Cyt‐Geist: Current and Future Challenges in Cytometry: Reports of the CYTO 2018 Conference Workshops

Name: Work Video:
Duration: 3 min 30 s
Kamila Czechowska; Joanne Lannigan; Lili Wang; Judith Arcidiacono; Thomas M. Ashhurst; Ruth M. Barnard; Steven R. Bauer; Cláudia Bispo; Diana L. Bonilla; Ryan R. Brinkman; Maciej Cabanski; Hyun‐Dong Chang; Lina Chakrabarti; Grace Chojnowski; Bunny Cotleur; Heba Degheidy; Gelo Victoriano Dela Cruz; Steven Eck; John T. Elliott; Rachel J. Errington; Andy Filby; Dominic Gagnon; Rui Gardner; Cherie Green; Michael Gregory; Christopher J. Groves; Christopher Hall; Frederik Hammes; Michael N. Hedrick; Robert S. Hoffman; Jaroslav Icha; Johanna Ivaska; Dominic C. Jenner; Derek D. Jones; Frederiek‐Maarten Kerckhof; Christian Kukat; David Lanham; Silas J. Leavesley; Michael Lee; Sheng Lin‐Gibson; Virginia Litwin; Yanli Liu; Jenny Molloy; Jonni S. Moore; Susann Müller; Jakub Nedbal; Raluca Niesner; Nao Nitta; Betsy M. Ohlsson‐Wilhelm; Nicole Paul; Stephen P. Perfetto; Ziv Portat; Ruben Props; Stefan Radtke; Radhika Rayanki; Aja M. Rieger; Samson Rogers; Peter Rubbens; Robert Salomon; Matthias Schiemann; John C. Sharpe; Søren Ulrik Sønder; Jennifer J. Stewart; Yongliang Sun; Henning Ulrich; Gert Van Isterdael; Alessandra Vitaliti; Caryn van Vreden; Michael Weber; Jakob Zimmermann; Giacomo Vacca; Paul K. Wallace; Attila Tárnok
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3342, 3367, 3396, 3435, 3486, 3491, 3523, 3548, 3565, 3575, 3586, 3590, 3611, 3647, 3684, 3694, 3705, 3710, 3730, 3769, 3795, 3812, 3818, 3829, 3832, 3897, 3918, 3941, 3954, 3986, 4004, 4025, 4105, 4156, 4228, 4322, 4340, 4361], 'Future': [4, 51], 'Challenges': [5], 'in': [6, 26, 41, 80, 171, 179, 209, 220, 260, 279, 334, 365, 400, 407, 503, 507, 516, 564, 577, 581, 605, 609, 613, 624, 642, 700, 728, 758, 813, 824, 844, 870, 1019, 1023, 1041, 1122, 1210, 1228, 1279, 1330, 1363, 1404, 1452, 1560, 1595, 1599, 1667, 1763, 1822, 1827, 1848, 1931, 1949, 1960, 1978, 2004, 2078, 2106, 2173, 2178, 2187, 2251, 2336, 2373, 2458, 2622, 2703, 2802, 2868, 2957, 3044, 3112, 3143, 3313, 3436, 3659, 3664, 3759, 3771, 3838, 3951, 3977, 4044, 4163, 4242, 4250, 4289], 'Cytometry': [7, 19, 25, 42, 55, 92, 173, 177, 221, 245, 1107, 1109, 2528, 2546, 2612], '601': [8, 12, 16, 23], 'Chapter': [9, 13, 57, 62, 71, 132, 136, 143, 191, 195, 199, 228], '01:': [10], 'Trends': [11, 20, 59], '01': [14, 58], 'Introduction': [15, 73, 145, 201], 'WS18:': [17], 'Flow': [18, 54, 91, 172, 176, 1106], 'Drivers': [22, 933], 'WS06:': [24], 'the': [27, 30, 110, 239, 247, 253, 303, 307, 310, 323, 339, 355, 380, 396, 409, 421, 425, 434, 438, 442, 447, 450, 463, 466, 484, 510, 513, 560, 603, 625, 659, 671, 684, 695, 714, 795, 806, 834, 871, 878, 883, 937, 956, 959, 962, 974, 989, 994, 1016, 1020, 1024, 1027, 1030, 1038, 1044, 1066, 1076, 1093, 1097, 1117, 1129, 1151, 1167, 1173, 1188, 1194, 1196, 1207, 1234, 1243, 1251, 1261, 1269, 1282, 1291, 1311, 1317, 1331, 1335, 1349, 1375, 1383, 1389, 1405, 1422, 1425, 1459, 1464, 1491, 1510, 1516, 1522, 1530, 1537, 1545, 1548, 1553, 1572, 1668, 1707, 1710, 1716, 1730, 1741, 1757, 1769, 1776, 1808, 1811, 1828, 1837, 1852, 1914, 1932, 1941, 1956, 1972, 1976, 1981, 1986, 1991, 1995, 2008, 2012, 2042, 2052, 2064, 2114, 2124, 2138, 2153, 2174, 2179, 2188, 2193, 2224, 2239, 2243, 2246, 2259, 2276, 2281, 2295, 2313, 2316, 2337, 2345, 2355, 2367, 2379, 2421, 2427, 2459, 2467, 2472, 2502, 2521, 2525, 2539, 2543, 2576, 2609, 2623, 2628, 2634, 2679, 2682, 2744, 2779, 2783, 2786, 2799, 2803, 2869, 2893, 2904, 2907, 2915, 2927, 2940, 2951, 2954, 2958, 2979, 2992, 3001, 3007, 3016, 3039, 3080, 3102, 3113, 3123, 3126, 3128, 3150, 3156, 3198, 3209, 3218, 3227, 3249, 3254, 3258, 3270, 3276, 3279, 3282, 3287, 3314, 3328, 3348, 3356, 3375, 3382, 3416, 3437, 3442, 3445, 3466, 3477, 3573, 3576, 3636, 3640, 3656, 3690, 3766, 3797, 3805, 3839, 3868, 3900, 3975, 3978, 4019, 4037, 4050, 4069, 4078, 4081, 4100, 4120, 4142, 4147, 4164, 4183, 4189, 4192, 4198, 4237, 4251, 4269, 4284, 4290, 4300, 4303, 4313, 4347], 'Era': [28], 'of': [29, 52, 102, 113, 127, 186, 244, 252, 272, 350, 368, 411, 446, 458, 465, 494, 548, 600, 627, 637, 697, 733, 740, 747, 794, 805, 836, 840, 877, 885, 894, 906, 916, 926, 936, 1007, 1029, 1099, 1119, 1128, 1150, 1153, 1169, 1178, 1236, 1245, 1285, 1302, 1313, 1368, 1374, 1379, 1386, 1407, 1518, 1571, 1590, 1608, 1642, 1647, 1756, 1782, 1810, 1831, 1840, 1855, 1868, 1906, 1913, 1934, 1985, 1994, 2010, 2014, 2021, 2034, 2054, 2067, 2086, 2117, 2195, 2227, 2245, 2261, 2278, 2298, 2304, 2315, 2369, 2381, 2474, 2527, 2545, 2571, 2611, 2619, 2655, 2672, 2695, 2709, 2766, 2771, 2785, 2828, 2841, 2879, 2906, 2929, 2942, 2962, 3010, 3019, 3060, 3062, 3125, 3208, 3217, 3278, 3289, 3303, 3317, 3330, 3468, 3519, 3625, 3642, 3667, 3683, 3762, 3782, 3907, 3997, 