Abstract
Implantable neural interfaces are important tools to accelerate neuroscience research and translate clinical neurotechnologies. The promise of a bidirectional communication link between the nervous system of humans and computers is compelling, yet important materials challenges must be first addressed to improve the reliability of implantable neural interfaces. This perspective highlights recent progress and challenges related to arguably two of the most common failure modes for implantable neural interfaces: (1) compromised barrier layers and packaging leading to failure of electronic components; (2) encapsulation and rejection of the implant due to injurious tissue-biomaterials interactions, which erode the quality and bandwidth of signals across the biology-technology interface. Innovative materials and device design concepts could address these failure modes to improve device performance and broaden the translational prospects of neural interfaces. A brief overview of contemporary neural interfaces is presented and followed by recent progress in chemistry, materials, and fabrication techniques to improve in vivo reliability, including novel barrier materials and harmonizing the various incongruences of the tissue-device interface. Challenges and opportunities related to the clinical translation of neural interfaces are also discussed.
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References
P.J. Rousche, R.A. Normann, J. Neurosci. Methods 82, 1 (1998).
M. Kollo, R. Racz, M. Hanna, A. Obaid, M.R. Angle, W. Wray, Y. Kong, A. Hierlemann, J. Müller, N.A. Melosh, A.T. Schaefer, bioRxiv 570069 (2019), https://doi.org/10.1101/570069.
J.J. Jun, N.A. Steinmetz, J.H. Siegle, D.J. Denman, M. Bauza, B. Barbarits, A.K. Lee, C.A. Anastassiou, A. Andrei, Ç. Aydin, M. Barbic, T.J. Blanche, V. Bonin, J. Couto, B. Dutta, S.L. Gratiy, D.A. Gutnisky, M. Häusser, B. Karsh, P. Ledochowitsch, C.M. Lopez, C. Mitelut, S. Musa, M. Okun, M. Pachitariu, J. Putzeys, P.D. Rich, C. Rossant, W. Sun, K. Svoboda, M. Carandini, K.D. Harris, C. Koch, J. O’Keefe, T.D. Harris, Nature 551, 232 (2017).
A.L. Juavinett, G. Bekheet, A.K. Churchland, eLife 8, e47188 (2019).
J. Putzeys, B.C. Raducanu, A. Carton, J. De Ceulaer, B. Karsh, J.H. Siegle, N. Van Helleputte, T.D. Harris, B. Dutta, S. Musa, C.M. Lopez, IEEE Trans. Biomed. Circuits Syst. 13, 1 (2019).
A. Golabchi, B. Wu, B. Cao, C.J. Bettinger, X.T. Cui, Biomaterials 225, 119519 (2019).
V.S. Polikov, P.A. Tresco, W.M. Reichert, J. Neurosci, Methods 148, 1 (2005).
R. Biran, D.C. Martin, P.A. Tresco, Exp. Neurol. 195, 115 (2005).
N.F. Nolta, M.B. Christensen, P.D. Crane, J.L. Skousen, P.A. Tresco, Biomaterials 53, 753 (2015).
P.R. Patel, K. Na, H. Zhang, T.D.Y. Kozai, N.A. Kotov, E. Yoon, C.A. Chestek, J. Neural Eng. 12, 046009 (2015).
K. Lee, A. Singh, J. He, S. Massia, B. Kim, G. Raupp, Sens. Actuators B 102, 67 (2004).
A. Mercanzini, K. Cheung, D.L. Buhl, M. Boers, A. Maillard, P. Colin, J.-C. Bensadoun, A. Bertsch, P. Renaud, Sens. Actuators A 143, 90 (2008).
V. Castagnola, E. Descamps, A. Lecestre, L. Dahan, J. Remaud, L.G. Nowak, C. Bergaud, Biosens. Bioelectron. 67, 450 (2015).
S.A. Hara, B.J. Kim, J.T.W. Kuo, C.D. Lee, E. Meng, V. Pikov, J. Neural Eng. 13, 066020 (2016).
