Nicole Gregorio

Ms. Nicole Gregorio

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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12 March 2019 in Methods and Protocols
Verified
Journal Article
Open access
PDF file
NGNicole Gregorio
Nicole Gregorio
MLMax Levine
Max Levine
Javin OzaJavin Oza
Javin Oza
Cell-free protein synthesis (CFPS) is a platform technology that provides new opportunities for protein expression, metabolic engineering, therapeutic development, education, and more. The advantages of CFPS over in vivo protein expression include its open system, the elimination of reliance on living cells, and the ability to focus all system energy on production of the protein of interest. Over the last 60 years, the CFPS platform has grown and diversified greatly, and it continues to evolve today. Both new applications and new types of extracts based on a variety of organisms are current areas of development. However, new users interested in CFPS may find it challenging to implement a cell-free platform in their laboratory due to the technical and functional considerations involved in choosing and executing a platform that best suits their needs. Here we hope to reduce this barrier to implementing CFPS by clarifying the similarities and differences amongst cell-free platforms, highlighting the various applications that have been accomplished in each of them, and detailing the main methodological and instrumental requirement for their preparation. Additionally, this review will help to contextualize the landscape of work that has been done using CFPS and showcase the diversity of applications that it enables.

25 February 2019 in Journal of Visualized Experiments
Verified
Journal Article
Closed access
PDF file
MLMax Levine
Max Levine
NGNicole Gregorio
Nicole Gregorio
MJMichael C. Jewett
Michael C. Jewett
KWKatharine R. Watts
Katharine R. Watts
Javin OzaJavin Oza
Javin Oza
Over the last 50 years, Cell-Free Protein Synthesis (CFPS) has emerged as a powerful technology to harness the transcriptional and translational capacity of cells within a test tube. By obviating the need to maintain the viability of the cell, and by eliminating the cellular barrier, CFPS has been foundational to emerging applications in biomanufacturing of traditionally challenging proteins, as well as applications in rapid prototyping for metabolic engineering, and functional genomics. Our methods for implementing an E. coli-based CFPS platform allow new users to access many of these applications. Here, we describe methods to prepare extract through the use of enriched media, baffled flasks, and a reproducible method of tunable sonication-based cell lysis. This extract can then be used for protein expression capable of producing 900 µg/mL or more of super folder green fluorescent protein (sfGFP) in just 5 h from experimental setup to data analysis, given that appropriate reagent stocks have been prepared beforehand. The estimated startup cost of obtaining reagents is $4,500 which will sustain thousands of reactions at an estimated cost of $0.021 per µg of protein produced or $0.019 per µL of reaction. Additionally, the protein expression methods mirror the ease of the reaction setup seen in commercially available systems due to optimization of reagent pre-mixes, at a fraction of the cost. In order to enable the user to leverage the flexible nature of the CFPS platform for broad applications, we have identified a variety of aspects of the platform that can be tuned and optimized depending on the resources available and the protein expression outcomes desired.

30 January 2024 in Proceedings of the National Academy of Sciences
Verified
Journal Article
Open access
RMRubul Mout
Rubul Mout
RBRoss C. Bretherton
Ross C. Bretherton
JDJustin Decarreau
Justin Decarreau
SLSangmin Lee
Sangmin Lee
NGNicole Gregorio
Nicole Gregorio
DBDavid Baker
David Baker
Relating the macroscopic properties of protein-based materials to their underlying component microstructure is an outstanding challenge. Here, we exploit computational design to specify the size, flexibility, and valency of de novo protein building blocks, as well as the interaction dynamics between them, to investigate how molecular parameters govern the macroscopic viscoelasticity of the resultant protein hydrogels. We construct gel systems from pairs of symmetric protein homo-oligomers, each comprising 2, 5, 24, or 120 individual protein components, that are crosslinked either physically or covalently into idealized step-growth biopolymer networks. Through rheological assessment, we find that the covalent linkage of multifunctional precursors yields hydrogels whose viscoelasticity depends on the crosslink length between the constituent building blocks. In contrast, reversibly crosslinking the homo-oligomeric components with a computationally designed heterodimer results in viscoelastic biomaterials exhibiting fluid-like properties under rest and low shear, but solid-like behavior at higher frequencies. Exploiting the unique genetic encodability of these materials, we demonstrate the assembly of protein networks within living mammalian cells and show via fluorescence recovery after photobleaching (FRAP) that mechanical properties can be tuned intracellularly in a manner similar to formulations formed extracellularly. We anticipate that the ability to modularly construct and systematically program the viscoelastic properties of designer protein-based materials could have broad utility in biomedicine, with applications in tissue engineering, therapeutic delivery, and synthetic biology.

