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Ilia K, Shakiba N, Bingham T, Jones RD, Kaminski MM, Aravera E, Bruno S, Palacios S, Weiss R, Collins JJ, Del Vecchio D, Schlaeger TM. Synthetic genetic circuits to uncover the OCT4 trajectories of successful reprogramming of human fibroblasts. SCIENCE ADVANCES 2023; 9:eadg8495. [PMID: 38019912 PMCID: PMC10686568 DOI: 10.1126/sciadv.adg8495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023]
Abstract
Reprogramming human fibroblasts to induced pluripotent stem cells (iPSCs) is inefficient, with heterogeneity among transcription factor (TF) trajectories driving divergent cell states. Nevertheless, the impact of TF dynamics on reprogramming efficiency remains uncharted. We develop a system that accurately reports OCT4 protein levels in live cells and use it to reveal the trajectories of OCT4 in successful reprogramming. Our system comprises a synthetic genetic circuit that leverages noise to generate a wide range of OCT4 trajectories and a microRNA targeting endogenous OCT4 to set total cellular OCT4 protein levels. By fusing OCT4 to a fluorescent protein, we are able to track OCT4 trajectories with clonal resolution via live-cell imaging. We discover that a supraphysiological, stable OCT4 level is required, but not sufficient, for efficient iPSC colony formation. Our synthetic genetic circuit design and high-throughput live-imaging pipeline are generalizable for investigating TF dynamics for other cell fate programming applications.
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Affiliation(s)
- Katherine Ilia
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Nika Shakiba
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- School of Biomedical Engineering, University of British Columbia, Vancouver, British Columbia V6T 1Z3 Canada
| | - Trevor Bingham
- Stem Cell Program, Boston Children’s Hospital, Boston, MA 02115, USA
- Harvard University, Boston, MA 02115, USA
| | - Ross D. Jones
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- School of Biomedical Engineering, University of British Columbia, Vancouver, British Columbia V6T 1Z3 Canada
| | - Michael M. Kaminski
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz-Association, Berlin 10115, Germany
- Department of Nephrology and Medical Intensive Care, Charité – Universitätsmedizin Berlin, Medizinische Klinik m.S. Nephrologie und Intensivmedizin, Berlin 10117, Germany
- Berlin Institute of Health, Berlin 13125, Germany
| | - Eliezer Aravera
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY 11794, USA
| | - Simone Bruno
- Department of Mechanical Engineering, MIT, Cambridge, MA 02139, USA
| | - Sebastian Palacios
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Mechanical Engineering, MIT, Cambridge, MA 02139, USA
- Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA 02139, USA
| | - Ron Weiss
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA 02139, USA
| | - James J. Collins
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02215, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02139, USA
| | - Domitilla Del Vecchio
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Mechanical Engineering, MIT, Cambridge, MA 02139, USA
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Ilia K, Shakiba N, Bingham T, Jones RD, Kaminski MM, Aravera E, Bruno S, Palacios S, Weiss R, Collins JJ, Del Vecchio D, Schlaeger TM. Synthetic genetic circuits to uncover and enforce the OCT4 trajectories of successful reprogramming of human fibroblasts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.25.525529. [PMID: 36747813 PMCID: PMC9900859 DOI: 10.1101/2023.01.25.525529] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Reprogramming human fibroblasts to induced pluripotent stem cells (iPSCs) is inefficient, with heterogeneity among transcription factor (TF) trajectories driving divergent cell states. Nevertheless, the impact of TF dynamics on reprogramming efficiency remains uncharted. Here, we identify the successful reprogramming trajectories of the core pluripotency TF, OCT4, and design a genetic controller that enforces such trajectories with high precision. By combining a genetic circuit that generates a wide range of OCT4 trajectories with live-cell imaging, we track OCT4 trajectories with clonal resolution and find that a distinct constant OCT4 trajectory is required for colony formation. We then develop a synthetic genetic circuit that yields a tight OCT4 distribution around the identified trajectory and outperforms in terms of reprogramming efficiency other circuits that less accurately regulate OCT4. Our synthetic biology approach is generalizable for identifying and enforcing TF dynamics for cell fate programming applications.