4000, 4006, 4039, 4046, 4080, 4119, 4146, 4150, 4166, 4186, 4188, 4195, 4201, 4220, 4224, 4230, 4239, 4254, 4271, 4302, 4312, 4380, 4393], 'Human': [31, 673, 1318, 1777, 2503], 'Cell': [32, 225, 674, 1319, 2504], 'Atlas': [33, 675, 1320, 1338], '000': [34, 166], 'WS07:': [35], 'CYTO': [36, 248, 319, 342, 422, 708, 2430, 2751, 2788, 2791, 2930, 3011, 3304, 3352, 3404, 3417, 3433, 3446, 3462, 3500, 3528, 3629, 3676, 3699, 3733, 3774, 3806, 3823, 3858, 3869, 3888, 3932, 3989, 4013], 'Lab': [37, 709, 2752, 2792, 2854, 2931, 3012, 3305, 3353, 3378, 3405, 3501, 3529, 3630, 3677, 3700, 3734, 3775, 3824, 3859, 3870, 3889, 3933, 4014], 'Hacks:': [38], 'Inspiring': [39], 'Innovation': [40, 2789, 3418, 3434, 3807], 'Through': [43], 'Open': [44, 705, 2565, 2586, 2620, 2805, 3841], 'Collaboration': [45], '605': [46], 'WS15:': [47], 'The': [48, 184, 345, 522, 647, 689, 731, 745, 768, 791, 976, 1000, 1113, 1415, 1445, 1470, 1583, 1606, 1640, 1766, 1780, 1963, 2032, 2383, 2605, 2830, 2851, 2920, 2933, 3055, 3106, 3160, 3206, 3229, 3246, 3261, 3301, 3532, 3651, 3754, 3935, 4350], 'Status': [49], 'Microbiome': [53], '607': [56], 'Conclusion': [60, 134, 193, 230], '610': [61, 70, 74], '02:': [63], 'Shared': [64, 82, 115, 531, 1351, 2548], 'Resource': [65, 83, 116, 532, 1352, 2549], 'Laboratory': [66, 84, 117, 533], '(SRL)': [67, 85, 118, 534], 'Best': [68, 121, 535], 'Practices': [69, 122], '02': [72, 133], 'WS01:': [75], 'Balancing': [76], 'Science': [77, 706, 2566, 2587, 2621, 2806, 3842], 'Service': [79], 'a': [81, 114, 128, 348, 491, 546, 588, 597, 702, 801, 825, 830, 867, 1147, 1211, 1408, 1412, 1587, 1645, 1783, 1788, 1799, 1816, 1866, 2037, 2132, 2218, 2231, 2265, 2302, 2572, 2645, 2707, 2825, 2845, 2877, 2981, 2987, 3058, 3091, 3165, 3188, 3236, 3323, 3411, 3455, 3458, 3623, 3643, 3739, 3760, 3885, 3965, 3998, 4023, 4042, 4206, 4217, 4309], '611': [86], 'WS02:': [87], 'A': [88, 817, 1010, 1754, 2769, 3066, 3905, 4294, 4329], 'Successful': [89, 111], 'Imaging': [90], 'Facility:': [93], 'Guidelines': [94], 'for': [95, 123, 242, 257, 286, 453, 725, 1718, 1732, 2137, 2220, 2267, 2357, 2409, 2419, 2446, 2455, 2496, 2524, 2542, 2608, 2649, 2761, 2860, 2914, 3027, 3132, 3141, 3344, 3351, 3499, 3602, 3645, 3703, 3887, 3931, 3974, 4029, 4059, 4064, 4074, 4279, 4337, 4364], 'Management': [96], 'Publication': [98], '613': [99], 'WS05:': [100], 'Identification': [101], 'Areas': [103], 'Where': [104], 'Software': [105], 'Tools': [106], 'Can': [107], 'Contribute': [108], 'to': [109, 154, 295, 328, 387, 392, 431, 436, 461, 475, 483, 553, 657, 679, 691, 716, 736, 798, 821, 851, 865, 943, 966, 973, 1057, 1071, 1091, 1095, 1125, 1146, 1164, 1198, 1225, 1267, 1281, 1326, 1393, 1420, 1434, 1487, 1495, 1498, 1536, 1670, 1675, 1687, 1690, 1698, 1721, 1819, 1850, 1864, 1940, 1974, 2007, 2040, 2083, 2090, 2095, 2109, 2205, 2216, 2236, 2238, 2242, 2255, 2271, 2293, 2323, 2332, 2340, 2351, 2397, 2404, 2414, 2426, 2434, 2462, 2484, 2512, 2662, 2678, 2692, 2798, 2823, 2835, 2892, 2936, 2948, 2972, 2976, 2999, 3005, 3037, 3046, 3079, 3100, 3134, 3197, 3269, 3326, 3429, 3440, 3457, 3464, 3472, 3479, 3509, 3538, 3559, 3572, 3638, 3654, 3670, 3788, 3793, 3809, 3826, 3828, 3848, 3878, 3894, 3926, 3947, 3981, 4016, 4056, 4068, 4103, 4138, 4158, 4181, 4307], 'Operation': [112], '617': [119], 'WS10:': [120], 'Development': [124], 'Implementation': [126], 'CyTOF': [129], 'Core': [130], '619': [131], '621': [135], '03:': [137], 'Quality': [138, 537], 'Assurance': [139, 170, 538], 'Reproducibility': [141, 149], '622': [142, 146, 160], '03': [144, 192], 'WS03:': [147], 'Dr.': [148, 874, 891, 903, 913, 923, 2416, 2436, 2443, 2452, 2486, 2489, 2493], 'or:': [150], 'How': [151], 'I': [152], 'Learned': [153], 'Stop': [155], 'Worrying': [156], 'Love': [158], 'Validation.': [159], 'WS09:': [161], 'Control': [162], 'Cells': [163], 'or': [164, 317, 857, 862, 1051, 1689, 2023, 2177, 2400, 2720, 2741, 3599, 3616, 3622], 'Not': [165], 'WS13:': [167], 'Building': [168], 'Measurement': [169], '626': [174], 'WS11:': [175], 'Application': [178], 'Multi-Center': [180], 'Global': [181, 2804, 3840], 'Clinical': [182], 'Studies:': [183], 'Importance': [185], 'Standardization': [187], 'Harmonization': [189], '630': [190], '632': [194, 198, 202, 206], '04:': [196], 'Technology': [197], '4': [200, 1598], 'WS12:': [203], 'Inducible': [204], 'Biomarkers': [205], 'WS14:': [207], 'Phototoxicity': [208], 'Live': [210], 'Fluorescence': [211], 'Imaging—Understanding,': [212], 'Quantifying': [213], 'Minimizing': [215], 'It': [216, 267, 2810], '634': [217], 'WS08:': [218], 'Aptamers': [219], '637': [222], 'WS16:': [223], 'Therapeutic': [224], 'Sorting': [226, 1104], '638': [227], '04': [229], '641': [231, 234, 236], 'Final': [232], 'Conclusions': [233], 'References': [235], 'Organized': [237], 'by': [238, 305, 519, 953, 