Tyrodes solution in a custom-built imaging chamber as described previously. Images were acquired

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Supplemental Material Supplemental Methods Electrical stimulation of CX-G3-labeled hippocampal neurons Following 5 min incubation in 0.5 µm CX-G3 and washes, 18-20 DIV neurons were imaged in normal Tyrodes solution in a custom-built imaging chamber as described previously. Images were acquired every 5 seconds over a 5 min timecourse, under baseline conditions or in the presence of electrical stimulation (10Hz, 60 seconds; 10 mamp current, 1 msec pulse width), administered following the first 3 images (15 sec into timecourse). To calculate the change in CX-G3 fluorescence intensity over time, we used the Time Series Analyzer V 2.0 plugin (Balaji) in Image J. Fluorescence intensity for each punctum at any given time t (Ft) was expressed as a fraction of its starting fluorescence (F0) using the equation: (Ft-F0)/F0. These values were averaged for all puncta in a field of view and normalized to the peak fluorescence intensity, making 1 the highest value. Triton X-100 extraction For 18-20 DIV hippocampal neurons labeled with CX-G3 and imaged in Tyrodes solution, images were acquired before and after application of 0.01% Triton X-100. CX-G3 labeling in astrocyte cultures Astrocytes were prepared as previously described 1, plated into 96-well plates coated with poly-l-lysine, and imaged after 1 week in culture. Prior to imaging, cells were incubated with 2 µm CX-G3 and 5 µm Calcein AM (Thermofisher) for visualization.

Tables Table S1. Colocalization of GFP-Syn and mch-rab3 with synaptic and non-synaptic markers. Marker protein Fraction colocalization with GFP-Syn (avg +/- STD) Fraction colocalization with mch-rab3 (avg +/- STD) MAP2 0.158 0.194 (cell body/dendrite) +/- 0.03 +/- 0.01 LAMP1 0.119 0.126 (lysosome) +/- 0.06 +/- 0.02 SV2 0.595 -- (synaptic) +/- 0.12 VGLUT1 0.607 -- (synaptic) +/- 0.17 Synaptophysin -- 0.649 (synaptic) +/- 0.08 Synapsin -- 0.834 (synaptic) +/- 0.07 GFP 1.05 -- (control for GFP-Syn) +/- 0.11 mcherry -- 0.876 (control for mch-rab3) +/- 0.12

Table S2. Organization of fluorescent dyes into groups, based on excitation/emission wavelength, for high-throughput screening Filter combination Number of compounds Number of 96wells Synaptic marker used plates CFP:YFP 503 6 mcherry-rab3 DAPI:Cy3 80 1 mcherry-rab3 DAPI:FITC 961 12 mcherry-rab3 FITC:Cy3 669 8 mcherry-rab3 FITC:FITC 633 8 mcherry-rab3 FITC:YFP 831 10 mcherry-rab3 YFP:YFP 38 1 mcherry-rab3 CFP:Cy3 324 4 GFP-Synapsin Cy3:Cy3 311 4 GFP-Synapsin Cy5:Cy3 31 1 GFP-Synapsin DAPI:CFP 401 5 GFP-Synapsin DAPI:DAPI 401 5 GFP-Synapsin dsred:dsred 968 12 GFP-Synapsin FITC:TexasRed 82 1 GFP-Synapsin TexasRed:Cy5 94 2 GFP-Synapsin TexasRed:TexasRed 665 9 GFP-Synapsin

Table S3. List of hit compounds from each group, with group average mean colocalization and hit threshold (** = groups that exhibited significant bleedthrough into synaptic marker channel) Filter combination Mean colocalization with synaptic marker Hit threshold (StdDev >2.5) Number of hits (StdDev >2.5) FITC:Cy3** 33.8 % 86.8 % 4 Cy3:Cy3** 29 % 73.0 % 2 dsred:dsred 24.9 % 67.4 % - CFP:Cy3** 14.5 % 63.5 % 4 TexasRed:TexasRed 24.7 % 62.2 % 1 FITC:YFP ** 18.6 % 59.6 % 3 Cy5:Cy3 25.5 % 58.7 % - FITC:FITC 15.3 % 56.2 % - TexasRed:Cy5 27.4 % 56.2 % - YFP:YFP 16.2 % 52.6 % - DAPI:FITC 12.4 % 49.8 % 1 CFP:YFP ** 13.9 % 47.9 % 3 DAPI:Cy3 13.3 % 44.6 % 3 DAPI:CFP 8.6 % 27.8 % 8 FITC:TexasRed 3.1 % 25.8 % 2 DAPI:DAPI 4.1 % 25.1 % 22 Table S4. Colocalization of CX compounds with GFP-Synapsin, arranged from highest to lowest average fraction colocalization, for 3 experiments Compound Name Expt. 1 Expt. 2 Expt. 3 Average colocalization STDEV CX-G3 0.400091624 0.35887369 0.330652323 0.363205879 0.03492177 CX-D10 0.332167577 0.37816616 0.371329948 0.360554562 0.024820337 CX-D5 0.344172452 0.368942561 0.348666409 0.353927141 0.013196441 CX-A6 0.347260702 0.336724169 0.36113565 0.348373507 0.012243727 CX-E3 0.383308985 0.372455505 0.273921309 0.3432286 0.060266698 CX-E6 0.362289168 0.332792115 0.305939387 0.333673557 0.028185229 CX-A4 0.340068341 0.337636462 0.292401054 0.323368619 0.026846249 CX-A8 0.295907985 0.336455464 0.334761601 0.322375017 0.022936763

