Abstract
Analyzing the complex structures and functions of brain is the key issue to understanding the physiological and pathological processes. Although neuronal morphology and local distribution of neurons/blood vessels in the brain have been known, the subcellular structures of cells remain challenging, especially in the live brain. In addition, the complicated brain functions involve numerous functional molecules, but the concentrations, distributions and interactions of these molecules in the brain are still poorly understood. In this review, frontier techniques available for multiscale structure imaging from organelles to the whole brain are first overviewed, including magnetic resonance imaging (MRI), computed tomography (CT), positron emission tomography (PET), serial-section electron microscopy (ssEM), light microscopy (LM) and synchrotron-based X-ray microscopy (XRM). Specially, XRM for three-dimensional (3D) imaging of large-scale brain tissue with high resolution and fast imaging speed is highlighted. Additionally, the development of elegant methods for acquisition of brain functions from electrical/chemical signals in the brain is outlined. In particular, the new electrophysiology technologies for neural recordings at the single-neuron level and in the brain are also summarized. We also focus on the construction of electrochemical probes based on dual-recognition strategy and surface/interface chemistry for determination of chemical species in the brain with high selectivity and long-term stability, as well as electrochemophysiological microarray for simultaneously recording of electrochemical and electrophysiological signals in the brain. Moreover, the recent development of brain MRI probes with high contrast-to-noise ratio (CNR) and sensitivity based on hyperpolarized techniques and multi-nuclear chemistry is introduced. Furthermore, multiple optical probes and instruments, especially the optophysiological Raman probes and fiber Raman photometry, for imaging and biosensing in live brain are emphasized. Finally, a brief perspective on existing challenges and further research development is provided.

Keywords: brain structure, brain function, brain chemistry, chemical signal, biosensing and bioimaging
Acknowledgements
This work was supported by the National Natural Science Foundation of China (22004037 for Liu Z; 22022410 and 82050005 for Zhu Y; 22022402 and 21974051 for Zhang L; 21635003 and 21811540027 for Tian Y; 22125701 and 21834007 for Liu K; 22020102003 for Zhang H; 91859206 and 21921004 for Zhou X), the Innovation Program of Shanghai Municipal Education Commission (201701070005E00020 for Tian Y), the Research Funds of Happiness Flower ECNU (2020JK2103 for Tian Y), the Shanghai Municipal Science and Technology Commission (19JC1410300 for Fan C), the Youth Innovation Promotion Association of CAS (2016236 for Zhu Y), and the National Key Research and Development Project of China (2018YFA0704000 for Zhou X).
Conflict of interest The authors declare no conflict of interest.
Footnotes
These authors contributed equally to this work.
Contributor Information
Xin Zhou, Email: xinzhou@wipm.ac.cn.
Hongjie Zhang, Email: hjzhang2019@mail.tsinghua.edu.cn.
Maili Liu, Email: ml.liu@wipm.ac.cn.
Chunhai Fan, Email: fanchunhai@sjtu.edu.cn.
Yang Tian, Email: ytian@chem.ecnu.edu.cn.
References
- 1.Wang Y, Tan H, Hui X. Biomed Res Int. 2018;2018:7848901. doi: 10.1155/2018/7848901. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Uddin MJ, Zidorn C. Nat Prod Bioprosp. 2020;10:377–410. doi: 10.1007/s13659-020-00269-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Cabrera DeBuc D, Somfai GM, Arthur E, Kostic M, Oropesa S, Mendoza Santiesteban C. Front Physiol. 2018;9:1721. doi: 10.3389/fphys.2018.01721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Shipp S. Curr Biol. 2007;17:R443–R449. doi: 10.1016/j.cub.2007.03.044. [DOI] [PubMed] [Google Scholar]
- 5.Wang Q, Ding SL, Li Y, Royall J, Feng D, Lesnar P, Graddis N, Naeemi M, Facer B, Ho A, Dolbeare T, Blanchard B, Dee N, Wakeman W, Hirokawa KE, Szafer A, Sunkin SM, Oh SW, Bernard A, Phillips JW, Hawrylycz M, Koch C, Zeng H, Harris JA, Ng L. Cell. 2020;181:936–953. doi: 10.1016/j.cell.2020.04.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Carlén M. Science. 2017;358:478–482. doi: 10.1126/science.aan8868. [DOI] [PubMed] [Google Scholar]
- 7.Rasman BG, Forbes PA, Peters RM, Ortiz O, Franks I, Inglis JT, Chua R, Blouin JS. eLife. 2021;10:e65085. doi: 10.7554/eLife.65085. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Chang RB, Strochlic DE, Williams EK, Umans BD, Liberles SD. Cell. 2015;161:622–633. doi: 10.1016/j.cell.2015.03.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Denoth-Lippuner A, Jessberger S. Nat Rev Neurosci. 2021;22:223–236. doi: 10.1038/s41583-021-00433-z. [DOI] [PubMed] [Google Scholar]
- 10.Hudetz AG, Humphries CJ, Binder JR. Front Syst Neurosci. 2014;8:234. doi: 10.3389/fnsys.2014.00234. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Rings T, Mazarei M, Akhshi A, Geier C, Tabar MRR, Lehnertz K. Sci Rep. 2019;9:1744. doi: 10.1038/s41598-018-38372-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Osmanlıoğlu Y, Tunç B, Parker D, Elliott MA, Baum GL, Ciric R, Satterthwaite TD, Gur RE, Gur RC, Verma R. NeuroImage. 2019;199:93–104. doi: 10.1016/j.neuroimage.2019.05.064. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Fu Z, Sui J, Turner JA, Du Y, Assaf M, Pearlson GD, Calhoun VD. Hum Brain Mapp. 2021;42:80–94. doi: 10.1002/hbm.25205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Zhao L, Wang E, Zhang X, Karama S, Khundrakpam B, Zhang H, Guan M, Wang M, Cheng J, Shi D, Evans AC, Li Y. Biomed Res Int. 2015;2015:1–23. doi: 10.1155/2015/817595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Tang Q, Li J, Zhu Y, Wang L, Tian Y, Fan C, Hu J. Chem J Chinese U. 2022;43:20220379. [Google Scholar]
- 16.Konkel L. Environ Health Perspect. 2018;126:112001. doi: 10.1289/EHP2268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Pugh JR, Raman IM. Trends Neuroscis. 2009;32:170–177. doi: 10.1016/j.tins.2008.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.van Veenendaal TM, Backes WH, Tse DHY, Scheenen TWJ, Klomp DW, Hofman PAM, Rouhl RPW, Vlooswijk MCG, Aldenkamp AP, Jansen JFA. NeuroImage-Clin. 2018;19:47–55. doi: 10.1016/j.nicl.2018.04.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Onakomaiya MM, Porter DM, Oberlander JG, Henderson LP. Hormones Behav. 2014;66:283–297. doi: 10.1016/j.yhbeh.2014.04.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Petushkova AI, Zamyatnin AA., Jr. Biomolecules. 2020;10:650. doi: 10.3390/biom10040650. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Wang H, Jordan VC, Ramsay IA, Sojoodi M, Fuchs BC, Tanabe KK, Caravan P, Gale EM. J Am Chem Soc. 2019;141:5916–5925. doi: 10.1021/jacs.9b00603. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Kavalali ET. Nat Rev Neurosci. 2015;16:5–16. doi: 10.1038/nrn3875. [DOI] [PubMed] [Google Scholar]
- 23.Reiner A, Levitz J. Neuron. 2018;98:1080–1098. doi: 10.1016/j.neuron.2018.05.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Grace AA. Nat Rev Neurosci. 2016;17:524–532. doi: 10.1038/nrn.2016.57. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Mumtaz F, Khan MI, Zubair M, Dehpour AR. Biomed Pharmacother. 2018;105:1205–1222. doi: 10.1016/j.biopha.2018.05.086. [DOI] [PubMed] [Google Scholar]
- 26.Barnham KJ, Bush AI. Curr Opin Chem Biol. 2008;12:222–228. doi: 10.1016/j.cbpa.2008.02.019. [DOI] [PubMed] [Google Scholar]
- 27.Zhang X, Liang M, Qin W, Wan B, Yu C, Ming D. Front Hum Neurosci. 2020;14:244. doi: 10.3389/fnhum.2020.00244. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Tereshchenko S, Kasparov E. Behaval Sci. 2019;9:62. doi: 10.3390/bs9060062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Shahbazi A, Kinnison J, Vescovi R, Du M, Hill R, Joesch M, Takeno M, Zeng H, da Costa NM, Grutzendler J, Kasthuri N, Scheirer WJ. Sci Rep. 2018;8:14247. doi: 10.1038/s41598-018-32628-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lee TJ, Lewallen CF, Bumbarger DJ, Yunker PJ, Reid RC, Forest CR. J Colloid Interface Sci. 2018;531:352–359. doi: 10.1016/j.jcis.2018.07.068. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bourne JN, Harris KM. Curr Opin Neurobiol. 2012;22:372–382. doi: 10.1016/j.conb.2011.10.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Chen Y, Akin O, Nern A, Tsui CYK, Pecot MY, Zipursky SL. Neuron. 2014;81:280–293. doi: 10.1016/j.neuron.2013.12.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Beyene AG, Yang SJ, Landry MP. J Vacuum Sci Tech A. 2019;37:040802. doi: 10.1116/1.5051047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Tsai D, Yuste R, Shepard KL. IEEE Trans Biomed Circuits Syst. 2018;12:13–23. doi: 10.1109/TBCAS.2017.2750484. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Wang B, Wen X, Cao Y, Huang S, Lam HA, Liu T, Chung PS, Monbouquette HG, Chiou PY, Maidment NT. Lab Chip. 2020;20:1390–1397. doi: 10.1039/D0LC00021C. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Steinmetz NA, Koch C, Harris KD, Carandini M. Curr Opin Neurobiol. 2018;50:92–100. doi: 10.1016/j.conb.2018.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Eftekhari M, Assadi M, Kazemi M, Saghari M, Esfahani AF, Sichani BF, Gholamrezanezhad A, Beiki D. BMC Med Phys. 2005;5:6. doi: 10.1186/1471-2385-5-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Mullins RJ, Diehl TC, Chia CW, Kapogiannis D. Front Aging Neurosci. 2017;9:118. doi: 10.3389/fnagi.2017.00118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Joshi VS, Sheet PS, Cullin N, Kreth J, Koley D. Anal Chem. 2017;89:11044–11052. doi: 10.1021/acs.analchem.7b03050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Wang R, Zhang H, Liu Q, Liu F, Han X, Liu X, Li K, Xiao G, Albert J, Lu X, Guo T. Nat Commun. 2022;13:547. doi: 10.1038/s41467-022-28267-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Liu YL, Wang XY, Xu JQ, Xiao C, Liu YH, Zhang XW, Liu JT, Huang WH. Chem Sci. 2015;6:1853–1858. doi: 10.1039/C4SC03123G. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Dai Y, Liu Z, Bai Y, Chen Z, Qin J, Feng F. RSC Adv. 2018;8:42246–42252. doi: 10.1039/C8RA09298B. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Mamede AP, Santos IP, Batista de Carvalho ALM, Figueiredo P, Silva MC, Tavares MV, Marques MPM, Batista de Carvalho LAE. Cancers. 2021;13:5336. doi: 10.3390/cancers13215336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Jeong S, Widengren J, Lee JC. Nanomaterials. 2022;12:21. doi: 10.3390/nano12010021. [DOI] [Google Scholar]
