Abstract
The current inability to derive mature cardiomyocytes from human pluripotent stem cells has been the limiting step for transitioning this powerful technology into clinical therapies. To address this, scaffold-based tissue engineering approaches have been utilized to mimic heart development in vitro and promote maturation of cardiomyocytes derived from human pluripotent stem cells. While scaffolds can provide 3D microenvironments, current scaffolds lack the matched physical/chemical/biological properties of native extracellular environments. On the other hand, scaffold-free, 3D cardiac spheroids (i.e., spherical-shaped microtissues) prepared by seeding cardiomyocytes into agarose microwells were shown to improve cardiac functions. However, cardiomyocytes within the spheroids could not assemble in a controlled manner and led to compromised, unsynchronized contractions. Here we show, for the first time, that incorporation of a trace amount (i.e., ~0.004% w/v) of electrically conductive silicon nanowires (e-SiNWs) in otherwise scaffold-free cardiac spheroids can form an electrically conductive network, leading to synchronized and significantly enhanced contraction (i.e., >55% increase in average contraction amplitude), resulting in significantly more advanced cellular structural and contractile maturation.
Keywords: silicon nanowires, cardiac spheroids, cardiomyocytes, human induced pluripotent stem cells, maturation
Cardiovascular disease is the leading cause of death worldwide1. Due to the limited regenerative capacity of adult hearts, human embryonic stem cell (hESC)- and human induced pluripotent stem cell (hiPSC)-based therapy has been the focus of a significant amount of research2, 3. This is due to their proven capacity to produce de novo cardiomyocytes. However, the current cardiomyocytes derived from hESCs and hiPSCs retain an immature phenotype, including poorly organized sarcomere structures (i.e., functional units of the contractile machinery)4-6. Thus, these cells lack the ability to generate sufficient, anisotropic forces as adult cardiomyocytes. This has led to difficulties for electrical and mechanical integration with human adult myocardium7, 8, which has limited the applications of hESC and hiPSC technology for cardiac repair.
During embryonic development, environmental factors (e.g., extracellular matrix, growth factors, mechanical and electrical stimulation) have major effects on the maturation of cardiomyocytes. To mimic the maturation process in vitro, hESC- and hiPSC-derived cardiomyocytes have been mixed with scaffolding materials (e.g., Matrigel and collagen type I gel) to prepare cardiac tissue-engineered constructs and then conditioned with electrical and/or mechanical stimulation4, 9-11. While these scaffolds can provide tissue-like 3D microenvironments, current scaffolding materials lack the matched physical/chemical/biological properties with the native extracellular environments during heart development. On the other hand, scaffold-free, 3D cardiac spheroids have emerged as promising model systems to mimic cardiac tissues12, 13. Unlike in the myocardium, cardiomyocytes in the spheroids do not organize in a controlled manner and led to compromised, unsynchronized contractions. To improve this, we reasoned the incorporation of e-SiNWs in cardiac spheroids can facilitate the formation of an electrically conductive network, and provide synchronized and improved electrical/mechanical signals to advance structural and contractile maturation of the cardiomyocytes (Fig. 1 and Supplementary Fig. 1).
This approach has the distinct advantage in that only a trace amount of e-SiNWs is utilized, minimizing the adverse effects of traditional scaffolds, such as unmatched physical/chemical/biological properties with the native extracellular environments during heart development. e-SiNWs were selected because of their controllable electrical conductivity, tunable dimensions, and convenient surface tailorability14, 15. Although SiNWs might not be well known as biocompatible materials, in vitro biocompatibility studies have shown no significant cytotoxic effects for both undoped and n-type SiNWs16. Further, the recent research showed SiNWs are biodegradable, and their degradation products are found mainly in the form of Si(OH)4 and are metabolically tolerant in vivo17-21. This makes them advantageous over other non-biodegradable, electrically conductive nanomaterials (e.g., gold nanowires, carbon nanotubes and nanofibers), especially for potential in vivo applications.