Z.J. Du, C.L. Kolarcik, T.D.Y. Kozai, S.D. Luebben, S.A. Sapp, X.S. Zheng, J.A. Nabity, X.T. Cui, Acta Biomater. 53, 46 (2017).
H. Xu, A.W. Hirschberg, K. Scholten, T.W. Berger, D. Song, E. Meng, J. Neural Eng. 15, 016017 (2018).
E. Smalley, Nat. Biotechnol. 37, 978 (2019).
E. Musk Neuralink, bioRxiv 703801 (2019), https://doi.org/10.1101/703801.
S. Miocinovic, S. Somayajula, S. Chitnis, J.L. Vitek, JAMA Neurol. 70, 163 (2013).
S.M. Wellman, J.R. Eles, K.A. Ludwig, J.P. Seymour, N.J. Michelson, W.E. McFadden, A.L. Vazquez, T.D.Y. Kozai, Adv. Funct. Mater. 28, 1701269 (2018).
L. Wang, C. Ruan, M. Li, J. Zou, H. Tao, J. Peng, M. Xu, J. Mater. Chem. C 5, 4017 (2017).
L. Yin, A.B. Farimani, K. Min, N. Vishal, J. Lam, Y.K. Lee, N.R. Aluru, J.A. Rogers, Adv. Mater. (2015), https://doi.org/10.1002/adma.201404579
H. Fang, J. Zhao, K.J. Yu, E. Song, A.B. Farimani, C.-H. Chiang, X. Jin, Y. Xue, D. Xu, W. Du, K.J. Seo, Y. Zhong, Z. Yang, S.M. Won, G. Fang, S.W. Choi, S. Chaudhuri, Y. Huang, M.A. Alam, J. Viventi, N.R. Aluru, J.A. Rogers, Proc. Natl. Acad. Sci. U.S.A. 113, 11682 (2016).
E. Song, H. Fang, X. Jin, J. Zhao, C. Jiang, K.J. Yu, Y. Zhong, D. Xu, J. Li, G. Fang, H. Du, J. Zhang, J.M. Park, Y. Huang, M.A. Alam, Y. Mei, J.A. Rogers, Adv. Electron. Mater. 3, 1700077 (2017).
S.F. Cogan, D.J. Edell, A.A. Guzelian, Y.P. Liu, R. Edell, J. Biomed. Mater. Res. A 67A, 856 (2003).
C.A. Diaz-Botia, L.E. Luna, M. Chamanzar, C. Carraro, P.N. Sabes, R. Maboudian, M.M. Maharbiz, 8th Int. IEEE/EMBS Conf. Neural Engr. (NER) (2017), pp. 170–173.
B.H. Lee, L. Kang, W.-J. Qi, R. Nieh, Y. Jeon, K. Onishi, J.C. Lee, IEDM 1999, Tech. Dig. (Cat.N0.99CH36318) (1999), pp. 133–136.
E. Song, Y.K. Lee, R. Li, J. Li, X. Jin, K.J. Yu, Z. Xie, H. Fang, Y. Zhong, H. Du, J. Zhang, G. Fang, Y. Kim, Y. Yoon, M.A. Alam, Y. Mei, Y. Huang, J.A. Rogers, Adv. Funct. Mater. 28, 1702284 (2018).
C.-H. Chiang, S.M. Won, A.L. Orsborn, K.J. Yu, M. Trumpis, B. Bent, C. Wang, Y. Xue, S. Min, V. Woods, C. Yu, B.H. Kim, S.B. Kim, R. Huq, J. Li, K.J. Seo, F. Vitale, A. Richardson, H. Fang, Y. Huang, K. Shepard, B. Pesaran, J.A. Rogers, J. Viventi, Sci. Transl. Med. 12, eaay4682 (2020).
R.K. Roy, K.-R. Lee, J. Biomed. Mater. Res. B 83B, 72 (2007).