- 45.Braunschweig AB, Schmucker AL, Wei WD, Mirkin CA. Chem Phys Lett. 2010;486:89–98. doi: 10.1016/j.cplett.2010.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Jia HR, Zhu YX, Xu KF, Pan GY, Liu X, Qiao Y, Wu FG. Chem Sci. 2019;10:4062–4068. doi: 10.1039/C8SC04884C. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Chen Y, Li X. Biomacromolecules. 2011;12:4367–4372. doi: 10.1021/bm201350d. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Ahrens MB, Orger MB, Robson DN, Li JM, Keller PJ. Nat Methods. 2013;10:413–420. doi: 10.1038/nmeth.2434. [DOI] [PubMed] [Google Scholar]
- 49.Mahou P, Vermot J, Beaurepaire E, Supatto W. Nat Methods. 2014;11:600–601. doi: 10.1038/nmeth.2963. [DOI] [PubMed] [Google Scholar]
- 50.Streich L, Boffi JC, Wang L, Alhalaseh K, Barbieri M, Rehm R, Deivasigamani S, Gross CT, Agarwal A, Prevedel R. Nat Methods. 2021;18:1253–1258. doi: 10.1038/s41592-021-01257-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Liu J, Liu Z, Wang W, Tian Y. Angew Chem Int Ed. 2021;60:21351–21359. doi: 10.1002/anie.202106193. [DOI] [PubMed] [Google Scholar]
- 52.Wang W, Zhao F, Li M, Zhang C, Shao Y, Tian Y. Angew Chem Int Ed. 2019;58:5256–5260. doi: 10.1002/anie.201814286. [DOI] [PubMed] [Google Scholar]
- 53.Liu Z, Zhang Z, Liu Y, Mei Y, Feng E, Liu Y, Zheng T, Chen J, Zhang S, Tian Y. Angew Chem Int Ed. 2022;61:e2111630. doi: 10.1002/anie.202111630. [DOI] [PubMed] [Google Scholar]
- 54.Zhu Y, Zhang J, Li A, Zhang Y, Fan C. Curr Opin Chem Biol. 2017;39:11–16. doi: 10.1016/j.cbpa.2017.04.016. [DOI] [PubMed] [Google Scholar]
- 55.Zhu Y, Earnest T, Huang Q, Cai X, Wang Z, Wu Z, Fan C. Adv Mater. 2014;26:7889–7895. doi: 10.1002/adma.201304281. [DOI] [PubMed] [Google Scholar]
- 56.Fan C, Zhao Z. Synchrotron Radiation in Materials Science: Light Sources, Techniques, and Applications. Weinheim: John Wiley & Sons; 2018. [Google Scholar]
- 57.Qiang Y, Artoni P, Seo KJ, Culaclii S, Hogan V, Zhao X, Zhong Y, Han X, Wang PM, Lo YK, Li Y, Patel HA, Huang Y, Sambangi A, Chu JSV, Liu W, Fagiolini M, Fang H. Sci Adv. 2018;4:eaat0626. doi: 10.1126/sciadv.aat0626. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Lin ZC, Xie C, Osakada Y, Cui Y, Cui B. Nat Commun. 2014;5:3206. doi: 10.1038/ncomms4206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Zhang L, Tian Y. Acc Chem Res. 2018;51:688–696. doi: 10.1021/acs.accounts.7b00543. [DOI] [PubMed] [Google Scholar]
- 60.Liu Z, Tian Y. Sci China Chem. 2021;64:915–931. doi: 10.1007/s11426-020-9961-3. [DOI] [Google Scholar]
- 61.Abbott J, Ye T, Krenek K, Gertner RS, Ban S, Kim Y, Qin L, Wu W, Park H, Ham D. Nat Biomed Eng. 2020;4:232–241. doi: 10.1038/s41551-019-0455-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Zhao Y, You SS, Zhang A, Lee JH, Huang J, Lieber CM. Nat Nanotechnol. 2019;14:783–790. doi: 10.1038/s41565-019-0478-y. [DOI] [PubMed] [Google Scholar]
- 63.Chai X, Zhou X, Zhu A, Zhang L, Qin Y, Shi G, Tian Y. Angew Chem Int Ed. 2013;52:8129–8133. doi: 10.1002/anie.201302958. [DOI] [PubMed] [Google Scholar]
- 64.Dong H, Zhou Q, Zhang L, Tian Y. Angew Chem Int Ed. 2019;58:13948–13953. doi: 10.1002/anie.201907210. [DOI] [PubMed] [Google Scholar]
- 65.Liu L, Zhao F, Liu W, Zhu T, Zhang JZH, Chen C, Dai Z, Peng H, Huang JL, Hu Q, Bu W, Tian Y. Angew Chem Int Ed. 2017;56:10471–10475. doi: 10.1002/anie.201705615. [DOI] [PubMed] [Google Scholar]
- 66.Liu W, Dong H, Zhang L, Tian Y. Angew Chem Int Ed. 2017;56:16328–16332. doi: 10.1002/anie.201710863. [DOI] [PubMed] [Google Scholar]
- 67.Luo Y, Zhang L, Liu W, Yu Y, Tian Y. Angew Chem Int Ed. 2015;54:14053–14056. doi: 10.1002/anie.201508635. [DOI] [PubMed] [Google Scholar]
- 68.Zhang C, Liu Z, Zhang L, Zhu A, Liao F, Wan J, Zhou J, Tian Y. Angew Chem Int Ed. 2020;59:20499–20507. doi: 10.1002/anie.202006318. [DOI] [PubMed] [Google Scholar]
- 69.Huang S, Zhang L, Dai L, Wang Y, Tian Y. Anal Chem. 2021;93:5570–5576. doi: 10.1021/acs.analchem.1c00151. [DOI] [PubMed] [Google Scholar]
- 70.Li S, Zhu A, Zhu T, Zhang JZH, Tian Y. Anal Chem. 2017;89:6656–6662. doi: 10.1021/acs.analchem.7b00881. [DOI] [PubMed] [Google Scholar]
- 71.Zhang L, Han Y, Zhao F, Shi G, Tian Y. Anal Chem. 2015;87:2931–2936. doi: 10.1021/ac504448m. [DOI] [PubMed] [Google Scholar]
- 72.Zhou J, Zhang L, Tian Y. Anal Chem. 2016;88:2113–2118. doi: 10.1021/acs.analchem.5b03634. [DOI] [PubMed] [Google Scholar]
- 73.Zhao F, Shi GY, Tian Y. Chin J Anal Chem. 2019;47:347–354. doi: 10.1016/S1872-2040(19)61146-1. [DOI] [Google Scholar]
- 74.Liu Y, Liu Z, Zhao F, Tian Y. Angew Chem Int Ed. 2021;60:14429–14437. doi: 10.1002/anie.202102833. [DOI] [PubMed] [Google Scholar]
- 75.Zhao F, Liu Y, Dong H, Feng S, Shi G, Lin L, Tian Y. Angew Chem Int Ed. 2020;59:10426–10430. doi: 10.1002/anie.202002417. [DOI] [PubMed] [Google Scholar]
- 76.Li H, Zhang Z, Zhong J, Ruan W, Han Y, Sun X, Ye C, Zhou X. NMR Biomed. 2016;29:220–225. doi: 10.1002/nbm.3465. [DOI] [PubMed] [Google Scholar]
- 77.Zhou X, Sun Y, Mazzanti M, Henninger N, Mansour J, Fisher M, Albert M. NMR Biomed. 2011;24:170–175. doi: 10.1002/nbm.1568. [DOI] [PubMed] [Google Scholar]
- 78.Zhou X, Mazzanti ML, Chen JJ, Tzeng YS, Mansour JK, Gereige JD, Venkatesh AK, Sun Y, Mulkern RV, Albert MS. NMR Biomed. 2008;21:217–225. doi: 10.1002/nbm.1184. [DOI] [PubMed] [Google Scholar]
- 79.Zhou YP, Mei MJ, Wang XZ, Huang SN, Chen L, Zhang M, Li XY, Qin HB, Dong X, Cheng S, Wen L, Yang B, An XF, He AD, Zhang B, Zeng WB, Li XJ, Lu Y, Li HC, Li H, Zou WG, Redwood AJ, Rayner S, Cheng H, McVoy MA, Tang Q, Britt WJ, Zhou X, Jiang X, Luo MH. JCI Insight. 2022;7:e152551. doi: 10.1172/jci.insight.152551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Lauterbur PC. Nature. 1973;242:190–191. doi: 10.1038/242190a0. [DOI] [Google Scholar]
- 81.Gonçalves FG, Serai SD, Zuccoli G. Top Magn Reson Imag. 2018;27:387–393. doi: 10.1097/RMR.0000000000000189. [DOI] [PubMed] [Google Scholar]
- 82.Hashemi RH, Bradley WG, Lisanti CJ. Mri: The Basics. Philadelphia: Lippincott Williams & Wilkins; 2012. [Google Scholar]
- 83.Nitz WR, Reimer P. Eur Radiol. 1999;9:1032–1046. doi: 10.1007/s003300050789. [DOI] [PubMed] [Google Scholar]
- 84.Stanisz GJ, Odrobina EE, Pun J, Escaravage M, Graham SJ, Bronskill MJ, Henkelman RM. Magn Reson Med. 2005;54:507–512. doi: 10.1002/mrm.20605. [DOI] [PubMed] [Google Scholar]
- 85.Spijkerman JM, Petersen ET, Hendrikse J, Luijten P, Zwanenburg JJM. Magn Reson Mater Phy. 2018;31:415–424. doi: 10.1007/s10334-017-0659-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.De Coene B, Hajnal JV, Gatehouse P, Longmore DB, White SJ, Oatridge A, Pennock J, Young I, Bydder G. Am J Neuroradiol. 1992;13:1555–1564. [PMC free article] [PubMed] [Google Scholar]
- 87.Hagiwara A, Warntjes M, Hori M, Andica C, Nakazawa M, Kumamaru KK, Abe O, Aoki S. Investig Radiol. 2017;52:647–657. doi: 10.1097/RLI.0000000000000365. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Ji S, Yang D, Lee J, Choi SH, Kim H, Kang KM. Magn Reson Imag. 2022;55:1013–1025. doi: 10.1002/jmri.27440. [DOI] [PubMed] [Google Scholar]
- 89.Blystad I, Warntjes JBM, Smedby O, Landtblom AM, Lundberg P, Larsson EM. Acta Radiol. 2012;53:1158–1163. doi: 10.1258/ar.2012.120195. [DOI] [PubMed] [Google Scholar]
- 90.Tanenbaum LN, Tsiouris AJ, Johnson AN, Naidich TP, DeLano MC, Melhem ER, Quarterman P, Parameswaran SX, Shankaranarayanan A, Goyen M, Field AS. AJNR Am J Neuroradiol. 2017;38:1103–1110. doi: 10.3174/ajnr.A5227. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Bobman SA, Riederer SJ, Lee JN, Suddarth SA, Wang HZ, Drayer BP, MacFall JR. Am J Neuroradiol. 1985;6:265–269. [PMC free article] [PubMed] [Google Scholar]
- 92.Scheffler K, Hennig J. Magn Reson Med. 2001;45:720–723. doi: 10.1002/mrm.1097. [DOI] [PubMed] [Google Scholar]
- 93.Gulani V, Schmitt P, Griswold MA, Webb AG, Jakob PM. Investig Radiol. 2004;39:767–774. doi: 10.1097/00004424-200412000-00008. [DOI] [PubMed] [Google Scholar]
- 94.Ehses P, Seiberlich N, Ma D, Breuer FA, Jakob PM, Griswold MA, Gulani V. Magn Reson Med. 2013;69:71–81. doi: 10.1002/mrm.24225. [DOI] [PubMed] [Google Scholar]
- 95.Pfister J, Blaimer M, Kullmann WH, Bartsch AJ, Jakob PM, Breuer FA. Magn Reson Med. 2019;81:3488–3502. doi: 10.1002/mrm.27657. [DOI] [PubMed] [Google Scholar]
- 96.Warntjes JBM, Leinhard OD, West J, Lundberg P. Magn Reson Med. 2008;60:320–329. doi: 10.1002/mrm.21635. [DOI] [PubMed] [Google Scholar]
- 97.Schmidbauer V, Geisl G, Diogo M, Weber M, Goeral K, Klebermass-Schrehof K, Berger A, Prayer D, Kasprian G. Eur Radiol. 2019;29:7063–7072. doi: 10.1007/s00330-019-06325-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Di Giuliano F, Minosse S, Picchi E, Marfia GA, Da Ros V, Muto M, Muto M, Pistolese CA, Laghi A, Garaci F, Floris R. Magn Reson Mater Phy. 2020;33:549–557. doi: 10.1007/s10334-019-00804-9. [DOI] [PubMed] [Google Scholar]