In this study, n-type SiNWs (Diameter ≈ 100 nm; length ≈ 10 μm; Silane/Phosphane = 500) were prepared according to the previously established protocol22 (Fig. 2A, B). The doping ratio and diameter of the e-SiNWs were chosen to obtain a high conductivity (150 - 500 μS/μm) compared to cell culture medium (~1.75 μS/μm) and myocardium (~0.1 μS/μm) to create highly electrically conductive microenvironments within spheroids23, 24. The length of the SiNWs was selected to inhibit cell internalization. As shown in the Fig. 2C-E, both rat neonatal cardiac cells and human induced pluripotent stem cell-derived cardiomyocytes have been used to prepare e-SiNWed-reinforced cardiac spheroids. The rat left-ventricle neonatal cardiac cells were utilized in the initial study due to their ready availability. They were mixed with e-SiNWs at a ratio of around 1:1 (number of cells/number of e-SiNWs) and seeded into agarose microwells to prepare e-SiNW-reinforced rat-neonatal cardiac spheroids (Fig. 2 C, D and Supplementary Fig. 1). The ratio between e-SiNWs and cardiac cells was selected to minimize the interference of e-SiNWs on the self-assembly process of cardiac cells due to their high density and high stiffness (Supplementary Fig. 2). Notably, TEM images of e-SiNW-reinforced cardiac spheroid indicated the e-SiNWs located in the extracellular space in the spheroids, which supported our selection of dimensions of e-SiNWs (Fig. 2E).
Although few spontaneous contractions have been found in many rat-neonatal cardiac spheroids after 4 days in culture, both contraction frequency and amplitude can be significantly enhanced by electrical stimulation (Fig. 3A-D). To recapitulate the electrical pulses of native myocardium, the spheroids were stimulated at 15 V at 1 Hz, 2 ms25. To independently investigate the effects of e-SiNWs and electrical stimulation, four samples have been prepared and examined: rat-neonatal cardiac spheroids without e-SiNWs and without electrical stimulation (i.e., r-NC spheroids), rat-neonatal cardiac spheroids with e-SiNWs but without electrical stimulation (i.e., r-WC spheroids), rat-neonatal cardiac spheroids without e-SiNWs but with electrical stimulation (i.e., r-NS spheroids), and rat-neonatal cardiac spheroids with e-SiNWs and with electrical stimulation (i.e., r-WS spheroids).
Video analysis revealed that the chronically stimulated spheroids (i.e., r-NS and r-WS spheroids) contract regularly and periodically, while the non-stimulated spheroids (i.e., r-NC and r-WC spheroids) did not contract consistently. As shown in Fig. 3A-D, the average contraction amplitude gradually increased over time for the chronically stimulated spheroids (i.e., r-NS and r-WS) and was several-fold higher than the non-stimulated spheroids (i.e., r-NC and r-WC) with/without stimulation during measurement, which is consistent with the previous report25. When comparing r-NS spheroids with r-WS spheroids, significant improvement in the contraction amplitude and synchronization were found in the r-WS spheroids (Fig. 3B, D), which indicate e-SiNWs can facilitate synchronized electrical signal propagation throughout the spheroids.
To understand the effects of e-SiNWs and chronic stimulation, the expressions of several key cardiac-specific proteins in all four different spheroids were examined using western blotting and immunofluorescence staining (Fig. 3E-G and Supplementary Fig. 3A, B). Among them, connexin-43 (i.e., Cx-43) forms gap junction channels that regulate electrical signal propagation between cardiomyocytes26, 27. Cardiac α-sarcomeric actinin (α-SA) and cardiac troponin I (cTnI) are cardiac-specific contractile proteins, and β-myosin heavy chain (β-MHC) is neonatal isoform of myosin heavy chain in rat cardiomyocytes25. As shown in the Fig. 3E, F and Supplementary Fig. 3A, B, chronic stimulation can significantly increase the expressions and assembly of contractile proteins (e.g., α-SA and cTnI), in agreement with the previous report 25. On the other hand, the incorporation of e-SiNWs led to enhanced expression and clustering of Cx-43 (Fig. 3E, G), also consistent with the previous literature28-31. The combination of SiNWs and chronic stimulation can result in the reduced expression of β-MHC, which indicates a transition from the neonatal isoform of myosin protein to the adult isoform25. This could be attributed to the up-regulated Cx-43 expression (Fig. 3E, G) and/or the increased contraction amplitude (Fig. 3D).