1132, 1348, 1430, 2112, 2520, 2538, 2626, 2736, 2743, 3240, 3410, 3415, 3544, 3661, 3765, 3938], 'International': [240, 2522, 2540, 2606], 'Society': [241, 2523, 2541, 2607], 'Advancement': [243, 2526, 2544, 2610], '(ISAC),': [246], 'conference': [249, 423, 3081], 'is': [250, 268, 290, 524, 545, 1026, 1074, 1162, 1277, 1356, 1472, 1665, 1768, 1787, 1804, 1836, 1862, 1952, 1958, 2126, 2131, 2162, 2518, 2536, 2567, 2597, 3613, 3653, 3736, 3756, 4197], 'one': [251, 283, 1502, 1655, 4391], 'most': [254, 807], 'important': [255, 1824, 3497], 'events': [256], 'everyone': [258], 'interested': [259], 'cytometry': [261, 273, 335, 356, 517, 578, 615, 651, 660, 729, 735, 751, 777, 815, 1077, 1085, 1133, 1220, 1460, 1742, 1803, 1841, 1925, 1936, 2035, 2056, 2158, 2180, 2189, 2232, 2262, 2318, 2327, 2375, 2656, 2674, 2696, 2729, 2767, 2842, 2945, 3053, 3064, 3087, 3331, 3604, 3607, 3649, 3660, 3692, 3979, 4030, 4154, 4179, 4240, 4275, 4398], 'quantitative': [263], 'single': [264, 565, 1915], 'cell': [265, 566, 631, 1305, 1329, 1369, 1623, 1785, 1916, 1967, 2079, 2081], 'analysis.': [266, 932], 'an': [269, 719, 1126, 1323, 1568, 1738, 2330, 2406, 2568, 2616, 2755, 3097, 3214, 3397, 3751, 3779, 3880], 'annual': [270], 'assembly': [271], 'experts': [274, 848], 'as': [275, 277, 358, 472, 474, 490, 670, 718, 980, 984, 986, 1083, 1135, 1250, 1260, 1290, 1316, 1652, 1815, 1904, 1955, 2140, 2142, 2263, 2364, 2366, 2449, 2451, 2591, 2706, 2754, 2871, 3213, 3496, 3527, 3554, 3836, 4041, 4335], 'well': [276, 473, 985, 2141, 2365, 2450, 4336], 'novices': [278], 'this': [280, 393, 556, 582, 1042, 1609, 1680, 1823, 2287, 2305, 2463, 2747, 2776, 2858, 3145, 3202, 3800, 4061, 4258], 'field—all': [281], 'having': [282], 'common': [284, 2846, 3966], 'denominator—passion': [285], 'cytometry.': [287, 569, 610, 921, 1179, 1381, 2069, 2229, 2300, 4174, 4389], 'This': [288, 487, 1664, 1951, 3273, 4133], 'meeting': [289], 'not': [291, 419, 2074, 2392, 2722, 2737], 'only': [292, 3140], 'unique': [293, 1853, 4193], 'possibility': [294], 'learn': [296, 3038], 'new,': [297], 'exciting': [298, 2407], 'cutting-edge': [299], 'research': [300, 772, 1591, 1610, 2577, 2710], 'directly': [301], 'from': [302, 683, 988, 993, 1047, 1069, 1529, 1544, 1552, 1775, 1807, 2148, 2258, 2579, 2778, 3248, 3698, 4099, 4268, 4355], 'source': [304, 3031, 3920], 'attending': [306], 'Frontiers': [308], 'State-Of-The-Art': [311], 'lectures,': [312], 'research,': [313], 'technology': [315, 1942, 1957], 'sessions,': [316], 'Tutorials.': [318], 'conferences': [320], 'are': [321, 379, 398, 579, 863, 1089, 1309, 1372, 1928, 1946, 2001, 2073, 2202, 2213, 2348, 2643, 2688, 2935, 3110, 3320, 3428, 3595, 3785, 3821, 4287], 'also': [322, 2203, 2482, 3475, 4260], 'best': [324, 2371, 3929], 'possible': [325, 1863, 2510], 'live': [326, 467, 3241, 3259, 3271, 4295], 'forum': [327, 724, 2760, 2777, 3746], 'discuss': [329, 361], 'current': [330, 511, 575, 1859], 'emerging': [332, 1080, 1154, 2065, 2225, 3983, 4148], 'challenges': [333, 515, 623, 641, 884, 1152, 1428, 1443, 1930, 1964, 1999, 2240], 'associated': [336], 'sciences': [337, 2625], 'at': [338, 501, 665, 803, 828, 1206, 1310, 1581, 1910, 2280, 2429, 2725, 3444, 3988, 4262, 4283, 4299], 'utmost': [340], 'interactive': [341, 1569, 4370], 'formats—the': [343], 'Workshops.': [344], 'Workshops': [346], 'attract': [347], 'lot': [349], 'attention': [351], 'within': [352, 3747, 3799, 3960, 4141, 4205], 'outside': [354], 'community': [357, 562, 604, 661, 749, 2190, 2319, 2683, 3470, 3578, 3584, 3632, 3693, 3726, 3980, 4145, 4152], 'they': [359, 595, 1136, 1439, 1920, 2170], 'generally': [360], 'where': [362, 1682, 2163, 2192], 'we': [363, 429, 1399, 2234, 2285, 2290, 2642, 2749, 4357], 'stand': [364], 'specific': [366, 1045], 'fields': [367, 760], 'interest,': [369, 2087], 'how': [370, 1159, 1438, 2051, 4264], 'problems': [371, 3373], 'can': [372, 1299, 1449, 1476, 1557, 1575, 1672, 1760, 2291, 2588, 4116, 4215], 'be': [373, 1450, 1477, 1496, 1558, 1576, 1761, 1798, 1922, 2110, 2171, 2398, 2589, 2795, 2812, 2821, 2834, 3401, 3408, 3430, 3507, 3892, 3924, 3945, 3958, 3972, 3992, 4117, 4344], 'addressed': [374, 909, 4282], 'solved,': [376], 'what': [378, 1388], 'future': [381, 514, 607, 2408, 2870, 3008, 4338], 'development': [382, 2765, 2928, 3009, 3641, 3755], 'areas': [383, 835], 'demands.': [385], 'Due': [386], 'limited': [388, 2075], 'time': [389, 3172], 'frame': [390], 'allocated': [391], 'format;': [394], 'however,': [395, 1276], 'workshops': [397, 410, 435, 496, 571, 3471], 'run': [399], 'parallel': [401], 'so': [402], 'sometimes': [403], 'attendees': [404, 800], 'cannot': [405], 'participate': [406, 1821], 'all': [408, 433, 1905], 'their': [412, 946, 1142, 1653, 2394, 2447, 2701, 2733, 2897, 3719, 4065, 4075], 'interest.': [413], 'Moreover,': [414], 'those': [415, 2143, 