- 99.Cheng CC, Preiswerk F, Hoge WS, Kuo TH, Madore B. Magn Reson Med. 2019;81:1699–1713. doi: 10.1002/mrm.27525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Cheng CC, Preiswerk F, Madore B. Magn Reson Med. 2020;83:2310–2321. doi: 10.1002/mrm.28077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Ma D, Gulani V, Seiberlich N, Liu K, Sunshine JL, Duerk JL, Griswold MA. Nature. 2013;495:187–192. doi: 10.1038/nature11971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Panda A, Mehta BB, Coppo S, Jiang Y, Ma D, Seiberlich N, Griswold MA, Gulani V. Curr Opin Biomed Eng. 2017;3:56–66. doi: 10.1016/j.cobme.2017.11.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Hsieh JJL, Svalbe I. J Med Radiat Sci. 2020;67:333–344. doi: 10.1002/jmrs.413. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Mazor G, Weizman L, Tal A, Eldar YC. Med Phys. 2018;45:4066–4084. doi: 10.1002/mp.13078. [DOI] [PubMed] [Google Scholar]
- 105.Zhao B, Setsompop K, Ye H, Cauley SF, Wald LL. IEEE Trans Med Imag. 2016;35:1812–1823. doi: 10.1109/TMI.2016.2531640. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106.Buonincontri G, Biagi L, Retico A, Cecchi P, Cosottini M, Gallagher FA, Gómez PA, Graves MJ, McLean MA, Riemer F, Schulte RF, Tosetti M, Zaccagna F, Kaggie JD. NeuroImage. 2019;195:362–372. doi: 10.1016/j.neuroimage.2019.03.047. [DOI] [PubMed] [Google Scholar]
- 107.Tang BL. Biochem Biophysl Res Commun. 2006;345:911–916. doi: 10.1016/j.bbrc.2006.05.040. [DOI] [PubMed] [Google Scholar]
- 108.Vollmer T, Signorovitch J, Huynh L, Galebach P, Kelley C, Di-Bernardo A, Sasane R. J Neurol Sci. 2015;357:8–18. doi: 10.1016/j.jns.2015.07.014. [DOI] [PubMed] [Google Scholar]
- 109.Sanai SA, Saini V, Benedict RH, Zivadinov R, Teter BE, Ramanathan M, Weinstock-Guttman B. Mult Scler. 2016;22:717–725. doi: 10.1177/1352458516634871. [DOI] [PubMed] [Google Scholar]
- 110.Giorgio A, De Stefano N. J Magn Reson Imag. 2013;37:1–14. doi: 10.1002/jmri.23671. [DOI] [PubMed] [Google Scholar]
- 111.Reiter K, Nielson KA, Durgerian S, Woodard JL, Smith JC, Seidenberg M, Kelly DA, Rao SM. J Alzheimer Dis. 2017;55:1363–1377. doi: 10.3233/JAD-160504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Ashburner J, Friston KJ. Neuroimage. 2000;11:805–821. doi: 10.1006/nimg.2000.0582. [DOI] [PubMed] [Google Scholar]
- 113.Wetzel SG, Johnson G, Tan AGS, Cha S, Knopp EA, Lee VS, Thomasson D, Rofsky NM. Am J Neuroradiol. 1962;23:995–1002. [PMC free article] [PubMed] [Google Scholar]
- 114.Whitwell JL. J Neurosci. 2009;29:9661–9664. doi: 10.1523/JNEUROSCI.2160-09.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Ashburner J. NeuroImage. 2012;62:791–800. doi: 10.1016/j.neuroimage.2011.10.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Ashburner J. Magn Reson Imag. 2009;27:1163–1174. doi: 10.1016/j.mri.2009.01.006. [DOI] [PubMed] [Google Scholar]
- 117.Jenkinson M, Beckmann CF, Behrens TEJ, Woolrich MW, Smith SM. NeuroImage. 2012;62:782–790. doi: 10.1016/j.neuroimage.2011.09.015. [DOI] [PubMed] [Google Scholar]
- 118.Avants BB, Tustison N, Song G. Insight J. 2009;2:1–35. [Google Scholar]
- 119.Fischl B. Neuroimage. 2012;62:774–781. doi: 10.1016/j.neuroimage.2012.01.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Manjón JV, Coupé P. Front Neuroinf. 2016;10:30. doi: 10.3389/fninf.2016.00030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Ramzan F, Khan MUG, Iqbal S, Saba T, Rehman A. IEEE Access. 2020;8:103697–103709. doi: 10.1109/ACCESS.2020.2998901. [DOI] [Google Scholar]
- 122.Wang L, Xie C, Zeng N. IEEE Access. 2019;7:39670–39679. doi: 10.1109/ACCESS.2019.2906890. [DOI] [Google Scholar]
- 123.Bernal J, Kushibar K, Asfaw DS, Valverde S, Oliver A, Martí R, Lladó X. Artif Intell Med. 2019;95:64–81. doi: 10.1016/j.artmed.2018.08.008. [DOI] [PubMed] [Google Scholar]
- 124.Risacher SL, Anderson WH, Charil A, Castelluccio PF, Shcherbinin S, Saykin AJ, Schwarz AJ. Neurology. 2017;89:2176–2186. doi: 10.1212/WNL.0000000000004670. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 125.Tsagkas C, Magon S, Gaetano L, Pezold S, Naegelin Y, Amann M, Stippich C, Cattin P, Wuerfel J, Bieri O, Sprenger T, Kappos L, Parmar K. Neurology. 2018;91:e349–e358. doi: 10.1212/WNL.0000000000005853. [DOI] [PubMed] [Google Scholar]
- 126.Qin Y, Wu J, Chen T, Li J, Zhang G, Wu D, Zhou Y, Zheng N, Cai A, Ning Q, Manyande A, Xu F, Wang J, Zhu W. J Clin Investigation. 2021;131:147329. doi: 10.1172/JCI147329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 127.Chen S, Lan Y, Li H, Xia L, Ye C, Lou X, Zhou X. Biomedicines. 2022;10:781. doi: 10.3390/biomedicines10040781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Xue D, Liu Y, Jin L, Wang Y, Cui F, Liu J, Li X, Zhang S, Zhao Y, Yin N, Niu R, Wang D, Zhang H. Sci China Chem. 2021;64:558–564. doi: 10.1007/s11426-020-9920-x. [DOI] [Google Scholar]
- 129.He W, Ai K, Lu L. Sci China Chem. 2015;58:753–760. doi: 10.1007/s11426-015-5351-8. [DOI] [Google Scholar]
- 130.Peng XJ, He HP, Liu Q, She K, Zhang BQ, Wang HS, Tang HT, Pan YM. Sci China Chem. 2021;64:753–760. doi: 10.1007/s11426-020-9958-6. [DOI] [Google Scholar]
- 131.Regenhardt RW, González RG, He J, Lev MH, Singhal AB. Radiology. 2022;302:400–407. doi: 10.1148/radiol.2021210455. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Rava RA, Snyder KV, Mokin M, Waqas M, Allman AB, Senko JL, Podgorsak AR, Shiraz Bhurwani MM, Hoi Y, Siddiqui AH, Davies JM, Levy EI, Ionita CN. AJNR Am J Neuroradiol. 2020;41:206–212. doi: 10.3174/ajnr.A6395. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 133.Konno Y, Hiraka T, Kanoto M, Sato T, Tsunoda M, Ishizawa T, Matsuda A, Makino N. Pancreatology. 2020;20:1406–1412. doi: 10.1016/j.pan.2020.08.010. [DOI] [PubMed] [Google Scholar]
- 134.He J, Yang Y, Wang Y, Zeng D, Bian Z, Zhang H, Sun J, Xu Z, Ma J. IEEE Trans Med Imag. 2018;38:371–382. doi: 10.1109/TMI.2018.2865202. [DOI] [PubMed] [Google Scholar]
- 135.Siegler JE, Rosenberg J, Cristancho D, Olsen A, Pulst-Korenberg J, Raab L, Cucchiara B, Messé SR. Int J Stroke. 2020;15:299–307. doi: 10.1177/1747493019869702. [DOI] [PubMed] [Google Scholar]
- 136.Li Y. Sci China Chem. 2013;56:1682–1692. doi: 10.1007/s11426-013-5004-8. [DOI] [Google Scholar]
- 137.Liu CY, Jiang SD. Sci China Ser B-Chem. 2009;52:2195–2199. doi: 10.1007/s11426-009-0195-8. [DOI] [Google Scholar]
- 138.Maurer GD, Brucker DP, Stoffels G, Filipski K, Filss CP, Mottaghy FM, Galldiks N, Steinbach JP, Hattingen E, Langen KJ. J Nucl Med. 2020;61:505–511. doi: 10.2967/jnumed.119.234757. [DOI] [PubMed] [Google Scholar]
- 139.Kim D, Chun JH, Yi JH, Ko HY, Chung JI, Lee M, Park YM, Nam MH, Kim J, Kim SY, Park Y, Moon JH, Kang SG, Chang JH, Lee CJ, Kim SH, Yun M. Clin Nucl Med. 2022;47:863–868. doi: 10.1097/RLU.0000000000004341. [DOI] [PubMed] [Google Scholar]
- 140.Li A, Gong H, Zhang B, Wang Q, Yan C, Wu J, Liu Q, Zeng S, Luo Q. Science. 2010;330:1404–1408. doi: 10.1126/science.1191776. [DOI] [PubMed] [Google Scholar]
- 141.Ding W, Li A, Wu J, Yang Z, Meng Y, Wang S, Gong H. J Microsc. 2013;251:168–177. doi: 10.1111/jmi.12058. [DOI] [PubMed] [Google Scholar]
- 142.Wu J, He Y, Yang Z, Guo C, Luo Q, Zhou W, Chen S, Li A, Xiong B, Jiang T, Gong H. NeuroImage. 2014;87:199–208. doi: 10.1016/j.neuroimage.2013.10.036. [DOI] [PubMed] [Google Scholar]
- 143.Zhang X, Yin X, Zhang J, Li A, Gong H, Luo Q, Zhang H, Gao Z, Jiang H. Natl Sci Rev. 2019;6:1223–1238. doi: 10.1093/nsr/nwz124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Xiong B, Li A, Lou Y, Chen S, Long B, Peng J, Yang Z, Xu T, Yang X, Li X, Jiang T, Luo Q, Gong H. Front Neuroanat. 2017;11:128. doi: 10.3389/fnana.2017.00128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Yin X, Zhang X, Zhang J, Yang W, Sun X, Zhang H, Gao Z, Jiang H. Front Neurosci. 2022;16:870520. doi: 10.3389/fnins.2022.870520. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Xue S, Gong H, Jiang T, Luo W, Meng Y, Liu Q, Chen S, Li A. PLoS ONE. 2014;9:e88067. doi: 10.1371/journal.pone.0088067. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 147.Li Y, Li N, Yu X, Huang K, Zheng T, Cheng X, Zeng S, Liu X. Sci Rep. 2018;8:1086. doi: 10.1038/s41598-018-19373-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Huisken J, Swoger J, Del Bene F, Wittbrodt J, Stelzer EHK. Science. 2004;305:1007–1009. doi: 10.1126/science.1100035. [DOI] [PubMed] [Google Scholar]
- 149.Keller PJ, Schmidt AD, Wittbrodt J, Stelzer EHK. Science. 2008;322:1065–1069. doi: 10.1126/science.1162493. [DOI] [PubMed] [Google Scholar]
- 150.Stelzer EHK. Nat Methods. 2015;12:23–26. doi: 10.1038/nmeth.3219. [DOI] [PubMed] [Google Scholar]
- 151.Power RM, Huisken J. Nat Methods. 2017;14:360–373. doi: 10.1038/nmeth.4224. [DOI] [PubMed] [Google Scholar]
- 152.Planchon TA, Gao L, Milkie DE, Davidson MW, Galbraith JA, Galbraith CG, Betzig E. Nat Methods. 2011;8:417–423. doi: 10.1038/nmeth.1586. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Chen BC, Legant WR, Wang K, Shao L, Milkie DE, Davidson MW, Janetopoulos C, Wu XS, Hammer JA, III, Liu Z, English BP, Mimori-Kiyosue Y, Romero DP, Ritter AT, Lippincott-Schwartz J, Fritz-Laylin L, Mullins RD, Mitchell DM, Bembenek JN, Reymann AC, Böhme R, Grill SW, Wang JT, Seydoux G, Tulu US, Kiehart DP, Betzig E. Science. 2014;346:1257998. doi: 10.1126/science.1257998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154.Vaadia RD, Li W, Voleti V, Singhania A, Hillman EMC, Grueber WB. Curr Biol. 2019;29:935–944.e4. doi: 10.1016/j.cub.2019.01.060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 155.Ueda HR, Ertürk A, Chung K, Gradinaru V, Chédotal A, Tomancak P, Keller PJ. Nat Rev Neurosci. 2020;21:298. doi: 10.1038/s41583-020-0291-5. [DOI] [PubMed] [Google Scholar]
- 156.Zhao S, Todorov MI, Cai R, -Maskari RA, Steinke H, Kemter E, Mai H, Rong Z, Warmer M, Stanic K, Schoppe O, Paetzold JC, Gesierich B, Wong MN, Huber TB, Duering M, Bruns OT, Menze B, Lipfert J, Puelles VG, Wolf E, Bechmann I, Ertürk A. Cell. 2020;180:796–812.e19. doi: 10.1016/j.cell.2020.01.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 157.Dodt HU, Leischner U, Schierloh A, Jährling N, Mauch CP, Deininger K, Deussing JM, Eder M, Zieglgänsberger W, Becker K. Nat Methods. 2007;4:331–336. doi: 10.1038/nmeth1036. [DOI] [PubMed] [Google Scholar]
