Delivery of modified mRNA to damaged myocardium by systemic administration of lipid nanoparticles
Open accessAbstract
Lipid Nanoparticles (LNPs) are a promising drug delivery vehicle for clinical siRNA delivery. Modified mRNA (modRNA) has recently gained great attention as a therapeutic molecule in cardiac regeneration. However, for mRNA to be functional, it must first reach the diseased myocardium, enter the target cell, escape from the endosomal compartment into the cytosol and be translated into a functional protein. However, it is unknown if LNPs can effectively deliver mRNA, which is much larger than siRNA, to the ischemic myocardium. Here, we evaluated the ability of LNPs to deliver mRNA to the myocardium upon ischemia-reperfusion injury functionally. By exploring the bio-distribution of fluorescently labeled LNPs, we observed that, upon reperfusion, LNPs accumulated in the infarct area of the heart. Subsequently, the functional delivery of modRNA was evaluated by the administration of firefly luciferase encoding modRNA. Concomitantly, a significant increase in firefly luciferase expression was observed in the heart upon myocardial reperfusion when compared to sham-operated animals. To characterize the targeted cells within the myocardium, we injected LNPs loaded with Cre modRNA into Cre-reporter mice. Upon LNP infusion, Tdtomato+ cells, derived from Cre mediated recombination, were observed in the infarct region as well as the epicardial layer upon LNP infusion. Within the infarct area, most targeted cells were cardiac fibroblasts but also some cardiomyocytes and macrophages were found. Although the expression levels were low compared to LNP-modRNA delivery into the liver, our data show the ability of LNPs to functionally deliver modRNA therapeutics to the damaged myocardium, which holds great promise for modRNA-based cardiac therapies.
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Cas9 mRNA and sgRNA can be delivered into cells via electroporation or liposome-based vectors to improve genome editing fidelity.
“Similar to RNP electroporation, Cas9 mRNA and sgRNA can also be delivered into cells via electroporation or liposome-based vectors (Evers et al., 2022; Yu et al., 2023) to improved genome editing fidelity.”
From Off-target effects in CRISPR/Cas9 gene editing (2023) · cites this paper as Evers et al., 2022
The Introduction and Discussion describe lipid-nanoparticle delivery of modified mRNA to damaged myocardium, and Methods §2.2 identifies the cargo as Cre mRNA. Searches for Cas9, sgRNA, electroporation, and genome-editing fidelity found no passage addressing the attributed claim; the general mRNA-delivery discussion does not establish it. (LLM, conf=0.76)
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Cites
2017 ACC/AHA/HFSA Focused Update of the 2013 ACCF/AHA Guideline for the Management of Heart Failure
Yancy, C. W., Jessup, M. L., Bozkurt, B., Butler, J., Casey, D. E., Colvin, M. M., Drazner, M. H., Filippatos, G. S., Fonarow, G. C., Givertz, M. M., et al. (2017) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2017.04.025 · Cited by 3,476 · see citing works
Warren, L., Manos, P. D., Ahfeldt, T., Loh, Y.-H., Li, H., Lau, F., Ebina, W., Mandal, P. K., Smith, Z. D., Meissner, A., et al. (2010) · Cell Stem Cell · doi:10.1016/j.stem.2010.08.012 · Cited by 2,662 · see citing works
Progress and problems with the use of viral vectors for gene therapy
Thomas, C. E., Ehrhardt, A., & Kay, M. A. (2003) · Nature Reviews Genetics · doi:10.1038/nrg1066 · Cited by 2,501 · see citing works
Karikó, K., Muramatsu, H., Welsh, F. A., Ludwig, J., Kato, H., Akira, S., & Weissman, D. (2008) · Molecular Therapy · doi:10.1038/mt.2008.200 · Cited by 1,930 · see citing works
In vivo reprogramming of murine cardiac fibroblasts into induced cardiomyocytes
Li, Q., Huang, Y., Spencer, C. I., Foley, A., Vedantham, V., Liu, L., Conway, S. J., Fu, J., & Srivastava, D. (2012) · Nature · doi:10.1038/nature11044 · Cited by 1,353 · see citing works
Laflamme, M. A., & Murry, C. E. (2011) · Nature · doi:10.1038/nature10147 · Cited by 1,231 · see citing works
Heart repair by reprogramming non-myocytes with cardiac transcription factors
Song, K., Nam, Y., Luo, X., Qi, X., Tan, W. H., Huang, G. N., Acharya, A., Smith, C. L., Tallquist, M. D., Neilson, E. G., et al. (2012) · Nature · doi:10.1038/nature11139 · Cited by 1,141 · see citing works
Neuregulin1/ErbB4 Signaling Induces Cardiomyocyte Proliferation and Repair of Heart Injury
Bersell, K. R., Arab, S., Haring, B., & Kühn, B. (2009) · Cell · doi:10.1016/j.cell.2009.04.060 · Cited by 1,023 · see citing works
Pardi, N., Tuyishime, S., Muramatsu, H., Kariko, K., Mui, B. L., Tam, Y. K., Madden, T. D., Hope, M. J., & Weissman, D. (2015) · Journal of Controlled Release · doi:10.1016/j.jconrel.2015.08.007 · Cited by 1,014 · see citing works
Karikó, K., Muramatsu, H., Ludwig, J., & Weissman, D. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkr695 · Cited by 898 · see citing works