K. Ganesan, D.J. Garrett, A. Ahnood, M.N. Shivdasani, W. Tong, A.M. Turnley, K. Fox, H. Meffin, S. Prawer, Biomaterials 35, 908 (2014).
M. Alcaide, A. Taylor, M. Fjorback, V. Zachar, C.P. Pennisi, Front. Neurosci. 10 (2016), https://doi.org/10.3389/fnins.2016.00087.
J.-M. Hsu, L. Rieth, R.A. Normann, P. Tathireddy, F. Solzbacher, IEEE Trans. Biomed. Eng. 56, 23 (2009).
H. Huang, Y. Xu, H.Y. Low, Polymer 46, 5949 (2005).
H. Noh, Kyoung-sik Moon, A. Cannon, P.J. Hesketh, C.P. Wong, Proc. 54th Electron. Comp. Technol. Conf. (IEEE Cat. N0.04CH37546) (Las Vegas, NV, 2004), pp. 924–930.
C. Hassler, R.P. von Metzen, P. Ruther, T. Stieglitz, J. Biomed. Mater. Res. B 93B, 266 (2010).
Y.-Y. Chen, H.-Y. Lai, S.-H. Lin, C.-W. Cho, W.-H. Chao, C.-H. Liao, S. Tsang, Y.-F. Chen, S.-Y. Lin, J. Neurosci. Methods 182, 6 (2009).
S. Takeuchi, T. Suzuki, K. Mabuchi, H. Fujita, J. Micromech. Microeng. 14, 104 (2003).
T. Stieglitz, H. Beutel, M. Schuettler, J.-U. Meyer, Biomed. Microdevices 2, 283 (2000).
R.J.J. van Daal, J.-J. Sun, F. Ceyssens, F. Michon, M. Kraft, R. Puers, F. Kloosterman, J. Neural Eng. 17, 016046 (2020).
H. Noh, K. Moon, A. Cannon, P.J. Hesketh, C.P. Wong, J. Micromech. Microeng. 14, 625 (2004).
J. Huang, R.J. Cranford, T. Matsuura, C. Roy, J. Appl. Polym. Sci. 87, 2306 (2003).
I.R. Minev, P. Musienko, A. Hirsch, Q. Barraud, N. Wenger, E.M. Moraud, J. Gandar, M. Capogrosso, T. Milekovic, L. Asboth, R.F. Torres, N. Vachicouras, Q. Liu, N. Pavlova, S. Duis, A. Larmagnac, J. Vörös, S. Micera, Z. Suo, G. Courtine, S.P. Lacour, Science 347, 159 (2015).
C. Vocke, U. Anttila, J. Seppälä, J. Appl. Polym. Sci. 72, 1443 (1999).
K.L. Yam, The Wiley Encyclopedia of Packaging Technology (Wiley, New York, 2010).
C.L. Kolarcik, S.D. Luebben, S.A. Sapp, J. Hanner, N. Snyder, T.D.Y. Kozai, E. Chang, J.A. Nabity, S.T. Nabity, C.F. Lagenaur, X.T. Cui, Soft Matter 11, 4847 (2015).
J. Granstrom, J.S. Swensen, J.S. Moon, G. Rowell, J. Yuen, A.J. Heeger, Appl. Phys. Lett. 93, 193304 (2008).
H. Wu, S. Kustra, E.M. Gates, C.J. Bettinger, Org. Electron. 14, 1636 (2013).
P. Le Floch, S. Meixuanzi, J. Tang, J. Liu, Z. Suo, ACS Appl. Mater. Interfaces 10, 27333 (2018).
T.D.Y. Kozai, A.L. Vazquez, J. Mater. Chem. B 3, 4965 (2015).
T.D.Y. Kozai, A.S. Jaquins-Gerstl, A.L. Vazquez, A.C. Michael, X.T. Cui, ACS Chem. Neurosci. 6, 48 (2015).
