timing of activity pulses rather than tune steady-state factor activities. In yeast, they showed that the Crz1 transcription factor undergoes frequency-modulated nuclear localization bursts whose rate encodes upstream input signals, enabling cells to coordinate the responses of many genes. [27] [28] They then demonstrated that cells use the relative timing of pulses to integrate information from multiple signaling pathways. [29] [30] Interestingly, pulsatile regulation was not limited to eukaryotes. Elowitz's team showed that bacteria generate dynamic pulses of the sigma factors regulating the general stress response. [31] Collectively, this work revealed a pervasive, inherently dynamic mode of gene regulation, its mechanistic basis, and its functional roles.

Discovery of eukaryotic circuit design principles

Moving from gene regulation to cell-cell communication, Elowitz's laboratory uncovered principles of important signaling pathways. His group discovered that interactions between Notch receptors and ligands in the same cell (cis interactions) can generate mutually exclusive “sender” and “receiver” states [32] or allow autocrine signaling. [33] They further discovered that different Notch ligands can activate distinct transcriptional programs through a single receptor by activating it with different dynamics, showing how signaling pathways use dynamics to encode and decode informatio.n [34]

Extending this work to spatial patterning, Elowitz's team reconstituted and re-wired morphogen signaling pathways in spatial systems to understand what features of signaling pathways enable precise spatial patterning. This work revealed specific circuit design principles underlying patterning in the Sonic Hedgehog [35] and Bone Morphogenetic Protein (BMP) pathways. [36]

Elowitz's laboratory also uncovered principles of combinatorial encoding. A ubiquitous feature of cell signaling systems is their use of many-to-many interactions among sets of ligand and receptor variants. The Elowitz team showed this feature allows information to be encoded in ligand combinations and contextually decoded in different ways by different cell types. [37] They also worked out functional implications of this scheme in subsequent papers. [38] The laboratory has extended this principle to systems of interacting transcription factors, showing that they could similarly provide contextual responses to combinatorial inputs. [39]

Elowitz and his team also applied synthetic biology and rewiring approaches to understand and engineer epigenetic memory, showing how cells write and maintain stable memory states at individual loci through a dynamic, stochastic system. [40]

Synthetic recording systems and differentiation dynamics

A major challenge in biology is to recover the dynamic histories of individual cells. With Long Cai and others, the Elowitz lab developed MEMOIR, a system for recording lineage and cellular event histories within cellular genomes. [41] [42] [43] A distinguishing feature of these systems is their ability to recover lineage information from images, preserving spatial organization. [44]

Together with Jay Shendure and Alex Schier, Elowitz co-directed the Allen Discovery Center for Cell Lineage Tracing to enable the engineering of synthetic recording systems. [45] Alongside this work, they also created and demonstrated methods for inferring cell fate programs from lineage histories. [46] [47]

