karstenkrug
commented
4 years ago The ssGSEAProjection GenePattern module is a different piece of software and might not yield the exact same results. Furthermore, the scale of calculated normalized enrichment scores (NES) depends on the chosen parameter such as statistics (KS vs. AUC), normalization (rank vs. none), weights, number of permutations, etc. From your post it is pretty much impossible to tell where the differences originate from. I would still expect a good correlation between both scores though which you could easily inspect in a scatterplot.
GenePattern Resut：KEGG_PURINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PURINE_METABOLISM 16316.6858349183 19992.8134578705 16369.1042235059 17219.2925225957 20788.1114179079 16854.8585019757 20900.2716177576 16935.2484538713 22506.5435349538 16703.0916391121 19956.7456762629 16530.3481135477 20750.2749009756 16609.845186382 20856.3330284517 15874.2030038986 19464.6377213729 16754.2294982322 20459.2390643634 21416.0245994417 17190.4133047819 20217.4337998266 17302.8523231967 20048.5102549165 16825.3683521992 20565.1029916579 16411.9529849179 19514.885571968 16318.8345486363 20775.3445827709 15778.4496985456 20606.3793831518 15866.6908306049 19922.4621841025 16184.6487299431 20639.924351148 19844.3042965626 20243.169321749 16738.3534244662 19128.1149062539 17012.5691212235 20530.0841169783 16708.0196726985 21457.0793675355 16373.0217097688 20653.3633715086 16132.1652847619 20493.6930292708 16594.2154596363 22384.4588273072 15723.0534342241 20235.0264060578 16932.398914062 20675.358432208 17178.1321220524 20989.5363902757 22452.914992353 local R ssGSEA：#1.3 1 57 117 0 id Signature.set.description Signature.set.size Signature.set.overlap.percent.s_081124004_001_RPKM Signature.set.overlap.percent.s_081124004_006_RPKM Signature.set.overlap.percent.s_081203007_001_RPKM Signature.set.overlap.percent.s_081212005_002_RPKM Signature.set.overlap.percent.s_081212005_006_RPKM Signature.set.overlap.percent.s_090715009_001_RPKM Signature.set.overlap.percent.s_090715009_009_RPKM Signature.set.overlap.percent.s_091014006_001_RPKM Signature.set.overlap.percent.s_091014006_006_RPKM Signature.set.overlap.percent.s_091216005_001_RPKM Signature.set.overlap.percent.s_091216005_011_RPKM Signature.set.overlap.percent.s_100202007_001_RPKM Signature.set.overlap.percent.s_100202007_010_RPKM Signature.set.overlap.percent.s_100315003_001_RPKM Signature.set.overlap.percent.s_100315003_011_RPKM Signature.set.overlap.percent.s_100428011_001_RPKM 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Signature.set.overlap.percent.s_130625010_012_RPKM Signature.set.overlap.percent.s_130716009_001_RPKM Signature.set.overlap.percent.s_130717008_001_RPKM Signature.set.overlap.percent.s_131015008_001_RPKM Signature.set.overlap.percent.s_131015008_007_RPKM Signature.set.overlap.percent.s_140317035_002_RPKM Signature.set.overlap.percent.s_140317035_011_RPKM Signature.set.overlap.percent.s_140421025_001_RPKM Signature.set.overlap.percent.s_140421025_011_RPKM Signature.set.overlap.percent.s_140819015_001_RPKM Signature.set.overlap.percent.s_140819015_011_RPKM Signature.set.overlap.percent.s_140827007_001_RPKM Signature.set.overlap.percent.s_140827007_011_RPKM Signature.set.overlap.percent.s_141104018_010_RPKM Signature.set.overlap.percent.s_141104018_020_RPKM Signature.set.overlap.percent.s_150106014_001_RPKM Signature.set.overlap.percent.s_150106014_011_RPKM Signature.set.overlap.percent.s_150306011_001_RPKM Signature.set.overlap.percent.s_150306011_011_RPKM