2334, 3928], 'who': [416], 'could': [417, 4266, 4343], 'have': [418, 860, 1344, 2145, 3388, 4235, 4247], 'join': [420], 'miss': [424], 'content': [426, 1873, 3277], 'entirely.': [427], 'Therefore,': [428, 2698], 'decided': [430], 'summarize': [432], 'disseminate': [437, 2723], 'information': [439, 2974], 'provided': [440], 'state-of-the': [443], 'art': [444], 'view': [445], 'community.': [448, 2745, 4208], 'Thus,': [449], 'main': [451, 470, 792], 'reason': [452], 'creating': [454, 3322], 'such': [455, 669, 1082, 1249, 1259, 1289, 1315, 4231], 'combined': [456], 'summary': [457, 492, 547], 'reports': [459], 'was': [460, 686, 711, 743, 752, 771, 797, 820, 939, 951, 964, 1034, 1418, 1611, 2308, 2509, 3075, 3130, 3138, 3153, 3162, 3211, 3233, 3251, 3633, 4297, 4332], 'keep': [462], 'record': [464], 'discussions': [468, 1759, 2498], 'conclusions': [471], 'propose': [476], 'eventual': [477], 'guidelines': [478], 'make': [480, 2206, 2949], 'them': [481, 2713, 2724], 'available': [482, 3157], 'broader': [485, 1829], 'public.': [486], 'manuscript': [488, 523, 2859], 'serves': [489], 'report': [493, 559], '16': [495, 1602], '(WS)': [497], 'that': [498, 572, 859, 1013, 1040, 1359, 2000, 2144, 2156, 2310, 2470, 2596], 'were': [499, 616, 761, 849, 996, 1222, 1456, 1482, 1527, 1533, 2376, 2997, 3494, 4281], 'held': [500], 'CYTO2018': [502], 'Prague.': [504], 'We': [505, 551, 2253, 2412, 2432, 2480, 2887, 2902, 2968, 3014, 3035, 3089, 3285, 3346, 3371, 3453, 3474, 3784, 3802, 3820, 3846, 3864, 4011, 4053], 'present': [506, 852, 944, 4204], 'concise': [508], 'form': [509, 1406, 2022, 2705], 'identified': [518, 3372, 3495], 'workshop': [520, 558, 586, 796, 1001, 1114, 1423, 1556, 1758, 2422, 2428, 2875, 2921, 2984, 3056, 3151, 3161, 3204, 3210, 3262, 3637, 3767, 4134, 4259, 4304, 4314, 4351], 'organizers.': [521], 'divided': [525], 'into': [526, 1521, 1679, 2344, 3738, 4022], 'four': [527, 549], 'topic': [528], 'chapters:': [529], 'Trends,': [530], 'Practices,': [536], 'Reproducibility,': [540], 'Technology.': [542], 'Each': [543, 935], 'chapter': [544], 'workshops.': [550], 'intend': [552], 'serve': [554, 717], 'with': [555, 662, 713, 756, 955, 1138, 1396, 1432, 1490, 1592, 1659, 1713, 1737, 2016, 2063, 2325, 2388, 2991, 3164, 3173, 3226, 3266, 3374, 3481, 3804, 3814, 3851, 4077, 4161, 4318], 'joint': [557], 'global': [561, 4130], 'involved': [563, 2147], 'analysis': [567, 645], 'Four': [570], 'focused': [573], 'on': [574, 833, 854, 945, 1462, 1509, 1578, 1612, 1715, 1740, 1774, 2378, 2714, 2815, 3082, 3253, 3619, 4367], 'trends': [576, 608, 612], 'gathered': [580], 'chapter.': [583], 'While': [584, 1341, 4245], 'each': [585, 949, 4365], 'had': [587, 4352, 4382], 'different': [589, 592, 4202], 'format': [590], 'goals,': [593], 'together': [594], 'cover': [596], 'wide': [598, 4218], 'range': [599, 1589, 3906], 'interests': [601, 3526], 'across': [602], 'identifying': [606, 738], 'Several': [611], 'flow': [614, 634, 650, 734, 750, 776, 814, 1219, 1596, 4153, 4173, 4178, 4274, 4388, 4397], 'reviewed': [617, 1002], 'regarding': [618, 1424, 2191, 2499], 'increasing': [619], 'activity': [620], 'unmet': [622, 842], 'field': [626, 696, 1378, 1830, 1839, 2066, 2125, 2226, 2297, 2338, 4149, 4165, 4238], 'nanoparticles': [628], 'measurement,': [629], 'chip-based': [630], 'sorting,': [632], 'spectral': [633, 910, 1087], 'cytometry,': [635, 639, 701, 1258, 1398, 1597], 'evolution': [636], 'mass': [638, 920, 1084, 1257], 'high-dimensional': [643, 930, 1246], 'data': [644, 931, 1987, 2094, 2636, 3916, 4232, 4399], '(WS18).': [646], 'relationship': [648], 'between': [649, 1628, 1735, 4359], 'genomics': [653, 1350, 2175], 'discussion': [654, 826, 2186, 2990, 3216, 3280, 4070, 4280], 'exploring': [655], 'ways': [656, 2350], 'engage': [658, 822, 1395, 1489, 2324, 2387, 3480, 3850], 'initiatives': [663, 1314], 'aimed': [664, 827, 3036, 4261], 'single-cell': [666, 1208, 1286, 1512, 1744, 1832, 2282, 2395, 2410], 'genomic': [667, 1380, 1397, 1845, 1918, 1924, 1935, 2046, 2068, 2228, 2299, 2326, 2374], 'analysis,': [668], 'comprehensive': [672], 'sequencing': [676, 1846, 2097], 'program,': [677, 2533], 'seeking': [678, 3549], 'derive': [680], 'mutual': [681], 'benefit': [682, 3697, 4267], 'exchange': [685, 727], 'started': [687, 3163], '(WS06).': [688], 'initiative': [690, 3443], 'embrace': [692, 2272, 2286, 2294], 'leverage': [694], 'open': [698, 1474, 1483, 2759, 2965, 3030, 3215, 3671, 3780, 3833, 3919, 4009, 4047], 'innovation': [699, 726, 838, 2843, 2917, 2946, 3608, 3657, 3745, 4031], 'new': [703, 1059, 1283, 2165, 2296, 2342, 2646], 'ISAC': [704, 1673, 2212, 2311, 2370, 2787, 2950, 3438, 4040, 4058], 'group,': [707], 'Hacks,': [710], 'launched,': [712], 'goal': [715, 793, 819, 1385, 3652], 'open,': [720, 3741], 'transparent,': [721], 'accessible': [723, 2594], '(WS07).': [730], 