scPagwas_Visualization
scPagwas_Visualization.Rd
Visualize the scPagwas score in Umap and Tsne.
Usage
scPagwas_Visualization(
Single_data = NULL,
p_thre = 0.05,
output.dirs = "scPagwastest_output",
FigureType = "tsne",
width = 7,
height = 7,
title = "",
lowColor = "#000957",
highColor = "#EBE645",
size = 0.5,
do_plot = TRUE
)
Arguments
- Single_data
Single_data in seruat format ,the save with scPagwas_main(), you'd better to run reduction of UMAP AND TSNE
- p_thre
(numeric),default is 0.1, Threshold for pecent(<1) of Positive cells for level of scPagwas_score.
- output.dirs
(character)default is NULL.the file folder name for save the figures.NULL means no folder is created, no pdf figure output.
- FigureType
(character)"tsne" or "umap
- width
(numeric)Figure width
- height
(numeric)Figure height
- title
(character)Figure title
- lowColor
(character)Color for low scPagwas score
- highColor
(character)Color for high scPagwas score
- size
(numeric)size for scatters
- do_plot
Whether to plot, logical
Examples
load(system.file("extdata", "Pagwas_data.RData", package = "scPagwas"))
scPagwas_Visualization(
Single_data = Pagwas_data,
p_thre = 0.05,
FigureType = "umap",
width = 7,
height = 7,
lowColor = "white",
highColor = "red",
output.dirs = "figure",
size = 0.5,
do_plot = TRUE
)
#> Error in (function (mapping = NULL, data = NULL, stat = "identity", position = "identity", ..., na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) { layer(data = data, mapping = mapping, stat = stat, geom = GeomPoint, position = position, show.legend = show.legend, inherit.aes = inherit.aes, params = list2(na.rm = na.rm, ...))})(color = "scPagwas.downTRS.Score2", fill = "scPagwas.downTRS.Score2", size = 0.5, shape = 19, data = structure(list(UMAP_1 = c(-3.43264403688568, -14.7836805855002, 3.90473160398346, -12.8025671516623, 7.87560114515167, 2.53145918500763, 2.9799116576944, -9.83567586290497, 5.29176840436798, 13.2431138480936, 5.48020205152374, 2.41962036741119, -8.4607359443869, 4.38536200178009, -10.9246384178366, -10.8884932075705, 0.919652077082214, 4.64178499830109, 1.88910016668182, 4.58697352063995, 4.12442907941681, -0.00756743299621632, 7.91721949231964, -8.36791100847382, -3.74723973619598, 0.283230754259643, -12.7330481086935, -7.40181126939911, 1.23610314977508, 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3L, 5L, 1L, 3L, 1L, 1L, 1L, 3L, 5L, 5L, 3L, 1L, 5L, 2L, 5L, 4L, 5L, 5L, 4L, 5L, 2L, 3L, 1L, 1L, 3L, 3L, 1L, 3L, 3L, 5L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 4L, 3L, 1L, 3L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 1L, 5L, 2L, 1L, 5L, 3L, 1L, 1L, 4L, 1L, 3L, 5L, 3L, 1L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 1L, 3L, 3L, 3L, 3L, 5L, 3L, 1L, 1L, 5L, 3L, 5L, 1L, 3L, 1L, 3L, 3L, 5L, 3L, 5L, 2L, 3L, 4L, 1L, 3L, 3L, 5L, 2L, 4L, 3L), levels = c("P1TLH", "P2TLH", "P3TLH", "P4TLH", "P5TLH"), class = "factor"), nCount_RNA = c(1795.70064537301, 1925.75965402021, 2348.21199980969, 2407.34797954251, 1620.26072055711, 2387.64877630693, 2242.82561407974, 2648.62276815156, 2743.14828295488, 1339.99516674001, 2155.90146376673, 1905.66546610307, 2033.9106393411, 2121.51670488583, 2479.48145828538, 2676.60600813538, 2072.86141515552, 2779.60197994933, 2880.69889240048, 2173.73568117465, 1949.11925205969, 2318.3168964174, 1313.97218411193, 1431.60049821546, 1534.14032943495, 2347.20566987842, 1817.73505853873, 1545.96440178443, 1970.32414330779, 4032.69513444557, 2522.24919692176, 2548.80622724157, 2511.98671081833, 1634.81490239682, 1993.289865263, 1565.76425446549, 2668.89756391994, 2269.87537883445, 2884.34585117923, 2669.6762644211, 2597.1058004585, 2551.46693405139, 7512.69895247872, 1906.26374599392, 2137.40444401117, 2450.1279766275, 1800.17852182413, 1349.43598633578, 2595.11053815278, 2224.71332541206, 1705.5574326363, 2302.56911571139, 1749.80295853851, 4389.66729901614, 2008.47519851489, 2781.15818101458, 2534.45931555236, 1729.19705360014, 2291.70818950712, 2785.93166067139, 1595.31896804993, 1748.08751438254, 1731.27065754214, 1716.63232559753, 1761.30465644114, 2205.39437986304, 1548.76967569229, 3060.47851397309, 1734.651814183, 1982.35555482078, 1798.28098279946, 1792.32014359632, 1552.78731655584, 2757.72825679108, 1917.1132944418, 2337.10894122404, 2752.68700144982, 1953.9864086692, 1856.34414270177, 1572.73786198804, 2089.26206779418, 1430.63054912363, 1875.67337665585, 1631.56679939447, 2458.54564668567, 1643.71531014415, 1311.78324740655, 3126.74238464164, 1994.98880130319, 1848.75994682727, 2601.85552337198, 2209.80952431509, 1928.51560154119, 2310.0339230415, 2104.69543899535, 1326.83989463164, 2377.5520005119, 1976.68508003153, 1583.03945058791, 1861.94058852626, 2518.43663765513, 2098.7231469452, 1347.11125219018, 1841.74386426021, 1798.66028654807, 1856.08676107196, 1860.74450870773, 1978.53615417661, 2257.72061111009, 2560.88333003112, 2064.42108998865, 1837.77972808739, 1878.97151429185, 2424.19554617518, 2083.26698990747, 2185.08136027235, 1282.87667230388, 2088.05215341141, 1770.2106977363, 2919.46395031812, 1569.2080152101, 1708.93271709701, 2170.6246143943, 2602.72310127501, 2783.91223007803, 2229.56931181359, 2663.85846050291, 2014.54509760871, 2163.9291356164, 1484.96261459211, 2221.4970724387, 1501.69175009543, 2011.35316288701, 1789.00099501652, 1912.57512970606, 1959.85963261272, 1851.08854818527, 1385.60980066054, 1716.65157050456, 1419.74808714678, 2719.68940740045, 2271.31790147992, 2587.20836351365, 1455.49043162463, 2574.7116677967, 2152.1173310169, 2087.04430314121, 2413.97263338521, 1637.53752476821, 2190.11056741547, 1833.19567560755, 2362.89185484429, 2044.1413036776, 1798.15149332798, 2079.94130646911, 3109.75566940244, 1831.39855460249, 1587.39865389998, 2363.36470595589, 1883.31798789229, 2106.10231688848, 1898.69706736673, 2399.8689117007, 1876.56134048903, 2410.07285736272, 1345.17967394314, 1300.04993148567, 2612.08849698452, 2661.69571169251, 2512.67882580882, 1743.24942582636, 1804.7619958764, 2495.79858438004, 1305.02723532053, 2707.13007006128, 3175.1038754848, 2176.32957517368, 1412.22787779114, 1838.24505480667, 1718.37958053832, 2131.59155524788, 2666.58722742727, 2571.00797911001, 1468.37066047571, 1877.32150536399, 2053.77810103137, 3074.05120752252, 2328.40061637253, 2111.96474173569, 2524.84440563411, 1617.04405347992, 1940.84261080387, 2186.34778602787, 1177.02861477158, 2532.14614299916, 1684.22381966476, 1724.77042364629, 2216.40783989844, 1787.35912151358, 2059.17249254865, 2238.09995389102, 1860.97472839811, 2799.05940440877, 2432.90444611906, 1725.59207680691, 1961.93404890537, 2733.59369002617, 2296.51678823681, 1464.4655521453, 2503.70265640077, 2663.71420473467, 2011.23789167571, 2715.47363214806, 1780.91424596629, 1631.96432596266, 2192.92266135474, 2345.4358218548, 1778.05703328077, 1866.90969439896, 2282.85416691144, 1319.17229158018, 1773.4001289245, 1811.27887804848, 3035.66619242921, 2622.1098967673, 2465.14421249645, 1993.78605275566, 2410.88316723808, 2206.08124729945, 2478.64643006537, 2247.43343510456, 2320.06765518105, 2037.85697551757, 2364.75535547311, 1532.63799239555, 1725.27978184454, 2505.48539297036, 1529.73747295274, 2611.96622787387, 1986.19368802882, 1427.59766918142, 2774.08646769255, 1575.01604060666, 2103.23189975116, 1606.74612115501, 2798.72482071206, 1807.57628649433, 2606.28856329309, 1685.34326257059, 1874.37387257302, 2588.462436375, 1354.97980488429, 2771.80406586671, 2525.46102553169, 1831.60083080803, 1934.6589784631, 2426.26146378965, 2186.05113889167, 2746.42671846413, 1829.42932361217, 2427.10207354706, 2181.44522218443, 1764.41012971958, 2519.64025339291, 2485.45792373377, 1284.44751445348, 2741.17833036292, 1424.45911867469, 1626.22778198179, 1857.65585457558, 1804.39321128128, 1980.89665064317, 1687.91485067336, 2569.54004595033, 2569.37231445157, 2211.33758043596, 2107.65461312934, 1466.75565889454, 1941.4305324911, 2757.10231515739, 2381.67144762673, 2312.30330677245, 2066.71383304119, 1351.12441144339, 1681.28843650789, 4653.56043010052, 2123.89450513032, 2845.30371212705, 2384.27510194105, 1902.57047303704, 2641.94697509023, 1822.45457637427, 1921.77777122244, 2020.47857558459, 1592.61137036457, 2280.01545083397, 1885.57527625767, 1912.01368291769, 2399.11482705974, 2519.06794849198, 1726.02408564824, 1698.29851604095, 2601.70122210991, 2741.57217031947, 1662.91978613733, 1748.28773529969, 1453.89422018193, 1707.16529861611, 2162.89773108077, 2335.93286605522, 2129.33010946069, 2590.72135540223, 2024.97255124282, 1996.21371305016, 1831.26094590498, 2121.09829734406, 2736.40533031799, 2339.12620923801, 2538.92462103267, 3828.97530293604, 1612.80860800157, 1891.59666401184, 2364.94185713653, 2378.94016702345, 1813.37455107464, 2249.54788134779, 2969.52969551742, 1637.09894067656, 2969.87258214921, 2096.736088405, 2743.14798863789, 1455.2664954198, 1961.12259141224, 2005.19617274764, 1847.83051961899, 1443.06140539779, 2026.37625326466, 2201.26065085095, 2048.96701473576, 3043.8782215419, 2156.94309642015, 1942.13334028782, 1980.88647520417, 1795.9242063075, 2431.2872242845, 2444.41425364389, 2014.73059463492, 2361.35333734101, 2928.21951643609, 1733.46123991373, 2326.48022306147, 2342.20283958117, 2625.49231535422, 3060.63387191454, 1756.37892737635, 1618.9877714161, 2168.64299762591, 1599.20116340032, 2143.52603708232, 2119.12411762742, 2339.51499067182, 2410.7332073026, 2121.13268311821, 2634.8111602389, 1980.39270946818, 2313.30143072325, 2771.4405599474, 1621.77034612883, 2017.3644642967, 2026.25531823092, 2432.89750478086, 1982.19170487595, 1762.64950960991, 2709.13551331779, 1929.41062701399, 2733.17775834346, 1933.70278376365, 2228.97350948825, 2677.44683031954, 2470.08944203697, 1887.05412135452, 1817.17366553197, 2533.34892233875, 2896.98678720054, 1923.2897180721, 1478.59267079621, 1226.74190679018, 2487.79369732471, 1752.76886084282, 2867.41175081366, 1547.57453824564, 2281.12691328105, 2488.96884706666, 2134.91597454681, 1478.26092327946, 2383.55144238789, 2135.8304115847, 2350.07085655328, 2349.30813635424, 1576.46969636746, 2726.00847135212, 3382.04120717005, 1860.07007677938, 2216.52766658168, 2838.47228447934, 2167.37589665048, 1848.97662546655, 2000.8747518456, 1904.24280818594, 2146.94362718333, 2307.45509457623, 2654.65227997118, 2106.82056592606, 1951.34299713477, 2933.0690233993, 2861.22353560384, 2361.41510092668, 1767.7971497487, 2142.46400986171, 2544.78713963911, 2438.24110160947, 2066.07523922638, 1677.02182378526, 2423.71390931963, 1671.67488808341, 2253.00789769425, 2092.37757567643, 2485.46140370186, 1243.60264039125, 1507.26314656793, 1906.05896941602, 2616.10666572426, 1855.03228705963, 3026.00754090993, 2861.44631459704, 2782.88579040692, 2398.14871889958, 2498.05338613294, 1817.27741854807, 2556.57688167558, 1090.05094930812, 2212.62410446882, 2582.5469047267, 1707.72560604076, 1478.03450515573, 1198.82998742376, 2030.83455681557, 2097.40117687082, 2804.56213403978, 2851.32479023727, 1740.75667256859, 2129.86978771304, 2966.59871159084, 1849.26874520737, 1817.17587882472, 2287.46937379437, 3019.66331367789, 2670.95161289943, 2507.48371807602, 2075.15327117594, 1913.25365333239, 1649.18535188987, 2344.12508127058, 