CX-B9 0.329788244 0.325802873 0.3001188 0.318569972 0.016102954 CX-B11 0.308280392 0.321880349 0.262925852 0.297695531 0.030869688 CX-F8 0.262217893 0.316582542 0.305546188 0.294782208 0.028736322 CX-D6 0.269480519 0.329993605 0.274290557 0.291254894 0.033634802 CX-D11 0.293083573 0.306454272 0.260283092 0.286606979 0.023757192 CX-D8 0.301872752 0.316968915 0.240726589 0.286522752 0.040372515 CX-E5 0.305103931 0.311484305 0.24026863 0.285618955 0.039403887 CX-C4 0.313543381 0.287095336 0.228452656 0.276363791 0.043548621 CX-E2 0.286845579 0.298420294 0.238445724 0.274570532 0.031815795 CX-G6 0.30675619 0.271348448 0.235994699 0.271366446 0.035380749 CX-C7 0.20177268 0.372809228 0.237732815 0.270771574 0.090177852 CX-A2 0.227790815 0.290228977 0.287364352 0.268461381 0.035250855 CX-A7 0.272355541 0.268108062 0.26480874 0.268424114 0.003783314 CX-G4 0.261982186 0.284447917 0.254360214 0.266930106 0.015642215 CX-E4 0.276600955 0.248416548 0.256436267 0.26048459 0.014521773 CX-D2 0.249287536 0.267239046 0.25713439 0.257886991 0.008999388 CX-A11 0.169431759 0.271175391 0.30620577 0.24893764 0.071046961 CX-C11 0.273662551 0.238315238 0.207543925 0.239840571 0.033085694 CX-B10 0.223882839 0.229948854 0.201726488 0.218519394 0.014855989 CX-A5 0.211844031 0.213865977 0.226887948 0.217532652 0.008164756 CX-C3 0.244762514 0.228802685 0.156312577 0.209959259 0.047139727 CX-D4 0.211501597 0.201562449 0.212182162 0.208415403 0.005944579 CX-B7 0.209573514 0.214468881 0.196198235 0.206746877 0.009457618 CX-E9 0.168491891 0.257078524 0.187798049 0.204456155 0.046583444 CX-H3 0.222857143 0.26364841 0.125556955 0.204020836 0.070946581 CX-B4 0.219330105 0.224126635 0.150895296 0.198117345 0.040965756 CX-B5 0.197003478 0.204168032 0.175157252 0.192109587 0.015111882 CX-C6 0.197344322 0.194346674 0.172707889 0.188132962 0.013442326 CX-B8 0.191304348 0.206979475 0.147796589 0.182026804 0.030662813 CX-H2 0.235697607 0.240964139 0.032258065 0.169639937 0.119005329 CX-B2 0.159160789 0.187548905 0.122838106 0.156515933 0.032436373 CX-H6 0.1697385 0.191867759 0.107667043 0.156424434 0.043650755 CX-C5 0.137692839 0.199177768 0.125581321 0.154150643 0.039462054 CX-C2 0.138428918 0.174863828 0.128513383 0.14726871 0.024406912 CX-A10 0.19108663 0.13199922 0.112741396 0.145275749 0.040825159 CX-B6 0.148930154 0.177660302 0.10101998 0.142536812 0.038718095 CX-A3 0.108695652 0.141789647 0.131479897 0.127321732 0.016934311 CX-H11 0.132135704 0.130083251 0.094606049 0.118941668 0.021100235 CX-F5 0.126860088 0.119274363 0.107762467 0.117965639 0.009615839 CX-G11 0.120705475 0.13121043 0.084410093 0.112108666 0.024555992 CX-H10 0.122125095 0.120981777 0.083070518 0.108725797 0.022225476 CX-C9 0.087229331 0.108337436 0.10485418 0.100140316 0.011316069 CX-C8 0.091809267 0.110867474 0.088861468 0.097179403 0.011945495