'use': [732, 1933, 3142, 3976], 'generate': [737, 2660, 3583], '"fingerprints"': [739], 'microbial': [741, 748, 4151, 4207, 4213, 4255, 4385, 4396], 'communities': [742, 1461, 1743, 3854, 3943, 4256, 4386], 'discussed.': [744], 'awareness': [746, 4140], 'raised,': [753], 'links': [755], 'practitioners': [757, 4162], 'other': [759, 1622, 1636, 3368, 3555, 3852, 3939], 'established': [762, 3545, 3634], '(WS15).': [763], 'Giacomo': [764], 'Vacca,': [765], 'Nao': [766], 'Nitta.': [767], 'intended': [769, 1419, 1426, 3103, 3139], 'audience': [770, 963, 990, 1546, 2894, 3002, 3104, 3129, 3250, 3478], 'managers,': [773, 2881], 'instrumentation': [774], 'developers,': [775], 'core': [778, 2274], 'laboratory': [779], 'directors,': [780], 'principal': [781], 'investigators,': [782], 'technologists,': [783], 'engineers,': [784], 'investors,': [785], 'market': [786, 1052], 'analysts,': [787], 'engineering': [789, 1055], 'students.': [790], 'give': [799], 'look': [802], 'some': [804], 'advanced': [808, 4236], 'solutions': [809], 'challenging': [811, 1075], 'applications': [812, 1177], '(FCM).': [816], 'second': [818], 'participants': [823, 1039, 1486, 3265, 4063], 'gaining': [829], 'broad': [831], 'consensus': [832], 'greatest': [837, 841], 'need': [843, 1717, 1731, 1818, 2235, 2254, 2356], 'FCM.': [845], 'Five': [846, 4277], 'FCM': [847, 1008, 1088, 1191], 'chosen': [850], 'retrospectives': [853], 'key': [855], 'innovations': [856, 2661, 2675, 2702, 2730, 3558, 3568, 3668, 3706, 3716], 'subjects': [858], 'had,': [861], 'expected': [864], 'have,': [866], 'significant': [868, 1789], 'impact': [869, 1118, 2941, 3329, 3720, 4129], 'field.': [872, 2346], '1.': [873, 1215, 1765, 3321, 4137], 'John': [875, 924], 'Nolan,': [876], 'Scintillon': [879], 'Institute,': [880], 'talked': [881, 918], 'about': [882, 919], 'measuring': [886], 'Extracellular': [887], 'Vesicles': [888], '(EVs).': [889], '2.': [890, 1306, 3333, 4157], 'Martin': [892], 'Büscher,': [893], 'Miltenyi': [895], 'Biotec,': [896], 'discussed': [897, 929, 2872, 3533], 'Micro-Electro-Mechanical': [898], 'System': [899], '(MEMS)': [900], 'sorting.': [901], '3.': [902, 3339], 'Michael': [904], 'Zordan,': [905], 'Sony': [907], 'Biotechnology,': [908], 'FC.': [911], '4.': [912], 'Dmitry': [914], 'Bandura,': [915], 'Fluidigm,': [917], '5.': [922, 1340], 'Quinn,': [925], 'FlowJo/BD': [927], 'Bioscience,': [928], 'Enablers': [934], 'speakers': [938, 4007], 'given': [940, 1193], '12': [941], 'min': [942], 'assigned': [947], 'topic;': [948], 'presentation': [950, 3059, 3199, 3238], 'followed': [952, 3543], 'Q&A': [954], 'audience.': [957, 1531, 2993, 3228], 'After': [958, 1506], 'last': [960], 'presentation,': [961], 'invited': [965], 'ask': [967], 'additional': [968, 3570], 'questions': [969, 987, 1524, 2891, 4342], 'provide': [971], 'feedback': [972, 2898, 3247, 3585], 'facilitators.': [975], 'five': [977], 'presentations': [978, 1021], '(available': [979], 'Supplementary': [981, 1453, 1561, 3117, 3362, 4325, 4373], 'Information': [982, 1454, 1562, 3118, 3308, 3363, 3392, 3421, 3449, 3874, 4326, 4374], 'WS18_SI1–SI5),': [983], 'answers': [992, 1669], 'speakers,': [995], 'collated': [997], 'summarized.': [999], 'technical': [1003, 1792], 'advancements': [1004, 1221], 'expansion': [1006], 'applications.': [1009], 'central': [1011], 'theme': [1012], 'emerged': [1014], 'during': [1015, 1547, 1706, 2978, 3432, 3461, 3635], 'workshop,': [1017, 1708, 2306, 2464, 2748, 3127, 4002, 4062, 4285], 'both': [1018, 1200], 'discussions,': [1025], 'importance': [1028], 'technology–application': [1031], 'coevolution.': [1032], 'There': [1033, 1532, 1927, 2182, 2347], 'general': [1035, 4143, 4310], 'agreement': [1036], 'among': [1037, 2953, 4049], 'area': [1043], 'demands': [1046], 'science': [1048, 2966, 3672, 3834, 3940, 4048], 'industry,': [1050], 'drivers,': [1053], 'foster': [1054], 'efforts': [1056, 1809, 2996], 'develop': [1058, 3557, 3862, 4017], 'instruments,': [1060, 2664, 3562], 'reagents,': [1061], 'software.': [1063], 'For': [1064, 1216, 2151, 4111], 'example,': [1065, 2152, 4112], 'strong': [1067], 'demand': [1068, 1094], 'biology': [1070], 'measure': [1072, 1851, 1865], 'EVs': [1073, 1102], 'community,': [1078, 1817, 2233], 'while': [1079, 4124], 'technologies': [1081, 1520, 1661, 2166, 2197, 2390], 'developed': [1090, 2600, 2796, 3893], 'fulfill': [1092], 'increase': [1096, 2939, 3655, 3718], 'number': [1098, 1235, 1654], 'detectable': [1100], 'parameters.': [1101, 1274], 'MEMS': [1103], 'Spectral': [1105], 'Mass': [1108], 'High-Dimensional': [1110], 'Data': [1111], 'Analysis': [1112], 'helped': [1115], 'assess': [1116], 'recent': [1120, 1241, 3063, 4243], 'advancement': [1121, 1161], 'FCM,': [1123], 'contributed': [1124], 'understanding': [1127, 1149, 1387, 2905], 'issues': [1130, 1651, 3493], 'faced': [1131, 