The results from rat-neonatal cardiac spheroids led to the development of hiPSC cardiac spheroids (i.e., cardiac spheroids prepared from hiPSC-derived cardiomyocytes, Fig. 2C). Unlike the rat-neonatal cardiac spheroids, strong spontaneous contractions with consistent contraction frequency were found for the non-stimulated hiPSC cardiac spheroids. Notably, a significant decrease in contraction amplitude was found for electrically stimulated hiPSC-derived cardiac spheroids (i.e., hiPSC-NS and hiPSC-WS spheroids) (Fig. 4A). TUNEL staining (marker of early apoptosis) of the spheroid sections revealed significant increase in cell death at the center of hiPSC-NS and hiPSC-WS spheroids, while not in the r-NS and r-WS spheroids (Supplementary Fig. 4). Given the similar sizes of the rat-neonatal and hiPSC cardiac spheroids, the increased cell death at the center of stimulated hiPSC-derived cardiomyocytes was attributed to the increased metabolic demands of the hiPSC-derived cardiomyocytes compared to rat-neonatal cardiac cells.32-34 Accordingly, strong expression of the assembled cardiac contractile proteins (e.g., α-SA and c-TnI) can only be found on the periphery of the hiPSC-NS and hiPSC-WS spheroids (Supplementary Fig. 5A, B).
On the other hand, the addition of e-SiNWs into hiPSC cardiac spheroids without electrical stimulation (i.e., hiPSC-WC spheroids) can lead to significant improvement in contraction amplitude and synchronization. As shown in the Fig. 4A, the contraction amplitude of the hiPSC-WC spheroids averaged more than 55% higher than the hiPSC-NC spheroids from Day 1 to Day 7. The sharper peaks of fractional area change of the hiPSC-WC spheroids over the hiPSC-NC spheroids strongly indicated the enhanced contraction synchronization (Fig. 4B, C). This is further supported by calcium transient imaging of whole spheroids (Fig. 4D, E). The quantification of calcium imaging of spheroids revealed the hiPSC-WC spheroids have the increased overall amplitude (F/F0) of calcium levels and the accelerated time to peak of the calcium transient (Fig. 4F, G), which supported the enhanced synchrony during spontaneous contraction. The significant improvement in contraction amplitude and synchronization of hiPSC-WC spheroids is remarkable, considering only a trace amount of e-SiNWs (i.e., 0.004% w/v) was utilized to create e-SiNW-reinforced cardiac spheroids.
The enhanced contraction amplitude and synchronization of the hiPSC-WC spheroids resulted in improved functional maturation. As shown in the Fig. 5A-C and supplementary Fig. 5C, D, the immunofluorescence staining indicated the significant increase in expression level and assembly of both conductive and contractile proteins (e.g., Cx-43, α-SA, and cTnI) in the hiPSC-WC spheroids, which was further supported by the increased expression of conductive gene GJA1 (Cx-43) and contractile gene MYL2 (ventricle isoform of myosin light chain) (Supplementary Fig. 6). In addition, the Fig. 4D-G showed the improved peak calcium amplitude and the speed of calcium release, which suggest the improved calcium handling channels and indicates increased maturation. This is further supported by the increased ratio of gene expression of the calcium channel L-type/T-type subunits (CACNA1C/CACNA1G) (Supplementary Fig. 6). The improved calcium handling properties can be attributed to the enhanced organization of the sarcomere structures in the hiPSC-WC spheroids35.
To confirm the effects of e-SiNW-reinforced 3D cell culture on the structural and contractile maturation of hiPSC-derived cardiomyocytes, monolayer cells were obtained from hiPSC cardiac spheroids by seeding them onto gelatin-coated substrates, which was thought to minimize dramatic stress usually associated with mechanical/enzymatic spheroid dissociation processes. Sarcomere length and Z-band width were measured as they were known as effective indicators of twitch force generated by cardiomyocytes36, 37 (Fig. 6). As shown in Fig. 6A-C and G, cardiomyocytes harvested from both hiPSC-NC and hiPSC-WC spheroids showed significant improvement in Z-band width when compared to pre-spheroid hiPSC-derived cardiomyocytes. This indicates that 3D culture can provide supportive microenvironments for the maturation of hiPSC-derived cardiomyocytes. Moreover, the hiPSC-WC cardiomyocytes showed significant improvement in both sarcomere length and Z-band width when compared to the hiPSC-NC cardiomyocytes (Fig. 6F, G). These improvements were attributed to the enhanced contraction of the hiPSC-WC spheroids. Notably, the alignment of Z-band in hiPSC-WC cardiomyocytes showed remarkable resemblance with adult rat cardiomyocytes (Fig. 6C-E, H). The increased sarcomere alignment in the hiPSC-WC spheroids was attributed to the e-SiNW-induced synchronized contractions (Fig. 4B, C), which was hypothesized to provide an anisotropic mechanical environment to direct the assembly of contractile machinery of hiPSC-WC cardiomyocytes.
