My Publications
This list shows publications in which I served as the first author, a senior author, or a corresponding author. For a complete list of all co-authored publications, please refer to public index services such as Google Scholar and Scopus.
From postdoctoral research at Massachusetts Institute of Technology (2023 to present)
Recent advances in nanoparticulate RNA delivery systems
Authors: Jacob Witten, Yizong Hu, Robert S. Langer, and Daniel G. Anderson
Corresponding author: Robert S. Langer
Proceedings of the National Academy of Sciences (PNAS, by the National Academy of Sciences of the United States of America), 121 (11) e2307798120. Link (Open Access)
This is a perspective in the PNAS Special Feature "RNA Delivery Systems".
We describe how novel chemical structures of the components of lipid nanoparticles are synthesized, and how we should test them. Read the abstract >
Nanoparticle-based RNA delivery has shown great progress in recent years with the approval of two mRNA vaccines for SARS-CoV-2 and a liver-targeted siRNA therapy. Here, we discuss the preclinical and clinical advancement of new generations of RNA delivery therapies along multiple axes. Improvements in cargo design such as RNA circularization and data-driven untranslated region optimization can drive better mRNA expression. New materials discovery research has driven improved delivery to extrahepatic targets such as the lung and splenic immune cells, which could lead to pulmonary gene therapy and better cancer vaccines, respectively. Other organs and even specific cell types can be targeted for delivery via conjugation of small molecule ligands, antibodies, or peptides to RNA delivery nanoparticles. Moreover, the immune response to any RNA delivery nanoparticle plays a crucial role in determining efficacy. Targeting increased immunogenicity without induction of reactogenic side effects is crucial for vaccines, while minimization of immune response is important for gene therapies. New developments have addressed each of these priorities. Lastly, we discuss the range of RNA delivery clinical trials targeting diverse organs, cell types, and diseases, and suggest some key advances that may play a role in the next wave of therapies.
From Ph.D. thesis research at Johns Hopkins University (2016 to 2022)
In brief: Furthering stable and scalable transfection techniques
First authors: Jinghan Lin and Yizong Hu
Corresponding authors: Yizong Hu and Hai-Quan Mao
Manuscript in submission
The abstract will be available when this manuscript is in press.
Supramolecular assembly of polycation/mRNA nanoparticles and in vivo monocyte programming
First authors: Yizong Hu and Stephany Y. Tzeng
Corresponding authors: Stephany Y. Tzeng, Jordan J. Green and Hai-Quan Mao
Proceedings of the National Academy of Sciences (PNAS, by the National Academy of Sciences of the United States of America), 121 (35) e2400194121. Link (Open Access)
Translational Research (with Wyverna Therapeutics, Inc.)
We assemble mRNA delivery vehicles in unprecedented larger submicron size range and found that 400-nm particles preferentially transfect and promote the differentiation of monocytes in vivo. Read the abstract >
Size-dependent phagocytosis is a well characterized phenomenon in monocytes and macrophages. However, this size effect for preferential gene delivery to these important cell targets has not been fully exploited because commonly adopted stabilization methods for electrostatically complexed nucleic acid nanoparticles, such as PEGylation and charge repulsion, typically arrest the vehicle size below 200 nm. Here, we bridge the technical gap in scalable synthesis of larger submicron gene delivery vehicles by electrostatic self-assembly of charged nanoparticles, facilitated by a polymer structurally designed to modulate inter-nanoparticle Coulombic and van der Waals forces. Specifically, our strategy permits controlled assembly of small poly(β-amino ester) (PBAE)/mRNA nanoparticles into particles with a size that is kinetically tunable between 200 to 1000 nm with high colloidal stability in physiological media. We discovered that assembled particles with an average size of 400 nm safely and most efficiently transfect monocytes following intravenous administration and mediate their differentiation into macrophages in the periphery. When a CpG adjuvant is co-loaded into the particles with an antigen mRNA, the monocytes differentiate into inflammatory dendritic cells and prime adaptive anti-cancer immunity in the tumor-draining lymph node. This platform technology offers a unique ligand-independent, particle-size-mediated strategy for preferential mRNA delivery and enables new therapeutic paradigms via monocyte programming.