- 158.Murakami TC, Mano T, Saikawa S, Horiguchi SA, Shigeta D, Baba K, Sekiya H, Shimizu Y, Tanaka KF, Kiyonari H, Iino M, Mochizuki H, Tainaka K, Ueda HR. Nat Neurosci. 2018;21:625–637. doi: 10.1038/s41593-018-0109-1. [DOI] [PubMed] [Google Scholar]
- 159.Renier N, Adams EL, Kirst C, Wu Z, Azevedo R, Kohl J, Autry AE, Kadiri L, Umadevi Venkataraju K, Zhou Y, Wang VX, Tang CY, Olsen O, Dulac C, Osten P, Tessier-Lavigne M. Cell. 2016;165:1789–1802. doi: 10.1016/j.cell.2016.05.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Park YG, Sohn CH, Chen R, McCue M, Yun DH, Drummond GT, Ku T, Evans NB, Oak HC, Trieu W, Choi H, Jin X, Lilascharoen V, Wang J, Truttmann MC, Qi HW, Ploegh HL, Golub TR, Chen SC, Frosch MP, Kulik HJ, Lim BK, Chung K. Nat Biotechnol. 2019;37:73–83. doi: 10.1038/nbt.4281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 161.Chen F, Tillberg PW, Boyden ES. Science. 2015;347:543–548. doi: 10.1126/science.1260088. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 162.Ku T, Swaney J, Park JY, Albanese A, Murray E, Cho JH, Park YG, Mangena V, Chen J, Chung K. Nat Biotechnol. 2016;34:973–981. doi: 10.1038/nbt.3641. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163.Gao R, Asano SM, Upadhyayula S, Pisarev I, Milkie DE, Liu TL, Singh V, Graves A, Huynh GH, Zhao Y, Bogovic J, Colonell J, Ott CM, Zugates C, Tappan S, Rodriguez A, Mosaliganti KR, Sheu SH, Pasolli HA, Pang S, Xu CS, Megason SG, Hess H, Lippincott-Schwartz J, Hantman A, Rubin GM, Kirchhausen T, Saalfeld S, Aso Y, Boyden ES, Betzig E. Science. 2019;363:eaau8302. doi: 10.1126/science.aau8302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Voigt FF, Kirschenbaum D, Platonova E, Pagès S, Campbell RAA, Kastli R, Schaettin M, Egolf L, van der Bourg A, Bethge P, Haenraets K, Frézel N, Topilko T, Perin P, Hillier D, Hildebrand S, Schueth A, Roebroeck A, Roska B, Stoeckli ET, Pizzala R, Renier N, Zeilhofer HU, Karayannis T, Ziegler U, Batti L, Holtmaat A, Lüscher C, Aguzzi A, Helmchen F. Nat Methods. 2019;16:1105–1108. doi: 10.1038/s41592-019-0554-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165.Todorov MI, Paetzold JC, Schoppe O, Tetteh G, Shit S, Efremov V, Todorov-Völgyi K, Düring M, Dichgans M, Piraud M, Menze B, Ertürk A. Nat Methods. 2020;17:442–449. doi: 10.1038/s41592-020-0792-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 166.Hillman EMC, Voleti V, Li W, Yu H. Annu Rev Neurosci. 2019;42:295–313. doi: 10.1146/annurev-neuro-070918-050357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 167.Mostany R, Miquelajauregui A, Shtrahman M, Portera-Cailliau C. Two-photon excitation microscopy and its applications in neuroscience. In: Verveer P, editor. Advanced Fluorescence Microscopy. Methods in Molecular Biology. New York: Humana Press; 1975. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Truong TV, Supatto W, Koos DS, Choi JM, Fraser SE. Nat Methods. 2011;8:757–760. doi: 10.1038/nmeth.1652. [DOI] [PubMed] [Google Scholar]
- 169.Wolf S, Supatto W, Debrégeas G, Mahou P, Kruglik SG, Sintes JM, Beaurepaire E, Candelier R. Nat Methods. 2015;12:379–380. doi: 10.1038/nmeth.3371. [DOI] [PubMed] [Google Scholar]
- 170.Zong W, Zhao J, Chen X, Lin Y, Ren H, Zhang Y, Fan M, Zhou Z, Cheng H, Sun Y, Chen L. Cell Res. 2015;25:254–257. doi: 10.1038/cr.2014.124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 171.Lin PY, Hwang SPL, Lee CH, Chen BC. J Biomed Opt. 2021;26:116503. doi: 10.1117/1.JBO.26.11.116503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 172.Takanezawa S, Saitou T, Imamura T. Nat Commun. 2021;12:1–5. doi: 10.1038/s41467-021-23249-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 173.de Vito G, Turrini L, Müllenbroich C, Ricci P, Sancataldo G, Mazzamuto G, Tiso N, Sacconi L, Fanelli D, Silvestri L, Vanzi F, Pavone FS. Biomed Opt Express. 2022;13:1516–1536. doi: 10.1364/BOE.434146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 174.Gasparoli FM, Escobet-Montalbán A, Early J, Bruce GD, Dholakia K. OSA Continuum. 2020;3:2935–2942. doi: 10.1364/OSAC.405369. [DOI] [Google Scholar]
- 175.Voleti V, Patel KB, Li W, Perez Campos C, Bharadwaj S, Yu H, Ford C, Casper MJ, Yan RW, Liang W, Wen C, Kimura KD, Targoff KL, Hillman EMC. Nat Methods. 2019;16:1054–1062. doi: 10.1038/s41592-019-0579-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 176.Yang B, Chen X, Wang Y, Feng S, Pessino V, Stuurman N, Cho NH, Cheng KW, Lord SJ, Xu L, Xie D, Mullins RD, Leonetti MD, Huang B. Nat Methods. 2019;16:501–504. doi: 10.1038/s41592-019-0401-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 177.Sapoznik E, Chang BJ, Huh J, Ju RJ, Azarova EV, Pohlkamp T, Welf ES, Broadbent D, Carisey AF, Stehbens SJ, Lee KM, Marín A, Hanker AB, Schmidt JC, Arteaga CL, Yang B, Kobayashi Y, Tata PR, Kruithoff R, Doubrovinski K, Shepherd DP, Millett-Sikking A, York AG, Dean KM, Fiolka RP. eLife. 2020;9:e57681. doi: 10.7554/eLife.57681. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 178.Patel KB, Liang W, Casper MJ, Voleti V, Li W, Yagielski AJ, Zhao HT, Perez Campos C, Lee GS, Liu JM, Philipone E, Yoon AJ, Olive KP, Coley SM, Hillman EMC. Nat Biomed Eng. 2022;6:569–583. doi: 10.1038/s41551-022-00849-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 179.Yang B, Lange M, Millett-Sikking A, Zhao X, Bragantini J, Vijay-Kumar S, Kamb M, Gómez-Sjöberg R, Solak AC, Wang W, Kobayashi H, McCarroll MN, Whitehead LW, Fiolka RP, Kornberg TB, York AG, Royer LA. Nat Methods. 2022;19:461–469. doi: 10.1038/s41592-022-01417-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 180.Malkinson G, Mahou P, Chaudan É, Gacoin T, Sonay AY, Pantazis P, Beaurepaire E, Supatto W. ACS Photonics. 2020;7:1036–1049. doi: 10.1021/acsphotonics.9b01749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 181.Zhou B, Shi B, Jin D, Liu X. Nat Nanotech. 2015;10:924–936. doi: 10.1038/nnano.2015.251. [DOI] [PubMed] [Google Scholar]
- 182.Richardson DS, Lichtman JW. Cell. 2015;162:246–257. doi: 10.1016/j.cell.2015.06.067. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 183.Royer LA, Lemon WC, Chhetri RK, Wan Y, Coleman M, Myers EW, Keller PJ. Nat Biotechnol. 2016;34:1267–1278. doi: 10.1038/nbt.3708. [DOI] [PubMed] [Google Scholar]
- 184.Ji N. Nat Methods. 2017;14:374–380. doi: 10.1038/nmeth.4218. [DOI] [PubMed] [Google Scholar]
- 185.Li C, Moatti A, Zhang X, Troy Ghashghaei H, Greenabum A. Biomed Opt Express. 2021;12:5214–5226. doi: 10.1364/BOE.427099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 186.Palay S. Exp Cell Res (Suppl) 1958;5:275–293. [PubMed] [Google Scholar]
- 187.Estable C, Reissig M, De Robertis E. Exp Cell Res. 1954;6:255–262. doi: 10.1016/0014-4827(54)90172-X. [DOI] [PubMed] [Google Scholar]
- 188.Robertson JD. Exp Biol Med. 1953;82:219–223. doi: 10.3181/00379727-82-20071. [DOI] [PubMed] [Google Scholar]
- 189.Liao M, Cao E, Julius D, Cheng Y. Nature. 2013;504:107–112. doi: 10.1038/nature12822. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 190.Zhang Y, Ye F, Zhang T, Lv S, Zhou L, Du D, Lin H, Guo F, Luo C, Zhu S. Nature. 2021;596:301–305. doi: 10.1038/s41586-021-03769-9. [DOI] [PubMed] [Google Scholar]
- 191.Liu YT, Tao CL, Lau PM, Zhou ZH, Bi GQ. Curr Opin Struct Biol. 2019;54:152–160. doi: 10.1016/j.sbi.2019.02.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 192.Liu YT, Tao CL, Zhang X, Xia W, Shi DQ, Qi L, Xu C, Sun R, Li XW, Lau PM, Zhou ZH, Bi GQ. Nat Neurosci. 2020;23:1589–1596. doi: 10.1038/s41593-020-00729-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 193.Huang S, Xu P, Tan Y, You C, Zhang Y, Jiang Y, Xu HE. Cell Res. 2021;31:1036–1038. doi: 10.1038/s41422-021-00527-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 194.Fitzpatrick AWP, Falcon B, He S, Murzin AG, Murshudov G, Garringer HJ, Crowther RA, Ghetti B, Goedert M, Scheres SHW. Nature. 2017;547:185–190. doi: 10.1038/nature23002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 195.Nakane T, Kotecha A, Sente A, McMullan G, Masiulis S, Brown PMGE, Grigoras IT, Malinauskaite L, Malinauskas T, Miehling J, Uchański T, Yu L, Karia D, Pechnikova EV, de Jong E, Keizer J, Bischoff M, McCormack J, Tiemeijer P, Hardwick SW, Chirgadze DY, Murshudov G, Aricescu AR, Scheres SHW. Nature. 2020;587:152–156. doi: 10.1038/s41586-020-2829-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 196.Trinkaus VA, Riera-Tur I, Martínez-Sánchez A, Bäuerlein FJB, Guo Q, Arzberger T, Baumeister W, Dudanova I, Hipp MS, Hartl FU, Fernández-Busnadiego R. Nat Commun. 2021;12:1. doi: 10.1038/s41467-021-22108-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 197.Guo Q, Lehmer C, Martínez-Sánchez A, Rudack T, Beck F, Hartmann H, Pérez-Berlanga M, Frottin F, Hipp MS, Hartl FU, Edbauer D, Baumeister W, Fernández-Busnadiego R. Cell. 2018;172:696–705.e12. doi: 10.1016/j.cell.2017.12.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 198.Tao CL, Liu YT, Zhou ZH, Lau PM, Bi GQ. Front Neuroanat. 2018;12:48. doi: 10.3389/fnana.2018.00048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 199.Tao CL, Liu YT, Sun R, Zhang B, Qi L, Shivakoti S, Tian CL, Zhang P, Lau PM, Zhou ZH, Bi GQ. J Neurosci. 2018;38:1493–1510. doi: 10.1523/JNEUROSCI.1548-17.2017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 200.Radhakrishnan A, Li X, Grushin K, Krishnakumar SS, Liu J, Rothman JE. Proc Natl Acad Sci USA. 2021;118:e2024029118. doi: 10.1073/pnas.2024029118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 201.Sun R, Liu YT, Tao CL, Qi L, Lau PM, Zhou ZH, Bi GQ. Biophys Rep. 2019;5:111–122. doi: 10.1007/s41048-019-0092-4. [DOI] [Google Scholar]
- 202.Schaffer M, Mahamid J, Engel BD, Laugks T, Baumeister W, Plitzko JM. J Struct Biol. 2017;197:73–82. doi: 10.1016/j.jsb.2016.07.010. [DOI] [PubMed] [Google Scholar]