2725.17893815673, 1998.63356049904, 3184.08728398131, 1608.5611102756, 1785.55580682954, 2254.52657068289, 1725.62341058478, 2599.86570116575, 1959.12351739792, 2445.55292830232, 2659.04315168774, 2081.74855589218, 2190.69832328647, 2591.59586311078, 1671.42232425052, 1980.65711272609, 2112.34482599874, 3055.09163978175, 2968.05273969691, 1403.49081416295, 1599.79208648391, 2166.96348148103, 1456.54209836303, 2075.76384801626, 2553.8630705401, 1267.84222672895, 2070.34762053003, 2159.38188575177, 1772.14273688084, 1898.9580973047, 2034.35650282339, 1735.21204753381, 1427.64475517999, 1423.65609222, 2466.41452027893, 1686.28955788342, 2032.47979301559, 2207.25302605613, 2227.30845772515, 1773.23001178004, 1983.28712596438, 2303.41145855616, 2555.08472508451, 1758.47236321144, 2086.65199048442, 2647.57851106849, 2078.46994549283, 1915.94391303752, 4178.56335827519, 2539.3386703446, 2294.1250783802, 1673.89601880575, 2335.07186566547, 1438.68337090392, 2226.09589328213, 3049.64787651852, 1606.48479442199, 3328.57144809992, 1791.13230161419, 8892.77151222686, 1870.79767900501, 2163.19941536458, 2748.95470468158, 2050.85375542142, 2146.51503798341, 2026.10351782876, 2625.87652459835, 2158.00678590451, 2806.21519015266, 1653.51126775502, 2655.38816212777, 1446.28776333336, 1837.69978969385, 2768.92956047331, 4477.94243980864, 2690.00430854553, 2032.5480647178, 2082.85311764374, 2169.04872514883, 1351.70798686328, 1604.73582261952, 3035.34289185113, 2412.7485373451, 2140.96777819295, 1751.70461149377, 2025.71684177673, 1838.54450482547, 1727.33972246122, 1752.38077917853, 3256.97620152618, 3181.95570263254, 1906.36907716474, 2281.73279597468, 2055.12286078937, 2183.96148409663, 2397.88915860794, 1593.82342248852, 1825.36425725181, 1244.63194617303, 1868.53787734985, 1693.81186232806, 1735.43856010906, 2386.81438701989, 2061.6149163772, 2099.3523885161, 1565.04098850245, 1802.08377175093, 3069.54164702866, 1929.27054125403, 2467.69588739205, 1914.19716054522, 1860.70410164182, 2161.02192748898, 2105.27735651118, 2657.03197773825, 1528.72202124157, 2302.19638835699, 2200.03291898722, 2025.65419158361, 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5L, 5L, 3L, 5L, 5L, 3L, 3L, 5L, 3L, 2L, 3L, 3L, 3L, 3L, 4L, 4L, 3L, 1L, 5L, 2L, 4L, 1L, 4L, 4L, 5L, 4L, 5L, 2L, 5L, 1L, 3L, 4L, 3L, 4L, 2L, 4L, 1L, 4L, 4L, 2L, 5L, 3L, 2L, 1L, 3L, 3L, 4L, 3L, 3L, 5L, 5L, 5L, 2L, 1L, 4L, 1L, 5L, 3L, 5L, 5L, 5L, 5L, 3L, 2L, 1L, 4L, 5L, 3L, 1L, 5L, 3L, 1L, 4L, 1L, 4L, 5L, 5L, 4L, 4L, 3L, 2L, 3L, 5L, 3L, 3L, 5L, 1L, 3L, 5L, 5L, 1L, 5L, 4L, 3L, 5L, 5L, 5L, 3L, 4L, 4L, 1L, 3L, 3L, 4L, 3L, 4L, 3L, 2L, 3L, 3L, 1L, 3L, 3L, 4L, 5L, 4L, 1L, 4L, 5L, 2L, 1L, 2L, 2L, 5L, 3L, 3L, 3L, 1L, 1L, 1L, 3L, 1L, 5L, 3L, 3L, 4L, 1L, 5L, 3L, 3L, 5L, 5L, 4L, 3L, 3L, 2L, 5L, 2L, 2L, 3L, 2L, 3L, 1L, 1L, 5L, 4L, 5L, 1L, 4L, 3L, 3L, 2L, 4L, 4L, 4L, 1L, 3L, 3L, 1L, 3L, 1L, 1L, 3L, 3L, 5L, 5L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 4L, 3L, 5L, 3L, 2L, 3L, 4L, 3L, 1L, 4L, 3L, 1L, 3L, 5L, 5L, 5L, 5L, 3L, 2L, 3L, 3L, 3L, 4L, 3L, 3L, 1L, 3L, 3L, 5L, 1L, 3L, 3L, 3L, 1L, 3L, 5L, 2L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 1L, 5L, 5L, 5L, 5L, 4L, 1L, 5L, 5L, 3L, 3L, 3L, 5L, 4L, 1L, 3L, 3L, 3L, 3L, 2L, 3L, 4L, 5L, 5L, 4L, 5L, 5L, 3L, 3L, 3L, 5L, 4L, 3L, 3L, 2L, 1L, 5L, 5L, 2L, 3L, 4L, 3L, 3L, 4L, 5L, 3L, 3L, 1L, 3L, 2L, 5L, 3L, 5L, 5L, 5L, 3L, 3L, 5L, 3L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 5L, 3L, 4L, 4L, 4L, 3L, 3L, 3L, 5L, 5L, 3L, 4L, 3L, 3L, 3L, 3L, 5L, 5L, 3L, 4L, 4L, 2L, 2L, 3L, 1L, 3L, 5L, 3L, 3L, 5L, 2L, 3L, 3L, 4L, 5L, 3L, 5L, 3L, 1L, 3L, 5L, 3L, 4L, 5L, 3L, 3L, 4L, 3L, 1L, 3L, 2L, 5L, 3L, 4L, 3L, 4L, 1L, 3L, 3L, 1L, 3L, 5L, 3L, 3L, 5L, 3L, 3L, 3L, 1L, 5L, 1L, 3L, 3L, 3L, 4L, 5L, 3L, 3L, 3L, 4L, 5L, 3L, 3L, 5L, 1L, 3L, 1L, 3L, 4L, 3L, 5L, 3L, 4L, 4L, 4L, 2L, 3L, 3L, 1L, 3L, 5L, 3L, 4L, 1L, 3L, 1L, 1L, 1L, 2L, 3L, 3L, 3L, 2L, 4L, 3L, 2L, 5L, 3L, 3L, 3L, 3L, 3L, 5L, 5L, 3L, 5L, 1L, 3L, 5L, 1L, 5L, 5L, 3L, 2L, 3L, 4L, 1L, 4L, 4L, 5L, 5L, 5L, 3L, 3L, 1L, 4L, 5L, 3L, 4L, 3L, 3L, 4L, 5L, 5L, 4L, 3L, 4L, 3L, 1L, 3L, 5L, 5L, 1L, 3L, 2L, 1L, 5L, 3L, 5L, 4L, 3L, 1L, 5L, 5L, 3L, 3L, 2L, 3L, 4L, 3L, 3L, 1L, 5L, 5L, 3L, 3L, 3L, 5L, 5L, 4L, 2L, 3L, 5L, 3L, 4L, 3L, 4L, 4L, 3L, 3L, 3L, 4L, 2L, 5L, 1L, 4L, 3L, 3L, 2L, 5L, 5L, 5L, 5L, 4L, 5L, 3L, 5L, 5L, 3L, 4L, 3L, 5L, 4L, 1L, 3L, 5L, 4L, 3L, 1L, 5L, 1L, 1L, 3L, 5L, 3L, 4L, 4L, 3L, 5L, 3L, 5L, 3L, 3L, 5L, 3L, 4L, 3L, 5L, 5L, 3L, 3L, 3L, 5L, 2L, 3L, 5L, 3L, 4L, 1L, 3L, 3L, 5L, 4L, 3L, 4L, 3L, 2L, 2L, 4L, 3L, 1L, 3L, 3L, 5L, 2L, 3L, 2L, 1L, 5L, 1L, 1L, 3L, 1L, 3L, 4L, 1L, 3L, 5L, 3L, 3L, 3L, 3L, 5L, 5L, 3L, 3L, 1L, 3L, 2L, 4L, 3L, 3L, 3L, 4L, 5L, 5L, 3L, 3L, 5L, 3L, 2L, 3L, 2L, 1L, 5L, 3L, 4L, 1L, 5L, 4L, 4L, 3L, 3L, 5L, 5L, 1L, 3L, 5L, 3L, 3L, 4L, 5L, 3L, 5L, 3L, 2L, 5L, 1L, 5L, 4L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 5L, 4L, 4L, 3L, 5L, 4L, 3L, 3L, 3L, 5L, 1L, 4L, 5L, 3L, 2L, 1L, 5L, 3L, 5L, 4L, 3L, 4L, 5L, 5L, 3L, 5L, 5L, 3L, 3L, 3L, 3L, 5L, 2L, 1L, 2L, 3L, 5L, 3L, 5L, 2L, 3L, 5L, 3L, 4L, 5L, 5L, 1L, 4L, 1L, 3L, 3L, 3L, 5L, 5L, 3L, 3L, 3L, 5L, 3L, 5L, 4L, 3L, 5L, 3L, 3L, 4L, 4L, 4L, 1L, 3L, 1L, 5L, 3L, 3L, 2L, 5L, 5L, 3L, 3L, 5L, 5L, 3L, 1L, 5L, 2L, 1L, 3L, 3L, 5L, 2L, 1L, 5L, 4L, 3L, 5L, 5L, 5L, 1L, 1L, 4L, 5L, 3L, 4L, 2L, 3L, 3L, 3L, 4L, 4L, 1L, 3L, 4L, 1L, 4L, 5L, 3L, 1L, 3L, 4L, 2L, 2L, 5L, 5L, 3L, 5L, 2L, 4L, 3L, 2L, 3L, 3L, 3L, 5L, 3L, 5L, 5L, 4L, 1L, 4L, 5L, 3L, 5L, 3L, 5L, 3L, 1L, 3L, 3L, 2L, 1L, 3L, 4L, 3L, 4L, 3L, 3L, 3L, 4L, 3L, 3L, 1L, 3L, 3L, 5L, 3L, 5L, 5L, 1L, 1L, 3L, 1L, 5L, 1L, 3L, 2L, 3L, 3L, 4L, 2L, 3L, 2L, 3L, 3L, 1L, 3L, 2L, 3L, 5L, 3L, 5L, 3L, 5L, 3L, 4L, 1L, 3L, 1L, 3L, 5L, 1L, 3L, 3L, 1L, 4L, 5L, 1L, 4L, 4L, 3L, 3L, 1L, 4L, 3L, 5L, 1L, 3L, 1L, 1L, 1L, 3L, 5L, 5L, 3L, 1L, 5L, 2L, 5L, 4L, 5L, 5L, 4L, 5L, 2L, 3L, 1L, 1L, 3L, 3L, 1L, 3L, 3L, 5L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 4L, 3L, 1L, 3L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 1L, 5L, 2L, 1L, 5L, 3L, 1L, 1L, 4L, 1L, 3L, 5L, 3L, 1L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 1L, 3L, 3L, 3L, 3L, 5L, 3L, 1L, 1L, 5L, 3L, 5L, 1L, 3L, 1L, 3L, 3L, 5L, 3L, 5L, 2L, 3L, 4L, 1L, 3L, 3L, 5L, 2L, 4L, 3L), levels = c("P1TLH", "P2TLH", "P3TLH", "P4TLH", "P5TLH"), class = "factor"), nCount_SCT = c(1919, 1807, 2752, 2387, 1990, 2078, 2108, 2318, 2198, 1756, 2018, 2277, 2327, 1895, 2382, 2350, 2436, 2302, 2591, 2247, 1933, 1877, 1751, 1711, 1763, 1940, 1882, 1744, 1408, 2716, 2239, 2702, 2303, 2063, 1886, 1917, 2726, 2214, 2323, 2661, 2215, 1977, 3449, 2078, 1912, 2293, 1501, 1726, 2200, 1814, 1619, 2138, 1852, 2692, 1897, 2304, 2598, 1827, 2198, 2364, 2059, 2089, 1904, 1786, 2352, 2351, 1881, 2448, 2046, 1912, 1877, 1326, 1981, 2297, 2406, 2684, 2138, 1824, 2139, 1521, 1927, 1936, 2322, 2055, 2190, 1818, 1717, 2313, 1808, 1997, 2226, 2061, 2155, 2023, 2573, 1729, 2318, 1901, 1715, 1999, 2038, 2242, 1982, 2018, 2183, 2164, 1975, 2261, 2756, 2337, 2269, 1841, 1470, 1948, 2780, 1482, 1399, 1911, 1943, 1859, 1748, 1815, 1939, 2035, 2557, 2091, 2446, 1970, 2449, 1906, 2642, 1332, 1545, 2110, 2149, 1840, 1809, 1874, 1982, 1653, 2611, 2234, 2062, 1736, 2317, 2144, 2212, 2197, 2125, 2209, 2228, 2031, 2106, 2138, 2279, 2230, 1979, 1360, 2716, 2279, 2396, 2080, 2332, 2050, 2189, 2129, 1698, 2299, 2239, 2540, 2063, 1933, 2325, 1786, 1591, 2502, 1882, 1793, 2100, 1749, 2008, 2191, 2228, 1826, 1268, 1605, 2355, 1991, 1778, 2277, 2079, 2003, 2292, 1693, 2321, 1790, 2060, 2312, 1950, 2007, 1826, 2595, 2432, 2204, 1932, 1871, 2330, 2281, 2209, 2255, 2671, 2174, 2250, 2465, 1600, 2315, 2433, 2099, 1800, 2326, 1656, 2030, 1888, 2560, 2153, 2486, 1827, 2430, 2136, 2301, 2047, 2435, 2013, 2484, 1685, 1810, 2409, 1774, 2237, 1855, 1874, 2248, 2053, 2271, 1792, 2651, 1726, 1800, 2411, 2246, 2307, 1699, 2606, 2358, 2146, 1747, 2284, 2119, 2486, 2185, 2427, 1981, 2114, 2203, 2372, 2124, 2348, 1785, 1918, 2255, 2121, 1956, 2060, 2256, 1994, 1974, 2109, 1940, 2142, 2304, 2087, 2309, 1687, 1761, 2139, 2681, 2275, 2273, 2299, 2103, 2564, 2491, 1940, 2319, 1813, 2349, 2177, 2505, 2427, 2382, 2120, 2473, 2251, 2610, 1930, 1722, 1847, 1253, 2016, 2198, 2141, 2637, 2316, 2266, 1942, 1752, 2143, 1462, 2294, 2628, 1764, 2277, 2118, 2043, 1929, 2180, 2550, 2312, 2302, 2064, 2129, 1828, 2287, 2046, 1642, 1847, 1947, 2414, 2590, 1846, 2188, 2157, 2002, 2022, 2432, 2556, 2319, 2371, 2564, 2082, 2084, 2025, 2353, 2449, 1915, 2394, 2080, 1779, 2045, 2374, 2281, 2229, 2378, 2508, 2020, 2130, 2185, 1853, 2126, 2411, 1705, 2164, 2016, 2640, 1587, 2431, 2377, 2245, 2388, 2372, 2137, 2226, 2452, 2383, 1814, 1896, 1714, 2434, 1566, 2221, 1982, 2755, 2188, 2167, 1958, 1738, 2009, 1898, 2219, 1958, 2192, 2402, 2080, 2220, 2382, 1819, 2428, 2189, 2516, 2372, 2677, 2358, 2249, 1918, 2169, 2541, 2205, 2179, 1916, 2147, 2214, 2158, 1897, 2748, 1767, 2481, 2362, 1987, 1714, 1849, 2165, 2310, 1753, 2444, 2670, 2312, 2320, 2523, 2239, 2579, 1623, 2153, 2195, 2077, 2024, 1657, 1901, 1946, 2369, 1826, 2159, 1704, 2612, 2193, 1724, 2063, 2321, 1713, 1632, 2353, 1836, 1976, 2163, 2323, 2235, 2204, 1357, 2067, 2267, 2147, 2239, 1845, 2293, 2067, 1747, 1665, 2250, 2303, 2167, 2391, 2449, 2328, 1706, 2013, 1932, 1541, 1783, 2201, 1700, 2310, 2270, 1745, 2161, 1734, 1944, 1749, 1412, 2318, 1933, 2179, 1907, 1985, 2436, 2022, 2035, 2292, 2045, 2196, 2111, 1924, 1986, 2873, 2289, 2477, 1993, 2330, 2133, 2118, 2690, 1867, 2525, 2183, 3058, 1970, 1786, 2243, 2065, 2312, 1771, 2627, 2484, 2160, 2209, 2549, 1797, 1851, 2646, 2474, 2649, 2169, 2176, 2053, 1740, 1743, 2436, 2417, 1791, 1832, 2019, 2154, 2131, 1753, 2428, 2390, 1780, 2012, 1864, 2505, 2193, 1850, 2062, 2021, 2014, 1820, 2056, 2086, 2298, 2281, 1918, 2004, 2433, 1807, 2203, 1836, 1775, 2375, 2246, 2179, 2275, 2099, 2332, 2086, 1876, 1935, 2682, 1879, 2342, 2349, 2685, 2087, 1893, 2114, 2110, 2381, 2306, 1567, 2395, 2360, 2186, 1530, 1938, 2298, 2180, 2269, 1635, 2241, 2271, 2376, 1378, 2359, 2236, 2002, 2441, 2556, 1914, 2022, 1872, 1239, 2313, 1862, 2250, 2557, 1940, 1815, 2052, 2087, 2320, 2136, 2132, 2166, 1872, 1921, 2657, 1521, 1934, 2359, 2642, 2170, 2645, 2422, 2683, 1550, 1744, 2629, 1876, 2213, 2208, 2454, 1863, 2737, 2429, 2101, 1546, 2421, 1820, 1811, 1905, 2263, 1928, 2375, 2658, 2260, 1853, 1875, 2102, 2333, 2403, 2503, 1959, 1985, 2352, 1897, 2133, 2326, 1946, 1974, 2222, 2238, 2736, 2354, 2071, 1952, 2609, 1890, 2318, 1990, 1799, 2287, 2409, 1747, 1627, 2246, 2212, 1965, 2117, 1487, 2143, 2161, 2302, 2377, 2516, 2131, 1952, 2529, 2131, 2218, 2120, 2790, 1768, 2061, 2116, 2192, 2312, 2338, 2276, 2073, 1749, 1745, 1897, 1778, 1755, 2092, 1729, 2201, 1971, 2228, 1834, 2273, 2029, 1918, 1367, 1849, 1905, 2056, 2433, 2663, 2388, 2115, 1901, 1474, 2473, 2335, 2077, 2260, 1932, 2455, 2375, 2221, 2499, 2247, 2348, 1852, 1740, 1484, 1985, 2143, 2052, 2199, 2282, 1780, 1884, 1831, 2542, 2123, 2367, 2019, 1863, 1963, 2051, 1963, 2111, 2006, 2471, 1931, 1945, 2681, 1951, 2574, 2225, 2088, 1774, 2166, 2025, 2453, 1917, 1962, 2370, 2218, 2004, 2137, 2373, 2378, 2450, 2100, 1914, 2018, 1733, 1538, 2174, 1998, 1965, 2267, 1503, 2295, 2416, 1935, 2072, 1677, 2458, 2351, 3188, 1989, 1772, 1820, 1972, 2360, 2397, 1819, 2016, 2005, 2238, 1669, 