Single-particle spectroscopic chromatography reveals heterogeneous RNA loading and size correlations in lipid nanoparticles
First authors: Sixuan Li and Yizong Hu
Corresponding authors: Yizong Hu, Tine Curk, Hai-Quan Mao and Tza-huei "Jeff" Wang
ACS Nano (by ACS, American Chemical Society), 2024, 18, 15729-15743. Link (Open Access)
This is a development furthering our paper Nat. Commun. 2022, 13, 5561
Through an advanced single-nanoparticle profiling technique, we discovered that size uniformity is not equal to loading uniformity in RNA LNPs, as governed by a kinetics-driven assembly mechanism not favoring homogeneity. Read the abstract >
Lipid nanoparticles (LNP) have emerged as pivotal delivery vehicles for RNA therapeutics. Previous research and development usually assumed that LNPs are homogeneous in population, loading density, and composition. Such perspectives are difficult to examine due to the lack of suitable tools to characterize these physicochemical properties at the single-nanoparticle level. Here, we report an integrated spectroscopy-chromatography approach as a generalizable strategy to dissect the complexities of multi-component LNP assembly. Our platform couples cylindrical illumination confocal spectroscopy (CICS) with single-nanoparticle free solution hydrodynamic separation (SN-FSHS) to simultaneously profile population identity, hydrodynamic size, RNA loading levels, and distributions of helper lipid and PEGylated lipid of LNPs at single-particle level and in a high-throughput manner. Using a benchmark siRNA LNP formulation, we demonstrate the capability of this platform by distinguishing seven distinct LNP populations, quantitatively characterizing size distribution and RNA loading level in wide ranges, and more importantly, resolving composition-size correlations. This SN-FSHS-CICS analysis provides critical insights into a substantial degree of heterogeneity in the packing density of RNA in LNPs and size-dependent loading-size correlations, explained by kinetics-driven assembly mechanisms of RNA LNPs.
Liter-scale manufacturing of shelf-stable plasmid DNA/PEI transfection particles for viral vector production
First author: Yizong Hu
Corresponding authors: Ting Guo and Hai-Quan Mao
Molecular Therapy—Methods & Clinical Development (by ASGCT, American Society for Gene and Cell Therapy), 2024, Link (Open Access)
Translational research (with 2seventy bio, Inc.)
This is a development furthering our paper Nano Lett. 2021, 21, 13, 5697–5705
Our previously developed supramolecular DNA particle assembly technique is scalable for production of viral vectors at a commercially relevant scale. Read the abstract >
The transfection efficiency and stability of the delivery vehicles of plasmid DNA (pDNA) are critical metrics to ensure high-quality and high-yield production of viral vectors. We previously identified that the optimal size of pDNA/poly(ethylenimine) (PEI) transfection particles is 400 to 500 nm and developed a bottom-up assembly method to construct stable 400-nm pDNA/PEI particles and benchmarked their transfection efficiency in producing lentiviral vectors (LVVs). Here, we report scale-up production protocols for such transfection particles. Using a 2-inlet confined impinging jet (CIJ) mixer with a dual syringe pump setup, we produced a 1-L batch at a flow rate of 100 mL/min; and further scaled up this process with a larger CIJ mixer and a dual peristaltic pump array, allowing for continuous production at a flow rate of 1 L/min without a lot-size limit. We demonstrated the scalability of this process with a 5-L lot and validated the quality of these 400-nm transfection particles against the target product profile, including physical properties, shelf and on-bench stability, transfection efficiency, and LVV production yield in both 15-mL bench culture and 2-L bioreactor runs. These results confirm the potential of this particle assembly process as a scalable manufacturing platform for viral vector production.
Payload distribution and capacity of mRNA lipid nanoparticles
First authors: Sixuan Li and Yizong Hu
Corresponding authors: Yizong Hu, Tza-huei "Jeff" Wang, and Hai-Quan Mao
Nature Communications (by Nature Portfolio), 2022, 13, 5561. Link (Open Access)
Top 25 Life and Biological Sciences Articles of 2022, selected by Nature Communications
Highly Cited (1%) Paper in Biology & Biochemistry, by Essential Science Indicators (ESI)
Translational research (>> Follow project lead Sixuan Li for the most recent activities)
News coverage: Johns Hopkins News Hub | GeneScript Invited News&Blogs
"How many mRNA molecules can a single lipid nanoparticle load?"
"Are there any empty lipid nanoparticles that are not loaded with an mRNA?"