- 203.White JG, Southgate E, Thomson JN, Brenner S. Phil Trans R Soc Lond B. 1986;314:1–340. doi: 10.1098/rstb.1986.0056. [DOI] [PubMed] [Google Scholar]
- 204.Shapson-Coe A, Januszewski M, Berger DR, Pope A, Wu Y, Blakely T, Schalek RL, Li PH, Wang S, Maitin-Shepard J. BioRxiv, 2021, doi: 10.1101/2021.05.29.446289
- 205.Scholl B, Thomas CI, Ryan MA, Kamasawa N, Fitzpatrick D. Nature. 2021;590:111–114. doi: 10.1038/s41586-020-03044-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 206.Henstridge M, Pfeiffer C, Wang D, Boltasseva A, Shalaev VM, Grbic A, Merlin R. Science. 2018;362:439–442. doi: 10.1126/science.aat5915. [DOI] [PubMed] [Google Scholar]
- 207.Hwu Y, Margaritondo G, Chiang A-S. BMC Biol. 2017;15:1–9. doi: 10.1186/s12915-017-0461-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 208.Töpperwien M, van der Meer F, Stadelmann C, Salditt T. Proc Natl Acad Sci USA. 2018;115:6940–6945. doi: 10.1073/pnas.1801678115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 209.Foxley S, Sampathkumar V, De Andrade V, Trinkle S, Sorokina A, Norwood K, La Riviere P, Kasthuri N. NeuroImage. 2021;238:118250. doi: 10.1016/j.neuroimage.2021.118250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 210.Withers PJ, Bouman C, Carmignato S, Cnudde V, Grimaldi D, Hagen CK, Maire E, Manley M, Du Plessis A, Stock SR. Nat Rev Methods Primers. 2021;1:1–2. doi: 10.1038/s43586-021-00015-4. [DOI] [Google Scholar]
- 211.Sanchez-Cano C, Alvarez-Puebla RA, Abendroth JM, Beck T, Blick R, Cao Y, Caruso F, Chakraborty I, Chapman HN, Chen C, Cohen BE, Conceição ALC, Cormode DP, Cui D, Dawson KA, Falkenberg G, Fan C, Feliu N, Gao M, Gargioni E, Glüer CC, Grüner F, Hassan M, Hu Y, Huang Y, Huber S, Huse N, Kang Y, Khademhosseini A, Keller TF, Körnig C, Kotov NA, Koziej D, Liang XJ, Liu B, Liu S, Liu Y, Liu Z, Liz-Marzán LM, Ma X, Machicote A, Maison W, Mancuso AP, Megahed S, Nickel B, Otto F, Palencia C, Pascarelli S, Pearson A, Peñate-Medina O, Qi B, Rädler J, Richardson JJ, Rosenhahn A, Rothkamm K, Rübhausen M, Sanyal MK, Schaak RE, Schlemmer HP, Schmidt M, Schmutzler O, Schotten T, Schulz F, Sood AK, Spiers KM, Staufer T, Stemer DM, Stierle A, Sun X, Tsakanova G, Weiss PS, Weller H, Westermeier F, Xu M, Yan H, Zeng Y, Zhao Y, Zhao Y, Zhu D, Zhu Y, Parak WJ. ACS Nano. 2021;15:3754–3807. doi: 10.1021/acsnano.0c09563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 212.Andreasen NC. Science. 1988;239:1381–1388. doi: 10.1126/science.3279509. [DOI] [PubMed] [Google Scholar]
- 213.Lv J, Di Biase M, Cash RFH, Cocchi L, Cropley VL, Klauser P, Tian Y, Bayer J, Schmaal L, Cetin-Karayumak S, Rathi Y, Pasternak O, Bousman C, Pantelis C, Calamante F, Zalesky A. Mol Psychiatry. 2021;26:3512–3523. doi: 10.1038/s41380-020-00882-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 214.Bosch C, Ackels T, Pacureanu A, Zhang Y, Peddie CJ, Berning M, Rzepka N, Zdora MC, Whiteley I, Storm M, Bonnin A, Rau C, Margrie T, Collinson L, Schaefer AT. Nat Commun. 2022;13:1–6. doi: 10.1038/s41467-022-30199-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 215.Kong H, Li M, Xu Q, Zhou H, Yu F, Wang Q. Am J Nucl Med Mol Imaging. 2021;11:529–536. [PMC free article] [PubMed] [Google Scholar]
- 216.Brooks J, Everett J, Lermyte F, Tjhin VT, Banerjee S, O’Connor PB, Morris CM, Sadler PJ, Telling ND, Collingwood JF. Angew Chem Int Ed. 2020;59:11984–11991. doi: 10.1002/anie.202000239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 217.Kong H, Zhang J, Li J, Wang J, Shin HJ, Tai R, Yan Q, Xia K, Hu J, Wang L, Zhu Y, Fan C. Natl Sci Rev. 2020;7:1218–1227. doi: 10.1093/nsr/nwaa055. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 218.Si-Mohamed S, Tatard-Leitman V, Laugerette A, Sigovan M, Pfeiffer D, Rummeny EJ, Coulon P, Yagil Y, Douek P, Boussel L, Noël PB. Sci Rep. 2019;9:1–8. doi: 10.1038/s41598-019-44821-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 219.McCollough CH, Leng S, Yu L, Fletcher JG. Radiology. 2015;276:637–653. doi: 10.1148/radiol.2015142631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 220.Fratini M, Bukreeva I, Campi G, Brun F, Tromba G, Modregger P, Bucci D, Battaglia G, Spanò R, Mastrogiacomo M, Requardt H, Giove F, Bravin A, Cedola A. Sci Rep. 2015;5:8514. doi: 10.1038/srep08514. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 221.Hu J, Li P, Yin X, Wu T, Cao Y, Yang Z, Jiang L, Hu S, Lu H. J Synchrotron Rad. 2017;24:482–489. doi: 10.1107/S1600577517000121. [DOI] [PubMed] [Google Scholar]
- 222.Cedola A, Bravin A, Bukreeva I, Fratini M, Pacureanu A, Mittone A, Massimi L, Cloetens P, Coan P, Campi G, Spanò R, Brun F, Grigoryev V, Petrosino V, Venturi C, Mastrogiacomo M, Kerlero de Rosbo N, Uccelli A. Sci Rep. 2017;7:1. doi: 10.1038/s41598-017-06251-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 223.Bukreeva I, Campi G, Fratini M, Spanò R, Bucci D, Battaglia G, Giove F, Bravin A, Uccelli A, Venturi C, Mastrogiacomo M, Cedola A. Sci Rep. 2017;7:1. doi: 10.1038/srep41054. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 224.Böhm T, Joseph K, Kirsch M, Moroni R, Hilger A, Osenberg M, Manke I, Johnston M, Stieglitz T, Hofmann UG, Haas CA, Thiele S. Sci Rep. 2019;9:7646. doi: 10.1038/s41598-019-42544-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 225.Khimchenko A, Schulz G, Thalmann P, Müller B. APL Bioeng. 2018;2:016106. doi: 10.1063/1.5022184. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 226.Bikis C, Rodgers G, Deyhle H, Thalmann P, Hipp A, Beckmann F, Weitkamp T, Theocharis S, Rau C, Schulz G, Müller B. Appl Phys Lett. 2019;114:083702. doi: 10.1063/1.5085302. [DOI] [Google Scholar]
- 227.Hubert M, Pacureanu A, Guilloud C, Yang Y, da Silva JC, Laurencin J, Lefebvre-Joud F, Cloetens P. Appl Phys Lett. 2018;112:203704. doi: 10.1063/1.5026462. [DOI] [Google Scholar]
- 228.Khimchenko A, Bikis C, Pacureanu A, Hieber SE, Thalmann P, Deyhle H, Schweighauser G, Hench J, Frank S, Müller-Gerbl M, Schulz G, Cloetens P, Müller B. Adv Sci. 2018;5:1700694. doi: 10.1002/advs.201700694. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 229.Khimchenko A, Pacureanu A, Bikis C, Hieber SE, Thalmann P, Deyhle H, Schweighauser G, Hench J, Frank S, Muller-Gerbl M, Schulz G, Cloetens P, Muller B. Microsc Microanal. 2018;24:354–355. doi: 10.1017/S143192761801406X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 230.Kuan AT, Phelps JS, Thomas LA, Nguyen TM, Han J, Chen CL, Azevedo AW, Tuthill JC, Funke J, Cloetens P, Pacureanu A, Lee WCA. Nat Neurosci. 2020;23:1637–1643. doi: 10.1038/s41593-020-0704-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 231.Hill AV. Nature. 1929;123:9–11. doi: 10.1038/123009a0. [DOI] [Google Scholar]
- 232.Hubel DH, Wiesel TN. J Physiol. 1959;148:574–591. doi: 10.1113/jphysiol.1959.sp006308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 233.Hamill OP, Marty A, Neher E, Sakmann B, Sigworth FJ. Pflügers Archiv. 1981;391:85–100. doi: 10.1007/BF00656997. [DOI] [PubMed] [Google Scholar]
- 234.Zhang C, Liu JQ, Tian HC, Kang XY, Du JC, Rui YF, Yang B, Yang CS. Microsyst Technol. 2015;21:139–145. doi: 10.1007/s00542-013-2017-3. [DOI] [Google Scholar]
- 235.Wang K, Chung-Chiun Liu K, Durand DM. IEEE Trans Biomed Eng. 2009;56:6–14. doi: 10.1109/TBME.2008.926691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 236.Brüggemann D, Wolfrum B, Maybeck V, Mourzina Y, Jansen M, Offenhäusser A. Nanotechnology. 2011;22:265104. doi: 10.1088/0957-4484/22/26/265104. [DOI] [PubMed] [Google Scholar]
- 237.Kim JH, Kang G, Nam Y, Choi YK. Nanotechnology. 2010;21:085303. doi: 10.1088/0957-4484/21/8/085303. [DOI] [PubMed] [Google Scholar]
- 238.Khodagholy D, Doublet T, Gurfinkel M, Quilichini P, Ismailova E, Leleux P, Herve T, Sanaur S, Bernard C, Malliaras GG. Adv Mater. 2011;23:H268–H272. doi: 10.1002/adma.201102378. [DOI] [PubMed] [Google Scholar]
- 239.Blau A, Murr A, Wolff S, Sernagor E, Medini P, Iurilli G, Ziegler C, Benfenati F. Biomaterials. 2011;32:1778–1786. doi: 10.1016/j.biomaterials.2010.11.014. [DOI] [PubMed] [Google Scholar]
- 240.Ansaldo A, Castagnola E, Maggiolini E, Fadiga L, Ricci D. ACS Nano. 2011;5:2206–2214. doi: 10.1021/nn103445d. [DOI] [PubMed] [Google Scholar]
- 241.Keefer EW, Botterman BR, Romero MI, Rossi AF, Gross GW. Nat Nanotech. 2008;3:434–439. doi: 10.1038/nnano.2008.174. [DOI] [PubMed] [Google Scholar]
- 242.Chung JE, Joo HR, Fan JL, Liu DF, Barnett AH, Chen S, Geaghan-Breiner C, Karlsson MP, Karlsson M, Lee KY, Liang H, Magland JF, Pebbles JA, Tooker AC, Greengard LF, Tolosa VM, Frank LM. Neuron. 2019;101:21–31.e5. doi: 10.1016/j.neuron.2018.11.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 243.Dipalo M, Rastogi SK, Matino L, Garg R, Bliley J, Iachetta G, Melle G, Shrestha R, Shen S, Santoro F, Feinberg AW, Barbaglia A, Cohen-Karni T, De Angelis F. Sci Adv. 2021;7:eabd5175. doi: 10.1126/sciadv.abd5175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 244.Khodagholy D, Doublet T, Quilichini P, Gurfinkel M, Leleux P, Ghestem A, Ismailova E, Hervé T, Sanaur S, Bernard C, Malliaras GG. Nat Commun. 2013;4:1575. doi: 10.1038/ncomms2573. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 245.Salatino JW, Ludwig KA, Kozai TDY, Purcell EK. Nat Biomed Eng. 2017;1:862–877. doi: 10.1038/s41551-017-0154-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 246.Feiner R, Dvir T. Nat Rev Mater. 2018;3:17076. doi: 10.1038/natrevmats.2017.76. [DOI] [Google Scholar]
- 247.Musk E. J Med Internet Res. 2019;21:e16194. doi: 10.2196/16194. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 248.Khodagholy D, Gelinas JN, Thesen T, Doyle W, Devinsky O, Malliaras GG, Buzsáki G. Nat Neurosci. 2015;18:310–315. doi: 10.1038/nn.3905. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 249.Fu TM, Hong G, Zhou T, Schuhmann TG, Viveros RD, Lieber CM. Nat Methods. 2016;13:875–882. doi: 10.1038/nmeth.3969. [DOI] [PubMed] [Google Scholar]