J.W. Salatino, K.A. Ludwig, T.D.Y. Kozai, E.K. Purcell, Nat. Biomed. Eng. 1, 862 (2017).
R. Biran, D.C. Martin, P.A. Tresco, Exp. Neurol. 195, 115 (2005).
N.J. Michelson, A.L. Vazquez, J.R. Eles, J.W. Salatino, E.K. Purcell, J.J. Williams, X.T. Cui, T.D.Y. Kozai, J. Neural Eng. 15, 033001 (2018).
S.M. Wellman, T.D.Y. Kozai, Biomaterials 164, 121 (2018).
T.D.Y. Kozai, T.C. Marzullo, F. Hooi, N.B. Langhals, A.K. Majewska, E.B. Brown, D.R. Kipke, J. Neural Eng. 7, 046011 (2010).
D. McCreery, S. Cogan, S. Kane, V. Pikov, J. Neural Eng. 13, 036012 (2016).
T.D.Y. Kozai, X. Li, L.M. Bodily, E.M. Caparosa, G.A. Zenonos, D.L. Carlisle, R.M. Friedlander, X.T. Cui, Biomaterials 35, 9620 (2014).
S.M. Wellman, L. Li, Y. Yaxiaer, I. McNamara, T.D.Y. Kozai, Front. Neurosci. 13 (2019), https://doi.org/10.3389/fnins.2019.00493.
D.R. Merrill, M. Bikson, J.G.R. Jefferys, J. Neurosci. Methods 141, 171 (2005).
R. Romo, A. Hernández, A. Zainos, E. Salinas, Nature 392, 387 (1998).
A. Gittis, Science 361, 462 (2018).
M. Armenta Salas, L. Bashford, S. Kellis, M. Jafari, H. Jo, D. Kramer, K. Shanfield, K. Pejsa, B. Lee, C.Y. Liu, R.A. Andersen, eLife 7, e32904 (2018).
T. Callier, N.W. Brantly, A. Caravelli, S.J. Bensmaia, Proc. Natl. Acad. Sci. U.S.A. 117, 1191 (2020).
J.R. Eles, T.D.Y. Kozai, Biomaterials 234, 119767 (2020).
J.R. Eles, A.L. Vazquez, T.D.Y. Kozai, X.T. Cui, Biomaterials 174, 79 (2018).
H. Damasio, T. Grabowski, R. Frank, A.M. Galaburda, A.R. Damasio, Science 264, 1102 (1994).
K.C. Stocking, A.L. Vazquez, T.D.Y. Kozai, IEEE Trans. Biomed. Eng. 66, 2402 (2019).
J.R. Eles, A.L. Vazquez, N.R. Snyder, C. Lagenaur, M.C. Murphy, T.D.Y. Kozai, X.T. Cui, Biomaterials 113, 279 (2017).
M. Ferguson, D. Sharma, D. Ross, F. Zhao, Adv. Healthc. Mater. 8, 1900558 (2019).
M. Ecker, A. Joshi-Imre, R. Modi, C.L. Frewin, A. Garcia-Sandoval, J. Maeng, G. Gutierrez-Heredia, J.J. Pancrazio, W.E. Voit, Multifunct. Mater. 2, 012001 (2018).
A.M. Stiller, J. Usoro, C.L. Frewin, V.R. Danda, M. Ecker, A. Joshi-Imre, K.C. Musselman, W. Voit, R. Modi, J.J. Pancrazio, B.J. Black, Micromachines 9, 500 (2018).
A.J. Shoffstall, M. Ecker, V. Danda, A. Joshi-Imre, A. Stiller, M. Yu, J.E. Paiz, E. Mancuso, H.W. Bedell, W.E. Voit, J.J. Pancrazio, J.R. Capadona, Micromachines 9, 486 (2018).
D.-H. Do, M. Ecker, W.E. Voit, ACS Omega 2, 4604 (2017).