1429], 'researchers': [1134], 'deal': [1137, 2039], 'biological': [1139, 1204, 1948, 2003, 2624, 2955, 4051], 'findings': [1140], 'industrial': [1143, 1176], 'applications,': [1144], 'led': [1145], 'full': [1148, 2734], 'solutions,': [1155], 'and,': [1156, 4071], 'ultimately,': [1157], 'illustrated': [1158], 'technological': [1160], 'essential': [1163, 4109], 'further': [1165, 3591, 3731], 'understand': [1166, 3000, 3948], 'nature': [1168, 1993, 2005], 'cells': [1170, 1614, 2085, 2279, 4187, 4226], 'promote': [1172, 3441], 'medical': [1174], 'Robert': [1180, 2534], 'Salomon,': [1181], 'Christopher': [1182, 2506], 'Hall,': [1183], 'Thomas': [1184, 2516], 'M.': [1185], 'Ashhurst.': [1186], 'Since': [1187], 'late': [1189], '1960s,': [1190], 'has': [1192, 1264, 2036, 2183, 2614, 3777], 'biologist': [1195], 'ability': [1197], 'interrogate': [1199, 1975], 'normal': [1201], 'diseased': [1203], 'conditions': [1205], 'level': [1209, 3018, 3316], 'statistically': [1212], 'relevant': [1213], 'way': [1214], 'many': [1217, 1929, 2157, 2349, 2728], 'years,': [1218, 1242], 'largely': [1223, 1805], 'restricted': [1224], 'incremental': [1226], 'improvements': [1227], 'laser': [1229, 1231], 'numbers,': [1230], 'powers,': [1232], 'simultaneous': [1237], 'detectors': [1238], 'available.': [1239], 'In': [1240, 2746], 'advent': [1244], 'fluorescence': [1247], 'cytometers,': [1248], 'Symphony': [1252], 'A5': [1253], '(Becton': [1254], 'Dickinson™),': [1255], 'Helios': [1262], '(Fluidigm©),': [1263], 'allowed': [1265], 'us': [1266, 2925], 'push': [1268], 'dimension': [1270], 'barrier': [1271], 'above': [1272], '18': [1273], 'This,': [1275], 'insignificant': [1278], 'comparison': [1280], 'raft': [1284], 'transcriptomics': [1287], 'tools': [1288, 3922, 3936], 'InDrop,': [1292], 'DropSeq,': [1293], 'Chromium': [1295], '10X': [1296], 'systems,': [1297], 'which': [1298, 1448, 2819, 3137, 4286], 'analyze': [1300], 'thousands': [1301], 'dimensions': [1303], 'per': [1304], 'These': [1307, 2070, 3567, 3969, 3994], 'systems': [1308, 1343, 1361], 'heart': [1312], '(HCA)': [1321], '3': [1322], 'international': [1324, 2317], 'endeavor': [1325], 'map': [1327], 'every': [1328], 'human': [1332, 1629, 1784, 4101, 4113], 'body,': [1333], 'Allen': [1336], 'Brain': [1337], '4,': [1339], 'these': [1342, 1360, 1442, 1519, 1907, 2164, 2196, 2207, 2221, 2389, 2673, 3469], 'initially': [1345], 'been': [1346, 2146, 2184, 2615, 3389, 4248], 'adopted': [1347], 'Laboratories': [1353], '(SRLs),': [1354], 'there': [1355, 2687, 3594, 4246], 'no': [1357, 2689, 3148, 3596], 'doubt': [1358], 'are,': [1362], 'fact,': [1364], 'simply': [1365], 'specialized': [1366], 'forms': [1367], 'sorters': [1370], 'part': [1373, 2708], 'rapidly': [1376], 'expanding': [1377], 'With': [1382], 'stated': [1384], 'modern': [1390, 2384], 'cytometrist': [1391, 2385], 'requires': [1392], 'fully': [1394], 'solicited': [1400], 'opinions': [1401, 1526], 'comments': [1403], 'pre-workshop': [1409, 1538, 1711, 2982, 3067, 3107], 'survey': [1410, 1416, 1446, 1471, 1539, 1554, 1573, 1584, 1712, 3069, 3108, 4296, 4371], 'question-and-answer': [1413], 'session.': [1414], 'design': [1417], 'inform': [1421], 'audience,': [1427], 'cytometrists': [1431], 'regard': [1433], '"Omic"': [1435], 'technologies,': [1436, 1514, 1919], 'would': [1440, 1797, 2481, 4054], 'like': [1441, 2211, 2483, 4055], 'tackled.': [1444], 'questions,': [1447], 'found': [1451, 1559, 1577, 1762], 'WS18_SI1,': [1455], 'distributed': [1457], 'using': [1458, 1603, 1844, 1917, 2027, 3155, 3182, 4305, 4346, 4387], 'Google+,': [1463], 'Purdue': [1465], 'mailing': [1466], 'list': [1467, 2380], 'Twitter.': [1469], 'still': [1473, 1959, 2866], 'completed': [1478], 'here:': [1479], 'https://www.surveymonkey.com/r/G2SRHMW.': [1480], 'Questions': [1481], 'ended,': [1484], 'allowing': [1485], 'freely': [1488], 'subject': [1492], 'matter': [1493], 'able': [1497], 'choose': [1499], 'more': [1500, 1733, 1947, 2002, 3712], 'than': [1501], 'answer': [1503], 'if': [1504], 'relevant.': [1505], 'introductory': [1507], 'talks': [1508], 'HCA,': [1511], 'Omic': [1513, 1604, 1660], 'integration': [1517], 'SRL,': [1523], 'taken': [1528], '19': [1534], 'responses': [1535, 1551, 4363], 'over': [1541, 3899, 4018], '10': [1542], 'contributions': [1543, 2457, 3537, 4067], 'workshop.': [1549, 4082], 'Detailed': [1550], 'WS06_SI1': [1563], '2,': [1565, 1726, 1748], 'respectively,': [1566], 'dashboard': [1570], 'results': [1574, 3109], 'Tableau': [1579], 'Public': [1580], 'https://public.tableau.com/views/Cyto2018workshop6/SurveyResults.': [1582], 'respondents': [1585, 1643], 'covered': [1586, 3286], 'diverse': [1588], '8': [1593], 'specializing': [1594], 'imaging,': [1600], 'technologies.': [1605], 'focus': [1607], 'immune': [1613, 4171, 4225], '(12': [1615], 'responses),': [1616, 1620, 