1869, 1902, 2083, 2047, 2371, 2249, 1770, 2299, 2090, 2486, 2319, 2338, 1610, 2185, 2224, 1802, 2145, 2720, 2367, 1970, 1510, 2345, 2150, 2343, 2417, 2231, 1872, 2131, 1929, 1750, 2089, 1849, 2130, 1447, 2143, 2156, 2146, 2097, 2197, 2261, 1796, 1737, 2024, 2290, 2567, 2345, 2392, 2172, 2154, 1928, 1901, 2519, 2247, 2068, 1947, 1821, 2014, 1774, 2422, 1974, 2081, 2112, 2624, 1999, 2356, 1986, 2152, 2482, 2141, 1830, 2156, 2341, 1994, 1751, 2427, 2486, 2197, 1963, 2181, 1818, 2078, 1832, 2386, 1911, 1913, 1752, 1946, 1718, 2101, 1824, 2403, 2146, 1492, 2252, 1893, 2284, 2186, 1772, 1493, 2683, 2414, 2278, 2342, 2629, 1899, 1942, 2160, 2021, 2392, 1941, 2096, 1711, 2089, 2798, 2205, 2274, 2072, 2669, 2192, 2406, 2193, 1854, 2617, 2323, 2059, 2144, 2138, 2060, 1859, 1853, 1850, 2095, 2414, 2254, 1824, 2027, 1436, 2297, 2712, 1789, 2150, 1961, 2185, 2099, 2459, 2426, 2201, 1913, 2175, 2427, 2188, 2105, 2130, 1864, 2260, 2036, 2079, 2217, 2309, 2491, 2498, 2486, 1584, 2676, 2126, 1831, 2332, 2227, 2662, 2104, 1512, 1853, 2193, 2269, 1966, 2332, 1899, 2362), nFeature_SCT = c(1349L, 1070L, 2194L, 1018L, 1350L, 814L, 1460L, 661L, 838L, 611L, 568L, 976L, 994L, 753L, 706L, 988L, 1819L, 1636L, 2072L, 497L, 777L, 1182L, 1119L, 1006L, 1241L, 1153L, 1017L, 1024L, 990L, 668L, 763L, 2156L, 649L, 913L, 763L, 789L, 2235L, 884L, 1189L, 2116L, 1532L, 1302L, 759L, 854L, 723L, 909L, 1068L, 197L, 896L, 1133L, 1184L, 1411L, 665L, 676L, 769L, 928L, 2028L, 1077L, 265L, 1139L, 906L, 1481L, 1360L, 1069L, 1870L, 723L, 427L, 661L, 1264L, 700L, 1190L, 987L, 1360L, 860L, 1740L, 2122L, 1355L, 1063L, 825L, 1049L, 1213L, 1439L, 1678L, 1423L, 1371L, 1117L, 979L, 778L, 1136L, 216L, 1142L, 1346L, 1529L, 803L, 1966L, 917L, 965L, 1203L, 1177L, 818L, 1304L, 925L, 1421L, 829L, 1001L, 874L, 413L, 1686L, 2223L, 532L, 687L, 1071L, 1021L, 1160L, 2299L, 950L, 1012L, 1292L, 753L, 1365L, 980L, 983L, 744L, 1309L, 1971L, 513L, 1849L, 1321L, 1052L, 903L, 2102L, 907L, 1050L, 1534L, 1469L, 1198L, 1194L, 1305L, 938L, 1173L, 2035L, 1498L, 1163L, 1018L, 1666L, 1577L, 388L, 1618L, 1449L, 758L, 920L, 1306L, 808L, 1610L, 971L, 1566L, 1284L, 992L, 2092L, 1006L, 1025L, 821L, 949L, 817L, 634L, 1627L, 979L, 1670L, 1558L, 1947L, 1508L, 1321L, 988L, 833L, 1121L, 1184L, 740L, 716L, 1324L, 1124L, 770L, 1473L, 1581L, 593L, 900L, 1103L, 1186L, 1300L, 1033L, 359L, 925L, 424L, 706L, 859L, 1687L, 1281L, 832L, 933L, 735L, 790L, 1357L, 2022L, 1848L, 633L, 801L, 1150L, 667L, 1639L, 1730L, 1634L, 2138L, 1439L, 1610L, 1912L, 1205L, 695L, 1794L, 1532L, 1342L, 978L, 1116L, 832L, 742L, 2030L, 804L, 1942L, 1139L, 1101L, 1607L, 1693L, 761L, 1048L, 567L, 1956L, 1136L, 1043L, 1792L, 1255L, 1568L, 740L, 743L, 844L, 902L, 1468L, 1012L, 2111L, 1155L, 1283L, 1751L, 957L, 744L, 1040L, 2093L, 1706L, 1009L, 1135L, 1117L, 836L, 1894L, 900L, 1861L, 804L, 1452L, 1471L, 1030L, 1618L, 742L, 1244L, 746L, 951L, 875L, 755L, 758L, 791L, 1281L, 719L, 859L, 823L, 1593L, 1646L, 815L, 652L, 1189L, 879L, 935L, 718L, 633L, 754L, 967L, 855L, 2040L, 1982L, 1251L, 1019L, 1158L, 714L, 619L, 1914L, 1790L, 1756L, 852L, 1904L, 1611L, 2062L, 659L, 1124L, 747L, 858L, 747L, 1423L, 1527L, 2086L, 946L, 1649L, 670L, 1123L, 1626L, 959L, 898L, 658L, 1117L, 1048L, 857L, 801L, 718L, 1549L, 2038L, 1761L, 1608L, 1247L, 1351L, 614L, 1015L, 825L, 1176L, 681L, 1277L, 1055L, 1982L, 1391L, 1591L, 1455L, 1270L, 643L, 1083L, 1989L, 991L, 725L, 1990L, 1352L, 1373L, 1300L, 1736L, 814L, 750L, 1902L, 1301L, 958L, 782L, 1014L, 1098L, 634L, 1021L, 1947L, 784L, 480L, 1465L, 752L, 1351L, 1827L, 1181L, 847L, 831L, 2090L, 1060L, 1063L, 1784L, 655L, 733L, 1017L, 1342L, 1749L, 1905L, 755L, 1129L, 1298L, 1049L, 1874L, 1017L, 1379L, 1454L, 2236L, 1116L, 1429L, 1437L, 1243L, 777L, 1106L, 1652L, 1339L, 1449L, 830L, 817L, 879L, 1834L, 1167L, 1874L, 914L, 2040L, 1837L, 2102L, 1776L, 1685L, 758L, 1428L, 1952L, 1658L, 885L, 1236L, 846L, 1502L, 1664L, 1285L, 2197L, 1077L, 1909L, 1691L, 1255L, 680L, 741L, 808L, 385L, 1082L, 695L, 2178L, 1754L, 957L, 1956L, 959L, 2026L, 861L, 891L, 1392L, 839L, 1458L, 955L, 693L, 1233L, 1792L, 1310L, 871L, 1185L, 2029L, 1603L, 1162L, 762L, 1679L, 1218L, 1137L, 1770L, 704L, 1374L, 875L, 663L, 1663L, 1692L, 965L, 832L, 652L, 899L, 1546L, 726L, 930L, 1255L, 1073L, 1172L, 1387L, 1751L, 1475L, 1809L, 505L, 1252L, 1188L, 821L, 763L, 983L, 1143L, 1539L, 967L, 1727L, 658L, 1166L, 572L, 1103L, 485L, 1002L, 946L, 1701L, 313L, 996L, 1227L, 1279L, 1865L, 796L, 815L, 934L, 575L, 1449L, 1246L, 771L, 806L, 601L, 1674L, 1880L, 639L, 1742L, 1620L, 829L, 2207L, 755L, 810L, 951L, 728L, 794L, 1083L, 874L, 1333L, 927L, 1087L, 2069L, 1967L, 1405L, 1714L, 1984L, 724L, 1138L, 2149L, 1139L, 2085L, 1354L, 927L, 822L, 1144L, 1041L, 1937L, 1742L, 1061L, 708L, 704L, 609L, 854L, 1060L, 744L, 998L, 1081L, 818L, 693L, 1938L, 1403L, 733L, 819L, 1557L, 948L, 1054L, 841L, 1400L, 973L, 906L, 827L, 823L, 1024L, 1396L, 1556L, 1083L, 1127L, 1042L, 852L, 837L, 1774L, 868L, 708L, 869L, 719L, 716L, 2165L, 758L, 714L, 742L, 2143L, 1281L, 699L, 816L, 859L, 745L, 631L, 1088L, 1695L, 760L, 1413L, 1041L, 714L, 1691L, 1556L, 631L, 793L, 655L, 489L, 760L, 985L, 1035L, 1660L, 793L, 1006L, 1989L, 1151L, 804L, 720L, 872L, 948L, 1293L, 1668L, 2021L, 1415L, 694L, 1312L, 754L, 1659L, 1395L, 1647L, 1561L, 721L, 1060L, 2061L, 1055L, 1272L, 700L, 2028L, 1467L, 2085L, 1854L, 2159L, 1002L, 1137L, 640L, 1175L, 1498L, 918L, 1883L, 738L, 2197L, 1058L, 1622L, 1129L, 1810L, 1257L, 1114L, 686L, 1481L, 748L, 1019L, 2111L, 1810L, 1224L, 733L, 1401L, 1821L, 1044L, 802L, 527L, 795L, 1717L, 724L, 1407L, 982L, 751L, 1356L, 934L, 1637L, 2191L, 1746L, 1577L, 1412L, 2056L, 1389L, 950L, 559L, 1066L, 877L, 1031L, 1092L, 1115L, 776L, 1497L, 894L, 878L, 983L, 883L, 652L, 940L, 1010L, 1963L, 631L, 1396L, 2008L, 1435L, 1400L, 1385L, 615L, 1150L, 791L, 1413L, 631L, 1624L, 685L, 946L, 979L, 1035L, 1160L, 1087L, 685L, 1121L, 833L, 1144L, 910L, 384L, 1147L, 1048L, 1619L, 1283L, 771L, 941L, 1144L, 1214L, 887L, 1853L, 2126L, 1226L, 874L, 1338L, 1027L, 1940L, 1722L, 1347L, 1207L, 789L, 1924L, 792L, 910L, 1889L, 1649L, 1690L, 646L, 1033L, 952L, 529L, 862L, 897L, 1481L, 1713L, 1062L, 1210L, 709L, 839L, 1600L, 1013L, 808L, 1394L, 1319L, 829L, 927L, 791L, 570L, 1884L, 1051L, 424L, 2125L, 859L, 2053L, 1505L, 863L, 900L, 675L, 807L, 1061L, 723L, 601L, 1804L, 1520L, 1270L, 1371L, 692L, 1719L, 1015L, 861L, 1299L, 1254L, 736L, 1065L, 1641L, 791L, 766L, 1670L, 1040L, 911L, 712L, 767L, 272L, 1208L, 1865L, 709L, 592L, 1234L, 1115L, 1274L, 1377L, 1764L, 1838L, 756L, 1321L, 267L, 900L, 1088L, 735L, 708L, 865L, 785L, 756L, 1607L, 1154L, 1074L, 864L, 1965L, 757L, 1475L, 1069L, 615L, 525L, 967L, 837L, 2196L, 993L, 1229L, 1044L, 1748L, 640L, 687L, 1047L, 1618L, 1215L, 842L, 773L, 1201L, 839L, 1383L, 628L, 1040L, 885L, 1633L, 1361L, 806L, 783L, 1618L, 1239L, 1114L, 1326L, 1681L, 652L, 972L, 1033L, 1459L, 618L, 796L, 1397L, 1967L, 1727L, 1206L, 795L, 1384L, 1389L, 1008L, 575L, 1501L, 1371L, 831L, 2082L, 753L, 1738L, 956L, 849L, 532L, 881L, 1166L, 1557L, 684L, 567L, 1152L, 1839L, 534L, 898L, 908L, 1422L, 999L, 1508L, 1216L, 723L, 1198L, 1262L, 1055L, 969L, 1100L, 1334L, 967L, 1724L, 607L, 1027L, 1441L, 711L, 937L, 1552L, 1250L, 961L, 2103L, 1845L, 934L, 548L, 2135L, 1233L, 1235L, 874L, 1132L, 1774L, 1304L, 1443L, 1215L, 1302L, 2241L, 1626L, 676L, 1341L, 2170L, 1748L, 1062L, 1436L, 1269L, 588L, 669L, 1293L, 861L, 1449L, 1304L, 1241L, 731L, 1231L, 1438L, 727L, 934L, 1366L, 795L, 1014L, 731L, 2154L, 1048L, 1508L, 784L, 1662L, 1482L, 724L, 1097L, 1399L, 745L, 973L, 1812L, 1466L, 1373L, 1416L, 1274L, 1623L, 1408L, 850L, 1753L, 686L, 2002L, 1944L, 1920L, 1084L, 670L, 615L, 920L, 1712L, 1455L, 532L, 839L, 1027L, 1253L, 1535L, 932L, 767L, 924L, 1126L, 1011L), SCT_snn_res.0.5 = structure(c(11L, 6L, 1L, 10L, 18L, 7L, 1L, 4L, 1L, 17L, 1L, 7L, 5L, 9L, 4L, 4L, 8L, 1L, 2L, 15L, 1L, 8L, 19L, 5L, 11L, 8L, 10L, 5L, 14L, 9L, 4L, 2L, 8L, 8L, 10L, 7L, 2L, 16L, 2L, 1L, 1L, 1L, 9L, 6L, 4L, 1L, 14L, 20L, 1L, 1L, 12L, 1L, 13L, 2L, 1L, 1L, 2L, 6L, 20L, 2L, 6L, 12L, 19L, 14L, 9L, 11L, 2L, 4L, 5L, 4L, 16L, 14L, 6L, 1L, 7L, 1L, 8L, 9L, 10L, 8L, 5L, 12L, 13L, 7L, 1L, 19L, 11L, 2L, 1L, 20L, 1L, 1L, 8L, 4L, 13L, 19L, 4L, 7L, 11L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 16L, 8L, 9L, 20L, 7L, 4L, 11L, 1L, 9L, 13L, 11L, 11L, 4L, 15L, 5L, 4L, 7L, 12L, 2L, 7L, 1L, 14L, 8L, 4L, 2L, 12L, 13L, 11L, 7L, 12L, 1L, 18L, 4L, 12L, 2L, 5L, 5L, 11L, 1L, 1L, 1L, 1L, 13L, 1L, 16L, 1L, 7L, 11L, 1L, 2L, 10L, 14L, 7L, 6L, 8L, 4L, 19L, 4L, 19L, 18L, 14L, 2L, 2L, 2L, 11L, 6L, 6L, 12L, 15L, 20L, 9L, 1L, 5L, 11L, 4L, 2L, 2L, 5L, 14L, 5L, 2L, 2L, 13L, 20L, 1L, 16L, 1L, 16L, 1L, 11L, 4L, 5L, 5L, 4L, 15L, 5L, 2L, 1L, 11L, 7L, 2L, 7L, 10L, 1L, 1L, 8L, 1L, 9L, 11L, 7L, 2L, 14L, 4L, 4L, 11L, 10L, 14L, 2L, 1L, 2L, 6L, 1L, 12L, 2L, 16L, 1L, 14L, 2L, 11L, 11L, 1L, 11L, 1L, 6L, 17L, 8L, 6L, 1L, 13L, 2L, 14L, 2L, 5L, 14L, 7L, 2L, 2L, 1L, 6L, 11L, 21L, 7L, 2L, 4L, 1L, 10L, 16L, 1L, 1L, 8L, 1L, 11L, 12L, 9L, 4L, 4L, 16L, 6L, 8L, 9L, 4L, 6L, 11L, 21L, 1L, 19L, 7L, 10L, 6L, 2L, 7L, 1L, 1L, 9L, 2L, 9L, 15L, 8L, 10L, 10L, 17L, 1L, 1L, 1L, 4L, 6L, 2L, 2L, 9L, 4L, 14L, 14L, 13L, 1L, 5L, 2L, 1L, 5L, 5L, 1L, 2L, 15L, 7L, 16L, 5L, 1L, 4L, 6L, 17L, 1L, 2L, 19L, 2L, 1L, 6L, 17L, 10L, 10L, 9L, 17L, 1L, 10L, 7L, 2L, 5L, 8L, 6L, 8L, 1L, 1L, 6L, 10L, 2L, 6L, 1L, 2L, 2L, 1L, 5L, 18L, 1L, 4L, 4L, 16L, 16L, 1L, 8L, 1L, 9L, 1L, 21L, 14L, 16L, 1L, 2L, 4L, 6L, 2L, 13L, 2L, 7L, 1L, 10L, 1L, 5L, 14L, 2L, 1L, 8L, 14L, 17L, 2L, 2L, 20L, 14L, 5L, 1L, 6L, 11L, 2L, 12L, 15L, 1L, 12L, 2L, 2L, 5L, 1L, 2L, 1L, 9L, 10L, 9L, 1L, 1L, 2L, 12L, 10L, 2L, 2L, 2L, 10L, 15L, 1L, 1L, 12L, 4L, 2L, 11L, 1L, 7L, 1L, 17L, 9L, 17L, 20L, 10L, 9L, 2L, 2L, 4L, 2L, 10L, 1L, 18L, 9L, 2L, 5L, 6L, 5L, 13L, 1L, 2L, 2L, 16L, 9L, 2L, 16L, 4L, 1L, 2L, 2L, 2L, 1L, 4L, 14L, 1L, 4L, 8L, 2L, 12L, 4L, 5L, 12L, 2L, 12L, 1L, 7L, 8L, 19L, 20L, 5L, 7L, 12L, 1L, 2L, 11L, 10L, 4L, 12L, 6L, 1L, 7L, 7L, 4L, 6L, 9L, 1L, 1L, 7L, 18L, 2L, 20L, 8L, 8L, 1L, 19L, 4L, 10L, 1L, 17L, 7L, 2L, 10L, 6L, 20L, 2L, 2L, 9L, 1L, 14L, 7L, 2L, 10L, 4L, 5L, 2L, 9L, 1L, 4L, 7L, 4L, 16L, 2L, 15L, 2L, 11L, 1L, 11L, 4L, 2L, 2L, 2L, 5L, 16L, 5L, 4L, 5L, 2L, 2L, 13L, 4L, 8L, 15L, 4L, 6L, 15L, 2L, 7L, 10L, 7L, 13L, 1L, 4L, 4L, 2L, 1L, 11L, 14L, 1L, 11L, 7L, 11L, 4L, 2L, 12L, 1L, 10L, 5L, 1L, 5L, 1L, 14L, 14L, 7L, 10L, 1L, 13L, 2L, 10L, 10L, 1L, 2L, 1L, 6L, 16L, 1L, 10L, 7L, 12L, 2L, 2L, 2L, 13L, 9L, 2L, 6L, 1L, 3L, 9L, 7L, 2L, 11L, 1L, 1L, 4L, 13L, 1L, 13L, 4L, 10L, 9L, 4L, 14L, 8L, 2L, 11L, 4L, 2L, 8L, 2L, 1L, 14L, 1L, 17L, 15L, 2L, 14L, 6L, 1L, 19L, 9L, 2L, 2L, 2L, 13L, 6L, 4L, 1L, 1L, 6L, 2L, 9L, 2L, 16L, 11L, 14L, 2L, 11L, 8L, 6L, 6L, 12L, 1L, 2L, 18L, 12L, 9L, 1L, 14L, 1L, 20L, 9L, 8L, 2L, 4L, 1L, 13L, 8L, 4L, 8L, 5L, 1L, 2L, 2L, 11L, 21L, 2L, 1L, 17L, 5L, 5L, 1L, 7L, 7L, 1L, 1L, 13L, 10L, 8L, 4L, 4L, 12L, 19L, 7L, 7L, 14L, 19L, 6L, 1L, 6L, 2L, 4L, 1L, 15L, 10L, 2L, 1L, 1L, 14L, 6L, 9L, 8L, 11L, 9L, 8L, 1L, 6L, 16L, 2L, 6L, 2L, 10L, 10L, 14L, 7L, 6L, 4L, 2L, 2L, 2L, 4L, 18L, 18L, 1L, 2L, 8L, 2L, 10L, 9L, 9L, 6L, 1L, 1L, 9L, 17L, 17L, 15L, 2L, 5L, 12L, 2L, 1L, 13L, 4L, 10L, 2L, 1L, 8L, 10L, 2L, 7L, 6L, 13L, 4L, 13L, 1L, 5L, 13L, 8L, 11L, 4L, 1L, 12L, 5L, 6L, 4L, 5L, 17L, 4L, 2L, 7L, 13L, 2L, 7L, 1L, 4L, 4L, 6L, 2L, 11L, 9L, 5L, 10L, 14L, 8L, 1L, 