T. Ware, D. Simon, C. Liu, T. Musa, S. Vasudevan, A. Sloan, E.W. Keefer, R.L. Rennaker, W. Voit, J. Biomed. Mater. Res. B 102, 1 (2014).
D.M. Simon, H. Charkhkar, C.S. John, S. Rajendran, T. Kang, R. Reit, D. Arreaga-Salas, D.G. McHail, G.L. Knaack, A. Sloan, D. Grasse, T.C. Dumas, R.L. Rennaker, J.J. Pancrazio, W.E. Voit, J. Biomed. Mater. Res. A 105, 159 (2017).
S.M. Hosseini, W.E. Voit, M. Ecker, J. Vis. Exp. e59209 (2019), https://doi. org/10.3791/59209.
S.M. Hosseini, R. Rihani, B. Batchelor, A.M. Stiller, J.J. Pancrazio, W.E. Voit, M. Ecker, Front. Mater. 5 (2018), https://doi.org/10.3389/fmats.2018.00066.
H.C. Lee, F. Ejserholm, J. Gaire, S. Currlin, J. Schouenborg, L. Wallman, M. Bengtsson, K. Park, K.J. Otto, J. Neural Eng. 14, 036026 (2017).
J. Bettinger, Z. Bao, Adv. Mater. 22, 651 (2010).
C.J. Bettinger, Z. Bao, Polym. Int. 59, 563 (2010).
C.J. Bettinger, J.P. Bruggeman, J.T. Borenstein, R.S. Langer, Biomaterials 29, 2315 (2008).
J.P. Bruggeman, B.-J. de Bruin, C.J. Bettinger, R. Langer, Biomaterials 29, 4726 (2008).
C.J. Bettinger, Macromol. Biosci. 11, 467 (2011).
C.J. Bettinger, J.P. Bruggeman, J.T. Borenstein, R. Langer, J. Biomed. Mater. Res. A 91A, 1077 (2009).
J.P. Bruggeman, C.J. Bettinger, R. Langer, J. Biomed. Mater. Res. A 95A, 92 (2010).
C. Ninh, C.J. Bettinger, Biomacromolecules 14, 2162 (2013).
G.C. Engelmayr, M. Cheng, C.J. Bettinger, J.T. Borenstein, R. Langer, L.E. Freed, Nat. Mater. 7, 1003 (2008).
C.L.E. Nijst, J.P. Bruggeman, J.M. Karp, L. Ferreira, A. Zumbuehl, C.J. Bettinger, R. Langer, Biomacromolecules 8, 3067 (2007).
C.J. Bettinger, B. Orrick, A. Misra, R. Langer, J.T. Borenstein, Biomaterials 27, 2558 (2006).
C.J. Bettinger, K.M. Kulig, J.P. Vacanti, R. Langer, J.T. Borenstein, Tissue Eng. A 15, 1321 (2008).
C. Zhu, S.R. Kustra, C.J. Bettinger, Acta Biomater. 9, 7362 (2013).
W.-C. Huang, F. Ali, J. Zhao, K. Rhee, C. Mou, C.J. Bettinger, Biomacromolecules 18, 1162 (2017).
C. Mou, F. Ali, A. Malaviya, C.J. Bettinger, J. Mater. Chem. B 7, 1690 (2019).
H. Wu, V. Sariola, C. Zhu, J. Zhao, M. Sitti, C.J. Bettinger, Adv. Mater. 27, 3398 (2015).
W.-C. Huang, X.C. Ong, I.S. Kwon, C. Gopinath, L.E. Fisher, H. Wu, G.K. Fedder, R.A. Gaunt, C.J. Bettinger, Adv. Funct. Mater. 28, 1801059 (2018).
X.C. Ong, W. Huang, I.S. Kwon, C. Gopinath, H. Wu, L.E. Fisher, R.A. Gaunt, C.J. Bettinger, G.K. Fedder, presented at the 31st International Conference on Micro Electro Mechanical Systems (MEMS), Belfast, Ireland, 2018, pp. 376–379.