D’Uva, G., Aharonov, A., Lauriola, M., Kain, D., Yahalom-Ronen, Y., Carvalho, S., Weisinger, K., Bassat, E., Rajchman, D., Yifa, O., et al. (2015) · Nature Cell Biology · doi:10.1038/ncb3149 · Cited by 649 · see citing works
Zangi, L., Lui, K. O., von Gise, A., Ma, Q., Ebina, W., Ptaszek, L. M., Später, D., Xu, H., Tabebordbar, M., Gorbatov, R., et al. (2013) · Nature Biotechnology · doi:10.1038/nbt.2682 · Cited by 646 · see citing works
Pharmacological Treatment of Coronary Artery Disease With Recombinant Fibroblast Growth Factor-2
Simons, M., Annex, B. H., Laham, R. J., Kleiman, N. S., Henry, T. D., Dauerman, H. L., Udelson, J. E., Gervino, E. V., Pike, M. C., Whitehouse, M. J., et al. (2002) · Circulation · doi:10.1161/hc0802.104407 · Cited by 646 · see citing works
THE CARDIAC FIBROBLAST: Therapeutic Target in Myocardial Remodeling and Failure
Brown, R. D., Ambler, S. K., Mitchell, M. D., & Long, C. S. (2005) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev.pharmtox.45.120403.095802 · Cited by 643 · see citing works
von Gise, A., Lin, Z., Schlegelmilch, K., Honor, L. B., Pan, G. M., Buck, J. N., Ma, Q., Ishiwata, T., Zhou, B., Camargo, F. D., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1116136109 · Cited by 573 · see citing works
Yanez Arteta, M., Kjellman, T., Bartesaghi, S., Wallin, S., Wu, X., Kvist, A. J., Dabkowska, A., Székely, N., Radulescu, A., Bergenholtz, J., et al. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1720542115 · Cited by 534 · see citing works
Mending broken hearts: cardiac development as a basis for adult heart regeneration and repair
Xin, M., Olson, E. N., & Bassel-Duby, R. (2013) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3619 · Cited by 514 · see citing works
Lin, Z., von Gise, A., Zhou, P., Gu, F., Ma, Q., Jiang, J., Yau, A. L., Buck, J. N., Gouin, K. A., van Gorp, P. R. R., et al. (2014) · Circulation Research · doi:10.1161/circresaha.115.303632 · Cited by 403 · see citing works
Barcoded nanoparticles for high throughput in vivo discovery of targeted therapeutics
Dahlman, J. E., Kauffman, K. J., Xing, Y., Shaw, T. E., Mir, F. F., Dlott, C. C., Langer, R., Anderson, D. G., & Wang, E. T. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1620874114 · Cited by 335 · see citing works
de Boer, R. A., Keulenaer, G. W. D., Bauersachs, J. K., Brutsaert, D. L., Cleland, J. G. F., Dı́ez, J., Du, X., Ford, P., Heinzel, F. R., Lipson, K. E., et al. (2019) · European Journal of Heart Failure · doi:10.1002/ejhf.1406 · Cited by 305 · see citing works
Self-citationPkm2 Regulates Cardiomyocyte Cell Cycle and Promotes Cardiac Regeneration
Magadum, A., Singh, N., Kurian, A. A., Munir, I., Mehmood, T., Brown, K., Sharkar, M. T. K., Chepurko, E., Sassi, Y., Oh, J. G., et al. (2020) · Circulation · doi:10.1161/circulationaha.119.043067 · Cited by 287 · see citing works
Vascular endothelial growth factor administration in chronic myocardial ischemia
Harada, K., Friedman, M., López, J. J., Wang, S. Y., Li, J., Prasad, P. V., Pearlman, J. D., Edelman, E. R., Sellke, F. W., & Simons, M. (1996) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.1996.270.5.h1791 · Cited by 240 · see citing works
Miyamoto, K., Akiyama, M., Tamura, F., Isomi, M., Yamakawa, H., Sadahiro, T., Muraoka, N., Kojima, H., Haginiwa, S., Kurotsu, S., et al. (2017) · Cell stem cell · doi:10.1016/j.stem.2017.11.010 · Cited by 189 · see citing works
Quantitative Assessment of Nanoparticle Biodistribution by Fluorescence Imaging, Revisited
Meng, F., Wang, J., Ping, Q. N., & Yeo, Y. (2018) · ACS Nano · doi:10.1021/acsnano.8b02881 · Cited by 183 · see citing works
Carlsson, L. G., Clarke, J. C., Yen, C. Y. T., Gregoire, F. M., Albery, T., Billger, M. A., Egnell, A., Gan, L., Jennbacken, K., Johansson, E., et al. (2018) · Molecular Therapy — Methods & Clinical Development · doi:10.1016/j.omtm.2018.04.003 · Cited by 180 · see citing works
Role of inflammation in the progression of heart failure
Yndestad, A., Damås, J. K., Øie, E., Ueland, T., Gullestad, L. L., & Aukrust, P. (2007) · Current Cardiology Reports · doi:10.1007/bf02938356 · Cited by 177 · see citing works
mRNA-Based Protein Replacement Therapy for the Heart
Magadum, A., Kaur, K., & Zangi, L. (2019) · Molecular Therapy · doi:10.1016/j.ymthe.2018.11.018 · Cited by 176 · see citing works
Hadas, Y., Vincek, A. S., Youssef, E., Żak, M. M., Chepurko, E., Sultana, N., Sharkar, M. T. K., Guo, N., Komargodski, R., Kurian, A. A., et al. (2020) · Circulation · doi:10.1161/circulationaha.119.041882 · Cited by 166 · see citing works
MicroRNAs Enable mRNA Therapeutics to Selectively Program Cancer Cells to Self-Destruct
Jain, R., Frederick, J. P., Huang, E. Y., Burke, K. E., Mauger, D. M., Andrianova, E. A., Farlow, S. J., Siddiqui, S., Pimentel, J., Cheung-Ong, K., et al. (2018) · Nucleic Acid Therapeutics · doi:10.1089/nat.2018.0734 · Cited by 164 · see citing works
Liposome encapsulated berberine treatment attenuates cardiac dysfunction after myocardial infarction