4L, 16L, 9L, 20L, 9L, 2L, 4L, 13L, 17L, 1L, 12L, 12L, 2L, 2L, 10L, 1L, 20L, 5L, 1L, 4L, 5L, 6L, 7L, 4L, 2L, 2L, 1L, 4L, 2L, 2L, 20L, 8L, 7L, 1L, 14L, 12L, 2L, 1L, 1L, 4L, 1L, 1L, 10L, 1L, 2L, 12L, 19L, 4L, 12L, 5L, 15L, 1L, 9L, 6L, 15L, 2L, 16L, 1L, 2L, 7L, 9L, 1L, 16L, 2L, 2L, 8L, 21L, 19L, 14L, 18L, 2L, 12L, 2L, 6L, 18L, 11L, 11L, 1L, 11L, 1L, 15L, 7L, 7L, 1L, 5L, 4L, 20L, 4L, 6L, 5L, 7L, 7L, 4L, 9L, 20L, 6L, 11L, 1L, 6L, 6L, 6L, 7L, 8L, 4L, 12L, 7L, 14L, 19L, 6L, 8L, 5L, 14L, 19L, 10L, 14L, 1L, 11L, 7L, 2L, 2L, 4L, 7L, 2L, 13L, 14L, 1L, 1L, 2L, 1L, 18L, 15L, 1L, 7L, 1L, 9L, 5L, 2L, 11L, 1L, 2L, 18L, 7L, 1L, 5L, 14L, 12L, 8L, 8L, 9L, 4L, 12L, 7L, 11L, 15L, 10L, 7L, 2L, 15L, 1L, 5L, 6L, 14L, 12L, 9L, 2L, 8L, 10L, 6L, 1L, 1L, 1L, 2L, 12L, 2L, 9L, 6L, 18L, 1L, 12L, 7L, 2L, 7L, 2L, 7L, 5L, 2L, 15L, 8L, 7L, 12L, 6L, 2L, 7L, 5L, 16L, 5L, 1L), levels = c("0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22"), class = "factor"), seurat_clusters = structure(c(11L, 5L, 1L, 10L, 18L, 7L, 1L, 4L, 1L, 17L, 1L, 7L, 6L, 9L, 4L, 4L, 8L, 1L, 2L, 15L, 1L, 8L, 19L, 6L, 11L, 8L, 10L, 6L, 14L, 9L, 4L, 2L, 8L, 8L, 10L, 7L, 2L, 16L, 2L, 1L, 1L, 1L, 9L, 5L, 4L, 1L, 14L, 20L, 1L, 1L, 12L, 1L, 13L, 2L, 1L, 1L, 2L, 5L, 20L, 2L, 5L, 12L, 19L, 14L, 9L, 11L, 2L, 4L, 6L, 4L, 16L, 14L, 5L, 1L, 7L, 1L, 8L, 9L, 10L, 8L, 6L, 12L, 13L, 7L, 1L, 19L, 11L, 2L, 1L, 20L, 1L, 1L, 8L, 4L, 13L, 19L, 4L, 7L, 11L, 5L, 1L, 5L, 5L, 5L, 5L, 1L, 16L, 8L, 9L, 20L, 7L, 4L, 11L, 1L, 9L, 13L, 11L, 11L, 4L, 15L, 6L, 4L, 7L, 12L, 2L, 7L, 1L, 14L, 8L, 4L, 2L, 12L, 13L, 11L, 7L, 12L, 1L, 18L, 4L, 12L, 2L, 6L, 6L, 11L, 1L, 1L, 1L, 1L, 13L, 1L, 16L, 1L, 7L, 11L, 1L, 2L, 10L, 14L, 7L, 5L, 8L, 4L, 19L, 4L, 19L, 18L, 14L, 2L, 2L, 2L, 11L, 5L, 5L, 12L, 15L, 20L, 9L, 1L, 6L, 11L, 4L, 2L, 2L, 6L, 14L, 6L, 2L, 2L, 13L, 20L, 1L, 16L, 1L, 16L, 1L, 11L, 4L, 6L, 6L, 4L, 15L, 6L, 2L, 1L, 11L, 7L, 2L, 7L, 10L, 1L, 1L, 8L, 1L, 9L, 11L, 7L, 2L, 14L, 4L, 4L, 11L, 10L, 14L, 2L, 1L, 2L, 5L, 1L, 12L, 2L, 16L, 1L, 14L, 2L, 11L, 11L, 1L, 11L, 1L, 5L, 17L, 8L, 5L, 1L, 13L, 2L, 14L, 2L, 6L, 14L, 7L, 2L, 2L, 1L, 5L, 11L, 22L, 7L, 2L, 4L, 1L, 10L, 16L, 1L, 1L, 8L, 1L, 11L, 12L, 9L, 4L, 4L, 16L, 5L, 8L, 9L, 4L, 5L, 11L, 22L, 1L, 19L, 7L, 10L, 5L, 2L, 7L, 1L, 1L, 9L, 2L, 9L, 15L, 8L, 10L, 10L, 17L, 1L, 1L, 1L, 4L, 5L, 2L, 2L, 9L, 4L, 14L, 14L, 13L, 1L, 6L, 2L, 1L, 6L, 6L, 1L, 2L, 15L, 7L, 16L, 6L, 1L, 4L, 5L, 17L, 1L, 2L, 19L, 2L, 1L, 5L, 17L, 10L, 10L, 9L, 17L, 1L, 10L, 7L, 2L, 6L, 8L, 5L, 8L, 1L, 1L, 5L, 10L, 2L, 5L, 1L, 2L, 2L, 1L, 6L, 18L, 1L, 4L, 4L, 16L, 16L, 1L, 8L, 1L, 9L, 1L, 22L, 14L, 16L, 1L, 2L, 4L, 5L, 2L, 13L, 2L, 7L, 1L, 10L, 1L, 6L, 14L, 2L, 1L, 8L, 14L, 17L, 2L, 2L, 20L, 14L, 6L, 1L, 5L, 11L, 2L, 12L, 15L, 1L, 12L, 2L, 2L, 6L, 1L, 2L, 1L, 9L, 10L, 9L, 1L, 1L, 2L, 12L, 10L, 2L, 2L, 2L, 10L, 15L, 1L, 1L, 12L, 4L, 2L, 11L, 1L, 7L, 1L, 17L, 9L, 17L, 20L, 10L, 9L, 2L, 2L, 4L, 2L, 10L, 1L, 18L, 9L, 2L, 6L, 5L, 6L, 13L, 1L, 2L, 2L, 16L, 9L, 2L, 16L, 4L, 1L, 2L, 2L, 2L, 1L, 4L, 14L, 1L, 4L, 8L, 2L, 12L, 4L, 6L, 12L, 2L, 12L, 1L, 7L, 8L, 19L, 20L, 6L, 7L, 12L, 1L, 2L, 11L, 10L, 4L, 12L, 5L, 1L, 7L, 7L, 4L, 5L, 9L, 1L, 1L, 7L, 18L, 2L, 20L, 8L, 8L, 1L, 19L, 4L, 10L, 1L, 17L, 7L, 2L, 10L, 5L, 20L, 2L, 2L, 9L, 1L, 14L, 7L, 2L, 10L, 4L, 6L, 2L, 9L, 1L, 4L, 7L, 4L, 16L, 2L, 15L, 2L, 11L, 1L, 11L, 4L, 2L, 2L, 2L, 6L, 16L, 6L, 4L, 6L, 2L, 2L, 13L, 4L, 8L, 15L, 4L, 5L, 15L, 2L, 7L, 10L, 7L, 13L, 1L, 4L, 4L, 2L, 1L, 11L, 14L, 1L, 11L, 7L, 11L, 4L, 2L, 12L, 1L, 10L, 6L, 1L, 6L, 1L, 14L, 14L, 7L, 10L, 1L, 13L, 2L, 10L, 10L, 1L, 2L, 1L, 5L, 16L, 1L, 10L, 7L, 12L, 2L, 2L, 2L, 13L, 9L, 2L, 5L, 1L, 11L, 9L, 7L, 2L, 11L, 1L, 1L, 4L, 13L, 1L, 13L, 4L, 10L, 9L, 4L, 14L, 8L, 2L, 11L, 4L, 2L, 8L, 2L, 1L, 14L, 1L, 17L, 15L, 2L, 14L, 5L, 1L, 19L, 9L, 2L, 2L, 2L, 13L, 5L, 4L, 1L, 1L, 5L, 2L, 9L, 2L, 16L, 11L, 14L, 2L, 11L, 8L, 5L, 5L, 12L, 1L, 2L, 18L, 12L, 9L, 1L, 14L, 1L, 20L, 9L, 8L, 2L, 4L, 1L, 13L, 8L, 4L, 8L, 6L, 1L, 2L, 2L, 11L, 22L, 2L, 1L, 17L, 6L, 6L, 1L, 7L, 7L, 1L, 1L, 13L, 10L, 8L, 4L, 4L, 12L, 19L, 7L, 7L, 14L, 19L, 5L, 1L, 5L, 2L, 4L, 1L, 15L, 10L, 2L, 1L, 1L, 14L, 5L, 9L, 8L, 11L, 9L, 8L, 1L, 5L, 16L, 2L, 5L, 2L, 10L, 10L, 14L, 7L, 5L, 4L, 2L, 2L, 2L, 4L, 18L, 18L, 1L, 2L, 8L, 2L, 10L, 9L, 9L, 5L, 1L, 1L, 9L, 17L, 17L, 15L, 2L, 6L, 12L, 2L, 1L, 13L, 4L, 10L, 2L, 1L, 8L, 10L, 2L, 7L, 5L, 13L, 4L, 13L, 1L, 6L, 13L, 8L, 11L, 4L, 1L, 12L, 6L, 5L, 4L, 6L, 17L, 4L, 2L, 7L, 13L, 2L, 7L, 1L, 4L, 4L, 5L, 2L, 11L, 9L, 6L, 10L, 14L, 8L, 1L, 4L, 16L, 9L, 20L, 9L, 2L, 4L, 13L, 17L, 1L, 12L, 12L, 2L, 2L, 10L, 1L, 20L, 6L, 1L, 4L, 6L, 5L, 7L, 4L, 2L, 2L, 1L, 4L, 2L, 2L, 20L, 8L, 7L, 1L, 14L, 12L, 2L, 1L, 1L, 4L, 1L, 1L, 10L, 1L, 2L, 12L, 19L, 4L, 12L, 6L, 15L, 1L, 9L, 5L, 15L, 2L, 16L, 1L, 2L, 7L, 9L, 1L, 16L, 2L, 2L, 8L, 22L, 19L, 14L, 18L, 2L, 12L, 2L, 5L, 18L, 11L, 11L, 1L, 11L, 1L, 15L, 7L, 7L, 1L, 6L, 4L, 20L, 4L, 5L, 6L, 7L, 7L, 4L, 9L, 20L, 5L, 11L, 1L, 5L, 5L, 5L, 7L, 8L, 4L, 12L, 7L, 14L, 19L, 5L, 8L, 6L, 14L, 19L, 10L, 14L, 1L, 11L, 7L, 2L, 2L, 4L, 7L, 2L, 13L, 14L, 1L, 1L, 2L, 1L, 18L, 15L, 1L, 7L, 1L, 9L, 6L, 2L, 11L, 1L, 2L, 18L, 7L, 1L, 6L, 14L, 12L, 8L, 8L, 9L, 4L, 12L, 7L, 11L, 15L, 10L, 7L, 2L, 15L, 1L, 6L, 5L, 14L, 12L, 9L, 2L, 8L, 10L, 5L, 1L, 1L, 1L, 2L, 12L, 2L, 9L, 5L, 18L, 1L, 12L, 7L, 2L, 7L, 2L, 7L, 6L, 2L, 15L, 8L, 7L, 12L, 5L, 2L, 7L, 6L, 16L, 6L, 1L), levels = c("0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22"), class = "factor"), SCT_snn_res.0.4 = structure(c(9L, 6L, 1L, 7L, 16L, 2L, 1L, 4L, 1L, 15L, 1L, 2L, 5L, 8L, 4L, 4L, 2L, 1L, 1L, 13L, 1L, 2L, 17L, 5L, 9L, 2L, 7L, 5L, 12L, 8L, 4L, 1L, 2L, 2L, 7L, 2L, 1L, 14L, 1L, 1L, 1L, 1L, 8L, 6L, 4L, 1L, 12L, 18L, 1L, 1L, 10L, 1L, 11L, 20L, 1L, 1L, 1L, 6L, 18L, 1L, 6L, 10L, 17L, 12L, 8L, 9L, 1L, 4L, 5L, 4L, 14L, 12L, 6L, 1L, 2L, 1L, 2L, 8L, 7L, 2L, 5L, 10L, 11L, 2L, 1L, 17L, 9L, 1L, 1L, 18L, 1L, 1L, 2L, 4L, 11L, 17L, 4L, 2L, 9L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 14L, 2L, 8L, 18L, 2L, 4L, 9L, 1L, 8L, 11L, 9L, 9L, 4L, 13L, 5L, 4L, 2L, 10L, 1L, 2L, 1L, 12L, 2L, 4L, 1L, 10L, 11L, 9L, 2L, 10L, 1L, 16L, 4L, 10L, 1L, 5L, 5L, 9L, 1L, 1L, 1L, 1L, 11L, 1L, 14L, 1L, 2L, 9L, 1L, 1L, 7L, 12L, 2L, 6L, 2L, 4L, 17L, 4L, 17L, 16L, 12L, 1L, 1L, 1L, 9L, 6L, 6L, 10L, 13L, 18L, 8L, 1L, 5L, 9L, 4L, 1L, 1L, 5L, 12L, 5L, 1L, 1L, 11L, 18L, 1L, 14L, 1L, 14L, 1L, 9L, 4L, 5L, 5L, 4L, 13L, 5L, 1L, 1L, 9L, 2L, 1L, 2L, 7L, 1L, 1L, 2L, 1L, 8L, 9L, 2L, 1L, 12L, 4L, 4L, 9L, 7L, 12L, 1L, 1L, 1L, 6L, 1L, 10L, 1L, 14L, 1L, 12L, 1L, 9L, 9L, 1L, 9L, 1L, 6L, 15L, 2L, 6L, 1L, 11L, 1L, 12L, 1L, 5L, 12L, 2L, 1L, 1L, 1L, 6L, 9L, 19L, 2L, 1L, 4L, 1L, 7L, 14L, 1L, 1L, 2L, 1L, 9L, 10L, 8L, 4L, 4L, 14L, 6L, 2L, 8L, 4L, 6L, 9L, 19L, 1L, 17L, 2L, 7L, 6L, 20L, 2L, 1L, 1L, 8L, 1L, 8L, 13L, 2L, 7L, 7L, 15L, 1L, 1L, 1L, 4L, 6L, 1L, 1L, 8L, 4L, 12L, 12L, 11L, 1L, 5L, 1L, 1L, 5L, 5L, 1L, 1L, 13L, 2L, 14L, 5L, 1L, 4L, 6L, 15L, 1L, 1L, 17L, 1L, 1L, 6L, 15L, 7L, 7L, 2L, 15L, 1L, 7L, 2L, 1L, 5L, 2L, 6L, 2L, 1L, 1L, 6L, 7L, 1L, 6L, 1L, 1L, 1L, 1L, 5L, 16L, 1L, 4L, 4L, 14L, 14L, 1L, 2L, 1L, 8L, 1L, 19L, 12L, 14L, 1L, 1L, 4L, 6L, 1L, 11L, 1L, 2L, 1L, 7L, 1L, 5L, 12L, 1L, 1L, 2L, 12L, 15L, 1L, 11L, 18L, 12L, 5L, 1L, 6L, 9L, 1L, 10L, 13L, 1L, 10L, 1L, 1L, 5L, 1L, 1L, 1L, 8L, 7L, 8L, 1L, 1L, 1L, 10L, 7L, 1L, 1L, 1L, 7L, 13L, 1L, 1L, 10L, 4L, 1L, 9L, 1L, 2L, 1L, 15L, 8L, 15L, 18L, 7L, 8L, 1L, 1L, 4L, 1L, 7L, 1L, 16L, 8L, 1L, 5L, 6L, 5L, 11L, 1L, 1L, 1L, 14L, 8L, 1L, 14L, 4L, 1L, 1L, 1L, 1L, 1L, 4L, 12L, 1L, 4L, 2L, 1L, 10L, 4L, 5L, 10L, 1L, 10L, 1L, 2L, 2L, 17L, 18L, 5L, 2L, 10L, 1L, 1L, 9L, 7L, 4L, 10L, 6L, 1L, 2L, 2L, 4L, 6L, 8L, 1L, 1L, 2L, 16L, 1L, 18L, 2L, 2L, 1L, 17L, 4L, 7L, 1L, 15L, 2L, 1L, 7L, 6L, 18L, 1L, 1L, 8L, 1L, 12L, 2L, 1L, 7L, 4L, 5L, 20L, 8L, 1L, 4L, 2L, 4L, 14L, 1L, 13L, 1L, 9L, 1L, 9L, 4L, 1L, 20L, 1L, 5L, 14L, 5L, 4L, 5L, 1L, 1L, 11L, 4L, 2L, 13L, 4L, 6L, 13L, 1L, 2L, 7L, 2L, 11L, 1L, 4L, 4L, 1L, 1L, 9L, 12L, 1L, 9L, 2L, 9L, 4L, 1L, 10L, 1L, 7L, 5L, 1L, 5L, 1L, 12L, 12L, 2L, 7L, 1L, 11L, 1L, 7L, 7L, 1L, 1L, 1L, 6L, 14L, 1L, 7L, 2L, 10L, 1L, 1L, 1L, 11L, 8L, 1L, 6L, 1L, 3L, 8L, 2L, 1L, 9L, 1L, 1L, 4L, 11L, 1L, 11L, 4L, 7L, 8L, 4L, 12L, 2L, 1L, 9L, 4L, 1L, 2L, 1L, 1L, 12L, 1L, 15L, 13L, 1L, 12L, 6L, 1L, 17L, 8L, 1L, 1L, 1L, 11L, 6L, 4L, 1L, 1L, 6L, 1L, 8L, 1L, 14L, 9L, 12L, 1L, 9L, 2L, 6L, 6L, 10L, 1L, 1L, 16L, 10L, 8L, 1L, 12L, 1L, 18L, 8L, 2L, 1L, 4L, 1L, 11L, 2L, 4L, 2L, 5L, 1L, 1L, 1L, 9L, 19L, 1L, 1L, 15L, 5L, 5L, 1L, 2L, 2L, 1L, 1L, 11L, 7L, 2L, 4L, 4L, 10L, 17L, 2L, 2L, 12L, 17L, 6L, 1L, 6L, 20L, 4L, 1L, 13L, 7L, 1L, 1L, 1L, 12L, 6L, 8L, 2L, 9L, 8L, 2L, 1L, 6L, 14L, 1L, 6L, 1L, 7L, 7L, 12L, 2L, 6L, 4L, 1L, 1L, 1L, 4L, 16L, 16L, 1L, 1L, 2L, 1L, 7L, 8L, 8L, 6L, 1L, 1L, 8L, 15L, 15L, 13L, 1L, 5L, 10L, 1L, 1L, 11L, 4L, 7L, 20L, 1L, 2L, 7L, 1L, 2L, 6L, 11L, 4L, 11L, 1L, 5L, 11L, 2L, 9L, 4L, 1L, 10L, 5L, 6L, 4L, 5L, 15L, 4L, 1L, 2L, 11L, 1L, 2L, 1L, 4L, 4L, 6L, 1L, 9L, 8L, 5L, 7L, 12L, 2L, 1L, 4L, 14L, 8L, 18L, 8L, 20L, 4L, 11L, 15L, 1L, 10L, 10L, 1L, 1L, 7L, 1L, 18L, 5L, 1L, 4L, 5L, 6L, 2L, 4L, 1L, 1L, 1L, 4L, 1L, 1L, 18L, 2L, 2L, 1L, 12L, 10L, 1L, 1L, 1L, 4L, 1L, 1L, 7L, 1L, 1L, 10L, 17L, 4L, 10L, 5L, 13L, 1L, 8L, 6L, 13L, 1L, 14L, 1L, 1L, 2L, 8L, 1L, 14L, 20L, 1L, 2L, 19L, 17L, 12L, 16L, 1L, 10L, 1L, 6L, 16L, 9L, 9L, 1L, 9L, 1L, 13L, 2L, 2L, 1L, 5L, 4L, 18L, 4L, 6L, 5L, 2L, 2L, 4L, 8L, 18L, 6L, 9L, 1L, 6L, 6L, 6L, 2L, 2L, 4L, 10L, 2L, 12L, 17L, 6L, 2L, 5L, 12L, 17L, 7L, 12L, 1L, 9L, 2L, 1L, 1L, 4L, 2L, 1L, 11L, 12L, 1L, 1L, 1L, 1L, 16L, 13L, 1L, 2L, 1L, 8L, 5L, 1L, 9L, 1L, 1L, 16L, 2L, 1L, 5L, 12L, 10L, 2L, 2L, 8L, 4L, 10L, 2L, 9L, 13L, 7L, 2L, 1L, 13L, 1L, 5L, 6L, 12L, 10L, 8L, 1L, 2L, 7L, 6L, 1L, 1L, 1L, 1L, 10L, 1L, 8L, 6L, 16L, 1L, 10L, 2L, 1L, 2L, 20L, 2L, 5L, 1L, 13L, 2L, 2L, 10L, 6L, 1L, 2L, 5L, 14L, 5L, 1L), levels = c("0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20"), class = "factor"), SCT_snn_res.0.8 = structure(c(11L, 5L, 1L, 10L, 18L, 7L, 1L, 4L, 1L, 17L, 1L, 7L, 6L, 9L, 4L, 4L, 8L, 1L, 2L, 15L, 1L, 8L, 19L, 6L, 11L, 8L, 10L, 6L, 14L, 9L, 4L, 2L, 8L, 8L, 10L, 7L, 2L, 16L, 2L, 1L, 1L, 1L, 9L, 5L, 4L, 1L, 14L, 20L, 1L, 1L, 12L, 1L, 13L, 2L, 1L, 1L, 2L, 5L, 20L, 2L, 5L, 12L, 19L, 14L, 9L, 11L, 2L, 4L, 6L, 4L, 16L, 14L, 5L, 1L, 7L, 1L, 8L, 9L, 10L, 8L, 6L, 12L, 13L, 7L, 1L, 19L, 11L, 2L, 1L, 20L, 1L, 1L, 8L, 4L, 13L, 19L, 4L, 7L, 11L, 5L, 1L, 5L, 5L, 5L, 5L, 1L, 16L, 8L, 9L, 20L, 7L, 4L, 11L, 1L, 9L, 13L, 11L, 11L, 4L, 15L, 6L, 4L, 7L, 12L, 2L, 7L, 1L, 14L, 8L, 4L, 2L, 12L, 13L, 11L, 7L, 12L, 1L, 18L, 4L, 12L, 2L, 6L, 6L, 11L, 1L, 1L, 1L, 1L, 13L, 1L, 16L, 1L, 7L, 11L, 1L, 2L, 10L, 14L, 7L, 5L, 8L, 4L, 19L, 4L, 19L, 18L, 14L, 2L, 2L, 2L, 11L, 5L, 5L, 12L, 15L, 20L, 9L, 1L, 6L, 11L, 4L, 2L, 2L, 6L, 14L, 6L, 2L, 2L, 13L, 20L, 1L, 16L, 1L, 16L, 1L, 11L, 4L, 6L, 6L, 4L, 15L, 6L, 2L, 1L, 11L, 7L, 2L, 7L, 10L, 1L, 1L, 8L, 1L, 9L, 11L, 7L, 2L, 14L, 4L, 4L, 11L, 10L, 14L, 2L, 1L, 2L, 5L, 1L, 12L, 2L, 16L, 1L, 14L, 2L, 11L, 11L, 1L, 11L, 1L, 5L, 17L, 8L, 5L, 1L, 13L, 2L, 14L, 2L, 6L, 14L, 7L, 2L, 2L, 1L, 5L, 11L, 22L, 7L, 2L, 4L, 1L, 10L, 16L, 1L, 1L, 8L, 1L, 11L, 12L, 9L, 4L, 4L, 16L, 5L, 8L, 9L, 4L, 5L, 11L, 22L, 1L, 19L, 7L, 10L, 5L, 2L, 7L, 1L, 1L, 9L, 2L, 9L, 15L, 8L, 10L, 10L, 17L, 1L, 1L, 1L, 4L, 5L, 2L, 2L, 9L, 4L, 14L, 14L, 13L, 1L, 6L, 2L, 1L, 6L, 6L, 1L, 2L, 15L, 7L, 16L, 6L, 1L, 4L, 5L, 17L, 