- 250.Lee W, Kim D, Matsuhisa N, Nagase M, Sekino M, Malliaras GG, Yokota T, Someya T. Proc Natl Acad Sci USA. 2017;114:10554–10559. doi: 10.1073/pnas.1703886114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 251.Lee J, Ozden I, Song YK, Nurmikko AV. Nat Methods. 2015;12:1157–1162. doi: 10.1038/nmeth.3620. [DOI] [PubMed] [Google Scholar]
- 252.Park S, Guo Y, Jia X, Choe HK, Grena B, Kang J, Park J, Lu C, Canales A, Chen R, Yim YS, Choi GB, Fink Y, Anikeeva P. Nat Neurosci. 2017;20:612–619. doi: 10.1038/nn.4510. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 253.Zhang Y, Zheng N, Cao Y, Wang F, Wang P, Ma Y, Lu B, Hou G, Fang Z, Liang Z, Yue M, Li Y, Chen Y, Fu J, Wu J, Xie T, Feng X. Sci Adv. 2019;5:eaaw1066. doi: 10.1126/sciadv.aaw1066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 254.Wu F, Stark E, Ku PC, Wise KD, Buzsáki G, Yoon E. Neuron. 2015;88:1136–1148. doi: 10.1016/j.neuron.2015.10.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 255.Minev IR, Musienko P, Hirsch A, Barraud Q, Wenger N, Moraud EM, Gandar J, Capogrosso M, Milekovic T, Asboth L, Torres RF, Vachicouras N, Liu Q, Pavlova N, Duis S, Larmagnac A, Vörös J, Micera S, Suo Z, Courtine G, Lacour SP. Science. 2015;347:159–163. doi: 10.1126/science.1260318. [DOI] [PubMed] [Google Scholar]
- 256.Shin H, Son Y, Chae U, Kim J, Choi N, Lee HJ, Woo J, Cho Y, Yang SH, Lee CJ, Cho IJ. Nat Commun. 2019;10:3777. doi: 10.1038/s41467-019-11628-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 257.Hodgkin AL, Huxley AF. Nature. 1939;144:710–711. doi: 10.1038/144710a0. [DOI] [Google Scholar]
- 258.Cole KS, Curtis HJ. J Gen Physiol. 1939;22:649–670. doi: 10.1085/jgp.22.5.649. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 259.Cole K. Arch Sci Physiol. 1949;3:253–258. [Google Scholar]
- 260.Marmont G. J Cell Comp Physiol. 1949;34:351–382. doi: 10.1002/jcp.1030340303. [DOI] [PubMed] [Google Scholar]
- 261.Hodgkin AL, Huxley AF. J Physiol. 1952;116:449–472. doi: 10.1113/jphysiol.1952.sp004717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 262.Neher E, Sakmann B. Nature. 1976;260:799–802. doi: 10.1038/260799a0. [DOI] [PubMed] [Google Scholar]
- 263.Peier AM, Moqrich A, Hergarden AC, Reeve AJ, Andersson DA, Story GM, Earley TJ, Dragoni I, McIntyre P, Bevan S, Patapoutian A. Cell. 2002;108:705–715. doi: 10.1016/S0092-8674(02)00652-9. [DOI] [PubMed] [Google Scholar]
- 264.Noma A. Nature. 1983;305:147–148. doi: 10.1038/305147a0. [DOI] [PubMed] [Google Scholar]
- 265.Nowak L, Bregestovski P, Ascher P, Herbet A, Prochiantz A. Nature. 1984;307:462–465. doi: 10.1038/307462a0. [DOI] [PubMed] [Google Scholar]
- 266.Song E, Lee YK, Li R, Li J, Jin X, Yu KJ, Xie Z, Fang H, Zhong Y, Du H, Zhang J, Fang G, Kim Y, Yoon Y, Alam MA, Mei Y, Huang Y, Rogers JA. Adv Funct Mater. 2018;28:1702284. doi: 10.1002/adfm.201702284. [DOI] [Google Scholar]
- 267.Buzsáki G, Anastassiou CA, Koch C. Nat Rev Neurosci. 2012;13:407–420. doi: 10.1038/nrn3241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 268.Cohen MX. Trends Neuroscis. 2017;40:208–218. doi: 10.1016/j.tins.2017.02.004. [DOI] [PubMed] [Google Scholar]
- 269.Pravdich-Neminsky V. Zbl Physiol. 1913;27:951–960. [Google Scholar]
- 270.Berger H. Archiv für Psychiatrie und Nervenkrankheiten. 1929;87:527–570. doi: 10.1007/BF01797193. [DOI] [Google Scholar]
- 271.Adrian ED, Matthews BHC. Brain. 1934;57:355–385. doi: 10.1093/brain/57.4.355. [DOI] [Google Scholar]
- 272.Adrian ED, Yamagiwa K. Brain. 1935;58:323–351. doi: 10.1093/brain/58.3.323. [DOI] [Google Scholar]
- 273.Jasper H. Electroen Clin Neuro. 1958;10:370–375. doi: 10.1016/0013-4694(58)90053-1. [DOI] [Google Scholar]
- 274.Petrov Y, Nador J, Hughes C, Tran S, Yavuzcetin O, Sridhar S. Neuroimage. 2014;90:140–145. doi: 10.1016/j.neuroimage.2013.12.041. [DOI] [PubMed] [Google Scholar]
- 275.Tucker DM. Electroencephalogr Clin Neurophysiol. 1993;87:154–163. doi: 10.1016/0013-4694(93)90121-B. [DOI] [PubMed] [Google Scholar]
- 276.Hämäläinen M, Hari R, Ilmoniemi RJ, Knuutila J, Lounasmaa OV. Rev Mod Phys. 1993;65:413–497. doi: 10.1103/RevModPhys.65.413. [DOI] [Google Scholar]
- 277.He B, Sohrabpour A, Brown E, Liu Z. Annu Rev Biomed Eng. 2018;20:171–196. doi: 10.1146/annurev-bioeng-062117-120853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 278.Dehghani N, Bédard C, Cash SS, Halgren E, Destexhe A. J Comput Neurosci. 2010;29:405–421. doi: 10.1007/s10827-010-0263-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 279.Ahlfors SP. Magnetoencephalography: From Signals to Dynamic Cortical Networks. 2nd Ed. Cham: Springer; 2019. pp. 259–278. [Google Scholar]
- 280.Stefan H, Nakasato N, Papanicolaou AC. Handb Clin Neurol. 2012;107:347–358. doi: 10.1016/B978-0-444-52898-8.00021-5. [DOI] [PubMed] [Google Scholar]
- 281.Palmini ALF. Epileptic Disorders. 2006;8:S10–S15. [PubMed] [Google Scholar]
- 282.Kuruvilla A, Flink R. Seizure. 2003;12:577–584. doi: 10.1016/S1059-1311(03)00095-5. [DOI] [PubMed] [Google Scholar]
- 283.Bazhenov M, Lonjers P, Skorheim S, Bedard C, Destexhe A. Phil Trans R Soc A. 2011;369:3802–3819. doi: 10.1098/rsta.2011.0119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 284.Hong G, Lieber CM. Nat Rev Neurosci. 2019;20:330–345. doi: 10.1038/s41583-019-0140-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 285.Rossant C, Kadir SN, Goodman DFM, Schulman J, Hunter MLD, Saleem AB, Grosmark A, Belluscio M, Denfield GH, Ecker AS, Tolias AS, Solomon S, Buzsaki G, Carandini M, Harris KD. Nat Neurosci. 2016;19:634–641. doi: 10.1038/nn.4268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 286.Mishanina TV, Libiad M, Banerjee R. Nat Chem Biol. 2015;11:457–464. doi: 10.1038/nchembio.1834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 287.Kimura H. Proc Jpn Acad Ser B-Phys Biol Sci. 2015;91:131–159. doi: 10.2183/pjab.91.131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 288.Greiner R, Pálinkás Z, Bäsell K, Becher D, Antelmann H, Nagy P, Dick TP. Antioxid Redox Signal. 2013;19:1749–1765. doi: 10.1089/ars.2012.5041. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 289.Yadav PK, Martinov M, Vitvitsky V, Seravalli J, Wedmann R, Filipovic MR, Banerjee R. J Am Chem Soc. 2016;138:289–299. doi: 10.1021/jacs.5b10494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 290.Tan BH, Wong PTH, Bian JS. Neurochem Int. 2010;56:3–10. doi: 10.1016/j.neuint.2009.08.008. [DOI] [PubMed] [Google Scholar]
- 291.Elrod JW, Calvert JW, Morrison J, Doeller JE, Kraus DW, Tao L, Jiao X, Scalia R, Kiss L, Szabo C, Kimura H, Chow CW, Lefer DJ. Proc Natl Acad Sci USA. 2007;104:15560–15565. doi: 10.1073/pnas.0705891104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 292.Hu B, Kong F, Gao X, Jiang L, Li X, Gao W, Xu K, Tang B. Angew Chem Int Ed. 2018;57:5306–5309. doi: 10.1002/anie.201712921. [DOI] [PubMed] [Google Scholar]
- 293.Gao P, Wang M, Wan X, Liu X, Pan W, Li N, Tang B. Chem Commun. 2020;56:14267–14270. doi: 10.1039/D0CC05527A. [DOI] [PubMed] [Google Scholar]
- 294.Soto RJ, Hall JR, Brown MD, Taylor JB, Schoenfisch MH. Anal Chem. 2017;89:276–299. doi: 10.1021/acs.analchem.6b04251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 295.Liu X, Zhang M, Xiao T, Hao J, Li R, Mao L. Anal Chem. 2016;88:7238–7244. doi: 10.1021/acs.analchem.6b01476. [DOI] [PubMed] [Google Scholar]
- 296.Liu X, Xiao T, Wu F, Shen MY, Zhang M, Yu HH, Mao L. Angew Chem Int Ed. 2017;56:11802–11806. doi: 10.1002/anie.201705900. [DOI] [PubMed] [Google Scholar]
- 297.Li X, Ren L, Dunevall J, Ye D, White HS, Edwards MA, Ewing AG. ACS Nano. 2018;12:3010–3019. doi: 10.1021/acsnano.8b00781. [DOI] [PubMed] [Google Scholar]
- 298.Wang X, Chan HN, Desbois N, Gros CP, Bolze F, Li Y, Li HW, Wong MS. ACS Appl Mater Interfaces. 2021;13:18525–18532. doi: 10.1021/acsami.1c01585. [DOI] [PubMed] [Google Scholar]
- 299.Robert P, Vives V, Grindel AL, Kremer S, Bierry G, Louin G, Ballet S, Corot C. Radiology. 2020;294:117–126. doi: 10.1148/radiol.2019182953. [DOI] [PubMed] [Google Scholar]
- 300.Wahsner J, Gale EM, Rodríguez-Rodríguez A, Caravan P. Chem Rev. 2018;119:957–1057. doi: 10.1021/acs.chemrev.8b00363. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 301.D’Arceuil H, Coimbra A, Triano P, Dougherty M, Mello J, Moseley M, Glover G, Lansberg M, Blankenberg F. NeuroImage. 2013;83:200–209. doi: 10.1016/j.neuroimage.2013.06.066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 302.Iv M, Ng NN, Nair S, Zhang Y, Lavezo J, Cheshier SH, Holdsworth SJ, Moseley ME, Rosenberg J, Grant GA, Yeom KW. Radiology. 2020;297:438–446. doi: 10.1148/radiol.2020200378. [DOI] [PubMed] [Google Scholar]
- 303.Calvete MJF, Pinto SMA, Pereira MM, Geraldes CFGC. Coord Chem Rev. 2017;333:82–107. doi: 10.1016/j.ccr.2016.11.011. [DOI] [Google Scholar]
- 304.Lenora CU, Carniato F, Shen Y, Latif Z, Haacke EM, Martin PD, Botta M, Allen MJ. Chem Eur J. 2017;23:15404–15414. doi: 10.1002/chem.201702158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 305.Morelli JN, Runge VM, Williams JM, Beissner RS, Tweedle M. Investig Radiol. 2011;46:169–177. doi: 10.1097/RLI.0b013e3181f7a0b0. [DOI] [PubMed] [Google Scholar]
- 306.Sillerud LO, Solberg NO, Chamberlain R, Orlando RA, Heidrich JE, Brown DC, Brady CI, Vander Jagt TA, Garwood M, Vander Jagt DL. J Alzheimer Dis. 2013;34:349–365. doi: 10.3233/JAD-121171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 307.Cheng Y, Cheng A, Jia Y, Yang L, Ning Y, Xu L, Zhong Y, Zhuang Z, Guan J, Zhang X, Lin Y, Zhou T, Fan X, Li J, Liu P, Yan G, Wu R. ACS Appl Mater Interfaces. 2021;13:56909–56922. doi: 10.1021/acsami.1c16530. [DOI] [PubMed] [Google Scholar]