Allijn, I. E., Czarny, B., Wang, X., Chong, S. Y., Weiler, M., da Silva, A. E., Metselaar, J. M., Lam, C. S. P., Pastorin, G., de Kleijn, D. P. V., et al. (2017) · Journal of Controlled Release · doi:10.1016/j.jconrel.2016.12.042 · Cited by 156 · see citing works
Self-citationMaximizing the Potency of siRNA Lipid Nanoparticles for Hepatic Gene Silencing In Vivo**
Jayaraman, M., Ansell, S. M., Mui, B. L., Tam, Y. K., Chen, J., Du, X., Butler, D., Eltepu, L., Matsuda, S., Narayanannair, J. K., et al. (2012) · Angewandte Chemie · doi:10.1002/ange.201203263 · Cited by 150 · see citing works
House, S. L., Bolte, C., Zhou, M., Doetschman, T., Klevitsky, R., Newman, G., & Schultz, J. E. J. (2003) · Circulation · doi:10.1161/01.cir.0000105723.91637.1c · Cited by 128 · see citing works
Optimizing Cardiac Delivery of Modified mRNA
Sultana, N., Magadum, A., Hadas, Y., Kondrat, J., Singh, N., Youssef, E., Calderon, D., Chepurko, E., Dubois, N. C., Hajjar, R. J., et al. (2017) · Molecular Therapy · doi:10.1016/j.ymthe.2017.03.016 · Cited by 114 · see citing works
Myocardial Delivery of Lipidoid Nanoparticle Carrying modRNA Induces Rapid and Transient Expression
Turnbull, I. C., Eltoukhy, A. A., Fish, K. M., Nonnenmacher, M. E., Ishikawa, K., Chen, J., Hajjar, R. J., Anderson, D. G., & Costa, K. D. (2015) · Molecular Therapy · doi:10.1038/mt.2015.193 · Cited by 112 · see citing works
Liu, Y., Tseng, Y.-C., & Huang, L. (2012) · Pharmaceutical Research · doi:10.1007/s11095-012-0818-1 · Cited by 100 · see citing works
Magadum, A., Singh, N., Kurian, A. A., Sharkar, M. T. K., Chepurko, E., & Zangi, L. (2018) · Molecular Therapy — Nucleic Acids · doi:10.1016/j.omtn.2018.08.021 · Cited by 87 · see citing works
Intramyocardial stem cell injection: go(ne) with the flow
van den Akker, F., Feyen, D. A. M., van den Hoogen, P., Laake, L. W. V., van Eeuwijk, E. C. M., Hoefer, I. E., Pasterkamp, G., Chamuleau, S. A. J., Gründeman, P. F., Doevendans, P. A., et al. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehw056 · Cited by 84 · see citing works
Self-citationMünter, R., Kristensen, K., Pedersbæk, D., Larsen, J. B., Simonsen, J. B., & Andresen, T. L. (2018) · Nanoscale · doi:10.1039/c8nr07755j · Cited by 84 · see citing works
A Contemporary View on Endothelial Function in Heart Failure
Shantsila, E., Wrigley, B., Blann, A. D., Gill, P. S., & Lip, G. Y. H. (2012) · European Journal of Heart Failure · doi:10.1093/eurjhf/hfs066 · Cited by 77 · see citing works
Liposome Accumulation in Regions of Experimental Myocardial Infarction
Caride, V. J., & Zaret, B. L. (1977) · Science · doi:10.1126/science.910155 · Cited by 76 · see citing works
Huang, C., Leblond, A., Turner, E. C., Kumar, A. H. S., Martin, K., Whelan, D., O’Sullivan, D. M., & Caplice, N. M. (2015) · Molecular Pharmaceutics · doi:10.1021/mp5006239 · Cited by 66 · see citing works
In vivocardiac reprogramming using an optimal single polycistronic construct: Figure 1
Ma, H., Wang, L., Yin, C., Liu, J., & Li, Q. (2015) · Cardiovascular Research · doi:10.1093/cvr/cvv223 · Cited by 63 · see citing works
aYAP modRNA reduces cardiac inflammation and hypertrophy in a murine ischemia-reperfusion model
Chen, J., Ma, Q., King, J. S., Sun, Y., Xu, B., Zhang, X., Zohrabian, S., Guo, H., Cai, W., Li, G., et al. (2019) · Life Science Alliance · doi:10.26508/lsa.201900424 · Cited by 50 · see citing works
Sultana, N., Hadas, Y., Sharkar, M. T. K., Kaur, K., Magadum, A., Kurian, A. A., Hossain, N., Alburquerque, B., Ahmed, S. M. M., Chepurko, E., et al. (2020) · Molecular Therapy — Methods & Clinical Development · doi:10.1016/j.omtm.2020.03.019 · Cited by 45 · see citing works
Kwekkeboom, R. F. J., Sluijter, J. P. G., van Middelaar, B. J., Metz, C. H. G., Brans, M. A. D., Otto Kamp, B., Paulus, W. J., & Musters, R. J. P. (2015) · Journal of Controlled Release · doi:10.1016/j.jconrel.2015.11.020 · Cited by 38 · see citing works
Self-citationRepairing the heart: State-of the art delivery strategies for biological therapeutics
Yang, Q., Fang, J., Lei, Z., Sluijter, J. P. G., & Schiffelers, R. M. (2020) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2020.10.003 · Cited by 31 · see citing works
Self-citationMessenger RNA as a Novel Therapeutic Approach
Stanton, M. G., & Murphy-Benenato, K. E. (2017) · Topics in medicinal chemistry · doi:10.1007/7355_2016_30 · Cited by 16 · see citing works
Lei, Z., Fang, J., Deddens, J. C., Metz, C. H. G., van Eeuwijk, E. C. M., el Azzouzi, H., Doevendans, P. A., & Sluijter, J. P. G. (2020) · Frontiers in Physiology · doi:10.3389/fphys.2020.00590 · Cited by 7 · see citing works
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Off-target effects in CRISPR/Cas9 gene editing
Guo, C., Ma, X., Gao, F., & Guo, Y. (2023) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2023.1143157 · Cited by 625 · see citing works
“Similar to RNP electroporation, Cas9 mRNA and sgRNA can also be delivered into cells via electroporation or liposome-based vectors (Evers et al., 2022; Yu et al., 2023) to improved genome editing fidelity.”