21 February 2020 in ACS Synthetic Biology
Verified
Journal Article
Closed access
NGNicole Gregorio
Nicole Gregorio
WKWesley Yongdao Kao
Wesley Yongdao Kao
LWLayne C. Williams
Layne C. Williams
CHChristopher M. Hight
Christopher M. Hight
PPPratish Patel
Pratish Patel
Javin OzaJavin Oza
Javin Oza

13 March 2024 in Advanced Science
Verified
Journal Article
Open access
JBJennifer I. Bennett
Jennifer I. Bennett
MBMary O'KElly Boit
Mary O'KElly Boit
NGNicole Gregorio
Nicole Gregorio
FZFan Zhang
Fan Zhang
RKRyan D. Kibler
Ryan D. Kibler
CDCole A. DeForest
Cole A. DeForest
While direct cell transplantation holds great promise in treating many debilitating diseases, poor cell survival and engraftment following injection have limited effective clinical translation. Though injectable biomaterials offer protection against membrane‐damaging extensional flow and supply a supportive 3D environment in vivo that ultimately improves cell retention and therapeutic costs, most are created from synthetic or naturally harvested polymers that are immunogenic and/or chemically ill‐defined. This work presents a shear‐thinning and self‐healing telechelic recombinant protein‐based hydrogel designed around XTEN – a well‐expressible, non‐immunogenic, and intrinsically disordered polypeptide previously evolved as a genetically encoded alternative to PEGylation to “eXTENd” the in vivo half‐life of fused protein therapeutics. By flanking XTEN with self‐associating coil domains derived from cartilage oligomeric matrix protein, single‐component physically crosslinked hydrogels exhibiting rapid shear thinning and self‐healing through homopentameric coiled‐coil bundling are formed. Individual and combined point mutations that variably stabilize coil association enables a straightforward method to genetically program material viscoelasticity and biodegradability. Finally, these materials protect and sustain viability of encapsulated human fibroblasts, hepatocytes, embryonic kidney (HEK), and embryonic stem‐cell‐derived cardiomyocytes (hESC‐CMs) through culture, injection, and transcutaneous implantation in mice. These injectable XTEN‐based hydrogels show promise for both in vitro cell culture and in vivo cell transplantation applications.

29 August 2025 in Science Advances
Verified
Journal Article
Open access
NGNicole Gregorio
Nicole Gregorio
FZFan Zhang
Fan Zhang
YSYusuke Suita
Yusuke Suita
LALisa S. Ang
Lisa S. Ang
OPOlivia Prado
Olivia Prado
CDCole A. DeForest
Cole A. DeForest
Hydrogel biomaterials offer great promise for three-dimensional cell culture and therapeutic delivery. Despite many successes, challenges persist in that gels formed from natural proteins are only marginally tunable whereas those derived from synthetic polymers lack intrinsic bioinstructivity. Toward the creation of biomaterials with both excellent biocompatibility and customizability, recombinant protein–based hydrogels have emerged as molecularly defined and user-programmable platforms that mimic the proteinaceous nature of the extracellular matrix. Here, we introduce PhoCoil, a dynamically tunable recombinant hydrogel formed from a single protein component with unique multistimuli responsiveness. Physical cross-linking through coiled-coil interactions promotes rapid shear-thinning and self-healing behavior, rendering the gel injectable, whereas an included photodegradable motif affords on-demand network dissolution via visible light. PhoCoil gel photodegradation can be spatiotemporally and lithographically controlled in a dose-dependent manner, through complex tissue, and without harm to encapsulated cells. We anticipate that PhoCoil will further enable applications in tissue engineering and regenerative medicine.