1L, 2L, 19L, 2L, 1L, 5L, 17L, 10L, 10L, 9L, 17L, 1L, 10L, 7L, 2L, 6L, 8L, 5L, 8L, 1L, 1L, 5L, 10L, 2L, 5L, 1L, 2L, 2L, 1L, 6L, 18L, 1L, 4L, 4L, 16L, 16L, 1L, 8L, 1L, 9L, 1L, 22L, 14L, 16L, 1L, 2L, 4L, 5L, 2L, 13L, 2L, 7L, 1L, 10L, 1L, 6L, 14L, 2L, 1L, 8L, 14L, 17L, 2L, 2L, 20L, 14L, 6L, 1L, 5L, 11L, 2L, 12L, 15L, 1L, 12L, 2L, 2L, 6L, 1L, 2L, 1L, 9L, 10L, 9L, 1L, 1L, 2L, 12L, 10L, 2L, 2L, 2L, 10L, 15L, 1L, 1L, 12L, 4L, 2L, 11L, 1L, 7L, 1L, 17L, 9L, 17L, 20L, 10L, 9L, 2L, 2L, 4L, 2L, 10L, 1L, 18L, 9L, 2L, 6L, 5L, 6L, 13L, 1L, 2L, 2L, 16L, 9L, 2L, 16L, 4L, 1L, 2L, 2L, 2L, 1L, 4L, 14L, 1L, 4L, 8L, 2L, 12L, 4L, 6L, 12L, 2L, 12L, 1L, 7L, 8L, 19L, 20L, 6L, 7L, 12L, 1L, 2L, 11L, 10L, 4L, 12L, 5L, 1L, 7L, 7L, 4L, 5L, 9L, 1L, 1L, 7L, 18L, 2L, 20L, 8L, 8L, 1L, 19L, 4L, 10L, 1L, 17L, 7L, 2L, 10L, 5L, 20L, 2L, 2L, 9L, 1L, 14L, 7L, 2L, 10L, 4L, 6L, 2L, 9L, 1L, 4L, 7L, 4L, 16L, 2L, 15L, 2L, 11L, 1L, 11L, 4L, 2L, 2L, 2L, 6L, 16L, 6L, 4L, 6L, 2L, 2L, 13L, 4L, 8L, 15L, 4L, 5L, 15L, 2L, 7L, 10L, 7L, 13L, 1L, 4L, 4L, 2L, 1L, 11L, 14L, 1L, 11L, 7L, 11L, 4L, 2L, 12L, 1L, 10L, 6L, 1L, 6L, 1L, 14L, 14L, 7L, 10L, 1L, 13L, 2L, 10L, 10L, 1L, 2L, 1L, 5L, 16L, 1L, 10L, 7L, 12L, 2L, 2L, 2L, 13L, 9L, 2L, 5L, 1L, 11L, 9L, 7L, 2L, 11L, 1L, 1L, 4L, 13L, 1L, 13L, 4L, 10L, 9L, 4L, 14L, 8L, 2L, 11L, 4L, 2L, 8L, 2L, 1L, 14L, 1L, 17L, 15L, 2L, 14L, 5L, 1L, 19L, 9L, 2L, 2L, 2L, 13L, 5L, 4L, 1L, 1L, 5L, 2L, 9L, 2L, 16L, 11L, 14L, 2L, 11L, 8L, 5L, 5L, 12L, 1L, 2L, 18L, 12L, 9L, 1L, 14L, 1L, 20L, 9L, 8L, 2L, 4L, 1L, 13L, 8L, 4L, 8L, 6L, 1L, 2L, 2L, 11L, 22L, 2L, 1L, 17L, 6L, 6L, 1L, 7L, 7L, 1L, 1L, 13L, 10L, 8L, 4L, 4L, 12L, 19L, 7L, 7L, 14L, 19L, 5L, 1L, 5L, 2L, 4L, 1L, 15L, 10L, 2L, 1L, 1L, 14L, 5L, 9L, 8L, 11L, 9L, 8L, 1L, 5L, 16L, 2L, 5L, 2L, 10L, 10L, 14L, 7L, 5L, 4L, 2L, 2L, 2L, 4L, 18L, 18L, 1L, 2L, 8L, 2L, 10L, 9L, 9L, 5L, 1L, 1L, 9L, 17L, 17L, 15L, 2L, 6L, 12L, 2L, 1L, 13L, 4L, 10L, 2L, 1L, 8L, 10L, 2L, 7L, 5L, 13L, 4L, 13L, 1L, 6L, 13L, 8L, 11L, 4L, 1L, 12L, 6L, 5L, 4L, 6L, 17L, 4L, 2L, 7L, 13L, 2L, 7L, 1L, 4L, 4L, 5L, 2L, 11L, 9L, 6L, 10L, 14L, 8L, 1L, 4L, 16L, 9L, 20L, 9L, 2L, 4L, 13L, 17L, 1L, 12L, 12L, 2L, 2L, 10L, 1L, 20L, 6L, 1L, 4L, 6L, 5L, 7L, 4L, 2L, 2L, 1L, 4L, 2L, 2L, 20L, 8L, 7L, 1L, 14L, 12L, 2L, 1L, 1L, 4L, 1L, 1L, 10L, 1L, 2L, 12L, 19L, 4L, 12L, 6L, 15L, 1L, 9L, 5L, 15L, 2L, 16L, 1L, 2L, 7L, 9L, 1L, 16L, 2L, 2L, 8L, 22L, 19L, 14L, 18L, 2L, 12L, 2L, 5L, 18L, 11L, 11L, 1L, 11L, 1L, 15L, 7L, 7L, 1L, 6L, 4L, 20L, 4L, 5L, 6L, 7L, 7L, 4L, 9L, 20L, 5L, 11L, 1L, 5L, 5L, 5L, 7L, 8L, 4L, 12L, 7L, 14L, 19L, 5L, 8L, 6L, 14L, 19L, 10L, 14L, 1L, 11L, 7L, 2L, 2L, 4L, 7L, 2L, 13L, 14L, 1L, 1L, 2L, 1L, 18L, 15L, 1L, 7L, 1L, 9L, 6L, 2L, 11L, 1L, 2L, 18L, 7L, 1L, 6L, 14L, 12L, 8L, 8L, 9L, 4L, 12L, 7L, 11L, 15L, 10L, 7L, 2L, 15L, 1L, 6L, 5L, 14L, 12L, 9L, 2L, 8L, 10L, 5L, 1L, 1L, 1L, 2L, 12L, 2L, 9L, 5L, 18L, 1L, 12L, 7L, 2L, 7L, 2L, 7L, 6L, 2L, 15L, 8L, 7L, 12L, 5L, 2L, 7L, 6L, 16L, 6L, 1L), levels = c("0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22"), class = "factor"), anno = c("Celltype1", "Celltype2", "Celltype3", "Celltype4", "Celltype3", "Celltype4", "Celltype3", "Celltype5", "Celltype3", "Celltype6", "Celltype3", "Celltype4", "Celltype5", "Celltype7", "Celltype5", "Celltype5", "Celltype4", "Celltype3", "Celltype3", "Celltype8", "Celltype3", "Celltype4", "Celltype9", "Celltype5", "Celltype1", "Celltype4", "Celltype4", "Celltype5", "Celltype1", "Celltype7", "Celltype5", "Celltype3", "Celltype4", "Celltype4", "Celltype4", "Celltype4", "Celltype3", "Celltype9", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype7", "Celltype2", "Celltype5", "Celltype3", "Celltype1", "Celltype8", "Celltype3", "Celltype3", "Celltype10", "Celltype3", "Celltype9", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype2", "Celltype8", "Celltype3", "Celltype2", "Celltype10", "Celltype9", "Celltype1", "Celltype7", "Celltype1", "Celltype3", "Celltype5", "Celltype5", "Celltype5", "Celltype9", "Celltype1", "Celltype2", "Celltype3", "Celltype4", "Celltype3", "Celltype4", "Celltype7", "Celltype4", "Celltype4", "Celltype5", "Celltype10", "Celltype9", "Celltype4", "Celltype3", "Celltype9", "Celltype1", "Celltype3", "Celltype3", "Celltype8", "Celltype3", "Celltype3", "Celltype4", "Celltype5", "Celltype9", "Celltype9", "Celltype5", "Celltype4", "Celltype1", "Celltype2", "Celltype3", "Celltype2", "Celltype2", "Celltype2", "Celltype2", "Celltype3", "Celltype9", "Celltype4", "Celltype7", "Celltype8", "Celltype4", "Celltype5", "Celltype1", "Celltype3", "Celltype7", "Celltype9", "Celltype1", "Celltype1", "Celltype5", "Celltype8", "Celltype5", "Celltype5", "Celltype4", "Celltype10", "Celltype3", "Celltype4", "Celltype3", "Celltype1", "Celltype4", "Celltype5", "Celltype3", "Celltype10", "Celltype9", "Celltype1", "Celltype4", "Celltype10", "Celltype3", "Celltype3", "Celltype5", "Celltype10", "Celltype3", "Celltype5", "Celltype5", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype9", "Celltype3", "Celltype9", "Celltype3", "Celltype4", "Celltype1", "Celltype3", "Celltype3", "Celltype4", "Celltype1", "Celltype4", "Celltype2", "Celltype4", "Celltype5", "Celltype9", "Celltype5", "Celltype9", "Celltype3", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype1", "Celltype2", "Celltype2", "Celltype10", "Celltype8", "Celltype8", "Celltype7", "Celltype3", "Celltype5", "Celltype1", "Celltype5", "Celltype3", "Celltype3", "Celltype5", "Celltype1", "Celltype5", "Celltype3", "Celltype3", "Celltype9", "Celltype8", "Celltype3", "Celltype9", "Celltype3", "Celltype9", "Celltype3", "Celltype1", "Celltype5", "Celltype5", "Celltype5", "Celltype5", "Celltype8", "Celltype5", "Celltype3", "Celltype3", "Celltype1", "Celltype4", "Celltype3", "Celltype4", "Celltype4", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype7", "Celltype1", "Celltype4", "Celltype3", "Celltype1", "Celltype5", "Celltype5", "Celltype1", "Celltype4", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype2", "Celltype3", "Celltype10", "Celltype3", "Celltype9", "Celltype3", "Celltype1", "Celltype3", "Celltype1", "Celltype1", "Celltype3", "Celltype1", "Celltype3", "Celltype2", "Celltype6", "Celltype4", "Celltype2", "Celltype3", "Celltype9", "Celltype3", "Celltype1", "Celltype3", "Celltype5", "Celltype1", "Celltype4", "Celltype3", "Celltype3", "Celltype3", "Celltype2", "Celltype1", "Celltype3", "Celltype4", "Celltype3", "Celltype5", "Celltype3", "Celltype4", "Celltype9", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype1", "Celltype10", "Celltype7", "Celltype5", "Celltype5", "Celltype9", "Celltype2", "Celltype4", "Celltype7", "Celltype5", "Celltype2", "Celltype1", "Celltype3", "Celltype3", "Celltype9", "Celltype4", "Celltype4", "Celltype2", "Celltype3", "Celltype4", "Celltype3", "Celltype3", "Celltype7", "Celltype3", "Celltype7", "Celltype8", "Celltype4", "Celltype4", "Celltype4", "Celltype6", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype2", "Celltype3", "Celltype3", "Celltype7", "Celltype5", "Celltype1", "Celltype1", "Celltype9", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype5", "Celltype5", "Celltype3", "Celltype3", "Celltype8", "Celltype4", "Celltype9", "Celltype5", "Celltype3", "Celltype5", "Celltype2", "Celltype6", "Celltype3", "Celltype3", "Celltype9", "Celltype3", "Celltype3", "Celltype2", "Celltype6", "Celltype4", "Celltype4", "Celltype7", "Celltype6", "Celltype3", "Celltype4", "Celltype4", "Celltype3", "Celltype5", "Celltype4", "Celltype2", "Celltype4", "Celltype3", "Celltype3", "Celltype2", "Celltype4", "Celltype3", "Celltype2", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype5", "Celltype5", "Celltype9", "Celltype9", "Celltype3", "Celltype4", "Celltype3", "Celltype7", "Celltype3", "Celltype3", "Celltype1", "Celltype9", "Celltype3", "Celltype3", "Celltype5", "Celltype2", "Celltype3", "Celltype9", "Celltype3", "Celltype4", "Celltype3", "Celltype4", "Celltype3", "Celltype5", "Celltype1", "Celltype3", "Celltype3", "Celltype4", "Celltype1", "Celltype6", "Celltype3", "Celltype3", "Celltype8", "Celltype1", "Celltype5", "Celltype3", "Celltype2", "Celltype1", "Celltype3", "Celltype10", "Celltype8", "Celltype3", "Celltype10", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype7", "Celltype4", "Celltype7", "Celltype3", "Celltype3", "Celltype3", "Celltype10", "Celltype4", "Celltype3", "Celltype3", "Celltype3", "Celltype4", "Celltype8", "Celltype3", "Celltype3", "Celltype10", "Celltype5", "Celltype3", "Celltype1", "Celltype3", "Celltype4", "Celltype3", "Celltype6", "Celltype7", "Celltype6", "Celltype8", "Celltype4", "Celltype7", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype4", "Celltype3", "Celltype3", "Celltype7", "Celltype3", "Celltype5", "Celltype2", "Celltype5", "Celltype9", "Celltype3", "Celltype3", "Celltype3", "Celltype9", "Celltype7", "Celltype3", "Celltype9", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype1", "Celltype3", "Celltype5", "Celltype4", "Celltype3", "Celltype10", "Celltype5", "Celltype5", "Celltype10", "Celltype3", "Celltype10", "Celltype3", "Celltype4", "Celltype4", "Celltype9", "Celltype8", "Celltype5", "Celltype4", "Celltype10", "Celltype3", "Celltype3", "Celltype1", "Celltype4", "Celltype5", "Celltype10", "Celltype2", "Celltype3", "Celltype4", "Celltype4", "Celltype5", "Celltype2", "Celltype7", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype3", "Celltype8", "Celltype4", "Celltype4", "Celltype3", "Celltype9", "Celltype5", "Celltype4", "Celltype3", "Celltype6", "Celltype4", "Celltype3", "Celltype4", "Celltype2", "Celltype8", "Celltype3", "Celltype3", "Celltype7", "Celltype3", "Celltype1", "Celltype4", "Celltype3", "Celltype4", "Celltype5", "Celltype5", "Celltype3", "Celltype7", "Celltype3", "Celltype5", "Celltype4", "Celltype5", "Celltype9", "Celltype3", "Celltype8", "Celltype3", "Celltype1", "Celltype3", "Celltype1", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype9", "Celltype5", "Celltype5", "Celltype5", "Celltype3", "Celltype3", "Celltype9", "Celltype5", "Celltype4", "Celltype8", "Celltype5", "Celltype2", "Celltype8", "Celltype3", "Celltype4", "Celltype4", "Celltype4", "Celltype9", "Celltype3", "Celltype5", "Celltype5", "Celltype3", "Celltype3", "Celltype1", "Celltype1", "Celltype3", "Celltype1", "Celltype4", "Celltype1", "Celltype5", "Celltype3", "Celltype10", "Celltype3", "Celltype4", "Celltype5", "Celltype3", "Celltype5", "Celltype3", "Celltype1", "Celltype1", "Celltype4", "Celltype4", "Celltype3", "Celltype9", "Celltype3", "Celltype4", "Celltype4", "Celltype3", "Celltype3", "Celltype3", "Celltype2", "Celltype9", "Celltype3", "Celltype4", "Celltype4", "Celltype10", "Celltype3", "Celltype3", "Celltype3", "Celltype9", "Celltype7", "Celltype3", "Celltype2", "Celltype3", "Celltype1", "Celltype7", "Celltype4", "Celltype3", "Celltype1", "Celltype3", "Celltype3", "Celltype5", "Celltype9", "Celltype3", "Celltype9", "Celltype5", "Celltype4", "Celltype7", "Celltype5", "Celltype1", "Celltype4", "Celltype3", "Celltype1", "Celltype5", "Celltype3", "Celltype4", "Celltype3", "Celltype3", "Celltype1", "Celltype3", "Celltype6", "Celltype8", "Celltype3", "Celltype1", "Celltype2", "Celltype3", "Celltype9", "Celltype7", "Celltype3", "Celltype3", "Celltype3", "Celltype9", "Celltype2", "Celltype5", "Celltype3", "Celltype3", "Celltype2", "Celltype3", "Celltype7", "Celltype3", "Celltype9", "Celltype1", "Celltype1", "Celltype3", "Celltype1", "Celltype4", "Celltype2", "Celltype2", "Celltype10", "Celltype3", "Celltype3", "Celltype3", "Celltype10", "Celltype7", "Celltype3", "Celltype1", "Celltype3", "Celltype8", "Celltype7", "Celltype4", "Celltype3", "Celltype5", "Celltype3", "Celltype9", "Celltype4", "Celltype5", "Celltype4", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype6", "Celltype5", "Celltype5", "Celltype3", "Celltype4", "Celltype4", "Celltype3", "Celltype3", "Celltype9", "Celltype4", "Celltype4", "Celltype5", "Celltype5", "Celltype10", "Celltype9", "Celltype4", "Celltype4", "Celltype1", "Celltype9", "Celltype2", "Celltype3", "Celltype2", "Celltype3", "Celltype5", "Celltype3", "Celltype8", "Celltype4", "Celltype3", "Celltype3", "Celltype3", "Celltype1", "Celltype2", "Celltype7", "Celltype4", "Celltype1", "Celltype7", "Celltype4", "Celltype3", "Celltype2", "Celltype9", "Celltype3", "Celltype2", "Celltype3", "Celltype4", "Celltype4", "Celltype1", "Celltype4", "Celltype2", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype4", "Celltype7", "Celltype7", "Celltype2", "Celltype3", "Celltype3", "Celltype7", "Celltype6", "Celltype6", "Celltype8", "Celltype3", "Celltype5", "Celltype10", "Celltype3", "Celltype3", "Celltype9", "Celltype5", "Celltype4", "Celltype3", "Celltype3", "Celltype4", "Celltype4", "Celltype3", "Celltype4", "Celltype2", "Celltype9", "Celltype5", "Celltype9", "Celltype3", "Celltype5", "Celltype9", "Celltype4", "Celltype1", "Celltype5", "Celltype3", "Celltype10", "Celltype5", "Celltype2", "Celltype5", "Celltype5", "Celltype6", "Celltype5", "Celltype3", "Celltype4", "Celltype9", "Celltype3", "Celltype4", "Celltype3", "Celltype5", "Celltype5", "Celltype2", "Celltype3", "Celltype1", "Celltype7", "Celltype5", "Celltype4", "Celltype1", "Celltype4", "Celltype3", "Celltype5", "Celltype9", "Celltype7", "Celltype8", "Celltype7", "Celltype3", "Celltype5", "Celltype9", "Celltype6", "Celltype3", "Celltype10", "Celltype10", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype8", "Celltype5", "Celltype3", "Celltype5", "Celltype5", "Celltype2", "Celltype4", "Celltype5", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype8", "Celltype4", "Celltype4", "Celltype3", "Celltype1", "Celltype10", "Celltype3", "Celltype3", "Celltype3", "Celltype5", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype3", "Celltype10", "Celltype9", "Celltype5", "Celltype10", "Celltype5", "Celltype8", "Celltype3", "Celltype7", "Celltype2", "Celltype8", "Celltype3", "Celltype9", "Celltype3", "Celltype3", "Celltype4", "Celltype7", "Celltype3", "Celltype9", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype9", "Celltype1", "Celltype3", "Celltype3", "Celltype10", "Celltype3", "Celltype2", "Celltype3", "Celltype1", "Celltype1", "Celltype3", "Celltype1", "Celltype3", "Celltype8", "Celltype4", "Celltype4", "Celltype3", "Celltype5", "Celltype5", "Celltype8", "Celltype5", "Celltype2", "Celltype5", "Celltype4", "Celltype4", "Celltype5", "Celltype7", "Celltype8", "Celltype2", "Celltype1", "Celltype3", "Celltype2", "Celltype2", "Celltype2", "Celltype4", "Celltype4", "Celltype5", "Celltype10", "Celltype4", "Celltype1", "Celltype9", "Celltype2", "Celltype4", "Celltype5", "Celltype1", "Celltype9", "Celltype4", "Celltype1", "Celltype3", "Celltype1", "Celltype4", "Celltype3", "Celltype3", "Celltype5", "Celltype4", "Celltype3", "Celltype9", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype8", "Celltype3", "Celltype4", "Celltype3", "Celltype7", "Celltype5", "Celltype3", "Celltype1", "Celltype3", "Celltype3", "Celltype3", "Celltype4", "Celltype3", "Celltype5", "Celltype1", "Celltype10", "Celltype4", "Celltype4", "Celltype7", "Celltype5", "Celltype10", "Celltype4", "Celltype1", "Celltype8", "Celltype4", "Celltype4", "Celltype3", "Celltype8", "Celltype3", "Celltype5", "Celltype2", "Celltype1", "Celltype10", "Celltype7", "Celltype3", "Celltype4", "Celltype4", "Celltype2", "Celltype3", "Celltype3", "Celltype3", "Celltype3", "Celltype10", "Celltype3", "Celltype7", "Celltype2", "Celltype3", "Celltype3", "Celltype10", "Celltype4", "Celltype3", "Celltype4", "Celltype3", "Celltype4", "Celltype5", "Celltype3", "Celltype8", "Celltype4", "Celltype4", "Celltype10", "Celltype2", "Celltype3", "Celltype4", "Celltype5", "Celltype9", "Celltype5", "Celltype3"), scPagwas.TRS.Score1 = c(0.344442749694827, 0.643650247800895, 0.310216531683306, 0.734926797234206, 0.370955234622865, 0.881056764357136, 0.208603725058941, 0.9162703233911, 0.342973453929539, 0.590298417980456, 0.183587187117349, 0.667377826767078, 0.691049796588395, 0.73647924578424, 0.85339548526984, 0.817873704842401, 0.81278817950945, 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9.06457512128958e-115, 1, 1, 0.781055543654036, 3.81980269122743e-25, 1, 1, 1, 1.85417003985616e-07, 1, 1, 1, 1.87768444707373e-77, 1, 4.1989649114231e-162, 1.47152646874659e-06, 1, 1, 1, 1, 1, 1, 1, 5.8923990485784e-18, 0.854875165303935, 1, 1, 1, 2.67934035605292e-09, 1, 3.49146110697087e-14, 4.74462897292914e-05, 0.0026261910315258, 1, 1, 1, 1.4456461072201e-12, 6.79772221258293e-46, 0.203944569552599, 1, 1, 1.5876917747199e-60, 0.108461682550424, 0.00346562305582706, 5.78418053185436e-09, 1)), class = "data.frame", row.names = c("P1TLH_TTGAACGCATGTCCTC_1", "P4TLH_AACTCAGTCCTACAGA_1", "P3TLH_AGTAGTCTCCCTTGCA_1", "P4TLH_CAAGTTGAGCAGGTCA_1", "P2TLH_TCACAAGGTGCAGTAG_1", "P3TLH_TGTCCCAGTCTGGTCG_1", "P3TLH_ATTGGACCAAGAAGAG_1", "P1TLH_CAGAGAGTCACGCATA_1", "P3TLH_GTTCGGGTCCACGACG_1", "P4TLH_CGTGTCTTCTCCGGTT_1", "P3TLH_GAATGAATCACAGTAC_1", "P3TLH_TAAACCGCAGACGCCT_1", "P1TLH_GACTAACTCATGTCCC_1", "P2TLH_CGTAGCGAGTTGCAGG_1", "P5TLH_ACACCGGCAGTTAACC_1", "P5TLH_TTGCGTCCAATGGTCT_1", "P1TLH_CCATTCGCACTCGACG_1", "P3TLH_AAGTCTGGTTGCGTTA_1", "P3TLH_GTAGTCAGTCTAGAGG_1", "P4TLH_GTTACAGCATCACAAC_1", "P3TLH_AAGACCTAGTGTACTC_1", "P1TLH_AAGGTTCAGTGGACGT_1", "P2TLH_AGAGCTTTCAGGTAAA_1", "P1TLH_GTACTCCCAGATGGGT_1", "P1TLH_TCATTTGCATGCCCGA_1", "P1TLH_CTACGTCGTAGCGTCC_1", "P4TLH_TGGACGCTCTTGGGTA_1", "P5TLH_GCCAAATAGAAACCTA_1", "P5TLH_CCATGTCTCGGTTCGG_1", "P3TLH_GTGGGTCCAGCTCGCA_1", "P4TLH_CAGAGAGCAATTGCTG_1", "P3TLH_CGAATGTCAAACTGCT_1", "P3TLH_CGATCGGAGTCAATAG_1", "P5TLH_GCTGGGTAGGGCTCTC_1", "P5TLH_CATCAGACAGTCGATT_1", "P3TLH_CAACTAGCACCGTTGG_1", "P3TLH_TTCTCCTCATGAACCT_1", "P2TLH_GGGTTGCGTTCTCATT_1", "P3TLH_AGGTCATCAAGCCATT_1", "P3TLH_GATCGATTCAAGGTAA_1", "P3TLH_ACGCCGATCTTAGAGC_1", "P3TLH_CATATTCGTTCCACTC_1", "P2TLH_TATGCCCAGAGTCTGG_1", "P5TLH_CGGTTAAGTGAGTATA_1", "P5TLH_GCGCAGTAGGCATGTG_1", "P3TLH_TGATTTCCACACTGCG_1", "P5TLH_CGTGTAACAGCTGTAT_1", "P5TLH_GTTCATTGTTCACGGC_1", "P3TLH_TACTCATCATCCGTGG_1", "P3TLH_TTCGGTCCAAGGACTG_1", "P5TLH_CCAGCGACATAGAAAC_1", "P3TLH_TCTGAGAAGATGGGTC_1", "P2TLH_CAGATCAAGCGTCTAT_1", "P3TLH_CACAGGCAGAAGAAGC_1", "P3TLH_AGCGTATAGCGCCTTG_1", "P3TLH_CACTCCAGTAGAGTGC_1", "P3TLH_CGAATGTTCCGTTGTC_1", "P4TLH_GCAGTTAAGGGCACTA_1", "P4TLH_CTGTGCTGTTATGTGC_1", "P3TLH_AACACGTTCCGTCAAA_1", "P1TLH_CTGATCCTCCAGTAGT_1", "P5TLH_CTCGAAACAAGACGTG_1", "P2TLH_AACTCTTGTGTTTGTG_1", "P4TLH_GCATGCGTCAAGGTAA_1", "P1TLH_AACTCAGAGGCGTACA_1", "P4TLH_TCGGTAATCAGTTGAC_1", "P4TLH_TCTTCGGAGTGGGATC_1", "P5TLH_ATTGGTGGTTGTCGCG_1", "P4TLH_GATGAGGTCAGCACAT_1", "P5TLH_CGAGCACCACAGACAG_1", "P2TLH_AGAGCGATCAAACCAC_1", "P5TLH_TCTTTCCTCCTTTCTC_1", "P1TLH_TGTGTTTTCGACCAGC_1", "P3TLH_AAGGTTCGTTCACGGC_1", "P4TLH_GGCTGGTAGGGTGTTG_1", "P3TLH_GTAGGCCGTGGAAAGA_1", "P4TLH_TACACGAAGCAGGTCA_1", "P2TLH_TTGTAGGTCCGCGTTT_1", "P4TLH_AGGTCATAGAGCCTAG_1", "P1TLH_CGTTCTGTCAAACAAG_1", "P4TLH_CAGCTAACACCAGGCT_1", "P4TLH_GTAACGTCAATCCGAT_1", "P2TLH_CAAGGCCCACCGCTAG_1", "P5TLH_TGACTTTAGCTGTCTA_1", "P3TLH_GGTGCGTCAACACCCG_1", "P2TLH_AGATCTGGTACAGTGG_1", "P1TLH_ACGGCCAGTCTAGTGT_1", "P3TLH_ACCTTTAGTTGAACTC_1", "P3TLH_CTAAGACTCTCCAACC_1", "P4TLH_CGGACACGTCATCGGC_1", "P3TLH_ATGCGATCATAAAGGT_1", "P3TLH_GTGAAGGTCTGCAAGT_1", "P5TLH_GAAACTCCACGAAACG_1", "P5TLH_TTCTTAGGTGCGAAAC_1", "P5TLH_CTAGCCTAGTCAAGCG_1", "P2TLH_CTAGCCTCAGAGCCAA_1", "P1TLH_GAACCTAAGGTGCTAG_1", "P4TLH_TATCTCAAGCCAACAG_1", "P1TLH_CAGTCCTTCTGTGCAA_1", "P5TLH_CTACGTCGTGACGGTA_1", "P3TLH_CTCTGGTCAGCGTAAG_1", "P5TLH_CATCCACGTTCAGTAC_1", "P5TLH_CGACCTTCACGCTTTC_1", "P5TLH_GCATACAAGCCAGAAC_1", "P5TLH_GCAGTTATCACAACGT_1", "P3TLH_GCTGGGTCAGTAAGCG_1", "P2TLH_TAGAGCTAGGGCTTCC_1", "P1TLH_TCAACGAAGGCGTACA_1", "P4TLH_TGTGTTTAGATTACCC_1", "P5TLH_CTAGCCTAGTACGATA_1", "P3TLH_TTGCCGTAGGCTCAGA_1", "P1TLH_TTAGGACAGTAGCGGT_1", "P5TLH_GGGATGATCTTTACGT_1", "P3TLH_CTCGAGGGTCACTGGC_1", "P1TLH_CCACCTAAGGCAGTCA_1", "P4TLH_CCGTACTAGTGCGATG_1", "P1TLH_GTAGTCAAGGAGTCTG_1", "P4TLH_CTTAGGATCCACGACG_1", "P5TLH_CTCGGAGTCTTAGCCC_1", "P5TLH_ATCACGATCTAAGCCA_1", "P4TLH_AGCAGCCAGACACGAC_1", "P4TLH_CACATAGCACCCTATC_1", "P3TLH_ATTACTCGTACGCTGC_1", "P2TLH_ATCATGGAGCTAAACA_1", "P3TLH_GATGAGGCATTCACTT_1", "P5TLH_CAGCCGAAGAGACTAT_1", "P3TLH_GTGCAGCCAGGGTACA_1", "P3TLH_AACCGCGCACACATGT_1", "P5TLH_GTATCTTAGACCCACC_1", "P1TLH_CTCCTAGCAATGCCAT_1", "P3TLH_GGCCGATGTACAAGTA_1", "P5TLH_CGCGGTAAGAAACGCC_1", "P5TLH_TCGTACCCAGCTTAAC_1", "P1TLH_CTGTTTAAGGAATGGA_1", "P5TLH_CTGGTCTAGAAGGACA_1", "P4TLH_CAGCGACCACATGACT_1", "P3TLH_CTGTTTATCTGAGTGT_1", "P5TLH_GAAATGACACCGAATT_1", "P5TLH_TGACGGCTCAGGATCT_1", "P5TLH_TGACTTTCATGTAGTC_1", "P3TLH_GGACATTTCCATTCTA_1", "P4TLH_CCCTCCTCAGTCGATT_1", "P4TLH_CATCGAACACCACGTG_1", "P1TLH_AACTTTCGTTTGCATG_1", "P3TLH_GCGCGATCAGCTGTTA_1", "P3TLH_ACGCCGACACCGGAAA_1", "P4TLH_AGGGAGTAGAGCTTCT_1", "P3TLH_ACACCAATCGGTGTTA_1", "P4TLH_TACCTTAGTCCTCTTG_1", "P3TLH_ATCTACTTCCCACTTG_1", "P2TLH_CTAACTTGTGCGATAG_1", "P3TLH_TTGACTTGTTCCCGAG_1", "P3TLH_ACGGGCTTCGGCTTGG_1", "P1TLH_CCTATTAAGTCCGTAT_1", "P3TLH_CAGATCAAGATTACCC_1", "P3TLH_TAGTGGTGTGATGCCC_1", "P4TLH_GGCCGATTCCCAAGTA_1", "P5TLH_CATCCACAGAGTCTGG_1", "P4TLH_TACAGTGCATTACCTT_1", "P1TLH_CCGTACTTCCATTCTA_1", "P4TLH_TGTTCCGGTGGCGAAT_1", "P5TLH_GATCGCGAGACTGGGT_1", "P2TLH_AAGACCTAGAGCTGCA_1", "P1TLH_CCTAAAGCACCCATTC_1", "P2TLH_CTCGGAGTCGCCAGCA_1", "P2TLH_CCTTCCCAGCTAACAA_1", "P5TLH_GACACGCCAAAGTCAA_1", "P3TLH_ACAGCCGCATGGTCTA_1", "P3TLH_CGACCTTCAGGTCGTC_1", "P3TLH_TCTCTAATCTTTAGGG_1", "P1TLH_GTCCTCAGTGATGCCC_1", "P1TLH_CAACCTCAGATGTTAG_1", "P1TLH_AGCTCCTAGGACAGAA_1", "P3TLH_TCAACGAGTCCGAAGA_1", "P1TLH_CTGCTGTAGCAATCTC_1", "P5TLH_CCAGCGATCGGAGGTA_1", "P3TLH_TGGACGCAGCGAAGGG_1", "P3TLH_CTACGTCGTGTGGTTT_1", "P4TLH_GTCTCGTAGTGCTGCC_1", "P1TLH_TCTGGAAGTAGTACCT_1", "P5TLH_CCTTTCTAGCGATAGC_1", "P3TLH_GACTAACGTGTTCGAT_1", "P3TLH_AGTAGTCTCCTCAACC_1", "P5TLH_TGGCTGGAGATTACCC_1", "P5TLH_GTCGGGTCAGACGCCT_1", "P4TLH_TGGTTCCTCAGCGATT_1", "P3TLH_TGCCAAATCGGATGTT_1", "P3TLH_AGGGTGACAGGAATCG_1", "P2TLH_AGGGATGAGGATGGTC_1", "P5TLH_ACGCCGAAGAAACCGC_1", "P2TLH_ACGAGCCCACCACGTG_1", "P2TLH_CATGGCGAGTACCGGA_1", "P3TLH_GCTCTGTTCTTGAGGT_1", "P2TLH_CACTCCACAGACGCCT_1", "P3TLH_TACGGATCACATCTTT_1", "P1TLH_CAGCAGCTCACCCTCA_1", "P1TLH_CGCTGGACAAGTAATG_1", "P5TLH_ACATCAGGTACCAGTT_1", "P4TLH_GTAGTCATCGTTACGA_1", "P5TLH_CCGTACTAGCCACGTC_1", "P1TLH_TCACGAATCGGCCGAT_1", "P4TLH_AACTCTTCAGCTGCTG_1", "P3TLH_TGCTGCTTCACTCCTG_1", "P3TLH_GGGACCTTCACCACCT_1", "P2TLH_TGTATTCAGCAATCTC_1", "P4TLH_CATTATCGTACATCCA_1", "P4TLH_CCCATACCACGTCAGC_1", "P4TLH_TGATTTCTCTGCGTAA_1", "P1TLH_TACGGTAAGTGTGGCA