BackgroundThe 60-year evolution of lipid nanoparticles for nucleic acid delivery
Cullis, P. R., & Felgner, P. L. (2024) · Nature Reviews Drug Discovery · doi:10.1038/s41573-024-00977-6 · Cited by 517 · see citing works
Strategies to reduce the risks of mRNA drug and vaccine toxicity
Bitounis, D., Jacquinet, E., Rogers, M. A., & Amiji, M. M. (2024) · Nature Reviews Drug Discovery · doi:10.1038/s41573-023-00859-3 · Cited by 237 · see citing works
Milk-derived extracellular vesicles protect intestinal barrier integrity in the gut-liver axis
Tong, L., Zhang, S., Liu, Q., Huang, C., Hao, H., Tan, M. S., Yu, X., Lou, C. K. L., Huang, R., Zhang, Z., et al. (2023) · Science Advances · doi:10.1126/sciadv.ade5041 · Cited by 230 · see citing works
Current research trends of nanomedicines
Liu, Q., Zou, J., Chen, Z., He, W., & Wu, W. (2023) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2023.05.018 · Cited by 221 · see citing works
The use of RNA-based treatments in the field of cancer immunotherapy
Chehelgerdi, M., & Chehelgerdi, M. (2023) · Molecular Cancer · doi:10.1186/s12943-023-01807-w · Cited by 146 · see citing works
Lipid Nanoparticles Optimized for Targeting and Release of Nucleic Acid
Jia, Y., Wang, X., Li, L., Li, F., Zhang, J., & Liang, X. (2023) · Advanced Materials · doi:10.1002/adma.202305300 · Cited by 141 · see citing works
Fabrication of active targeting lipid nanoparticles: Challenges and perspectives
Menon, I., Zaroudi, M., Zhang, Y., Aisenbrey, E. A., & Hui, L. (2022) · Materials Today Advances · doi:10.1016/j.mtadv.2022.100299 · Cited by 124 · see citing works
From structural design to delivery: mRNA therapeutics for cancer immunotherapy
Zhou, F., Huang, L., Li, S., Yang, W., Chen, F., Cai, Z., Liu, X., Xu, W., Lehto, V., Lächelt, U., et al. (2023) · Exploration · doi:10.1002/exp.20210146 · Cited by 115 · see citing works
Li, Y., Ye, Z., Yang, H., & Xu, Q. (2022) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2022.04.013 · Cited by 99 · see citing works
Optimized lipid nanoparticles (LNPs) for organ-selective nucleic acids delivery in vivo
Zhang, T., Yin, H., Li, Y., Yang, H., Ge, K., Zhang, J., Yuan, Q., Dai, X., Naeem, A., Weng, Y., et al. (2024) · iScience · doi:10.1016/j.isci.2024.109804 · Cited by 94 · see citing works
Soroudi, S., Jaafari, M. R., & Arabi, L. (2024) · Journal of Controlled Release · doi:10.1016/j.jconrel.2024.06.023 · Cited by 91 · see citing works
Long, M., Wang, L., Kang, L., Liu, D., Long, T., Ding, H., Duan, Y., He, H., Xu, B., & Gu, N. (2025) · ACS Nano · doi:10.1021/acsnano.4c14445 · Cited by 90 · see citing works
mRNA nanodelivery systems: targeting strategies and administration routes
Yuan, M., Han, Z., Liang, Y., Sun, Y., He, B., Chen, W., & Fan, L. (2023) · Biomaterials Research · doi:10.1186/s40824-023-00425-3 · Cited by 90 · see citing works
Regulatory guidelines and preclinical tools to study the biodistribution of RNA therapeutics
Vervaeke, P., Borgos, S. E., Sanders, N. N., & Combes, F. (2022) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2022.114236 · Cited by 74 · see citing works
Ionizable Lipid Nanoparticles for mRNA Delivery
Tang, X., Zhang, Y., & Han, X. (2023) · Advanced NanoBiomed Research · doi:10.1002/anbr.202300006 · Cited by 71 · see citing works
Cardiac tissue engineering for myocardial infarction treatment
Gil-Cabrerizo, P., Scacchetti, I., Garbayo, E., & Blanco‐Prieto, M. J. (2023) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2023.106439 · Cited by 62 · see citing works
Labonia, M. C. I., Sentí, M. E., van der Kraak, P. H., Brans, M. A. D., Dokter, I., Streef, T. J., Smits, A. M., Deshantri, A. K., de Jager, S. C. A., Schiffelers, R. M., et al. (2024) · Journal of Controlled Release · doi:10.1016/j.jconrel.2024.04.018 · Cited by 58 · see citing works
Self-citationNano-bio interactions in mRNA nanomedicine: Challenges and opportunities for targeted mRNA delivery
Saiding, Q., Zhang, Z., Chen, S., Xiao, F., Chen, Y., Li, Y., Zhen, X., Khan, M. M., Chen, W., Koo, S., et al. (2023) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2023.115116 · Cited by 57 · see citing works
Thin filament cardiomyopathies: A review of genetics, disease mechanisms, and emerging therapeutics
Keyt, L. K., Duran, J. M., Bui, Q. M., Chen, C., Miyamoto, M. I., Enciso, J. S., Tardiff, J. C., & ADLER, E. D. (2022) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2022.972301 · Cited by 50 · see citing works
Lipid Nanoparticles for Nucleic Acid Delivery Beyond the Liver