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Affiliation(s)
- Katherine Ilia
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Institute for Medical Engineering and Science, MIT, Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Nika Shakiba
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- School of Biomedical Engineering, University of British Columbia, Vancouver, British Columbia, V6T 1Z3 Canada
| | - Trevor Bingham
- Boston Children’s Hospital Stem Cell Program, Boston Children’s Hospital, Boston, MA, 02115, USA
- Harvard University, Boston, MA, 02115, USA
| | - Ross D. Jones
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- School of Biomedical Engineering, University of British Columbia, Vancouver, British Columbia, V6T 1Z3 Canada
| | - Michael M. Kaminski
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Max Delbrück Center for Molecular Medicine, Berlin, 13125, Germany
| | - Eliezer Aravera
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- College of Engineering and Applied Sciences, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Simone Bruno
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Sebastian Palacios
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Ron Weiss
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - James J. Collins
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Institute for Medical Engineering and Science, MIT, Cambridge, MA, USA
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02139, USA
| | - Domitilla Del Vecchio
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Thorsten M. Schlaeger
- Boston Children’s Hospital Stem Cell Program, Boston Children’s Hospital, Boston, MA, 02115, USA
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Kumar A, Mali P. Mapping regulators of cell fate determination: Approaches and challenges. APL Bioeng 2020; 4:031501. [PMID: 32637855 PMCID: PMC7332300 DOI: 10.1063/5.0004611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 06/01/2020] [Indexed: 12/25/2022] Open
Abstract
Given the limited regenerative capacities of most organs, strategies are needed to efficiently generate large numbers of parenchymal cells capable of integration into the diseased organ. Although it was initially thought that terminally differentiated cells lacked the ability to transdifferentiate, it has since been shown that cellular reprogramming of stromal cells to parenchymal cells through direct lineage conversion holds great potential for the replacement of post-mitotic parenchymal cells lost to disease. To this end, an assortment of genetic, chemical, and mechanical cues have been identified to reprogram cells to different lineages both in vitro and in vivo. However, some key challenges persist that limit broader applications of reprogramming technologies. These include: (1) low reprogramming efficiencies; (2) incomplete functional maturation of derived cells; and (3) difficulty in determining the typically multi-factor combinatorial recipes required for successful transdifferentiation. To improve efficiency by comprehensively identifying factors that regulate cell fate, large scale genetic and chemical screening methods have thus been utilized. Here, we provide an overview of the underlying concept of cell reprogramming as well as the rationale, considerations, and limitations of high throughput screening methods. We next follow with a summary of unique hits that have been identified by high throughput screens to induce reprogramming to various parenchymal lineages. Finally, we discuss future directions of applying this technology toward human disease biology via disease modeling, drug screening, and regenerative medicine.
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Affiliation(s)
- Aditya Kumar
- Department of Bioengineering, University of California, San Diego, La Jolla, California 92093, USA
| | - Prashant Mali
- Department of Bioengineering, University of California, San Diego, La Jolla, California 92093, USA
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Kim JS, Hong YJ, Choi HW, Song H, Byun SJ, Do JT. Generation of in vivo neural stem cells using partially reprogrammed cells defective in in vitro differentiation potential. Oncotarget 2017; 8:16456-16462. [PMID: 28147316 PMCID: PMC5369976 DOI: 10.18632/oncotarget.14861] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 01/16/2017] [Indexed: 11/25/2022] Open
Abstract
Pluripotent stem cells can be easily differentiated in vitro into a certain lineage through embryoid body formation. Recently, however, we reported partially reprogrammed cells showing some pluripotent characteristics, which failed to differentiate in vitro. Here, we attempted to generate neural stem cells (NSCs) from partially reprogrammed cells using an in vivo differentiation system involving teratoma formation. Partially reprogrammed cells formed teratomas after injection into immunocompromised mice, and NSCs could be isolated from these teratomas. These in vivo NSCs expressed NSC markers and terminally differentiated into neurons and glial cells. Moreover, these NSCs exhibited molecular profiles very similar to those of brain-derived NSCs. These results suggest that partially reprogrammed cells defective in in vitro differentiation ability can differentiate into pure populations of NSCs through an in vivo system.