- 308.Barandov A, Bartelle BB, Williamson CG, Loucks ES, Lippard SJ, Jasanoff A. Nat Commun. 2019;10:1–9. doi: 10.1038/s41467-019-08558-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 309.Novotna B, Herynek V, Rossner P, Turnovcova K, Jendelova P. Int J Nanomed. 2017;12:4519–4526. doi: 10.2147/IJN.S133156. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 310.Lee T, Cai LX, Lelyveld VS, Hai A, Jasanoff A. Science. 2014;344:533–535. doi: 10.1126/science.1249380. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 311.Grist JT, McLean MA, Riemer F, Schulte RF, Deen SS, Zaccagna F, Woitek R, Daniels CJ, Kaggie JD, Matys T, Patterson I, Slough R, Gill AB, Chhabra A, Eichenberger R, Laurent MC, Comment A, Gillard JH, Coles AJ, Tyler DJ, Wilkinson I, Basu B, Lomas DJ, Graves MJ, Brindle KM, Gallagher FA. NeuroImage. 2019;189:171–179. doi: 10.1016/j.neuroimage.2019.01.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 312.Lee CY, Soliman H, Geraghty BJ, Chen AP, Connelly KA, Endre R, Perks WJ, Heyn C, Black SE, Cunningham CH. Neuroimage. 2020;204:116202. doi: 10.1016/j.neuroimage.2019.116202. [DOI] [PubMed] [Google Scholar]
- 313.Yuan Y, Guo Q, Zhang X, Jiang W, Ye C, Zhou X. J Mater Chem B. 2020;8:5014–5018. doi: 10.1039/D0TB00484G. [DOI] [PubMed] [Google Scholar]
- 314.Li H, Zhao X, Wang Y, Lou X, Chen S, Deng H, Shi L, Xie J, Tang D, Zhao J, Bouchard LS, Xia L, Zhou X. Sci Adv. 2021;7:eabc8180. doi: 10.1126/sciadv.abc8180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 315.Witte C, Martos V, Rose HM, Reinke S, Klippel S, Schröder L, Hackenberger CPR. Angew Chem Int Ed. 2015;54:2806–2810. doi: 10.1002/anie.201410573. [DOI] [PubMed] [Google Scholar]
- 316.Yanagisawa D, Ibrahim NF, Taguchi H, Morikawa S, Tomiyama T, Tooyama I. Molecules. 2021;26:1362. doi: 10.3390/molecules26051362. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 317.Li S, Jiang W, Yuan Y, Sui M, Yang Y, Huang L, Jiang L, Liu M, Chen S, Zhou X. ACS Appl Mater Interfaces. 2020;12:57290–57301. doi: 10.1021/acsami.0c13865. [DOI] [PubMed] [Google Scholar]
- 318.Walker-Samuel S, Ramasawmy R, Torrealdea F, Rega M, Rajkumar V, Johnson SP, Richardson S, Gonçalves M, Parkes HG, Arstad E, Thomas DL, Pedley RB, Lythgoe MF, Golay X. Nat Med. 2013;19:1067–1072. doi: 10.1038/nm.3252. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 319.Longo DL, Sun PZ, Consolino L, Michelotti FC, Uggeri F, Aime S. J Am Chem Soc. 2014;136:14333–14336. doi: 10.1021/ja5059313. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 320.Branzoli F, Pontoizeau C, Tchara L, Di Stefano AL, Kamoun A, Deelchand DK, Valabrègue R, Lehéricy S, Sanson M, Ottolenghi C, Marjańska M. Neuro-Oncology. 2019;21:765–774. doi: 10.1093/neuonc/noz031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 321.Okada S, Bartelle BB, Li N, Breton-Provencher V, Lee JJ, Rodriguez E, Melican J, Sur M, Jasanoff A. Nat Nanotech. 2018;13:473–477. doi: 10.1038/s41565-018-0092-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 322.Choi C, Ganji SK, DeBerardinis RJ, Hatanpaa KJ, Rakheja D, Kovacs Z, Yang XL, Mashimo T, Raisanen JM, Marin-Valencia I, Pascual JM, Madden CJ, Mickey BE, Malloy CR, Bachoo RM, Maher EA. Nat Med. 2012;18:624–629. doi: 10.1038/nm.2682. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 323.Andronesi OC, Kim GS, Gerstner E, Batchelor T, Tzika AA, Fantin VR, Vander Heiden MG, Sorensen AG. Sci Transl Med. 2012;4:116ra114. doi: 10.1126/scitranslmed.3002693. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 324.Branzoli F, Deelchand DK, Sanson M, Lehéricy S, Marjańska M. Magn Reson Med. 2019;82:1259–1265. doi: 10.1002/mrm.27810. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 325.Cuccarini V, Antelmi L, Pollo B, Paterra R, Calatozzolo C, Nigri A, DiMeco F, Eoli M, Finocchiaro G, Brenna G, Tramacere I, Bruzzone MG, Anghileri E. Neurol Sci. 2020;41:347–355. doi: 10.1007/s10072-019-04087-9. [DOI] [PubMed] [Google Scholar]
- 326.Lei H, Ugurbil K, Chen W. Proc Natl Acad Sci USA. 2003;100:14409–14414. doi: 10.1073/pnas.2332656100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 327.Rijpma A, van der Graaf M, Meulenbroek O, Olde Rikkert MGM, Heerschap A. Neuroimage-Clin. 2018;18:254–261. doi: 10.1016/j.nicl.2018.01.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 328.Rango M, Bonifati C, Bresolin N. J Cereb Blood Flow Metab. 2006;26:283–290. doi: 10.1038/sj.jcbfm.9600192. [DOI] [PubMed] [Google Scholar]
- 329.Levine SR, Helpern JA, Welch KM, Vande Linde AM, Sawaya KL, Brown EE, Ramadan NM, Deveshwar RK, Ordidge RJ. Radiology. 1992;185:537–544. doi: 10.1148/radiology.185.2.1410369. [DOI] [PubMed] [Google Scholar]
- 330.Le Page LM, Guglielmetti C, Taglang C, Chaumeil MM. Trends Neuroscis. 2020;43:343–354. doi: 10.1016/j.tins.2020.03.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 331.Hesketh RL, Brindle KM. Curr Opin Chem Biol. 2018;45:187–194. doi: 10.1016/j.cbpa.2018.03.004. [DOI] [PubMed] [Google Scholar]
- 332.Miloushev VZ, Granlund KL, Boltyanskiy R, Lyashchenko SK, DeAngelis LM, Mellinghoff IK, Brennan CW, Tabar V, Yang TJ, Holodny AI, Sosa RE, Guo YWW, Chen AP, Tropp J, Robb F, Keshari KR. Cancer Res. 2018;78:3755–3760. doi: 10.1158/0008-5472.CAN-18-0221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 333.Park I, Larson PEZ, Gordon JW, Carvajal L, Chen HY, Bok R, Van Criekinge M, Ferrone M, Slater JB, Xu D, Kurhanewicz J, Vigneron DB, Chang S, Nelson SJ. Magn Reson Med. 2018;80:864–873. doi: 10.1002/mrm.27077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 334.Mammoli D, Gordon J, Autry A, Larson PEZ, Li Y, Chen HY, Chung B, Shin P, Van Criekinge M, Carvajal L, Slater JB, Bok R, Crane J, Xu D, Chang S, Vigneron DB. IEEE Trans Med Imag. 2019;39:320–327. doi: 10.1109/TMI.2019.2926437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 335.Autry AW, Gordon JW, Chen HY, LaFontaine M, Bok R, Van Criekinge M, Slater JB, Carvajal L, Villanueva-Meyer JE, Chang SM, Clarke JL, Lupo JM, Xu D, Larson PEZ, Vigneron DB, Li Y. Neuroimage-Clin. 2020;27:102323. doi: 10.1016/j.nicl.2020.102323. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 336.Flogel U, Ding Z, Hardung H, Jander S, Reichmann G, Jacoby C, Schubert R, Schrader J. Circulation. 2008;118:140–148. doi: 10.1161/CIRCULATIONAHA.107.737890. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 337.Chirizzi C, De Battista D, Tirotta I, Metrangolo P, Comi G, Bombelli FB, Chaabane L. Radiology. 2019;291:351–357. doi: 10.1148/radiol.2019181073. [DOI] [PubMed] [Google Scholar]
- 338.Strauss WL, Unis AS, Cowan C, Dawson G, Dager SR. Am J Psychiat. 2002;159:755–760. doi: 10.1176/appi.ajp.159.5.755. [DOI] [PubMed] [Google Scholar]
- 339.Wenger KJ, Richter C, Burger MC, Urban H, Kaulfuss S, Harter PN, Sreeramulu S, Schwalbe H, Steinbach JP, Hattingen E, Bähr O, Pilatus U. Cancers. 2020;12:3175. doi: 10.3390/cancers12113175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 340.Prinz C, Starke L, Millward JM, Fillmer A, Delgado PR, Waiczies H, Pohlmann A, Rothe M, Nazaré M, Paul F, Niendorf T, Waiczies S. Theranostics. 2021;11:2490–2504. doi: 10.7150/thno.47130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 341.Kwong KK, Belliveau JW, Chesler DA, Goldberg IE, Weisskoff RM, Poncelet BP, Kennedy DN, Hoppel BE, Cohen MS, Turner R, Cheng HM, Brady TJ, Rosen BR. Proc Natl Acad Sci USA. 1992;89:5675–5679. doi: 10.1073/pnas.89.12.5675. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 342.Ogawa S, Tank DW, Menon R, Ellermann JM, Kim SG, Merkle H, Ugurbil K. Proc Natl Acad Sci USA. 1992;89:5951–5955. doi: 10.1073/pnas.89.13.5951. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 343.Bandettini PA, Wong EC, Hinks RS, Tikofsky RS, Hyde JS. Magn Reson Med. 1992;25:390–397. doi: 10.1002/mrm.1910250220. [DOI] [PubMed] [Google Scholar]
- 344.Qiu D, Zaharchuk G, Christen T, Ni WW, Moseley ME. Neuro-image. 2012;62:1726–1731. doi: 10.1016/j.neuroimage.2012.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 345.Baumgartner R, Cho W, Coimbra A, Chen C, Wang Z, Struyk A, Venketasubramanian N, Low M, Gargano C, Zhao F, Williams D, Reese T, Seah S, Feng D, Apreleva S, Petersen E, Evelhoch JL. J Magn Reson Imag. 2017;46:124–133. doi: 10.1002/jmri.25499. [DOI] [PubMed] [Google Scholar]
- 346.Li N, Jasanoff A. Nature. 2020;580:239–244. doi: 10.1038/s41586-020-2158-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 347.Bednařík P, Tkáč I, Giove F, DiNuzzo M, Deelchand DK, Emir UE, Eberly LE, Mangia S. J Cereb Blood Flow Metab. 2015;35:601–610. doi: 10.1038/jcbfm.2014.233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 348.Luo Y, Kim EH, Flask CA, Clark HA. ACS Nano. 2018;12:5761–5773. doi: 10.1021/acsnano.8b01640. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 349.Savić T, Gambino G, Bokharaie VS, Noori HR, Logothetis NK, Angelovski G. Proc Natl Acad Sci USA. 2019;116:20666–20671. doi: 10.1073/pnas.1908503116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 350.Lee T, Zhang X, Dhar S, Faas H, Lippard SJ, Jasanoff A. Chem Biol. 2010;17:665–673. doi: 10.1016/j.chembiol.2010.05.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 351.Ghosh S, Li N, Schwalm M, Bartelle BB, Xie T, Daher JI, Singh UD, Xie K, DiNapoli N, Evans NB, Chung K, Jasanoff A. Nat Neurosci. 2022;25:390–398. doi: 10.1038/s41593-022-01014-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 352.Li M, Liu Z, Wu Y, Zheng N, Liu X, Cai A, Zheng D, Zhu J, Wu J, Xu L. Mol Psychiatry, 2022, doi: 10.1038/s41380-022-01540-0 [DOI] [PubMed]
- 353.Davis KA, Nanga RPR, Das S, Chen SH, Hadar PN, Pollard JR, Lucas TH, Shinohara RT, Litt B, Hariharan H, Elliott MA, Detre JA, Reddy R. Sci Transl Med. 2015;7:309ra161. doi: 10.1126/scitranslmed.aaa7095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 354.Sun PZ, Cheung JS, Wang E, Lo EH. J Cereb Blood Flow Metab. 2011;31:1743–1750. doi: 10.1038/jcbfm.2011.23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 355.Zhang X, Yuan Y, Li S, Zeng Q, Guo Q, Liu N, Yang M, Yang Y, Liu M, McMahon MT, Zhou X. Magn Reson Med. 2019;82:577–585. doi: 10.1002/mrm.27753. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 356.Tiwari V, Daoud EV, Hatanpaa KJ, Gao A, Zhang S, An Z, Ganji SK, Raisanen JM, Lewis CM, Askari P, Baxter J, Levy M, Dimitrov I, Thomas BP, Pinho MC, Madden CJ, Pan E, Patel TR, DeBerardinis RJ, Sherry AD, Mickey BE, Malloy CR, Maher EA, Choi C. Neuro-Oncology. 2020;22:1018–1029. doi: 10.1093/neuonc/noaa034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 357.Rao MR, Stewart NJ, Griffiths PD, Norquay G, Wild JM. Radiology. 2018;286:659–665. doi: 10.1148/radiol.2017162881. [DOI] [PubMed] [Google Scholar]