Saber, N., Sentí, M. E., & Schiffelers, R. M. (2024) · Human Gene Therapy · doi:10.1089/hum.2024.106 · Cited by 56 · see citing works
Self-citationNavigating the landscape of RNA delivery systems in cardiovascular disease therapeutics
Gil-Cabrerizo, P., Simón‐Yarza, T., Garbayo, E., & Blanco‐Prieto, M. J. (2024) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2024.115302 · Cited by 51 · see citing works
Ru, Q., Li, Y., Zhang, F., Chen, L., Wu, Y., Min, J., & Wang, F. (2025) · Bone Research · doi:10.1038/s41413-024-00398-6 · Cited by 57 · see citing works
Nanocarrier-Based Targeted Therapies for Myocardial Infarction
George, T. A., Hsu, C.-C., Meeson, A. P., & Lundy, D. J. (2022) · Pharmaceutics · doi:10.3390/pharmaceutics14050930 · Cited by 46 · see citing works
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Wang, H., Wang, Z.-G., & Liu, S. (2022) · Molecules · doi:10.3390/molecules27175607 · Cited by 40 · see citing works
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Cruz‐Samperio, R., Hicks, C. L., Scott, A., Gispert, I., Elani, Y., Richardson, R. J., & Perriman, A. W. (2023) · Journal of the American Chemical Society · doi:10.1021/jacs.3c07811 · Cited by 30 · see citing works
Bois, A., Grandela, C., Gallant, J., Mummery, C. L., & Menasché, P. (2025) · npj Regenerative Medicine · doi:10.1038/s41536-025-00394-2 · Cited by 30 · see citing works
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Chen, A., Mesfin, J. M., Gianneschi, N. C., & Christman, K. L. (2023) · Advanced Materials · doi:10.1002/adma.202300603 · Cited by 26 · see citing works
Safe and Effective Delivery of mRNA Using Modified PEI-Based Lipopolymers
Wang, H., Liu, X., Ai, X., Remant-Bahadur, K. C., Dick, T. A., Yan, B., Lu, T., Zhou, X., Luo, R., Liu, M., et al. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15020410 · Cited by 25 · see citing works
Chen, Q., Yu, T., Gong, J., & Shan, H. (2025) · Molecules · doi:10.3390/molecules30040962 · Cited by 23 · see citing works
Shuvaev, V. V., Tam, Y. K., Lee, B. W., Myerson, J. W., Herbst, D. A., Kiseleva, R. Y., Glassman, P. M., Parhiz, H., Alameh, M., Pardi, N., et al. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2409266122 · Cited by 23 · see citing works
Yu, X., Xu, T., Shi, H., Hong, J., Jin, X., Cao, L., Wang, J., Lin, Y., Pan, Z., Wang, S., et al. (2023) · Chemical Engineering Journal · doi:10.1016/j.cej.2023.142841 · Cited by 20 · see citing works
Lei, F., Zhang, J., Deng, Y., Wang, X., Tang, J., Tian, J., Wan, Y., Wang, L., Zhou, X., Zhang, Y., et al. (2024) · Colloids and Surfaces B: Biointerfaces · doi:10.1016/j.colsurfb.2024.114159 · Cited by 20 · see citing works
Gu, Z., Liu, T., Rao, W., Li, D., Zhang, Q., Dai, J., Huang, L., Wang, J., & Hou, X. (2024) · Advanced Functional Materials · doi:10.1002/adfm.202412335 · Cited by 20 · see citing works
Nucleic acid delivery by lipid nanoparticles for organ targeting
Guo, J., Gu, M., Chen, Y., Xiong, T., Zhang, Y., Chen, S., Li, M., Chen, X., & Peng, X. (2025) · Chinese Chemical Letters · doi:10.1016/j.cclet.2025.110849 · Cited by 18 · see citing works
Effective transcatheter intracoronary delivery of mRNA-lipid nanoparticles targeting the heart
Handa, K., Kawamura, M., Sasai, M., Matsuzaki, T., Harada, A., Fujimura, L., Whitehouse, J., Saito, S., Komukai, S., Kitamura, T., et al. (2025) · Journal of Controlled Release · doi:10.1016/j.jconrel.2025.113623 · Cited by 17 · see citing works
Recent Advances in mRNA-LNP Delivery Systems for Extrahepatic Organs: A Review
Bai, Y., Cui, L., Liu, T., Wang, Z., Cao, H., He, S., Qiu, J., Li, Y., Zhou, Y., Shi, J., et al. (2025) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.5c00385 · Cited by 19 · see citing works
mRNA therapy for myocardial infarction: A review of targets and delivery vehicles
Wang, X., Wu, D. H., & Senyo, S. E. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2022.1037051 · Cited by 17 · see citing works
CRISPR/Cas9 as a Mutagenic Factor
Shumega, A. R., Pavlov, Y. I., Chirinskaite, A. V., Rubel, A. A., Inge-Vechtomov, S. G., & Stepchenkova, E. I. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25020823 · Cited by 18 · see citing works
Fulfilling the Promise of RNA Therapies for Cardiac Repair and Regeneration
Giacca, M. (2023) · Stem Cells Translational Medicine · doi:10.1093/stcltm/szad038 · Cited by 15 · see citing works
Zhao, Y., Liu, C., Zhang, X., Gu, T., Wang, Y., Zuo, T., Liu, S., Xu, X., & Meng, H. (2026) · ACS Nano · doi:10.1021/acsnano.5c21857 · Cited by 16 · see citing works
Delivery of genetic medicines for muscular dystrophies
Chulanova, Y., Breier, D., & Peer, D. (2025) · Cell Reports Medicine · doi:10.1016/j.xcrm.2024.101885 · Cited by 14 · see citing works
Joore, I. P., Shehata, S., Muffels, I. J. J., Castro-Alpízar, J., Jiménez-Curiel, E., Nagyova, E., Levy, N., Tang, Z., Smit, K., Vermeij, W. P., et al. (2025) · PLoS Biology · doi:10.1371/journal.pbio.3003207 · Cited by 14 · see citing works
Self-citationNanomaterials: Promising Tools for the Diagnosis and Treatment of Myocardial Infarction
Ge, Y., Wu, L., Mei, S., & Wu, J. (2025) · International Journal of Nanomedicine · doi:10.2147/ijn.s500146 · Cited by 13 · see citing works
Microfluidic-based nanocarriers for overcoming biological barriers in therapeutic delivery systems
Gharatape, A., Niasari-Naslaji, Z., Chain, J. L., Tabatabaei, S. N., & Faridi-Majidi, R. (2025) · Nanoscale · doi:10.1039/d5nr02322j · Cited by 13 · see citing works
Neiman, G., Costa, M. W., Han, H., Zhao, S., Ng, T. K., Siemons, B. A., Nishino, T., Huang, Y., Jinagal, S. L., Wu, K., et al. (2025) · Nature Biomedical Engineering · doi:10.1038/s41551-025-01523-4 · Cited by 14 · see citing works
Organic Nanoparticles in Progressing Cardiovascular Disease Treatment and Diagnosis
Scafa‐Udriște, A., Burdușel, A.-C., Niculescu, A.-G., Rădulescu, M., Balaure, P. C., & Grumezescu, A. M. (2024) · Polymers · doi:10.3390/polym16101421 · Cited by 15 · see citing works
Yu, M., Liu, D., Shah, P., Qiu, B., Mathew, A., Yao, L., Guan, T., Cong, H., & Zhang, N. (2025) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.4c02373 · Cited by 13 · see citing works
Modified mRNA as a Treatment for Myocardial Infarction
Wang, Y., Wu, M., & Guo, H. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24054737 · Cited by 12 · see citing works
Potential Application of Modified mRNA in Cardiac Regeneration
Wang, A. Y. L., Chang, Y., Chen, K., & Loh, C. Y. Y. (2024) · Cell Transplantation · doi:10.1177/09636897241248956 · Cited by 11 · see citing works
Sandelius, Å., Naseer, H., Lindqvist, J., Wilson, A., & Henderson, N. (2024) · Bioanalysis · doi:10.1080/17576180.2024.2360361 · Cited by 12 · see citing works
Pharmaceutical strategies for optimized mRNA expression
Shi, Y., Mao, J., Wang, S., Ma, S., Luo, L., & You, J. (2024) · Biomaterials · doi:10.1016/j.biomaterials.2024.122853 · Cited by 11 · see citing works
Gharatape, A., Amanzadi, B., Mohamadi, F., Rafieian, M., & Majidi, R. F. (2024) · Nanomedicine · doi:10.1080/17435889.2024.2416377 · Cited by 12 · see citing works
Li, L., Luo, M., Zhou, L., Wang, Y., Jiao, Y., Wang, C., Gong, C., Cen, X., & Yao, S. (2025) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2025.125282 · Cited by 11 · see citing works
Non-coding RNAs in heart failure: epigenetic regulatory mechanisms and therapeutic potential
Ren, Y., Zhao, B., Lv, L., Jingyuan, Y., Nan, X., Bao, L., & Yang, B. (2025) · Frontiers in Genetics · doi:10.3389/fgene.2025.1677797 · Cited by 9 · see citing works
Therapeutic nucleic acids in regenerative medicine and tissue repair
Saiding, Q., Qin, D., An, S., Patel, D. N., Khan, M. M., Kong, N., & Tao, W. (2024) · Nano Research · doi:10.1007/s12274-024-6776-1 · Cited by 10 · see citing works
Wang, Y., Wu, Y., Jiang, Y., Tan, H., Guragain, B., Nguyen, T. M., Zhao, J., Zhou, Y., Nakada, Y., & Zhang, J. J. (2024) · Journal of the American Heart Association · doi:10.1161/jaha.124.037120 · Cited by 8 · see citing works
Zhao, M., Liu, C., Liu, Z., Zuo, Y., Chen, C., Shi, S., Shi, X., Xie, Y., Yang, H., & Chen, Y. (2024) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2024.124569 · Cited by 7 · see citing works
RNA-ssisting immunity to heal the heart: a new frontier in therapeutics
Rurik, J. G., Phu, C. L., Mustroph, J., & Buggert, M. (2025) · Cardiology Plus · doi:10.1097/cp9.0000000000000116 · Cited by 6 · see citing works
Magnetic Lipid Nanoparticles for Targeted mRNA Delivery and Enhanced Organ-Specific Expression
Jin, X., Yang, Q., Yang, L., Yang, G., Fang, J., Seinen, C. W., Daniels, M. A., Blok, C. S., Barendrecht, A. D., Koekman, A. C., et al. (2026) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5c21156 · Cited by 6 · see citing works
Self-citationHistone Modifications in Cardiovascular Disease: Mechanisms and Therapeutic Opportunities
Zheng, Y., Gao, Y., Guo, M., Wang, L., Zheng, X., Liao, Y., Li, Y., Zhu, J.-P., & Wei, J. (2026) · MedComm · doi:10.1002/mco2.70765 · Cited by 6 · see citing works
Revolutionizing cardiac fibrosis treatment: the potential of personalized CAR T-cell therapy