1631, 1634], 'tissue': [1617], 'samples': [1618], '(10': [1619], 'types': [1624], '(11': [1625], 'responses);': [1626], 'split': [1627], '(8': [1630, 1633], 'mouse': [1632], 'species': [1637], '(4': [1638], 'responses).': [1639, 1663], 'majority': [1641], 'cite': [1644], 'lack': [1646, 2020], 'knowledge': [1648, 2595], 'and/or': [1649], 'procedural': [1650], 'challenge': [1656, 1793, 2155, 4194], 'when': [1657, 2026, 3579], 'engaging': [1658], '(13': [1662], 'reflected': [1666, 1709], '"What': [1671], 'do': [1674, 2352, 2721], 'help': [1676, 2924, 4076], 'you': [1677], 'get': [1678], 'space?"': [1681], '9': [1683], 'requested': [1684], 'better': [1685, 1719], 'access': [1686, 1697, 1720], 'training': [1688, 2362], 'standardized': [1691, 3600], 'protocols': [1692], '5': [1694], 'wanted': [1695], 'greater': [1696], 'expert': [1699], 'collaborators': [1700], 'regional': [1702], 'meetings.': [1703], 'Audience': [1704], 'participation,': [1705], 'commentary': [1714], 'educational': [1722], 'resources': [1723], '(comments': [1724, 1747], '1,': [1725], '4)': [1728], 'collaboration': [1734, 2582, 3589, 3612], 'fields,': [1736], 'emphasis': [1739], 'preparation': [1745], 'experience': [1746, 2910, 4317], '5,': [1749], '6,': [1750, 1875], '8,': [1751, 1882], '9).': [1753], 'synopsis': [1755], 'Table': [1764, 3394, 3876], 'HCA': [1767, 1812, 2043, 2247], 'next': [1770, 4020], 'logical': [1771], 'extension': [1772], 'following': [1773, 3901], 'Genome': [1778], 'Project.': [1779], 'creation': [1781], 'atlas': [1786], 'scientific': [1790, 3853], 'its': [1795, 1961], 'success': [1796, 4034], 'great': [1800, 2038], 'achievement.': [1801], 'Currently,': [1802, 3593], 'separate': [1806], 'we,': [1814], 'actively': [1820], 'work,': [1825], 'genomics.': [1833], '"Genomic': [1834], 'cytometry"': [1835], 'newest': [1838], 'involves': [1843], 'techniques': [1847], 'order': [1849], 'characteristic': [1854], 'individual': [1856], 'cells.': [1857], 'Using': [1858], 'techniques,': [1860], 'it': [1861, 2130, 2307], 'multitude': [1867], 'cellular': [1869], 'features': [1870], 'including': [1871, 2465, 3355], 'DNA': [1872, 1894], '(scDNASeq)': [1874], 'RNA': [1876, 2015], 'profiles': [1877], '(scRNASeq;': [1878], 'Chromium10x)': [1879], '7,': [1880], 'Dropseq': [1881], 'seqwell': [1883], '9,': [1884], 'InDrop': [1885], '10,': [1886], 'Rhapsody': [1887], '11,': [1888], '12,': [1889], 'chromatin': [1890], 'accessibility': [1891], '(ATACseq)': [1892], '13,': [1893], 'methylation': [1895], '(CLEVERseq)': [1896], '14,': [1897], 'protein': [1899, 2017, 2092], 'expression': [1900, 2093], '(CITEseq)': [1901], '15.': [1902], 'Importantly,': [1903], 'methods': [1908, 4291], 'aim': [1909, 2832], 'providing': [1911, 2466], 'measurements': [1912], 'should': [1921, 2167, 2320, 3407], 'considered': [1923, 4395], 'methods.': [1926, 2102], 'techniques.': [1937], 'Some': [1938], 'relate': [1939, 2006], 'itself': [1943], 'others': [1945], 'nature.': [1950], 'perhaps': [1953], 'unsurprising,': [1954], 'infancy.': [1962], 'predominantly': [1965, 2264], 'involve': [1966], 'preparation,': [1968, 2080], 'throughput,': [1969], 'scalability,': [1970], 'cost,': [1971], 'inability': [1973], 'sample': [1977], 'real': [1979], 'time,': [1980], 'size': [1982], 'complexity': [1984], 'being': [1988, 2738], 'generated,': [1989], 'destructive': [1992], 'interrogation': [1996], 'method.': [1997], 'Other': [1998], 'instability': [2009], 'RNA,': [2011], 'discordance': [2013], 'expression,': [2018], 'functional': [2024], 'assessment': [2025], 'scRNASeq': [2028], 'alone': [2029], '16,': [2030], '17.': [2031], 'world': [2033, 2053], 'offer': [2041], 'related': [2045], 'projects.': [2047], 'Figure': [2048, 3772], '1': [2049], 'outlines': [2050], 'traditional': [2055, 3620], '(fluorescence,': [2057], 'mass,': [2058], 'imaging': [2060], 'cytometry)': [2061], 'interacts': [2062], 'include,': [2071], 'but': [2072, 2354], 'to,': [2076], 'expertise': [2077, 2396], 'sorting': [2082, 2089], 'isolate': [2084], 'index': [2088], 'match': [2091], 'resulting': [2096, 3283], 'data,': [2098], 'antibody': [2100], 'staining': [2101], 'Additionally,': [2103], 'work': [2104], 'done': [2105], 'scRNAseq': [2107, 2500], 'needs': [2108, 3003], 'substantiated': [2111], 'investigating': [2113], 'corresponding': [2115], 'measures': [2116], 'protein,': [2118, 2476], 'form,': [2119, 2477], 'function': [2121], '18.': [2122], 'Because': [2123], 'currently': [2127], 'undergoing': [2128], 'refinement,': [2129], 'dynamic': [2133], 'confusing': [2135], 'space': [2136], 'uninitiated': [2139], 'early': [2149, 2424, 2584, 2617, 2943], 'on.': [2150], 'first': [2154, 3866], 'SRLs': [2159], 'will': [2160, 2774, 2794, 2811, 2820, 2833, 2923, 3400, 3506, 3679, 3696, 3707, 3717, 3861, 3865, 3891, 3923, 3944, 3957, 3971, 3991, 4035], 'face': [2161], 'reside:': [2168], 