For the first time, we incorporated a trace amount of e-SiNWs into rat-neonatal and hiPSC cardiac spheroids to create electrically conducting microenvironments and induce synchronized and enhanced contraction, which was shown to promote structural and contractile maturation. A long-term culture (i.e., 3 weeks) was conducted to examine whether the addition of e-SiNWs into the hiPSC cardiac spheroids alone is sufficient to derive fully matured hiPSC-derived cardiomyocytes. The improvements in hiPSC-WC spheroids in contraction amplitude, expression level and assembly of contractile protein (e.g., α-SA and cTnI) seen at Day 7 were maintained through Day 21 (Supplementary Fig. 7). However, the extended culture did not result in further improvements in the maturation of hiPSC-derived cardiomyocytes. The sarcomere structure and nuclear shape in hiPSC-WC spheroids and hiPSC-NC spheroids at Day 21 resembled that of the Day 7 spheroids (Figure 5, Supplementary Fig. 5, 7). Our future research will combine additional chemical/physical stimuli (e.g., growth factors, miRNA) with e-SiNW-reinforced human cardiac spheroids to produce fully matured hiPSC-cardiomyocytes.35, 38
Recently, nanocomposite scaffolds composed of electrically conductive nanomaterials and hydrogels have been developed for cardiac tissue engineering applications24, 29-31. The research reported here is the first demonstration of using nanoscale semiconductors to promote cardiac tissue formation and cardiomyocyte maturation without involving conventional scaffolding materials (e.g., polymers and hydrogels). Also, this research is the first example to directly utilize silicon-based nanomaterials for tissue engineering applications. Our results suggest that silicon-based nanomaterials can have major impacts in tissue engineering. Notably, e-SiNW induced synchronized contraction could have major implications in cell-based cardiac therapy, considering that arrhythmia caused by unsynchronized contraction is a major concern in cardiac surgery7, 8. Our future research will also include the transplantation of e-SiNW-reinforced hiPSC cardiac spheroids into infarcted hearts to examine their electrical integration with the host myocardium.
Supplementary Material
ACKNOWLEDGMENTS
The work is supported by the National Institutes of Health (8P20 GM103444, U54 GM104941, HL 085847, R01HL095696, R01HL094545), the startup funds from Clemson University, the National Science Foundation (NSF - EPS-0903795), the NIH Cardiovascular Training Grant (T32 HL007260), and a Merit Award from the Veterans’ Affairs Health Administration BX002327 to D.R.M. This study used the services of the Morphology, Imaging, and Instrumentation Core, which is supported by NIH-NIGMS P30 GM103342 to the South Carolina COBRE for Developmentally Based Cardiovascular Diseases. We would like to thank Dr. Martin Morad for providing the rat cardiac cells, Dr. Thomas C. Trusk for his technical support in confocal imaging, and Dr. Hongjun Wang and her lab members for the support in Western blotting
Footnotes
The experimental details and supplementary figures. This material is available free of charge via the Internet at http://pubs.acs.org.
Reference
- 1.Roger VL, Go AS, Lloyd-Jones DM, Adams RJ, Berry JD, Brown TM, Carnethon MR, Dai S, de Simone G, Ford ES, Fox CS, Fullerton HJ, Gillespie C, Greenlund KJ, Hailpern SM, Heit JA, Ho PM, Howard VJ, Kissela BM, Kittner SJ, Lackland DT, Lichtman JH, Lisabeth LD, Makuc DM, Marcus GM, Marelli A, Matchar DB, McDermott MM, Meigs JB, Moy CS, Mozaffarian D, Mussolino ME, Nichol G, Paynter NP, Rosamond WD, Sorlie PD, Stafford RS, Turan TN, Turner MB, Wong ND, Wylie-Rosett J. Circulation. 2011;123(4):e18–e209. doi: 10.1161/CIR.0b013e3182009701. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Laflamme MA, Zbinden S, Epstein SE, Murry CE. Annual review of pathology. 2007;2:307–39. doi: 10.1146/annurev.pathol.2.010506.092038. [DOI] [PubMed] [Google Scholar]