Taherkhani, S., Honardoost, M., Dokhani, N., & Janzadeh, A. (2025) · Cardio-Oncology · doi:10.1186/s40959-025-00367-w · Cited by 5 · see citing works
Wormser, L., FRITZ, V. K., Kappelmann‐Fenzl, M., Rachinger, N., de Castilla, P. E. M., Enderle, K., Kaufmann, M. D., Düll, M. M., Mahli, A., Zundler, S., et al. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2518418122 · Cited by 5 · see citing works
Self-citationLiang, Y., Zheng, H., & Tian, Y. (2025) · Journal of Nanobiotechnology · doi:10.1186/s12951-025-03822-z · Cited by 6 · see citing works
Saladino, G. M. (2026) · RSC Advances · doi:10.1039/d5ra08785f · Cited by 5 · see citing works
Gene Therapy for Inherited Arrhythmia Syndromes
Leong, C. J., Sharma, S., Seth, J., Dave, A., Ghafoor, A. A. A., & Laksman, Z. (2024) · Cardiogenetics · doi:10.3390/cardiogenetics14030011 · Cited by 5 · see citing works
Spatio-temporal targeting of cardiac cells with lipid nanoparticles after myocardial infarction
Harper, R. L., Farrugia, G. E., Krstevski, C., Alexander, N., Raffaut, S. R., Harrison, T. I., Thomas, A. C., Kiriazis, H., Dogra, A., Vidallon, M. L. P., et al. (2026) · Journal of Molecular and Cellular Cardiology Plus · doi:10.1016/j.jmccpl.2026.100850 · Cited by 4 · see citing works
Cardiac-targeted delivery of advanced medical therapies for heart disease
Liu, X., Yan, M., Lu, S., & Hausenloy, D. J. (2026) · European Heart Journal · doi:10.1093/eurheartj/ehag432 · Cited by 4 · see citing works
Adjmi, M., Tse, I., & Zangi, L. (2025) · Cardiology Plus · doi:10.1097/cp9.0000000000000118 · Cited by 4 · see citing works
Strategies for the delivery of RNA therapeutics to diseased heart tissue
Nicoletti, L., Coletto, M., Stola, G. P., Paoletti, C., Marcello, E. E., Testore, D., Tivano, F., Zoso, A., Mattu, C., & Chiono, V. (2025) · Expert Opinion on Drug Delivery · doi:10.1080/17425247.2025.2539960 · Cited by 4 · see citing works
The application of nanomedicines in repairing damage in myocardial infarction
Zheng, S., Chen, D., Zhao, M., & Hu, H. (2025) · Journal of Controlled Release · doi:10.1016/j.jconrel.2025.114388 · Cited by 4 · see citing works
Advances in RNA delivery to extrahepatic tissues and cells
Li, Z., Guo, S., & Huang, Y. (2026) · Journal of Controlled Release · doi:10.1016/j.jconrel.2026.115170 · Cited by 4 · see citing works
New insights into diabetes-induced cardiac pathology
Weeks, K. L., Bernardo, B. C., Bell, J. R., Delbridge, L. M. D., & Mellor, K. M. (2025) · Journal of Molecular and Cellular Cardiology · doi:10.1016/j.yjmcc.2025.04.008 · Cited by 4 · see citing works
Nanoparticles for targeted drug delivery in modern cardiology
Kidenko, V. A., Metova, M. M., Gabrielyan, E. Y., Trusov, Y. A., Melikhova, A., Muslimova, E. P., Sedmova, Y. V., Khabibullina, K., Malikova, E. V., Валиуллина, Л. А., et al. (2023) · Clinical Medicine (Russian Journal) · doi:10.30629/0023-2149-2023-101-9-10-454-466 · Cited by 3 · see citing works
Myocardial infarction creates a critical time window for AAV-based cardiac gene transfer
Chen, G., Zhang, Y., Liu, Z., Wu, J., Chen, Z., Yang, L., Zhang, J., Wu, Y., Li, J., Bai, B., et al. (2025) · Fundamental Research · doi:10.1016/j.fmre.2025.06.012 · Cited by 3 · see citing works
Avenues for optimization of cardiac therapeutics by minimally invasive delivery
Li, Y., Menasché, P., Vunjak‐Novakovic, G., & Cheng, K. (2026) · Acta Biomaterialia · doi:10.1016/j.actbio.2026.01.033 · Cited by 3 · see citing works
Precision medicine in myocardial infarction: Nanotheranostic strategies
Pang, A. S., Dinesh, V., Pang, N. Y., Dinesh, T., Pang, K. Y., Yip, G. W. C., Bay, B., & Srinivasan, D. K. (2023) · Nano Select · doi:10.1002/nano.202300127 · Cited by 3 · see citing works
Batho, C. A. P., Hudson, J. E., & Wilson, C. H. (2025) · Biochemical Society Transactions · doi:10.1042/bst20243001 · Cited by 2 · see citing works
Advances in nanostructured drug delivery systems for cardiovascular therapeutics
Saadh, M. J., Allela, O. Q. B., Kareem, R. A., Padmapriya, G., Mishra, A., Kazmi, S. W., Prasad, G. V. S., Sameer, H. N., Hamad, A. K., Athab, Z. H., et al. (2025) · DARU Journal of Pharmaceutical Sciences · doi:10.1007/s40199-025-00581-y · Cited by 2 · see citing works
Wu, J. R., Hernandez, Y., Canjels, A., Bailey, K., & Kwon, E. J. (2025) · Molecular Therapy — Nucleic Acids · doi:10.1016/j.omtn.2025.102817 · Cited by 2 · see citing works
Labonia, M. C. I., de Castilla, P. E. M., van der Kraak, P. H., Brans, M. A. D., Yang, Q., Lei, Z., de Jager, S. C. A., de Voogt, W. S., Schiffelers, R. M., Sluijter, J. P. G., et al. (2026) · Molecular Therapy — Nucleic Acids · doi:10.1016/j.omtn.2026.102939 · Cited by 3 · see citing works