'Should': [2169], 'placed': [2172], 'core,': [2176], 'core?': [2181], 'much': [2185], 'boundaries': [2194], 'lie.': [2198], 'Many': [2199], 'major': [2200], 'institutions': [2201], 'beginning': [2204], 'assessments': [2208], 'societies': [2210, 2956], 'ideally': [2214], 'situated': [2215], 'create': [2217, 2329, 2824, 3794, 3879], 'framework': [2219], 'decisions': [2222], 'As': [2230, 2301], 'respond': [2237], 'inherent': [2241], 'era': [2244], 'become': [2249, 3708, 3778], 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[2659], 'protocols,': [2663, 3561], 'methods,': [2665, 3560], 'teaching': [2666, 3563], 'materials,': [2667, 3564], 'products.': [2669, 3566], 'Efficient': [2670], 'dissemination': [2671], 'delivers': [2676], 'benefits': [2677, 3571], 'innovator': [2680, 3574], '24,': [2684], '25.': [2685], 'Yet': [2686], 'dedicated': [2690], 'platforms': [2691, 3601, 3963, 3970], 'authors': [2699], 'publish': [2700], 'redacted': [2704], 'articles,': [2711], 'post': [2712], 'websites': [2715], '(institutional,': [2716], 'blogs,': [2717], 'social': [2718, 3909], 'media)': [2719], 'all.': [2726], 'Consequently,': [2727, 3606], 'never': [2731, 4383], 'reach': [2732], 'potential': [2735, 3467], 'seen,': [2739], 'used,': [2740], 'adapted': [2742], 'launched': [2750], 'Hacks': [2753, 2793, 3306, 3354, 3406, 3502, 3530, 3631, 3678, 3735, 3776, 3825, 3860, 3871, 3890, 4015], 'online': [2756, 2817, 3068, 3627, 3752, 3908, 3962], 'free': [2757, 2963, 3028, 3831], 'innovation.': [2768, 3592], 'group': [2770, 3781], 'invested': [2772], 'volunteers': [2773], 'ground': [2780], 'under': [2782, 2844, 3964], 'oversight': [2784], 'Committee.': [2790], 'according': [2797, 3669], 'principles': [2800, 3673, 3835], 'outlined': [2801, 3837, 4288], 'Hardware': [2807, 3843], 'Roadmap': [2808], '26.': [2809, 3675], 'resourcefully': [2813], 'built': [2814], 'existing': [2816, 3017, 4316], 'platforms,': [2818, 3547, 3911], 'repurposed': [2822], 'cytometry-specific': [2826], 'network': [2827], 'resources.': [2829, 3628], 'overarching': [2831], 'enable': [2836, 3680], 'streamlined': [2837], 'deposition': [2838], 'widely': [2848], 'recognizable': [2849, 3882, 4027], 'brand.': [2850, 3384, 3883], 'title': [2852, 3376, 3386, 3399], '"CYTO': [2853, 3377], 'Hacks,"': [2855, 3379], 'used': [2856, 2969, 3090, 3937], 'throughout': [2857], 'consistency,': [2861], 'remains': [2862], 'tentative,': [2863], 'may': [2865, 3995, 4128], 'change': [2867], 'below.': [2873, 4293], 'Our': [2874], 'attracted': [2876, 3263], 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'rate,': [3725], 'feedback,': [3727], 'collaborations,': [3729], 'free,': [3740], 'community-run': [3743], 'ISAC,': [3748], 'revolving': [3749], 'around': [3750], 'platform.': [3753], 'taking': [3757], 'place': [3758], 'series': [3761], 'steps': [3763], 'guided': [3764], '2B.': [3773], 'volunteers.': [3783], 'now': [3786], 'working': [3787], 'establish': [3789], 'efficient': [3790], 'communication': [3791], 'retain': [3796], 'momentum': [3798], 'group.': [3801], 'coordinate': [3803], 'remain': [3810], 'accountable': [3811], 'aligned': [3813], "ISAC's": [3815], 'perspectives,': [3817], 'bylaws.': [3819], 'adhere': [3827], '26': [3844], 'guidelines.': [3845], 'plan': [3847], 'synergistically': [3849], 'similar': [3856], 'aims.': [3857], 'gradually.': [3863], 'redefine': [3867], 'identity': [3872], 'instantly': [3881, 4026], 'Then': [3884], 'roadmap': [3886], 'set': [3895, 4135], 'goals': [3896], 'priorities': [3898], 'years': [3902, 4021], '2B).': [3904], 'media': [3910], 'project': 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'Microbiomes,': [4097], 'ranging': [4098], 'microbiome': [4102, 4114, 4126], 'man-made': [4104], 'natural': [4106], 'ecosystems,': [4107], 'perform': [4108], 'services.': [4110], 'dysbiosis': [4115], 'indicative': [4118], "host's": [4121], 'health': [4122], 'status,': [4123], 'environmental': [4125], 'changes': [4127], 'biogeochemical': [4131], 'cycling.': [4132], 'out': [4136, 4334], 'raise': [4139], 'ISAC/cytometry': [4144], '(MCFC)': [4155], 'initiate': [4159], 'interaction': [4160], 'eukaryote': [4168, 4273], '(e.g.': [4169], 'mammalian': [4170], 'cells)': [4172], 'Whereas': [4175], 'classical': [4176], 'immunological': [4177], 'dissect': [4182], 'phenotypic': [4184], 'diversity': [4185, 4200], 'same': [4190], 'genotype,': [4191], 'MCFC': [4196, 4265, 4319], 'vast': [4199], 'genotypes': [4203], 'Furthermore,': [4209], 'even': [4210], 'isogenic': [4211], '(biotechnological)': [4212], 'populations': [4214], 'exhibit': [4216], 'phenotypes.': [4221], 'Multiparametric': [4222], 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'cited_by_count': 7}], 'updated_date': '2024-12-24T08:02:12.995638', 'created_date': '2019-06-27'}
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