- 3.Mignone JL, Kreutziger KL, Paige SL, Murry CE. Circulation journal: official journal of the Japanese Circulation Society. 2010;74(12):2517–26. doi: 10.1253/circj.cj-10-0958. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Nunes SS, Miklas JW, Liu J, Aschar-Sobbi R, Xiao Y, Zhang B, Jiang J, Masse S, Gagliardi M, Hsieh A, Thavandiran N, Laflamme MA, Nanthakumar K, Gross GJ, Backx PH, Keller G, Radisic M. Nature methods. 2013;10(8):781–7. doi: 10.1038/nmeth.2524. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Lundy SD, Zhu WZ, Regnier M, Laflamme MA. Stem cells and development. 2013 doi: 10.1089/scd.2012.0490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Lieu DK, Fu JD, Chiamvimonvat N, Tung KC, McNerney GP, Huser T, Keller G, Kong CW, Li RA. Circulation. Arrhythmia and electrophysiology. 2013;6(1):191–201. doi: 10.1161/CIRCEP.111.973420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Shiba Y, Fernandes S, Zhu WZ, Filice D, Muskheli V, Kim J, Palpant NJ, Gantz J, Moyes KW, Reinecke H, Van Biber B, Dardas T, Mignone JL, Izawa A, Hanna R, Viswanathan M, Gold JD, Kotlikoff MI, Sarvazyan N, Kay MW, Murry CE, Laflamme MA. Nature. 2012;489(7415):322–5. doi: 10.1038/nature11317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Chong JJ, Yang X, Don CW, Minami E, Liu YW, Weyers JJ, Mahoney WM, Van Biber B, Palpant NJ, Gantz JA, Fugate JA, Muskheli V, Gough GM, Vogel KW, Astley CA, Hotchkiss CE, Baldessari A, Pabon L, Reinecke H, Gill EA, Nelson V, Kiem HP, Laflamme MA, Murry CE. Nature. 2014 doi: 10.1038/nature13233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kensah G, Roa Lara A, Dahlmann J, Zweigerdt R, Schwanke K, Hegermann J, Skvorc D, Gawol A, Azizian A, Wagner S, Maier LS, Krause A, Drager G, Ochs M, Haverich A, Gruh I, Martin U. European heart journal. 2013;34(15):1134–46. doi: 10.1093/eurheartj/ehs349. [DOI] [PubMed] [Google Scholar]
- 10.Zhang D, Shadrin IY, Lam J, Xian HQ, Snodgrass HR, Bursac N. Biomaterials. 2013;34(23):5813–20. doi: 10.1016/j.biomaterials.2013.04.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Mihic A, Li J, Miyagi Y, Gagliardi M, Li SH, Zu J, Weisel RD, Keller G, Li RK. Biomaterials. 2014 doi: 10.1016/j.biomaterials.2013.12.052. [DOI] [PubMed] [Google Scholar]
- 12.Desroches BR, Zhang P, Choi BR, King ME, Maldonado AE, Li W, Rago A, Liu G, Nath N, Hartmann KM, Yang B, Koren G, Morgan JR, Mende U. American journal of physiology. Heart and circulatory physiology. 2012;302(10):H2031–42. doi: 10.1152/ajpheart.00743.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kelm JM, Ehler E, Nielsen LK, Schlatter S, Perriard JC, Fussenegger M. Tissue engineering. 2004;10(1-2):201–14. doi: 10.1089/107632704322791853. [DOI] [PubMed] [Google Scholar]
- 14.Schmidt V, Wittemann JV, Senz S, Gosele U. Adv Mater. 2009;21:2681–2702. doi: 10.1002/adma.200803754. [DOI] [PubMed] [Google Scholar]
- 15.Tian B, Lieber CM. Annual review of analytical chemistry. 2013;6:31–51. doi: 10.1146/annurev-anchem-062012-092623. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Garipcan B, Odabas S, Demirel G, Burger J, Nonnenmann SS, Coster MT, Gallo EM, Nabet B, Spanier JE, Piskin E. Adv. Eng. Mater. 2011;13:B3–B9. [Google Scholar]
- 17.Jiang K, Fan D, Belabassi Y, Akkaraju G, Montchamp JL, Coffer JL. ACS applied materials & interfaces. 2009;1(2):266–9. doi: 10.1021/am800219r. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Nagesha DK, Whitehead MA, Coffer JL. Adv Mater. 2005;17(7):921–924. [Google Scholar]
- 19.Anderson SHC, Elliott H, Wallis DJ, Canham LT, Powell JJ. phys. stat. sol (a) 2003;197(2):331–335. [Google Scholar]