M.R. Angle, Y. Kong, “Neural-Interface Probe and Methods of Packaging the Same,” US Patent 10327655B2, (2019).
A. Obaid, M.-E. Hanna, Y.-W. Wu, M. Kollo, R. Racz, M.R. Angle, J. Müller, N. Brackbill, W. Wray, F. Franke, E.J. Chichilnisky, A. Hierlemann, J.B. Ding, A.T. Schaefer, N.A. Melosh, Sci. Adv. 6, eaay2789 (2020).
T.D.Y. Kozai, N.B. Langhals, P.R. Patel, X. Deng, H. Zhang, K.L. Smith, J. Lahann, N.A. Kotov, D.R. Kipke, Nat. Mater. 11, 1065 (2012).
E. Musk, J. Med. Internet Res. 21 (2019), https://doi.org/10.2196/16194.
J. Driller, S.K. Hilal, W.J. Michelsen, B. Sollish, B. Katz, W. Konig, Med. Res. Eng. 8, 11 (1969).
T.J. Oxley, N.L. Opie, S.E. John, G.S. Rind, S.M. Ronayne, T.L. Wheeler, J.W. Judy, A.J. McDonald, A. Dornom, T.J.H. Lovell, C. Steward, D.J. Garrett, B.A. Moffat, E.H. Lui, N. Yassi, B.C.V. Campbell, Y.T. Wong, K.E. Fox, E.S. Nurse, I.E. Bennett, S.H. Bauquier, K.A. Liyanage, N.R. van der Nagel, P. Perucca, A. Ahnood, K.P. Gill, B. Yan, L. Churilov, C.R. French, P.M. Desmond, M.K. Horne, L. Kiers, S. Prawer, S.M. Davis, A.N. Burkitt, P.J. Mitchell, D.B. Grayden, C.N. May, T.J. O’Brien, Nat. Biotechnol. 34, 320 (2016).
N.L. Opie, N.R. van der Nagel, S.E. John, K. Vessey, G.S. Rind, S.M. Ronayne, E.L. Fletcher, C.N. May, T.J. O’Brien, T.J. Oxley, IEEE Trans. Biomed. Eng. 64, 928 (2017).
T. DiMilia, “Synchron Achieves First Successful Human Implantation of Brain Computer Interface,” Synchron (2019), https://www.synchronmed.com/media/2019/09/synchron-achieves-first-successful-human-implantation-of-brain-computer-interface (accessed April 9, 2020).
R.D. Hof, “Lessons from Sematech,” MIT Technology Review (2011), https://www.technologyreview.com/2011/07/25/192832/lessons-fromsematech (accessed April 9, 2020).
D. Khodagholy, J.N. Gelinas, T. Thesen, W. Doyle, O. Devinsky, G.G. Malliaras, G. Buzsáki, Nat. Neurosci. 18, 310 (2015).
D.C. Martin, G.G. Malliaras, ChemElectroChem 3, 686 (2016).
D. Khodagholy, T. Doublet, M. Gurfinkel, P. Quilichini, E. Ismailova, P. Leleux, T. Herve, S. Sanaur, C. Bernard, G.G. Malliaras, Adv. Mater. 23, H268 (2011).
D. Khodagholy, J.N. Gelinas, Z. Zhao, M. Yeh, M. Long, J.D. Greenlee, W. Doyle, O. Devinsky, G. Buzsáki, Sci. Adv. 2, e1601027 (2016).
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This article is based on the Materials Research Society/Kavli Future of Materials workshop: Brain-Machine Interfaces: Materials to Clinical Translation, presented at the 2019 MRS Spring Meeting in Phoenix, Ariz.
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Bettinger, C.J., Ecker, M., Kozai, T.D.Y. et al. Recent advances in neural interfaces—Materials chemistry to clinical translation. MRS Bulletin 45, 655–668 (2020). https://doi.org/10.1557/mrs.2020.195
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DOI: https://doi.org/10.1557/mrs.2020.195