- 358.Zeng Q, Guo Q, Yuan Y, Yang Y, Zhang B, Ren L, Zhang X, Luo Q, Liu M, Bouchard LS, Zhou X. Anal Chem. 2017;89:2288–2295. doi: 10.1021/acs.analchem.6b03742. [DOI] [PubMed] [Google Scholar]
- 359.Zhang B, Guo Q, Luo Q, Zhang X, Zeng QB, Zhao L, Yuan Y, Jiang W, Yang Y, Liu M, Ye C, Zhou X. Chem Commun. 2018;54:13654–13657. doi: 10.1039/C8CC07822J. [DOI] [PubMed] [Google Scholar]
- 360.Fernando PUAI, Shepelytskyi Y, Cesana PT, Wade A, Grynko V, Mendieta AM, Seveney LE, Brown JD, Hane FT, Albert MS, De-Boef B. ACS Omega. 2020;5:27783–27788. doi: 10.1021/acsomega.0c02565. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 361.Shapiro MG, Ramirez RM, Sperling LJ, Sun G, Sun J, Pines A, Schaffer DV, Bajaj VS. Nat Chem. 2014;6:629–634. doi: 10.1038/nchem.1934. [DOI] [PubMed] [Google Scholar]
- 362.Yang Y, Zhang Y, Wang B, Guo Q, Yuan Y, Jiang W, Shi L, Yang M, Chen S, Lou X, Zhou X. Chem Sci. 2021;12:4300–4308. doi: 10.1039/D0SC06969H. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 363.Zeng Q, Bie B, Guo Q, Yuan Y, Han Q, Han X, Chen M, Zhang X, Yang Y, Liu M, Liu P, Deng H, Zhou X. Proc Natl Acad Sci USA. 2020;117:17558–17563. doi: 10.1073/pnas.2004121117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 364.Jayapaul J, Komulainen S, Zhivonitko VV, Mareš J, Giri C, Rissanen K, Lantto P, Telkki VV, Schröder L. Nat Commun. 2022;13:1–10. doi: 10.1038/s41467-022-29249-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 365.Liu Z, Pei H, Zhang L, Tian Y. ACS Nano. 2018;12:12357–12368. doi: 10.1021/acsnano.8b06322. [DOI] [PubMed] [Google Scholar]
- 366.Zhang Z, Liu Z, Tian Y. iScience. 2020;23:101344. doi: 10.1016/j.isci.2020.101344. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 367.Zhu A, Qu Q, Shao X, Kong B, Tian Y. Angew Chem Int Ed. 2012;51:7185–7189. doi: 10.1002/anie.201109089. [DOI] [PubMed] [Google Scholar]
- 368.Liu Z, Jing X, Zhang S, Tian Y. Anal Chem. 2019;91:2488–2497. doi: 10.1021/acs.analchem.8b05360. [DOI] [PubMed] [Google Scholar]
- 369.Liu Z, Wang S, Li W, Tian Y. Anal Chem. 2018;90:2816–2825. doi: 10.1021/acs.analchem.7b04934. [DOI] [PubMed] [Google Scholar]
- 370.Liang M, Liu Z, Zhang Z, Mei Y, Tian Y. Chem Sci. 2022;13:4303–4312. doi: 10.1039/D2SC00326K. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 371.Wu Z, Liu M, Liu Z, Tian Y. J Am Chem Soc. 2020;142:7532–7541. doi: 10.1021/jacs.0c00771. [DOI] [PubMed] [Google Scholar]
- 372.Mei Y, Zhang QW, Gu Q, Liu Z, He X, Tian Y. J Am Chem Soc. 2022;144:2351–2359. doi: 10.1021/jacs.1c12959. [DOI] [PubMed] [Google Scholar]
- 373.Gong Z, Liu Z, Zhang Z, Mei Y, Tian Y. CCS Chem. 2022;4:2020–2030. doi: 10.31635/ccschem.021.202101038. [DOI] [Google Scholar]
- 374.Kong B, Zhu A, Ding C, Zhao X, Li B, Tian Y. Adv Mater. 2012;24:5844–5848. doi: 10.1002/adma.201202599. [DOI] [PubMed] [Google Scholar]
- 375.Lavis LD, Raines RT. ACS Chem Biol. 2008;3:142–155. doi: 10.1021/cb700248m. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 376.Li B, Zhao M, Feng L, Dou C, Ding S, Zhou G, Lu L, Zhang H, Chen F, Li X, Li G, Zhao S, Jiang C, Wang Y, Zhao D, Cheng Y, Zhang F. Nat Commun. 2020;11:3102. doi: 10.1038/s41467-020-16924-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 377.Wu J, Shao C, Ye X, Di X, Li D, Zhao H, Zhang B, Chen G, Liu HK, Qian Y. ACS Sens. 2021;6:863–870. doi: 10.1021/acssensors.0c01914. [DOI] [PubMed] [Google Scholar]
- 378.Liu S, Chen C, Li Y, Zhang H, Liu J, Wang R, Wong STH, Lam JWY, Ding D, Tang BZ. Adv Funct Mater. 2020;30:1908125. doi: 10.1002/adfm.201908125. [DOI] [Google Scholar]
- 379.Samanta S, Huang M, Li S, Yang Z, He Y, Gu Z, Zhang J, Zhang D, Liu L, Qu J. Theranostics. 2021;11:2137–2148. doi: 10.7150/thno.53780. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 380.Liu Y, Liu J, Chen D, Wang X, Zhang Z, Yang Y, Jiang L, Qi W, Ye Z, He S, Liu Q, Xi L, Zou Y, Wu C. Angew Chem Int Ed. 2020;59:21049–21057. doi: 10.1002/anie.202007886. [DOI] [PubMed] [Google Scholar]
- 381.Zhang Z, Fang X, Liu Z, Liu H, Chen D, He S, Zheng J, Yang B, Qin W, Zhang X, Wu C. Angew Chem Int Ed. 2020;59:3691–3698. doi: 10.1002/anie.201914397. [DOI] [PubMed] [Google Scholar]
- 382.Liu Y, Lu Y, Chen G, Wang Q. Biotechnol J. 2020;15:2000086. doi: 10.1002/biot.202000086. [DOI] [PubMed] [Google Scholar]
- 383.Yan P, Acker CD, Zhou WL, Lee P, Bollensdorff C, Negrean A, Lotti J, Sacconi L, Antic SD, Kohl P, Mansvelder HD, Pavone FS, Loew LM. Proc Natl Acad Sci USA. 2012;109:20443–20448. doi: 10.1073/pnas.1214850109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 384.Treger JS, Priest MF, Iezzi R, Bezanilla F. Biophysl J. 2014;107:L09–L12. doi: 10.1016/j.bpj.2014.07.054. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 385.Zebibula A, Alifu N, Xia L, Sun C, Yu X, Xue D, Liu L, Li G, Qian J. Adv Funct Mater. 2018;28:1703451. doi: 10.1002/adfm.201703451. [DOI] [Google Scholar]
- 386.Li C, Li W, Liu H, Zhang Y, Chen G, Li Z, Wang Q. Angew Chem Int Ed. 2020;59:247–252. doi: 10.1002/anie.201911803. [DOI] [PubMed] [Google Scholar]
- 387.Chen G, Zhang Y, Peng Z, Huang D, Li C, Wang Q. Nano Res. 2019;12:1321–1326. doi: 10.1007/s12274-019-2283-1. [DOI] [Google Scholar]
- 388.Ast J, Arvaniti A, Fine NHF, Nasteska D, Ashford FB, Stamataki Z, Koszegi Z, Bacon A, Jones BJ, Lucey MA, Sasaki S, Brierley DI, Hastoy B, Tomas A, D’Agostino G, Reimann F, Lynn FC, Reissaus CA, Linnemann AK, D’Este E, Calebiro D, Trapp S, Johnsson K, Podewin T, Broichhagen J, Hodson DJ. Nat Commun. 2020;11:467. doi: 10.1038/s41467-020-14309-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 389.Campbell BC, Nabel EM, Murdock MH, Lao-Peregrin C, Tsoulfas P, Blackmore MG, Lee FS, Liston C, Morishita H, Petsko GA. Proc Natl Acad Sci USA. 2020;117:30710–30721. doi: 10.1073/pnas.2000942117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 390.Qian Y, Piatkevich KD, McLarney B, Abdelfattah AS, Mehta S, Murdock MH, Gottschalk S, Molina RS, Zhang W, Chen Y, Wu J, Drobizhev M, Hughes TE, Zhang J, Schreiter ER, Shoham S, Razansky D, Boyden ES, Campbell RE. Nat Methods. 2019;16:171–174. doi: 10.1038/s41592-018-0294-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 391.Akemann W, Mutoh H, Perron A, Rossier J, Knöpfel T. Nat Methods. 2010;7:643–649. doi: 10.1038/nmeth.1479. [DOI] [PubMed] [Google Scholar]
- 392.Jin L, Han Z, Platisa J, Wooltorton JRA, Cohen LB, Pieribone VA. Neuron. 2012;75:779–785. doi: 10.1016/j.neuron.2012.06.040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 393.Liang T, Wang Q, Li Z, Wang P, Wu J, Zuo M, Liu Z. Adv Funct Mater. 2020;30:1910765. doi: 10.1002/adfm.201910765. [DOI] [Google Scholar]
- 394.Zhong Y, Ma Z, Zhu S, Yue J, Zhang M, Antaris AL, Yuan J, Cui R, Wan H, Zhou Y, Wang W, Huang NF, Luo J, Hu Z, Dai H. Nat Commun. 2017;8:737. doi: 10.1038/s41467-017-00917-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 395.Wang T, Wang S, Liu Z, He Z, Yu P, Zhao M, Zhang H, Lu L, Wang Z, Wang Z, Zhang W, Fan Y, Sun C, Zhao D, Liu W, Bünzli JCG, Zhang F. Nat Mater. 2021;20:1571–1578. doi: 10.1038/s41563-021-01063-7. [DOI] [PubMed] [Google Scholar]
- 396.Liu MH, Zhang Z, Yang YC, Chan YH. Angew Chem Int Ed. 2021;60:983–989. doi: 10.1002/anie.202011914. [DOI] [PubMed] [Google Scholar]
- 397.Qi J, Alifu N, Zebibula A, Wei P, Lam JWY, Peng HQ, Kwok RTK, Qian J, Tang BZ. Nano Today. 2020;34:100893. doi: 10.1016/j.nantod.2020.100893. [DOI] [Google Scholar]
- 398.Scott BB, Thiberge SY, Guo C, Tervo DGR, Brody CD, Karpova AY, Tank DW. Neuron. 2018;100:1045–1058.e5. doi: 10.1016/j.neuron.2018.09.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 399.Yu W, Guo B, Zhang H, Zhou J, Yu X, Zhu L, Xue D, Liu W, Sun X, Qian J. Sci Bull. 2019;64:410–416. doi: 10.1016/j.scib.2019.02.019. [DOI] [PubMed] [Google Scholar]
- 400.Yu X, Feng Z, Cai Z, Jiang M, Xue D, Zhu L, Zhang Y, Liu J, Que B, Yang W, Xi W, Zhang D, Qian J, Li G. J Mater Chem B. 2019;7:6623–6629. doi: 10.1039/C9TB01381D. [DOI] [PubMed] [Google Scholar]
- 401.Sych Y, Chernysheva M, Sumanovski LT, Helmchen F. Nat Methods. 2019;16:553–560. doi: 10.1038/s41592-019-0400-4. [DOI] [PubMed] [Google Scholar]
- 402.Takezaki M, Kawakami R, Onishi S, Suzuki Y, Kawamata J, Imamura T, Hadano S, Watanabe S, Niko Y. Adv Funct Mater. 2021;31:2010698. doi: 10.1002/adfm.202010698. [DOI] [Google Scholar]
- 403.Pisano F, Pisanello M, Lee SJ, Lee J, Maglie E, Balena A, Sileo L, Spagnolo B, Bianco M, Hyun M, De Vittorio M, Sabatini BL, Pisanello F. Nat Methods. 2019;16:1185–1192. doi: 10.1038/s41592-019-0581-x. [DOI] [PubMed] [Google Scholar]
- 404.Nguyen T, Kim M, Gwak J, Lee JJ, Choi KY, Lee KH, Kim JG. J Biophotonics. 2019;12:e201800298. doi: 10.1002/jbio.201800298. [DOI] [PubMed] [Google Scholar]
- 405.Husain SF, Yu R, Tang TB, Tam WW, Tran B, Quek TT, Hwang SH, Chang CW, Ho CS, Ho RC. Sci Rep. 2020;10:1–9. doi: 10.1038/s41598-020-66784-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 406.Feng E, Zheng T, He X, Chen J, Tian Y. Sci Adv. 2018;4:eaau3494. doi: 10.1126/sciadv.aau3494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 407.Zhou Y, Gu Q, Qiu T, He X, Chen J, Qi R, Huang R, Zheng T, Tian Y. Angew Chem Int Ed. 2021;60:26260–26267. doi: 10.1002/anie.202112367. [DOI] [PubMed] [Google Scholar]
- 408.Feng E, Tian Y. Chem Res Chin Univ. 2021;37:989–1007. doi: 10.1007/s40242-021-1263-7. [DOI] [Google Scholar]