- 20.Zhou W, Dai X, Fu TM, Xie C, Liu J, Lieber CM. Nano letters. 2014;14(3):1614–9. doi: 10.1021/nl500070h. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Tolli MA, Ferreira MP, Kinnunen SM, Rysa J, Makila EM, Szabo Z, Serpi RE, Ohukainen PJ, Valimaki MJ, Correia AM, Salonen JJ, Hirvonen JT, Ruskoaho HJ, Santos HA. Biomaterials. 2014;35(29):8394–405. doi: 10.1016/j.biomaterials.2014.05.078. [DOI] [PubMed] [Google Scholar]
- 22.Zheng GF, Lu W, Jin S, Lieber CM. Adv Mater. 2004;16(21):1890–1893. [Google Scholar]
- 23.Mazzoleni AP, Sisken BF, Kahler RL. Bioelectromagnetics. 1986;7(1):95–9. doi: 10.1002/bem.2250070111. [DOI] [PubMed] [Google Scholar]
- 24.Shin SR, Jung SM, Zalabany M, Kim K, Zorlutuna P, Kim SB, Nikkhah M, Khabiry M, Azize M, Kong J, Wan KT, Palacios T, Dokmeci MR, Bae H, Tang XS, Khademhosseini A. ACS nano. 2013;7(3):2369–80. doi: 10.1021/nn305559j. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Radisic M, Park H, Shing H, Consi T, Schoen FJ, Langer R, Freed LE, Vunjak-Novakovic G. Proceedings of the National Academy of Sciences of the United States of America. 2004;101(52):18129–34. doi: 10.1073/pnas.0407817101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Beauchamp P, Choby C, Desplantez T, de Peyer K, Green K, Yamada KA, Weingart R, Saffitz JE, Kleber AG. Circulation research. 2004;95(2):170–8. doi: 10.1161/01.RES.0000134923.05174.2f. [DOI] [PubMed] [Google Scholar]
- 27.Beauchamp P, Desplantez T, McCain ML, Li W, Asimaki A, Rigoli G, Parker KK, Saffitz JE, Kleber AG. Circulation research. 2012;110(11):1445–53. doi: 10.1161/CIRCRESAHA.111.259705. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.You JO, Rafat M, Ye GJ, Auguste DT. Nano letters. 2011;11(9):3643–8. doi: 10.1021/nl201514a. [DOI] [PubMed] [Google Scholar]
- 29.Dvir T, Timko BP, Brigham MD, Naik SR, Karajanagi SS, Levy O, Jin H, Parker KK, Langer R, Kohane DS. Nature nanotechnology. 2011;6(11):720–5. doi: 10.1038/nnano.2011.160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Martinelli V, Cellot G, Toma FM, Long CS, Caldwell JH, Zentilin L, Giacca M, Turco A, Prato M, Ballerini L, Mestroni L. ACS nano. 2013 doi: 10.1021/nn4002193. [DOI] [PubMed] [Google Scholar]
- 31.Zhou J, Chen J, Sun H, Qiu X, Mou Y, Liu Z, Zhao Y, Li X, Han Y, Duan C, Tang R, Wang C, Zhong W, Liu J, Luo Y, Mengqiu Xing M, Wang C. Scientific reports. 2014;4:3733. doi: 10.1038/srep03733. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Rana P, Anson B, Engle S, Will Y. Toxicological sciences: an official journal of the Society of Toxicology. 2012;130(1):117–31. doi: 10.1093/toxsci/kfs233. [DOI] [PubMed] [Google Scholar]
- 33.Casey TM, Arthur PG. Circulation. 2000;102(25):3124–9. doi: 10.1161/01.cir.102.25.3124. [DOI] [PubMed] [Google Scholar]
- 34.Radisic M, Malda J, Epping E, Geng W, Langer R, Vunjak-Novakovic G. Biotechnology and bioengineering. 2006;93(2):332–43. doi: 10.1002/bit.20722. [DOI] [PubMed] [Google Scholar]
- 35.van den Heuvel NH, van Veen TA, Lim B, Jonsson MK. Journal of molecular and cellular cardiology. 2014;67:12–25. doi: 10.1016/j.yjmcc.2013.12.011. [DOI] [PubMed] [Google Scholar]
- 36.Rodriguez AG, Han SJ, Regnier M, Sniadecki NJ. Biophysical journal. 2011;101(10):2455–64. doi: 10.1016/j.bpj.2011.09.057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Bub G, Camelliti P, Bollensdorff C, Stuckey DJ, Picton G, Burton RA, Clarke K, Kohl P. American journal of physiology. Heart and circulatory physiology. 2010;298(5):H1616–25. doi: 10.1152/ajpheart.00481.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Yang X, Pabon L, Murry CE. Circulation research. 2014;114(3):511–23. doi: 10.1161/CIRCRESAHA.114.300558. [DOI] [PMC free article] [PubMed] [Google Scholar]
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