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Affiliation(s)
- Jong Soo Kim
- Department of Stem Cell and Regenerative Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
| | - Yean Ju Hong
- Department of Stem Cell and Regenerative Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
| | - Hyun Woo Choi
- Department of Stem Cell and Regenerative Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
| | - Hyuk Song
- Department of Stem Cell and Regenerative Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
| | - Sung June Byun
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Suwon, Republic of Korea
| | - Jeong Tae Do
- Department of Stem Cell and Regenerative Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
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Choi HW, Hong YJ, Kim JS, Song H, Cho SG, Bae H, Kim C, Byun SJ, Do JT. In vivo differentiation of induced pluripotent stem cells into neural stem cells by chimera formation. PLoS One 2017; 12:e0170735. [PMID: 28141814 PMCID: PMC5283667 DOI: 10.1371/journal.pone.0170735] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 01/10/2017] [Indexed: 11/18/2022] Open
Abstract
Like embryonic stem cells, induced pluripotent stem cells (iPSCs) can differentiate into all three germ layers in an in vitro system. Here, we developed a new technology for obtaining neural stem cells (NSCs) from iPSCs through chimera formation, in an in vivo environment. iPSCs contributed to the neural lineage in the chimera, which could be efficiently purified and directly cultured as NSCs in vitro. The iPSC-derived, in vivo-differentiated NSCs expressed NSC markers, and their gene-expression pattern more closely resembled that of fetal brain-derived NSCs than in vitro-differentiated NSCs. This system could be applied for differentiating pluripotent stem cells into specialized cell types whose differentiation protocols are not well established.
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Affiliation(s)
- Hyun Woo Choi
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
- Department of Cell and Developmental Biology, Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Yean Ju Hong
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
| | - Jong Soo Kim
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
| | - Hyuk Song
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
| | - Ssang Gu Cho
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
| | - Hojae Bae
- Department of Bioindustrial Technologies, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
| | - Changsung Kim
- Department of Bioscience and Biotechnology, Sejong University, Gwangjin-gu, Seoul, Korea
| | - Sung June Byun
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Iseo-myeon, Wanju-gun, Jeollabuk-do, Korea
| | - Jeong Tae Do
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University, Gwangjin-gu, Seoul, Republic of Korea
- * E-mail:
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Kim JS, Hong YJ, Choi HW, Choi S, Do JT. Protein Kinase A Signaling Is Inhibitory for Reprogramming into Pluripotent Stem Cells. Stem Cells Dev 2016; 25:378-85. [PMID: 26728702 DOI: 10.1089/scd.2015.0333] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Somatic cells may be reprogrammed into pluripotent cells by the ectopic expression of defined transcription factors. However, some of the hurdles that affect the generation of induced pluripotent stem cells include extremely low efficiency and slow reprogramming. In the present study, we examined the effects of small molecules on cellular reprogramming and found that 8-Bromoadenosine 3',5'-cyclic monophosphate (8-Br-cAMP), an analog of cyclic adenosine monophosphate (cAMP), improves the reprogramming efficiency of reprogrammable mouse fibroblasts induced with dox in serum replacement (SR) medium. Interestingly, treatment with 8-Br-cAMP in mouse embryonic stem cell culture conditions does not affect reprogramming into the pluripotent state; however, reprogramming efficiency is significantly enhanced by inhibition of protein kinase A (PKA) in SR medium. Therefore, our results suggest that PKA signaling is unnecessary and may in fact act as a barrier to reprogramming into pluripotent stem cells.
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Affiliation(s)
- Jong Soo Kim
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University , Seoul, Republic of Korea
| | - Yean Ju Hong
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University , Seoul, Republic of Korea
| | - Hyun Woo Choi
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University , Seoul, Republic of Korea
| | - Sol Choi
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University , Seoul, Republic of Korea
| | - Jeong Tae Do
- Department of Animal Biotechnology, College of Animal Bioscience and Technology, Konkuk University , Seoul, Republic of Korea
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