Self-citationAkkineni, S., Gulani, M. A., Kouzi, S. A., D’Souza, M. J., & Uddin, M. N. (2026) · Pharmaceuticals · doi:10.3390/ph19050663 · Cited by 3 · see citing works
Zou, Y., Wong, J. M. J., Lin, J., & Dai, Y. (2025) · Cardiology Plus · doi:10.1097/cp9.0000000000000119 · Cited by 2 · see citing works
Runzer, C. D. T., Sadowska, J. M., Roumans, N. J. T., Plank, C., Evans, C. H., O’Brien, F. J., van Griensven, M., & Balmayor, E. R. (2025) · Advanced Functional Materials · doi:10.1002/adfm.202508631 · Cited by 2 · see citing works
Wu, X., Lv, Y., Li, Z., & Yang, Z. (2025) · Biomedical Journal · doi:10.1016/j.bj.2025.100914 · Cited by 2 · see citing works
Advances in fibroblast-based cardiac reprogramming in the treatment of heart disease
Jin, Y., Liu, Y., Ge, A., Yang, Y. P., Wan, Y., Li, C., & Zhang, C. (2025) · Inflammation Research · doi:10.1007/s00011-025-02079-4 · Cited by 1 · see citing works
Kamal, N. H., Heikal, L., Helmy, M. W., & Abdallah, O. Y. (2025) · Journal of Materials Science Materials in Medicine · doi:10.1007/s10856-025-06915-1 · Cited by 1 · see citing works
Kumar, M., Tiwari, S., Rajwade, A., Kulkarni, R., Patel, A., & Shah, D. K. (2026) · Pharmaceutical Research · doi:10.1007/s11095-026-04086-4 · Cited by 1 · see citing works
The future of pediatric gene therapy: CRISPR-Cas9, AI, and personalized medicine
Pan, Y., Ding, J., Wang, W., Xu, D., Fan, J., & Zhang, W. (2026) · Pediatric Research · doi:10.1038/s41390-026-05270-3 · Cited by 1 · see citing works
Liu, Y., Guo, X., Hu, Q., Gan, C., Nie, S., Xiang, J., Liu, Y., Zou, J., Wu, X., Li, C., et al. (2026) · Materials Today Bio · doi:10.1016/j.mtbio.2026.103568 · Cited by 1 · see citing works
Chen, X., Bao, Y., & Zhang, Q. (2026) · Cardiovascular Drugs and Therapy · doi:10.1007/s10557-026-07950-y · Cited by 1 · see citing works
Genome engineering in maize using CRISPR/CAS9 system
Rafique, K., Gul, A., Ahmad, N., & Mushtaq, N. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-26614-0.00002-3 · Cited by 1 · see citing works
Nanosystems for myocardial ischemic injury theranostics
Žulpaitė, U., & Petrikaitė, V. (2025) · Biochemical Pharmacology · doi:10.1016/j.bcp.2025.117115 · Cited by 1 · see citing works
Neiman, G., Costa, M. W., Han, H., Zhao, S., Ng, T., Siemons, B. A., Nishino, T., Huang, Y., Jinagal, S. L., Wu, K. K.-Y., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.03.07.642075 · Cited by 1 · see citing works
Hydrophobic Ion Pairing for Simple, Non-Toxic TransfectionPreprint
Gray, M. A., Seeler, M., Montoya, C., Park, J., Mai, L. D., Whitehead, K. A., & Champion, J. A. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.04.25.650611 · Cited by 1 · see citing works
The Role of Heat Shock Protein A4 (HSPA4) in the Heart
Rodrigues, D. M. (2023) · doi:10.53846/goediss-9959
- Authors
- Evers, M. J. W., Du, W., Yang, Q., Kooijmans, S. A. A., Vink, A., van Steenbergen, M., Vader, P., de Jager, S. C. A., Fuchs, S. A., Mastrobattista, E., Sluijter, J. P. G., Lei, Z., & Schiffelers, R.
- Affiliations
- University Medical Center Utrecht (NL)
- Harbin Medical University (CN)
- Utrecht University (NL)
- Corresponding author
- Schiffelers, Raymond
- ORCID
- Venue
- Journal of Controlled Release
- Publisher
- Elsevier BV
- Published
- 2022-03
- Volume
- 343
- Pages
- 207-216
- ISSN
- 0168-3659 (ISSN-L)
- OpenAlex
- W4206915884
- Cited by
- 113
- References
- 48
- Citations by year
- 2026: 19 · 2025: 44 · 2024: 23 · 2023: 20 · 2022: 7
- FWCI
- 7.67
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Controlled Release (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- Funders
- European Commission (HORIZON2020, 721058, 725229, 825828)
- ZonMw (725229, 116002016)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (16169)
- Ministerie van Economische Zaken, Landbouw en Innovatie
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
- Physical Sciences › Materials Science › Biomaterials › Nanoparticle-Based Drug Delivery
- Health Sciences › Medicine › Surgery › Tissue Engineering and Regenerative Medicine
- Keywords
- lipid nanoparticles, modified mRNA, myocardial ischemia-reperfusion injury, cardiac regeneration, systemic drug delivery, firefly luciferase reporter, Cre reporter mice, cardiac fibroblasts
- MeSH terms
- Animals, Infarction, Liposomes, Myocardium, RNA, Messenger, RNA, Small Interfering, Luciferases, Firefly, Mice, Nanoparticles
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