CX-F4 0.096732673 0.09429083 0.095372796 0.095465433 0.001223554 CX-B3 0.119477588 0.089790455 0.053502544 0.087590196 0.03304251 CX-G9 0.088948606 0.103500863 0.03922309 0.077224186 0.033704666 CX-D7 0.069134292 0.091011942 0.058659218 0.072935151 0.016507864 CX-G10 0.074237856 0.070176239 0.022324578 0.055579558 0.02887117

Figure S1: CX compound lipophilicity vs. number of puncta A) Heat map of Q4 plate, showing side chain structures of CX xanthone compounds. Darker color corresponds to higher number of puncta that colocalize with GFP-Syn. B) Plot of xanthone compound side chain calculated lipophilicity (LogP) vs. number of puncta that colocalize with GFP-Syn. CX-G3 and other compounds with high colocalization are highlighted in red. Note that the side chain of CX-G3 has a LogP value of 3.27. C) Graph of LysoTracker colocalization with GFP-Synapsin (fraction of LysoTracker puncta containing GFP signal). Colocalization of LysoTracker with GFP-Synapsin in randomized images (depicted with *) are included for comparison (n=12 images acquired from two independent batches of neurons). Figure S2: Properties of CX-G3 labeling in neurons A) Images of CX-G3 in hippocampal neurons at t=5 sec (1 st image) and t=5 min (60 th image), from a 5- minute timecourse in which images were acquired every 5 sec and neurons were not subject to electrical stimulation (control condition), in contrast to panels C and D. Size bar is 10 µm. B) Quantification of normalized CX-G3 fluorescence intensity over time in this image series (see Supplemental Methods for details of analysis). Red arrows indicate t=5 sec and t=5 min. No photobleaching is observed; CX-G3 fluorescence actually increases slightly over the timecourse as indicated on the graph. Similar results were obtained for 4 fields of view, each from a different coverslip. C-D) Similar to A and B, but for a timecourse in which neurons were electrically stimulated (10Hz, 1 min; red bar in D) to induce synaptic vesicle recycling. Very little change in fluorescence intensity was observed during or after stimulation. Similar results were obtained from 4 fields of view, each from a different coverslip. Size bar is 10 µm. E) Images showing CX-G3 labeling in hippocampal neurons before and after mild detergent extraction with 0.01% Triton X-100. Note that Triton removes virtually all of the CX-G3 signal. Size bar is 10 µm. F)

Fluorescence excitation spectrum of CX-G3 obtained on the two-photon microscope. G) Images of CX- G3 labeling in glia. Cultured astrocytes were labeled with calcein dye (green) together with CX-G3. Note that CX-G3 exhibits a perinuclear labeling pattern in astrocytes. Size bar is 10 µm. 1. Cortese, G. P.; Zhu, M.; Williams, D.; Heath, S.; Waites, C. L., Parkin Deficiency Reduces Hippocampal Glutamatergic Neurotransmission by Impairing AMPA Receptor Endocytosis. J Neurosci 2016, 36 (48), 12243-12258.

a General Structure A Side Chains 2 3 4 5 6 7 8 9 10 11 149194 49154 303747 149195 329131 240544 256760 162022 133974 101040 B 76948 71235 139540 112074 66883 116227 69734 241923 139650 249154 C 67113 165550 195682 54527 119740 122517 20015 29178 81831 196376 D 184073 58109 138682 238217 185461 14205 212620 95309 285579 244692 E 186674 346874 164243 229452 323974 97656 78143 92577 6184 5907 F 6293 4161 31003 44247 1488 11857 155908 27381 71895 37181 G 70 340690 199970 3362 178517 9768 14091 29293 21104 26292 b H 140492 100230 7219 4250 83690 3072 9474 30665 44850 54080 c Lysotracker vs egfp-synapsin colocalization with GFP-Synapsin 0.6 Lyso Colocalization 0.4 0.2 0.0

a t=10 sec t=5 min b Fluorescence over time 1.5 1 0.5 0-0.5-1 -1.5 c t=10 sec t=5 min d 2 1 0-1 -2 Fluorescence over time 10 Hz f CX-G3 2P Excitation e CX-G3, baseline CX-G3, +0.01% Triton 1.0 0.5 0.0 600 700 800 900 1000 1100 Wavelength (nm) g Calcein CX-G3, 2 µm Merge