Awards

Peer-reviewed publications

References

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  6. Elowitz, Michael B.; Levine, Arnold J.; Siggia, Eric D.; Swain, Peter S. (August 16, 2002). "Database of Cell Signaling and Virtual Journal - Science Signaling" . Science. 297 (5584): 1183–1186. Bibcode:2002Sci...297.1183E. doi:10.1126/science.1070919. PMID   12183631.
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  10. Elowitz, Michael B.; Leibler, Stanislas (January 2000). "A synthetic oscillatory network of transcriptional regulators". Nature. 403 (6767): 335–338. Bibcode:2000Natur.403..335E. doi:10.1038/35002125. ISSN   1476-4687. PMID   10659856.
  11. "Gene Circuit Dynamics in Regulation and Differentiation", Howard Hughes Medical Institute
  12. Elowitz, Michael; Lim, Wendell A. (December 2010). "Build life to understand it". Nature. 468 (7326): 889–890. Bibcode:2010Natur.468..889E. doi:10.1038/468889a. ISSN   1476-4687. PMID   21164460.
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  14. Flynn, Michael J.; Mayfield, Acacia M. H.; Du, Rongrong; Gradinaru, Viviana; Elowitz, Michael B. (March 14, 2024). "Synthetic dosage-compensating miRNA circuits allow precision gene therapy for Rett syndrome". pp. 2024.03.13.584179. bioRxiv   10.1101/2024.03.13.584179 .
  15. Du, Rongrong; Flynn, Michael J.; Mahe, Karan; Honsa, Monique; Gu, Bo; Li, Dongyang; McGeary, Sean E.; Gradinaru, Viviana; Jungmann, Ralf; Elowitz, Michael B. (December 2, 2025). "miRNA modules for precise, tunable control of gene expression". pp. 2024.03.12.583048. bioRxiv   10.1101/2024.03.12.583048 .
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  17. Cameron, D. Ewen; Bashor, Caleb J.; Collins, James J. (May 2014). "A brief history of synthetic biology". Nature Reviews Microbiology. 12 (5): 381–390. doi:10.1038/nrmicro3239. ISSN   1740-1534.
  18. Elowitz, Michael B.; Levine, Arnold J.; Siggia, Eric D.; Swain, Peter S. (August 16, 2002). "Stochastic Gene Expression in a Single Cell". Science. 297 (5584): 1183–1186. doi:10.1126/science.1070919.
  19. Rosenfeld, Nitzan; Young, Jonathan W.; Alon, Uri; Swain, Peter S.; Elowitz, Michael B. (March 25, 2005). "Gene Regulation at the Single-Cell Level". Science. 307 (5717): 1962–1965. doi:10.1126/science.1106914.
  20. Dunlop, Mary J.; Cox, Robert Sidney; Levine, Joseph H.; Murray, Richard M.; Elowitz, Michael B. (December 2008). "Regulatory activity revealed by dynamic correlations in gene expression noise". Nature Genetics. 40 (12): 1493–1498. doi:10.1038/ng.281. ISSN   1546-1718.
  21. Eldar, Avigdor; Elowitz, Michael B. (September 2010). "Functional roles for noise in genetic circuits". Nature. 467 (7312): 167–173. doi:10.1038/nature09326. ISSN   1476-4687.
  22. Süel, Gürol M.; Kulkarni, Rajan P.; Dworkin, Jonathan; Garcia-Ojalvo, Jordi; Elowitz, Michael B. (March 23, 2007). "Tunability and Noise Dependence in Differentiation Dynamics". Science. 315 (5819): 1716–1719. doi:10.1126/science.1137455.
  23. Süel, Gürol M.; Garcia-Ojalvo, Jordi; Liberman, Louisa M.; Elowitz, Michael B. (March 2006). "An excitable gene regulatory circuit induces transient cellular differentiation". Nature. 440 (7083): 545–550. doi:10.1038/nature04588. ISSN   1476-4687.
  24. "Michael Elowitz and Avigdor Eldar Show How Evolution Can Allow for Large Developmental Leaps". Applied Physics and Materials Science. July 20, 2009. Retrieved January 13, 2026.
  25. Eldar, Avigdor; Chary, Vasant K.; Xenopoulos, Panagiotis; Fontes, Michelle E.; Losón, Oliver C.; Dworkin, Jonathan; Piggot, Patrick J.; Elowitz, Michael B. (July 2009). "Partial penetrance facilitates developmental evolution in bacteria". Nature. 460 (7254): 510–514. doi:10.1038/nature08150. ISSN   1476-4687.
  26. "A stochastic epigenetic switch controls the dynamics of T-cell lineage commitment". elife.
  27. Cai, Long; Dalal, Chiraj K.; Elowitz, Michael B. (September 2008). "Frequency-modulated nuclear localization bursts coordinate gene regulation". Nature. 455 (7212): 485–490. doi:10.1038/nature07292. ISSN   1476-4687.
  28. "Caltech Scientists Find Cells Coordinate Gene Activity with FM Bursts". CaltechBBE. September 30, 2008. Retrieved January 14, 2026.
  29. Lin, Yihan; Sohn, Chang Ho; Dalal, Chiraj K.; Cai, Long; Elowitz, Michael B. (November 2015). "Combinatorial gene regulation by modulation of relative pulse timing". Nature. 527 (7576): 54–58. doi:10.1038/nature15710. ISSN   1476-4687.
  30. "Cells Rhythmically Regulate Their Genes". California Institute of Technology. October 21, 2015. Retrieved January 14, 2026.
  31. Locke, James C. W.; Young, Jonathan W.; Fontes, Michelle; Jiménez, María Jesús Hernández; Elowitz, Michael B. (October 21, 2011). "Stochastic Pulse Regulation in Bacterial Stress Response". Science. 334 (6054): 366–369. doi:10.1126/science.1208144. PMC   4100694 . PMID   21979936.