Our fundamental study reveals the payload features of the delivery system used in COVID-19 vaccine. Read the abstract >
Lipid nanoparticles (LNPs) are effective vehicles to deliver mRNA vaccines and therapeutics. It has been challenging to assess mRNA packaging characteristics in LNPs, including payload distribution and capacity, which are critical to understanding structure-property-function relationships for further carrier development. Here, we report a method based on the multi-laser cylindrical illumination confocal spectroscopy (CICS) technique to examine mRNA and lipid contents in LNP formulations at the single-nanoparticle level. By differentiating unencapsulated mRNAs, empty LNPs and mRNA-loaded LNPs via coincidence analysis of fluorescent tags on different LNP components, and quantitatively resolving single-mRNA fluorescence, we reveal that a commonly referenced benchmark formulation using DLin-MC3 as the ionizable lipid contains mostly 2 mRNAs per loaded LNP with a presence of 40%–80% empty LNPs depending on the assembly conditions. Systematic analysis of different formulations with control variables reveals a kinetically controlled assembly mechanism that governs the payload distribution and capacity in LNPs. These results form the foundation for a holistic understanding of the molecular assembly of mRNA LNPs.
Size-controlled and shelf-stable DNA particles for
production of lentiviral vectors
First authors: Yizong Hu and Yining Zhu; Corresponding author: Hai-Quan Mao
Nano Letters (by ACS, American Chemical Society), 2021, 21, 5697-5705. Link (Open Access)
Translational research (with bluebird bio, Inc.)
Associated patents: US-20240117376-A1; US-20240084324-A1
News coverage: Johns Hopkins News Hub | Johns Hopkins Engineering Magazine
A bottom-up DNA particle assembly method for more robust and efficient transient transfection in large-scale viral vector production. Read the abstract >
Polyelectrolyte complex particles assembled from plasmid DNA (pDNA) and poly(ethylenimine) (PEI) have been widely used to produce lentiviral vectors (LVVs) for gene therapy. The current batch-mode preparation for pDNA/PEI particles presents limited reproducibility in large-scale LVV manufacturing processes, leading to challenges in tightly controlling particle stability, transfection outcomes, and LVV production yield. Here we identified the size of pDNA/PEI particles as a key determinant for a high transfection efficiency with an optimal size of 400–500 nm, due to a cellular-uptake-related mechanism. We developed a kinetics-based approach to assemble size-controlled and shelf-stable particles using preassembled nanoparticles as building blocks and demonstrated production scalability on a scale of at least 100 mL. The preservation of colloidal stability and transfection efficiency was benchmarked against particles generated using an industry standard protocol. This particle manufacturing method effectively streamlines the viral manufacturing process and improves the production quality and consistency.
Kinetic control in assembly of plasmid DNA/polycation
complex nanoparticles
First author: Yizong Hu; Corresponding authors: Il Minn and Hai-Quan Mao
ACS Nano (by ACS, American Chemical Society), 2019, 13, 10161-10178. Link
IND-enabling preclinical research (with Cancer Targeting Systems, Inc.)
Associated patent: US-20220401575-A1
Engineering the kinetics of DNA nanoparticle assembly optimized gene delivery to metastatic lung tumors in a mouse model. Read the abstract >
Polyelectrolyte complex (PEC) nanoparticles assembled from plasmid DNA (pDNA) and polycations such as linear polyethylenimine (lPEI) represent a major nonviral delivery vehicle for gene therapy tested thus far. Efforts to control the size, shape, and surface properties of pDNA/polycation nanoparticles have been primarily focused on fine-tuning the molecular structures of the polycationic carriers and on assembly conditions such as medium polarity, pH, and temperature. However, reproducible production of these nanoparticles hinges on the ability to control the assembly kinetics, given the nonequilibrium nature of the assembly process and nanoparticle composition. Here we adopt a kinetically controlled mixing process, termed flash nanocomplexation (FNC), that accelerates the mixing of pDNA solution with polycation lPEI solution to match the PEC assembly kinetics through turbulent mixing in a microchamber. This achieves explicit control of the kinetic conditions for pDNA/lPEI nanoparticle assembly, as demonstrated by the tunability of nanoparticle size, composition, and pDNA payload. Through a combined experimental and simulation approach, we prepared pDNA/lPEI nanoparticles having an average of 1.3 to 21.8 copies of pDNA per nanoparticle and average size of 35 to 130 nm in a more uniform and scalable manner than bulk mixing methods. Using these nanoparticles with defined compositions and sizes, we showed the correlation of pDNA payload and nanoparticle formulation composition with the transfection efficiencies and toxicity in vivo. These nanoparticles exhibited long-term stability at −20 °C for at least 9 months in a lyophilized formulation, validating scalable manufacture of an off-the-shelf nanoparticle product with well-defined characteristics as a gene medicine.