_1", "P3TLH_CCAATCCGTTCCCGAG_1", "P3TLH_TTTGCGCTCTGCTTGC_1", "P1TLH_GCTTCCAAGGCGATAC_1", "P3TLH_CTCTACGAGCATGGCA_1", "P1TLH_GGTATTGAGCTCCTCT_1", "P1TLH_CTCATTACAGACACTT_1", "P3TLH_CGTCCATTCGTTGCCT_1", "P3TLH_CCTTACGGTGACGCCT_1", "P5TLH_CTCTGGTTCCCTGACT_1", "P5TLH_CACAAACGTTTGCATG_1", "P1TLH_CGGACACAGGCAGGTT_1", "P1TLH_CGGACACAGATGTAAC_1", "P1TLH_TTAGGACAGGTGTGGT_1", "P3TLH_TCAGCAACAAGGTGTG_1", "P3TLH_TCACAAGGTATATGGA_1", "P3TLH_GCATGCGGTGACCAAG_1", "P3TLH_GCATACAAGGACGAAA_1", "P4TLH_CAGTAACCAGCCAGAA_1", "P3TLH_GCTGCTTGTAGCGCAA_1", "P5TLH_TCTTCGGCAGTTCATG_1", "P3TLH_ATGTGTGCAGGTCGTC_1", "P2TLH_AGTAGTCCAAGCTGAG_1", "P3TLH_CATGCCTGTGCTGTAT_1", "P4TLH_GGTATTGAGTTCGCGC_1", "P3TLH_GATGCTAGTCCAGTAT_1", "P1TLH_CTCGGAGAGCTGAAAT_1", "P4TLH_GGAAAGCCAATCCAAC_1", "P3TLH_TGCCAAAGTTATTCTC_1", "P1TLH_GTTACAGGTCTCGTTC_1", "P3TLH_GGCGACTTCAGTACGT_1", "P5TLH_ATAGACCGTTTGTTGG_1", "P5TLH_CTCGAAATCCGGCACA_1", "P5TLH_GTAGGCCAGATTACCC_1", "P5TLH_GGCCGATCACGCTTTC_1", "P3TLH_GTAGTCAAGTAGGTGC_1", "P2TLH_TCTGAGATCTTGGGTA_1", "P3TLH_TGACTAGGTTAGATGA_1", "P3TLH_ACACCGGTCTCATTCA_1", "P3TLH_CACCACTCAAACGTGG_1", "P4TLH_CAGCAGCTCAACACAC_1", "P3TLH_CATGCCTGTAATCACC_1", "P3TLH_TCACGAAGTCAACTGT_1", "P1TLH_CCAATCCGTCTCTCTG_1", "P3TLH_CGATGTACATGCATGT_1", "P3TLH_TAAGCGTCATGGTTGT_1", "P5TLH_GGCTGGTAGCTCCTTC_1", "P1TLH_CGTAGCGTCCTTCAAT_1", "P3TLH_CGATCGGTCATAAAGG_1", "P3TLH_CTCGTACCATGTTCCC_1", "P3TLH_TGACTTTAGCCAGTAG_1", "P1TLH_CTAACTTCATGACGGA_1", "P3TLH_GCTGCAGCATGTTCCC_1", "P5TLH_CGTAGGCGTGTAAGTA_1", "P2TLH_GAAACTCGTGCACCAC_1", "P3TLH_ACACCCTCAGCCTGTG_1", "P3TLH_AAGGTTCGTATCGCAT_1", "P1TLH_CCGGTAGAGTCCAGGA_1", "P3TLH_CTAGTGATCAGTCCCT_1", "P1TLH_TCGGGACTCCGAAGAG_1", "P3TLH_TTGCGTCCAAACGTGG_1", "P3TLH_ACGGCCAGTCGCCATG_1", "P1TLH_CTAATGGGTATCTGCA_1", "P5TLH_ATGCGATCAAGTTCTG_1", "P5TLH_CGAGCCATCTGAAAGA_1", "P5TLH_TCTCATATCGTTTAGG_1", "P5TLH_GCACATATCATTGCCC_1", "P4TLH_CACATAGAGCTAGCCC_1", "P1TLH_CGTCTACGTAAAGGAG_1", "P5TLH_TCGTAGAGTCCCTACT_1", "P5TLH_CATTCGCGTAGGGACT_1", "P3TLH_CTTCTCTCAGGTCGTC_1", "P3TLH_GCACATACACCGAAAG_1", "P3TLH_CTCGTACGTTAAGGGC_1", "P5TLH_AGCTCCTTCAAGGCTT_1", "P4TLH_GTCATTTGTACAGCAG_1", "P1TLH_AACACGTCAATCACAC_1", "P3TLH_GAAGCAGGTAGCGCTC_1", "P3TLH_TAGACCAGTCAGAGGT_1", "P3TLH_TGCGGGTTCTATCCTA_1", "P3TLH_AAAGCAATCGAATCCA_1", "P2TLH_AACTCAGCACCAGATT_1", "P3TLH_TGCGCAGGTCTTTCAT_1", "P4TLH_TTTATGCGTCACAAGG_1", "P5TLH_AGCTTGAAGCGTTTAC_1", "P5TLH_TTGGCAAGTGTAACGG_1", "P4TLH_GACAGAGAGACGCACA_1", "P5TLH_CTCTAATGTAATCGTC_1", "P5TLH_ACTTGTTAGAGGACGG_1", "P3TLH_CATCCACCACCAGTTA_1", "P3TLH_TACACGATCTTGTCAT_1", "P3TLH_ACTGTCCCATCAGTCA_1", "P5TLH_GAACGGATCCGCATAA_1", "P4TLH_CCACTACTCCGTAGGC_1", "P3TLH_TAAGTGCCATTCCTGC_1", "P3TLH_AGCTCTCCACAGGCCT_1", "P2TLH_ATCCGAAGTCGCGGTT_1", "P1TLH_GTTTCTATCAGCGACC_1", "P5TLH_GTTCGGGTCAAGGTAA_1", "P5TLH_TTCGAAGTCTCTTATG_1", "P2TLH_TGCGTGGGTACCGAGA_1", "P3TLH_TAAGAGAGTTAGGGTG_1", "P4TLH_CACATTTCACTGCCAG_1", "P3TLH_TGAGCCGTCTCGTATT_1", "P3TLH_AGCCTAACAGTGGGAT_1", "P4TLH_CTGATCCTCTGCGGCA_1", "P5TLH_AGGTCATAGTGACTCT_1", "P3TLH_GAATAAGGTAGAAAGG_1", "P3TLH_CCTACACGTAGTACCT_1", "P1TLH_GATCAGTCACGAGAGT_1", "P3TLH_GAACCTAGTCTCCATC_1", "P2TLH_CCTTACGGTCAGGACA_1", "P5TLH_ACTTGTTGTGAGCGAT_1", "P3TLH_CGTGTCTAGTGCCATT_1", "P5TLH_CCTACACAGACTCGGA_1", "P5TLH_GTTACAGGTTATGTGC_1", "P5TLH_TGCCCTAAGTGTCCAT_1", "P3TLH_ATCGAGTAGCTTATCG_1", "P3TLH_CGAACATAGTCCTCCT_1", "P5TLH_GAGTCCGAGCTTCGCG_1", "P3TLH_AGGGTGAGTTCAGGCC_1", "P5TLH_CAGATCAAGAACAATC_1", "P4TLH_CTGCCTAGTAAGAGAG_1", "P5TLH_TGAGCCGCAGGAATCG_1", "P5TLH_CAACTAGTCCGCAGTG_1", "P5TLH_GGGAATGGTTTAGCTG_1", "P4TLH_GACGTTAAGGATGTAT_1", "P4TLH_TAAGAGACAGCTTCGG_1", "P3TLH_AAGCCGCGTGATAAAC_1", "P4TLH_GTGTGCGCACAAGTAA_1", "P5TLH_TGACTTTTCGGCTTGG_1", "P3TLH_TTGAACGTCCCGGATG_1", "P4TLH_CAGTCCTAGGACATTA_1", "P4TLH_ACCCACTCAATGGAGC_1", "P4TLH_TCGCGTTTCGGCGGTT_1", "P3TLH_GTTTCTAAGGATGTAT_1", "P3TLH_TAAGAGATCGAATGGG_1", "P3TLH_GATGAAAGTACCTACA_1", "P5TLH_GACCAATGTGGTACAG_1", "P5TLH_CAACCAAAGATAGTCA_1", "P3TLH_CGCTGGATCGCACTCT_1", "P4TLH_GAGGTGAGTCACCTAA_1", "P3TLH_GACGTTATCCCACTTG_1", "P3TLH_GCATACAGTATGAAAC_1", "P3TLH_TCAATCTAGATAGCAT_1", "P3TLH_AGAGCTTCAGGAATGC_1", "P5TLH_CTCGAAACATGCAACT_1", "P5TLH_GCCTCTAAGCTAGTGG_1", "P3TLH_CGTGTCTAGTTAGGTA_1", "P4TLH_CTCCTAGTCAACACGT_1", "P4TLH_TATTACCGTTAAGGGC_1", "P2TLH_GTATCTTGTAGGAGTC_1", "P2TLH_CAGAGAGGTTGCCTCT_1", "P3TLH_CTTACCGAGCCTCGTG_1", "P1TLH_CGTGTCTCATATGGTC_1", "P3TLH_ACGGCCAGTTCAGTAC_1", "P5TLH_CAGGTGCGTAGCGCTC_1", "P3TLH_ATCTACTTCTATCCTA_1", "P3TLH_GTTCGGGCAGATCTGT_1", "P5TLH_CGCGGTATCTAACCGA_1", "P2TLH_TAAACCGTCCTTGCCA_1", "P3TLH_ATAGACCGTAGTACCT_1", "P3TLH_GTCACAAAGACATAAC_1", "P4TLH_CCTCTGACAGGTCCAC_1", "P5TLH_TACCTATCAACTGCGC_1", "P3TLH_TGCTGCTTCTTTACAC_1", "P5TLH_CATCAAGGTTTGGGCC_1", "P3TLH_AGACGTTGTAAGAGAG_1", "P1TLH_GTACTTTTCAGTCCCT_1", "P3TLH_TCCACACTCCTATTCA_1", "P5TLH_GCGCCAACATTAGCCA_1", "P3TLH_CCTTCCCAGGAATTAC_1", "P4TLH_CGTCTACAGAATAGGG_1", "P5TLH_CCTTCGAAGGGTCTCC_1", "P3TLH_GGCTCGACAAAGGCGT_1", "P3TLH_TGTTCCGGTATAGGGC_1", "P4TLH_AACCATGAGATGCCTT_1", "P3TLH_GTAGTCAGTCTCTCTG_1", "P1TLH_TGGCGCATCCGGCACA_1", "P3TLH_CAGAGAGAGACCCACC_1", "P2TLH_ATTGGACGTATATCCG_1", "P5TLH_AGAGCGACAAAGCGGT_1", "P3TLH_ACTTACTGTCCCTACT_1", "P4TLH_GGACATTCACATTCGA_1", "P3TLH_GGATTACCATTAACCG_1", "P4TLH_TCAACGAGTCTTGCGG_1", "P1TLH_CATCAAGTCTTGTTTG_1", "P3TLH_GTCTTCGGTGGCAAAC_1", "P3TLH_TTTGTCATCTTACCGC_1", "P1TLH_CACACTCAGATACACA_1", "P3TLH_CACTCCACAACAACCT_1", "P5TLH_GAACCTAAGACTGGGT_1", "P3TLH_GACAGAGAGTACGCGA_1", "P3TLH_GACGTTAGTACTTGAC_1", "P5TLH_GCCTCTACAAACCTAC_1", "P3TLH_CGGACTGAGCACCGCT_1", "P3TLH_CCGGGATCACCACCAG_1", "P3TLH_CGAGCACAGCAGATCG_1", "P1TLH_ACATGGTCACATGACT_1", "P5TLH_GGTGCGTTCACAAACC_1", "P1TLH_TGACTTTGTGAAAGAG_1", "P3TLH_CTCAGAACAACGATCT_1", "P3TLH_TGAGCATCATTTGCCC_1", "P3TLH_TGTTCCGTCAAGCCTA_1", "P4TLH_TCTGAGACATACCATG_1", "P5TLH_GTTACAGGTCTGCGGT_1", "P3TLH_CGCTTCAAGGTAGCCA_1", "P3TLH_GCAATCACATACCATG_1", "P3TLH_AGGGTGACAGACGTAG_1", "P4TLH_CATCGGGAGCGTCAAG_1", "P5TLH_CTCGTCACAAGCGATG_1", "P3TLH_TCAGGTATCGCGTTTC_1", "P3TLH_CACAGGCCAGAGTGTG_1", "P5TLH_CCTACACAGACAAGCC_1", "P1TLH_AGCATACCAATAGCAA_1", "P3TLH_TCTTCGGCACATTCGA_1", "P1TLH_GGGTTGCCAAGTCATC_1", "P3TLH_TAGACCACAAGTAATG_1", "P4TLH_TTATGCTTCAGCGACC_1", "P3TLH_CAGAGAGCAATCGAAA_1", "P5TLH_CGACCTTCAGCCTTTC_1", "P3TLH_TCCACACCAGTATAAG_1", "P4TLH_GGGTTGCCAAAGAATC_1", "P4TLH_CGCTATCGTCGAACAG_1", "P4TLH_TACACGAAGGTCATCT_1", "P2TLH_GGTGTTACACAAGCCC_1", "P3TLH_GTGCATACAGATCTGT_1", "P3TLH_TGACAACTCTCGCTTG_1", "P1TLH_GGACAGAAGAGCTATA_1", "P3TLH_ACTGAACCATGTAAGA_1", "P5TLH_TTCTCAACACACCGCA_1", "P3TLH_TTTATGCTCAACTCTT_1", "P4TLH_TCAATCTAGGATGGTC_1", "P1TLH_AGGGAGTCATCCCATC_1", "P3TLH_TCAGGATGTTCAGACT_1", "P1TLH_AGATCTGCACCTCGTT_1", "P1TLH_ATAACGCAGAATAGGG_1", "P1TLH_GACTAACTCGTGTAGT_1", "P2TLH_GTTACAGCAAGTAGTA_1", "P3TLH_TCAACGAAGGTGCTAG_1", "P3TLH_CCTTCCCAGTTCGATC_1", "P3TLH_CATATTCCATCGTCGG_1", "P2TLH_TGAGAGGAGTGTCCAT_1", "P4TLH_GCGCAGTAGGGCATGT_1", "P3TLH_GGTGCGTTCAGTCAGT_1", "P2TLH_ACGTCAATCTGTCTAT_1", "P5TLH_ATGAGGGTCTTCATGT_1", "P3TLH_GCCAAATTCTGTTGAG_1", "P3TLH_GCAATCAAGGTTCCTA_1", "P3TLH_TACTTGTAGACAGAGA_1", "P3TLH_AGGTCCGTCCACTCCA_1", "P3TLH_CAGCATATCTTGAGAC_1", "P5TLH_TCTCTAAAGCAACGGT_1", "P5TLH_AGAGCGACATGCAATC_1", "P3TLH_AAGGCAGGTCCCTTGT_1", "P5TLH_CCATGTCCAGTATGCT_1", "P1TLH_CGGCTAGTCATAGCAC_1", "P3TLH_AGGGAGTAGAGTGACC_1", "P5TLH_AACTTTCTCTTATCTG_1", "P1TLH_CTGCTGTTCTAACTGG_1", "P5TLH_CGTTGGGGTCTCCACT_1", "P5TLH_AAAGCAAGTGTCAATC_1", "P3TLH_TACACGAAGGCTAGAC_1", "P2TLH_GACGTGCTCACTCTTA_1", "P3TLH_CCGTTCACACCCTATC_1", "P4TLH_GGACGTCAGTGTGAAT_1", "P1TLH_TATCAGGCAAGCGATG_1", "P4TLH_CCTAGCTCACAGGAGT_1", "P4TLH_GCACATAAGGGAAACA_1", "P5TLH_CATATGGTCAAGAAGT_1", "P5TLH_TGAGCCGCACTTAACG_1", "P5TLH_TGGCTGGCAAGGTTTC_1", "P3TLH_GATCGTACAAGCTGAG_1", "P3TLH_GCACTCTGTGCTCTTC_1", "P1TLH_GACACGCCAGCGATCC_1", "P4TLH_CTGCCTAGTTCGAATC_1", "P5TLH_GATTCAGAGATGCGAC_1", "P3TLH_ACGCAGCAGAACAATC_1", "P4TLH_GTATCTTTCGTATCAG_1", "P3TLH_ACACCAAAGACTTTCG_1", "P3TLH_CCTTTCTAGATCTGAA_1", "P4TLH_GTGCGGTTCATCGGAT_1", "P5TLH_TCCCGATGTAAGTAGT_1", "P5TLH_TACAGTGAGACTAGAT_1", "P4TLH_CGTAGGCTCATCTGCC_1", "P3TLH_ACATACGTCCTTGCCA_1", "P4TLH_CCCATACCACTCGACG_1", "P3TLH_TTTGCGCTCTGCCCTA_1", "P1TLH_CAGTAACCAGATGAGC_1", "P3TLH_TAAACCGAGCTGTTCA_1", "P5TLH_GCTCCTACATTAGCCA_1", "P5TLH_TCTGGAACAAGAGTCG_1", "P1TLH_GGTGTTATCACAGTAC_1", "P3TLH_AGATCTGAGTAATCCC_1", "P2TLH_CTTAACTCACCTATCC_1", "P1TLH_CTAGTGATCGCGATCG_1", "P5TLH_ACTGAGTTCCTCATTA_1", "P3TLH_CTGCGGACATAAGACA_1", "P5TLH_TACTCGCGTGTCTGAT_1", "P4TLH_CCTCAGTCATCCTTGC_1", "P3TLH_ACGGAGAAGATAGGAG_1", "P1TLH_CTCTACGTCGAGCCCA_1", "P5TLH_AACCGCGAGCCGTCGT_1", "P5TLH_GATGAGGGTACCGAGA_1", "P3TLH_AGCTCTCTCAGTCCCT_1", "P3TLH_TTGACTTCAAGGGTCA_1", "P2TLH_CCGGGATAGAGAGCTC_1", "P3TLH_ACTTACTGTCAAACTC_1", "P4TLH_CTTTGCGGTATAATGG_1", "P3TLH_AGTGGGAGTTTCGCTC_1", "P3TLH_CGAACATCAATGGAGC_1", "P1TLH_AGCGTCGAGAACTGTA_1", "P5TLH_AGAATAGTCCTGCCAT_1", "P5TLH_TCTATTGAGGCGCTCT_1", "P3TLH_AAACGGGAGGCCATAG_1", "P3TLH_CCTCTGAGTAACGCGA_1", "P3TLH_AGTCTTTCACACAGAG_1", "P5TLH_ACACCCTTCAAAGACA_1", "P5TLH_CAGCGACGTGAGCGAT_1", "P4TLH_ACCTTTATCACAGGCC_1", "P2TLH_GCGCCAATCTACTCAT_1", "P3TLH_ATGGGAGAGTCGTACT_1", "P5TLH_ATGTGTGTCACTGGGC_1", "P3TLH_CATTATCTCTCGTATT_1", "P4TLH_CACACTCAGGAATGGA_1", "P3TLH_ACACTGATCGCTTAGA_1", "P4TLH_GTTCTCGAGCGTTGCC_1", "P4TLH_GATGAAATCAGTACGT_1", "P3TLH_GATGAAACATACCATG_1", "P3TLH_ACACTGAGTCGGCACT_1", "P3TLH_AAGGAGCCAATGGAAT_1", "P4TLH_CGCTTCATCGTACCGG_1", "P2TLH_TCATTACAGCTCAACT_1", "P5TLH_CTTTGCGCACGTCAGC_1", "P1TLH_CCACGGATCACCCTCA_1", "P4TLH_AGTAGTCAGAAACCTA_1", "P3TLH_TCAACGATCTCTGTCG_1", "P3TLH_GATGCTATCGGTTAAC_1", "P2TLH_GTCGGGTCAGCGTTCG_1", "P5TLH_CCTCTGAGTCCATCCT_1", "P5TLH_CCCATACAGACAGAGA_1", "P5TLH_CCTCAGTTCTCCAGGG_1", "P5TLH_TGACAACGTGCCTGCA_1", "P4TLH_ATCGAGTCAAACCTAC_1", "P5TLH_GCAGCCATCAGCTTAG_1", "P3TLH_GTATCTTAGTAGCGGT_1", "P5TLH_ATGAGGGAGGAACTGC_1", "P5TLH_GTCGGGTTCTCGGACG_1", "P3TLH_CAGCTGGGTCGTGGCT_1", "P4TLH_TGACTAGCACGTGAGA_1", "P3TLH_ACTTACTGTGCACTTA_1", "P5TLH_TCATTTGCAGACGCCT_1", "P4TLH_TGCGGGTCAGGCTGAA_1", "P1TLH_AGAATAGGTTTCGCTC_1", "P3TLH_GGAGCAACAGCCAATT_1", "P5TLH_CGCGTTTTCCAGTAGT_1", "P4TLH_TACCTATGTACAAGTA_1", "P3TLH_CATCAAGTCGTTGACA_1", "P1TLH_GTCGGGTAGCTGAAAT_1", "P5TLH_TGGCCAGCAAACCTAC_1", "P1TLH_CGACCTTGTATGCTTG_1", "P1TLH_GCCTCTACATGCCCGA_1", "P3TLH_TACTCGCGTTATCCGA_1", "P5TLH_GCGCGATAGGCTCTTA_1", "P3TLH_TCAACGAGTTCTGGTA_1", "P4TLH_CCACGGATCGCGTAGC_1", "P4TLH_CACACCTGTGTCGCTG_1", "P3TLH_TCGTACCGTTCGGCAC_1", "P5TLH_CAGAATCGTGTAATGA_1", "P3TLH_TCAGGTAGTGGCTCCA_1", "P5TLH_TCGAGGCAGAGCTGCA_1", "P3TLH_CCTTCCCGTTGTTTGG_1", "P3TLH_ACGCCAGCAGACGCAA_1", "P5TLH_GTTCGGGGTCGACTAT_1", "P3TLH_GGCCGATTCGACCAGC_1", "P4TLH_CACAGTAAGAGGGCTT_1", "P3TLH_CCTAGCTGTTCAGTAC_1", "P5TLH_CCATTCGCAGCCTTTC_1", "P5TLH_GGGTCTGCACTCAGGC_1", "P3TLH_GTCACAACAATCTACG_1", "P3TLH_TGACTAGCACAGCCCA_1", "P3TLH_GAAATGAAGCTTATCG_1", "P5TLH_ACCGTAAAGTGTCCAT_1", "P2TLH_AGCGTATCAACGATCT_1", "P3TLH_TGAGGGATCATCGATG_1", "P5TLH_AGGGTGATCATTTGGG_1", "P3TLH_TGGCCAGAGATAGGAG_1", "P4TLH_TAGTGGTTCATTCACT_1", "P1TLH_ACTGCTCGTGAGGGAG_1", "P3TLH_CTCGTCAGTAGGCATG_1", "P3TLH_GGGACCTTCCACTCCA_1", "P5TLH_GCAGCCATCACCGTAA_1", "P4TLH_TACTTGTCACAAGTAA_1", "P3TLH_CAGCTGGGTCCAACTA_1", "P4TLH_ACTGATGTCGTAGGTT_1", "P3TLH_CGTCAGGGTCTCATCC_1", "P2TLH_ATTGGACAGCACCGCT_1", "P2TLH_GTAGGCCAGGATCGCA_1", "P4TLH_CATCAGATCCAAGCCG_1", "P3TLH_AAGGCAGAGCCCGAAA_1", "P1TLH_AGAGCTTAGGAGTAGA_1", "P3TLH_CGCGGTATCAGCTTAG_1", "P3TLH_CTCAGAACATGAGCGA_1", "P5TLH_TTGGCAATCTGAGGGA_1", "P2TLH_CTAGAGTTCTTGTCAT_1", "P3TLH_ACAGCTACACCGAAAG_1", "P2TLH_CATATGGAGGATGGAA_1", "P1TLH_TTGAACGGTACAGTTC_1", "P5TLH_TGACTAGCATACTACG_1", "P1TLH_CCTTTCTAGGCTCTTA_1", "P1TLH_GTACGTATCTATCGCC_1", "P3TLH_GAACATCGTCCAGTTA_1", "P1TLH_GTGCTTCAGTCCTCCT_1", "P3TLH_CGATCGGTCGGAGGTA_1", "P4TLH_CCTTACGCAGGCTCAC_1", "P1TLH_CTACGTCCATCACGAT_1", "P3TLH_TTAGGACTCGTATCAG_1", "P5TLH_CAGTAACGTGAGTGAC_1", "P3TLH_CTCTGGTTCTGTGCAA_1", "P3TLH_GTAACTGCACTCAGGC_1", "P3TLH_CAGTCCTGTGTCAATC_1", "P3TLH_CCTCTGAAGCTCTCGG_1", "P5TLH_AGTGGGAAGTGTTTGC_1", "P5TLH_CAGTCCTTCCTCAACC_1", "P3TLH_GCATACATCATCGGAT_1", "P3TLH_AACCATGCATCCCACT_1", "P1TLH_ACATGGTGTCATCGGC_1", "P3TLH_GACACGCAGCTAGTTC_1", "P2TLH_TACTCATCAGGGCATA_1", "P4TLH_AAGGCAGAGACAGGCT_1", "P3TLH_CTCGGGACAGATCTGT_1", "P3TLH_ACTTGTTCACCACGTG_1", "P3TLH_TGATTTCAGTACGTTC_1", "P4TLH_GTTCATTGTTTGACAC_1", "P5TLH_TGAGAGGGTGTGAAAT_1", "P5TLH_AGGGTGACACCGATAT_1", "P3TLH_AGTAGTCCAGCCAATT_1", "P3TLH_TACTCGCCATGTAAGA_1", "P5TLH_TCAGCAATCATGTCTT_1", "P3TLH_AATCCAGCAACTGCTA_1", "P2TLH_GCGAGAAGTTCCCTTG_1", "P3TLH_CTACGTCAGCCAGTTT_1", "P2TLH_AGACGTTGTCACACGC_1", "P1TLH_CCAATCCTCGATAGAA_1", "P5TLH_CTCGAGGAGAAGGTGA_1", "P3TLH_ACTGATGCACGGCTAC_1", "P4TLH_CTCCTAGAGGACGAAA_1", "P1TLH_TACTCATGTAGCGTAG_1", "P5TLH_CGAATGTCAAATCCGT_1", "P4TLH_GATCGATCAGCATGAG_1", "P4TLH_CATGCCTAGAGACTAT_1", "P3TLH_GGCCGATCAGATCTGT_1", "P3TLH_GACACGCAGGGTATCG_1", "P5TLH_CTTGGCTGTCTCCATC_1", "P5TLH_GCTTGAAGTCAAAGAT_1", "P1TLH_ACGGAGATCTATCGCC_1", "P3TLH_GAAACTCCACAGGCCT_1", "P5TLH_TCTGGAAGTTCTCATT_1", "P3TLH_CTAGAGTAGATGGCGT_1", "P3TLH_AGTGTCAGTATTAGCC_1", "P4TLH_CGAGCACTCTCTGCTG_1", "P5TLH_TCTTTCCTCGCAAGCC_1", "P3TLH_CCTCAGTGTGGCTCCA_1", "P5TLH_CATCCACAGGCGATAC_1", "P3TLH_CCTACCATCCTAAGTG_1", "P2TLH_GCAAACTAGGCCCTCA_1", "P5TLH_GGGACCTAGCGTTTAC_1", "P1TLH_CGGCTAGGTTAAGTAG_1", "P5TLH_CACCACTAGAGTAATC_1", "P4TLH_GGCGACTCAGAAGCAC_1", "P3TLH_GAAACTCGTCCGTGAC_1", "P3TLH_AAGGTTCAGGCAGTCA_1", "P3TLH_GAAGCAGAGAGTCTGG_1", "P1TLH_CAAGTTGTCACCCGAG_1", "P3TLH_TGACGGCCAGTCACTA_1", "P3TLH_TGACTTTTCTACTTAC_1", "P3TLH_GTATTCTGTTGGACCC_1", "P5TLH_TGTTCCGCACCATGTA_1", "P4TLH_GTAACGTAGGCATGGT_1", "P4TLH_AATCGGTTCGTCTGAA_1", "P3TLH_AAGGCAGCAATCCGAT_1", "P5TLH_TGACTAGGTTTGTTGG_1", "P4TLH_CTAAGACTCTGCTGTC_1", "P3TLH_GATCGATCAGCTCGCA_1", "P3TLH_CATGACAGTAAATACG_1", "P3TLH_TCCACACCATGTTCCC_1", "P5TLH_CGGGTCATCTCGCTTG_1", "P1TLH_ACCAGTAAGGATGTAT_1", "P4TLH_GACTGCGCATGAGCGA_1", "P5TLH_CGTCCATGTCTGGAGA_1", "P3TLH_TTAGGCATCTGCGGCA_1", "P2TLH_ACAGCCGGTGGTAACG_1", "P1TLH_GCCTCTAGTCCTGCTT_1", "P5TLH_GGGACCTTCAGAGGTG_1", "P3TLH_ACATCAGCAAGTCATC_1", "P5TLH_GTAGTCAGTTAGAACA_1", "P4TLH_GATCGCGAGGCACATG_1", "P3TLH_AGCTCTCGTGAACCTT_1", "P4TLH_TAAGCGTTCTCGTATT_1", "P5TLH_GAGCAGACACCCTATC_1", "P5TLH_CACATAGGTGCTGTAT_1", "P3TLH_CATTCGCTCGTAGGAG_1", "P5TLH_GCCAAATGTAGCCTAT_1", "P5TLH_GCATACATCTAACTGG_1", "P3TLH_CGGACTGTCCTTTCGG_1", "P3TLH_GAGGTGACAAGAAGAG_1", "P3TLH_GGCGACTTCGTCGTTC_1", "P3TLH_TGGGCGTTCTAAGCCA_1", "P5TLH_ACAGCCGTCCTGTACC_1", "P2TLH_ATGCGATCAAACCCAT_1", "P1TLH_AACCATGCAGCGAACA_1", "P2TLH_AACACGTCACGGCTAC_1", "P3TLH_GCTTCCACAATCGAAA_1", "P5TLH_CAGCTAAAGTCGAGTG_1", "P3TLH_ATCCGAAAGAGCCCAA_1", "P5TLH_ATCTACTAGACCTTTG_1", "P2TLH_TAGCCGGGTCCATGAT_1", "P3TLH_GACGTGCTCGCATGGC_1", "P5TLH_CAGCAGCCAGACTCGC_1", "P3TLH_TTTGCGCCAATCAGAA_1", "P4TLH_TCAGCAAAGTGTCCCG_1", "P5TLH_TAGTGGTTCGGTTCGG_1", "P5TLH_TCGCGTTGTCTGATTG_1", "P1TLH_GTTTCTAAGGGTTCCC_1", "P4TLH_GCTTCCACACGAGAGT_1", "P1TLH_GACAGAGGTCAAAGCG_1", "P3TLH_CGTCACTCACTTACGA_1", "P3TLH_CTTAGGAAGACACTAA_1", "P3TLH_CCGTGGAAGGTTCCTA_1", "P5TLH_AACTTTCTCTGCAGTA_1", "P5TLH_CATGCCTGTGTAAGTA_1", "P3TLH_GCACATACATCACGTA_1", "P3TLH_TGTCCCAGTGTGACGA_1", "P3TLH_ATTGGACTCAGAGCTT_1", "P5TLH_AGGGAGTAGAGCAATT_1", "P3TLH_GCGCAGTTCTAACTCT_1", "P5TLH_CTAACTTTCCACTCCA_1", "P4TLH_AGAGTGGCATCAGTAC_1", "P3TLH_ATGAGGGTCACTTATC_1", "P5TLH_ATAAGAGAGATAGTCA_1", "P3TLH_ACATGGTGTTCGCTAA_1", "P3TLH_AACACGTGTGACGGTA_1", "P4TLH_CACACCTGTCGATTGT_1", "P4TLH_ATTATCCCATGCCTAA_1", "P4TLH_CTACCCATCCCACTTG_1", "P1TLH_CCTAAAGGTCGAGATG_1", "P3TLH_CTGAAGTTCGCACTCT_1", "P1TLH_GATGAAATCGGCCGAT_1", "P5TLH_CATGGCGGTAGTAGTA_1", "P3TLH_GTCAAGTAGACTTGAA_1", "P3TLH_CATATTCAGCTAAACA_1", "P2TLH_CCTTCCCAGTGCGATG_1", "P5TLH_TGACTAGGTACTCAAC_1", "P5TLH_GGCAATTTCACATACG_1", "P3TLH_TTGCGTCTCACCCTCA_1", "P3TLH_GAAACTCCATAGTAAG_1", "P5TLH_GACAGAGAGTGTACTC_1", "P5TLH_ACATACGCATGCTAGT_1", "P3TLH_CAACCTCAGGCCCTTG_1", "P1TLH_GGCTCGAAGAAGCCCA_1", "P5TLH_AGTGAGGAGGATTCGG_1", "P2TLH_GACGCGTGTGTGACGA_1", "P1TLH_TGCTGCTCACATGGGA_1", "P3TLH_TGAAAGATCTCGATGA_1", "P3TLH_ATCTACTAGATACACA_1", "P5TLH_TGAAAGAGTCAACATC_1", "P2TLH_GTTAAGCGTAGGCTGA_1", "P1TLH_CGAGCCATCGGTTCGG_1", "P5TLH_CAGTAACTCGCTGATA_1", "P4TLH_CACACAACAATGAAAC_1", "P3TLH_CGTCCATTCAAGGCTT_1", "P5TLH_TGCCCATCACGCCAGT_1", "P5TLH_TAGAGCTAGGAACTGC_1", "P5TLH_TGGGAAGCATGCAACT_1", "P1TLH_GTCACGGAGTACGCGA_1", "P1TLH_GAAGCAGCAGGGTTAG_1", "P4TLH_CCTTCGAAGTCAATAG_1", "P5TLH_TAGTGGTTCACCAGGC_1", "P3TLH_TGTGGTAAGCACCGCT_1", "P4TLH_GTGCGGTAGTGAACAT_1", "P2TLH_TGCGCAGGTACCTACA_1", "P3TLH_ATCTGCCGTGTCCTCT_1", "P3TLH_GATCGCGTCTAACTCT_1", "P3TLH_GAGTCCGGTTTACTCT_1", "P4TLH_CTACCCAGTGGTGTAG_1", "P4TLH_CGTAGGCCACACAGAG_1", "P1TLH_ACGGGTCGTGCCTGCA_1", "P3TLH_TCGGTAAGTCGGCATC_1", "P4TLH_GGTATTGCAATGGAGC_1", "P1TLH_TCAACGATCTCGATGA_1", "P4TLH_GGGCACTCAAATTGCC_1", "P5TLH_ACGCAGCTCGGTCTAA_1", "P3TLH_CACATAGAGCAGATCG_1", "P1TLH_GCAAACTAGCTAGTGG_1", "P3TLH_CAAGTTGCATATACGC_1", "P4TLH_CTCTAATCATCGGAAG_1", "P2TLH_ACGAGGAGTAAATGAC_1", "P2TLH_GTTACAGGTTCCCGAG_1", "P5TLH_GCGGGTTAGCTACCTA_1", "P5TLH_CCTTACGGTTCAGACT_1", "P3TLH_GTTTCTAGTTCAGACT_1", "P5TLH_GCATGATGTCGTTGTA_1", "P2TLH_TACTTGTCAACAACCT_1", "P4TLH_AACTCTTGTGCTAGCC_1", "P3TLH_CCTTACGTCCTAGTGA_1", "P2TLH_GTCCTCAGTCATATCG_1", "P3TLH_CATATGGTCTCTGTCG_1", "P3TLH_TGTCCCATCATGTGGT_1", "P3TLH_TCTTTCCCATTCTCAT_1", "P5TLH_TCGCGAGTCAAGCCTA_1", "P3TLH_TGACTAGTCCCTTGTG_1", "P5TLH_GTCATTTGTTATCCGA_1", "P5TLH_ACGGGTCGTATTCGTG_1", "P4TLH_CCGTGGACAGGGATTG_1", "P1TLH_GCTTGAATCGCCTGTT_1", "P4TLH_AGGCCGTTCGTCACGG_1", "P5TLH_ATCCGAAAGTATGACA_1", "P3TLH_CATATGGGTTGGAGGT_1", "P5TLH_TGAAAGAGTCAAGCGA_1", "P3TLH_TTTGTCACATCCTTGC_1", "P5TLH_CCACCTAAGCGTTTAC_1", "P3TLH_CAGGTGCTCTTCAACT_1", "P1TLH_AGCATACCAATGTTGC_1", "P3TLH_GATCTAGCATCTCGCT_1", "P3TLH_GAACATCGTCCTAGCG_1", "P2TLH_GGCCGATCAGCTATTG_1", "P1TLH_ACTTGTTGTAGCAAAT_1", "P3TLH_GCGCAACTCATCACCC_1", "P4TLH_TACGGATGTGGCGAAT_1", "P3TLH_TAAACCGGTCCCTTGT_1", "P4TLH_GACACGCCAAGTTGTC_1", "P3TLH_CGGAGTCGTAAACACA_1", "P3TLH_GAGGTGATCTTTACGT_1", "P3TLH_CAACCAATCCAGATCA_1", "P4TLH_CTAGAGTCACTCAGGC_1", "P3TLH_CCAGCGAAGTCGCCGT_1", "P3TLH_CGGACACAGCTAGTTC_1", "P1TLH_CGTCCATTCACATACG_1", "P3TLH_CAAGTTGGTGACCAAG_1", "P3TLH_TGTGTTTTCTCGAGTA_1", "P5TLH_TGACGGCAGTACGTTC_1", "P3TLH_GATCGATAGGCCCTCA_1", "P5TLH_TCAACGAGTTGAGTTC_1", "P5TLH_AAGGTTCGTTTGTTGG_1", "P1TLH_TACGGATGTTCGTCTC_1", "P1TLH_GACAGAGGTGTGGCTC_1", "P3TLH_TACCTTATCCCATTAT_1", "P1TLH_GCATGTATCGGTGTCG_1", "P5TLH_GAAACTCAGGCGTACA_1", "P1TLH_ACAGCCGCATCGTCGG_1", "P3TLH_GACTGCGCAGGTCGTC_1", "P2TLH_ATCGAGTAGTACGCCC_1", "P3TLH_CATCGGGGTACCATCA_1", "P3TLH_GGGTTGCCATCTGGTA_1", "P4TLH_TGACGGCTCCTATGTT_1", "P2TLH_TATCTCAGTCTCATCC_1", "P3TLH_TCTTCGGCAGATTGCT_1", "P2TLH_TGCCCATCACGACGAA_1", "P3TLH_TTGGAACCAGGCTGAA_1", "P3TLH_GAACCTAAGACCTAGG_1", "P1TLH_TAGAGCTCACCGGAAA_1", "P3TLH_ATCTACTGTCTAAACC_1", "P2TLH_TCGAGGCAGTTCCACA_1", "P3TLH_TACGGGCAGTGTACCT_1", "P5TLH_CGTTCTGTCATCTGTT_1", "P3TLH_CGAGCCATCAGCACAT_1", "P5TLH_GTGTTAGTCTCGTATT_1", "P3TLH_ACACCAATCTTTCCTC_1", "P5TLH_GATCGCGCAGCTGTTA_1", "P3TLH_TAGAGCTTCACCTTAT_1", "P4TLH_CATATGGGTCCCTACT_1", "P1TLH_GACTACACACATGGGA_1", "P3TLH_AAGCCGCGTCACCCAG_1", "P1TLH_GGGTTGCGTTCAGACT_1", "P3TLH_AGCTCTCAGCTGGAAC_1", "P5TLH_TGAGCCGCATCCGGGT_1", "P1TLH_TTGACTTCACGTTGGC_1", "P3TLH_ACTTGTTAGGCTCATT_1", "P3TLH_GTATTCTAGGTGATTA_1", "P1TLH_CTTAGGAAGTTTCCTT_1", "P4TLH_CGATGTAAGTACGACG_1", "P5TLH_GCTGCAGGTTAAGACA_1", "P1TLH_CATCGAAGTCAGCTAT_1", "P4TLH_CCACCTAGTACAGACG_1", "P4TLH_TCTGAGACAATGTTGC_1", "P3TLH_ACGCAGCCACCGGAAA_1", "P3TLH_TGTATTCAGAAGGGTA_1", "P1TLH_GTGCATACATACGCTA_1", "P4TLH_GCTGGGTGTTGGGACA_1", "P3TLH_AACTCTTCAGCTGCTG_1", "P5TLH_GGTGCGTGTACTTCTT_1", "P1TLH_AGATCTGTCAACACAC_1", "P3TLH_CGTCTACAGAGATGAG_1", "P1TLH_CTCAGAATCATATCGG_1", "P1TLH_TTTGGTTAGCAGCGTA_1", "P1TLH_CCTTACGCAGGGATTG_1", "P3TLH_TGTATTCGTCGTTGTA_1", "P5TLH_GGTGAAGTCTAAGCCA_1", "P5TLH_ACCGTAAAGAGACTTA_1", "P3TLH_CCGGTAGGTTCTCATT_1", "P1TLH_TCTTTCCTCATCGGAT_1", "P5TLH_GGCTCGACATCGATGT_1", "P2TLH_GTGTTAGAGGGCTCTC_1", "P5TLH_ACCTTTAAGGGCTCTC_1", "P4TLH_CGCCAAGAGCGACGTA_1", "P5TLH_AAAGATGAGATCCCAT_1", "P5TLH_GGGCATCAGCTGCAAG_1", "P4TLH_GTAGTCACATTTGCTT_1", "P5TLH_ACATACGGTCCGAATT_1", "P2TLH_GAACCTACAGCTCCGA_1", "P3TLH_TTGCCGTGTCATATGC_1", "P1TLH_TATGCCCTCTAACTTC_1", "P1TLH_CTGATCCAGTCACGCC_1", "P3TLH_ACACCAACAGGCTCAC_1", "P3TLH_CAGAATCTCCCATTTA_1", "P1TLH_AGAATAGCATCTCCCA_1", "P3TLH_TACTCATCATCGGTTA_1", "P3TLH_AGGGATGGTAATCACC_1", "P5TLH_TTCGAAGGTACTTGAC_1", "P3TLH_GGTGAAGCACTTACGA_1", "P3TLH_TCACAAGCACGGTGTC_1", "P3TLH_CGGGTCACAAGCCGCT_1", "P3TLH_ATCTGCCCAGATCGGA_1", "P3TLH_TGAGGGATCACCCTCA_1", "P3TLH_AGATCTGCAGTCGTGC_1", "P1TLH_CGAGAAGGTTATGCGT_1", "P3TLH_CAGCATAGTCATCCCT_1", "P1TLH_AGGCCACGTCCAGTTA_1", "P3TLH_ACACTGACAAGACACG_1", "P3TLH_GGAATAAAGCAATATG_1", "P4TLH_CGCTGGATCTGTCCGT_1", "P3TLH_CTTAACTTCGTTACGA_1", "P1TLH_CACAGTAGTCTGGAGA_1", "P3TLH_CAGCAGCCAGTGACAG_1", "P3TLH_AGCAGCCTCGACCAGC_1", "P3TLH_GCATGATAGTTCCACA_1", "P4TLH_ATAGACCCAGTTCCCT_1", "P3TLH_ATTGGACAGTGAATTG_1", "P4TLH_AGAGCGATCTGGCGTG_1", "P4TLH_TAAACCGGTCTGCAAT_1", "P5TLH_ATCATGGAGGCATGTG_1", "P1TLH_AGCGTCGAGGGTGTGT_1", "P5TLH_GGATGTTTCTACTTAC_1", "P2TLH_TTTATGCCACCACCAG_1", "P1TLH_CGAACATAGGACATTA_1", "P5TLH_CGCCAAGGTCGGCTCA_1", "P3TLH_AATCCAGAGCTAGCCC_1", "P1TLH_CATCAAGCATACAGCT_1", "P1TLH_GTGCGGTTCGGAAACG_1", "P4TLH_TACTCATCAGCGTCCA_1", "P1TLH_TCTATTGGTGTGTGCC_1", "P3TLH_AGGTCATAGTAGATGT_1", "P5TLH_GGGTCTGTCGATCCCT_1", "P3TLH_TCGCGAGGTAGAGCTG_1", "P1TLH_CTAGAGTCAGATCCAT_1", "P5TLH_GGTGCGTGTCTCTCGT_1", "P5TLH_GTCGGGTCATACGCTA_1", "P5TLH_TACTCATCATTCACTT_1", "P4TLH_TCAGGTAAGGATGTAT_1", "P3TLH_CTGCGGACAGCTCGCA_1", "P4TLH_CCTTACGGTCACAAGG_1", "P5TLH_GGGATGATCCTTGGTC_1", "P1TLH_TCTGAGATCGCCAAAT_1", "P3TLH_GAAGCAGCAACCGCCA_1", "P3TLH_AAGTCTGTCAACACTG_1", "P3TLH_GCTTGAAAGCCCAACC_1", "P3TLH_TCCCGATGTGAGGGAG_1", "P5TLH_GTTCGGGTCCGCTGTT_1", "P3TLH_ATTTCTGAGTAGGCCA_1", "P1TLH_CGTGAGCTCAAACGGG_1", "P1TLH_TTAGGACAGTGCCATT_1", "P5TLH_ATGTGTGGTCTCTTAT_1", "P3TLH_CTAGCCTAGGAGTCTG_1", "P5TLH_TCTCATAAGGCAATTA_1", "P1TLH_GACCTGGCAAGTTAAG_1", "P3TLH_TCCACACGTCTAGAGG_1", "P1TLH_GCCTCTACACCAGTTA_1", "P3TLH_GTGCTTCCAACGATGG_1", "P3TLH_CCGGTAGGTCTCCATC_1", "P5TLH_GGTGCGTCAACTGGCC_1", "P3TLH_GGCTCGATCACCCGAG_1", "P5TLH_TACGGGCGTATCGCAT_1", "P2TLH_TTAGGCATCCTGCAGG_1", "P3TLH_CTAGAGTTCACAATGC_1", "P4TLH_GAATAAGTCGGTGTTA_1", "P1TLH_GAAATGAAGTCCGTAT_1", "P3TLH_AAGGCAGCACTGTCGG_1", "P3TLH_ACATCAGGTCTAAACC_1", "P5TLH_TTCTCAATCACTGGGC_1", "P2TLH_GGGCATCGTGGCTCCA_1", "P4TLH_CGATCGGCAAGGGTCA_1", "P3TLH_AAGGTTCAGGCTAGGT_1" )), mapping = structure(list(x = ~UMAP_1, y = ~UMAP_2), class = "uneval")): Problem while converting geom to grob.
#> ℹ Error occurred in the 1st layer.
#> Caused by error:
#> ! Unknown colour name: scPagwas.downTRS.Score2