  32. Sprinzak, David; Lakhanpal, Amit; LeBon, Lauren; Santat, Leah A.; Fontes, Michelle E.; Anderson, Graham A.; Garcia-Ojalvo, Jordi; Elowitz, Michael B. (May 2010). "Cis-interactions between Notch and Delta generate mutually exclusive signalling states". Nature. 465 (7294): 86–90. doi:10.1038/nature08959. ISSN   1476-4687.
  33. Nandagopal, Nagarajan; Santat, Leah A; Elowitz, Michael B (January 10, 2019). "Cis-activation in the Notch signaling pathway". eLife. 8. doi:10.7554/eLife.37880. ISSN   2050-084X. Archived from the original on August 21, 2025.{{cite journal}}: CS1 maint: unflagged free DOI (link)
  34. Nandagopal, Nagarajan; Santat, Leah A.; LeBon, Lauren; Sprinzak, David; Bronner, Marianne E.; Elowitz, Michael B. (February 8, 2018). "Dynamic Ligand Discrimination in the Notch Signaling Pathway". Cell. 172 (4): 869–880.e19. doi:10.1016/j.cell.2018.01.002. ISSN   0092-8674. PMID   29398116.
  35. Li, Pulin; Markson, Joseph S.; Wang, Sheng; Chen, Siheng; Vachharajani, Vipul; Elowitz, Michael B. (May 4, 2018). "Morphogen gradient reconstitution reveals Hedgehog pathway design principles". Science. 360 (6388): 543–548. doi:10.1126/science.aao0645. PMC   6516753 . PMID   29622726.
  36. Zhu, Ronghui; Santat, Leah A.; Markson, Joseph S.; Nandagopal, Nagarajan; Gregrowicz, Jan; Elowitz, Michael B. (July 12, 2023). "Reconstitution of morphogen shuttling circuits". Science Advances. 9 (28): eadf9336. doi:10.1126/sciadv.adf9336. PMC   10337948 . PMID   37436981.{{cite journal}}: CS1 maint: article number as page number (link)
  37. "Combinatorial Signal Perception in the BMP Pathway". Cell. 170.
  38. Klumpe, Heidi E.; Garcia-Ojalvo, Jordi; Elowitz, Michael B.; Antebi, Yaron E. (June 21, 2023). "The computational capabilities of many-to-many protein interaction networks". Cell Systems. 14 (6): 430–446. doi:10.1016/j.cels.2023.05.001. ISSN   2405-4712.
  39. "Contextual computation by competitive protein dimerization networks". Cell. 188 (7).
  40. Bintu, Lacramioara; Yong, John; Antebi, Yaron E.; McCue, Kayla; Kazuki, Yasuhiro; Uno, Narumi; Oshimura, Mitsuo; Elowitz, Michael B. (February 12, 2016). "Dynamics of epigenetic regulation at the single-cell level". Science. 351 (6274): 720–724. doi:10.1126/science.aab2956. PMC   5108652 . PMID   26912859.
  41. "History of Cells Told Through MEMOIR". California Institute of Technology. November 21, 2016. Retrieved January 14, 2026.
  42. Chow, Ke-Huan K.; Budde, Mark W.; Granados, Alejandro A.; Cabrera, Maria; Yoon, Shinae; Cho, Soomin; Huang, Ting-hao; Koulena, Noushin; Frieda, Kirsten L.; Cai, Long; Lois, Carlos; Elowitz, Michael B. (April 9, 2021). "Imaging cell lineage with a synthetic digital recording system". Science. 372 (6538): eabb3099. doi:10.1126/science.abb3099.{{cite journal}}: CS1 maint: article number as page number (link)
  43. Frieda, Kirsten L.; Linton, James M.; Hormoz, Sahand; Choi, Joonhyuk; Chow, Ke-Huan K.; Singer, Zakary S.; Budde, Mark W.; Elowitz, Michael B.; Cai, Long (January 2017). "Synthetic recording and in situ readout of lineage information in single cells". Nature. 541 (7635): 107–111. doi:10.1038/nature20777. ISSN   1476-4687.
  44. Askary, Amjad; Sanchez-Guardado, Luis; Linton, James M.; Chadly, Duncan M.; Budde, Mark W.; Cai, Long; Lois, Carlos; Elowitz, Michael B. (January 2020). "In situ readout of DNA barcodes and single base edits facilitated by in vitro transcription". Nature Biotechnology. 38 (1): 66–75. doi:10.1038/s41587-019-0299-4. ISSN   1546-1696.
  45. "Allen Discovery Center for Lineage Tracing". www.allen-lineage.org. Retrieved January 14, 2026.
  46. Tran, Martin; Askary, Amjad; Elowitz, Michael B. (March 25, 2024). "Lineage motifs as developmental modules for control of cell type proportions". Developmental Cell. 59 (6): 812–826.e3. doi:10.1016/j.devcel.2024.01.017. ISSN   1534-5807.
  47. Hormoz, Sahand; Singer, Zakary S.; Linton, James M.; Antebi, Yaron E.; Shraiman, Boris I.; Elowitz, Michael B. (November 23, 2016). "Inferring Cell-State Transition Dynamics from Lineage Trees and Endpoint Single-Cell Measurements". Cell Systems. 3 (5). doi:10.1016/j.cel. ISSN   2405-4712. Archived from the original on August 30, 2022.
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  75. Bintu, Lacramioara; Yong, John; Antebi, Yaron E.; McCue, Kayla; Kazuki, Yasuhiro; Uno, Narumi; Oshimura, Mitsuo; Elowitz, Michael B. (February 12, 2016). "Dynamics of epigenetic regulation at the single-cell level". Science. 351 (6274): 720–724. Bibcode:2016Sci...351..720B. doi:10.1126/science.aab2956. ISSN   0036-8075. PMC   5108652 . PMID   26912859.
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