Signature.set.overlap.percent.s_80428002_RPKM Signature.set.overlap.percent.s_80428007_RPKM Signature.set.overlap.percent.s_81203007_007_RPKM Signature.set.overlap.s_081124004_001_RPKM Signature.set.overlap.s_081124004_006_RPKM Signature.set.overlap.s_081203007_001_RPKM Signature.set.overlap.s_081212005_002_RPKM Signature.set.overlap.s_081212005_006_RPKM Signature.set.overlap.s_090715009_001_RPKM Signature.set.overlap.s_090715009_009_RPKM Signature.set.overlap.s_091014006_001_RPKM Signature.set.overlap.s_091014006_006_RPKM Signature.set.overlap.s_091216005_001_RPKM Signature.set.overlap.s_091216005_011_RPKM Signature.set.overlap.s_100202007_001_RPKM Signature.set.overlap.s_100202007_010_RPKM Signature.set.overlap.s_100315003_001_RPKM Signature.set.overlap.s_100315003_011_RPKM Signature.set.overlap.s_100428011_001_RPKM Signature.set.overlap.s_100428011_011_RPKM Signature.set.overlap.s_100712007_001_RPKM Signature.set.overlap.s_100712007_011_RPKM Signature.set.overlap.s_110308013_007_RPKM Signature.set.overlap.s_111227013_001_RPKM Signature.set.overlap.s_111227013_011_RPKM Signature.set.overlap.s_120723019_003_RPKM Signature.set.overlap.s_120723019_011_RPKM Signature.set.overlap.s_120725012_001_RPKM Signature.set.overlap.s_120725012_009_RPKM Signature.set.overlap.s_120813017_001_RPKM Signature.set.overlap.s_120813017_008_RPKM Signature.set.overlap.s_120926009_001_RPKM Signature.set.overlap.s_120926009_008_RPKM Signature.set.overlap.s_121119027_001_RPKM Signature.set.overlap.s_121119027_005_RPKM Signature.set.overlap.s_130128020_001_RPKM Signature.set.overlap.s_130128020_007_RPKM Signature.set.overlap.s_130625010_001_RPKM Signature.set.overlap.s_130625010_012_RPKM Signature.set.overlap.s_130716009_001_RPKM Signature.set.overlap.s_130717008_001_RPKM Signature.set.overlap.s_131015008_001_RPKM Signature.set.overlap.s_131015008_007_RPKM Signature.set.overlap.s_140317035_002_RPKM Signature.set.overlap.s_140317035_011_RPKM Signature.set.overlap.s_140421025_001_RPKM Signature.set.overlap.s_140421025_011_RPKM Signature.set.overlap.s_140819015_001_RPKM Signature.set.overlap.s_140819015_011_RPKM Signature.set.overlap.s_140827007_001_RPKM Signature.set.overlap.s_140827007_011_RPKM Signature.set.overlap.s_141104018_010_RPKM Signature.set.overlap.s_141104018_020_RPKM Signature.set.overlap.s_150106014_001_RPKM Signature.set.overlap.s_150106014_011_RPKM Signature.set.overlap.s_150306011_001_RPKM Signature.set.overlap.s_150306011_011_RPKM Signature.set.overlap.s_80428002_RPKM Signature.set.overlap.s_80428007_RPKM Signature.set.overlap.s_81203007_007_RPKM No.columns.scored s_081124004_001_RPKM s_081124004_006_RPKM s_081203007_001_RPKM s_081212005_002_RPKM s_081212005_006_RPKM s_090715009_001_RPKM s_090715009_009_RPKM s_091014006_001_RPKM s_091014006_006_RPKM s_091216005_001_RPKM s_091216005_011_RPKM s_100202007_001_RPKM s_100202007_010_RPKM s_100315003_001_RPKM s_100315003_011_RPKM s_100428011_001_RPKM s_100428011_011_RPKM s_100712007_001_RPKM s_100712007_011_RPKM s_110308013_007_RPKM s_111227013_001_RPKM s_111227013_011_RPKM s_120723019_003_RPKM s_120723019_011_RPKM s_120725012_001_RPKM s_120725012_009_RPKM s_120813017_001_RPKM s_120813017_008_RPKM s_120926009_001_RPKM s_120926009_008_RPKM s_121119027_001_RPKM s_121119027_005_RPKM s_130128020_001_RPKM s_130128020_007_RPKM s_130625010_001_RPKM s_130625010_012_RPKM s_130716009_001_RPKM s_130717008_001_RPKM s_131015008_001_RPKM s_131015008_007_RPKM s_140317035_002_RPKM s_140317035_011_RPKM s_140421025_001_RPKM s_140421025_011_RPKM s_140819015_001_RPKM s_140819015_011_RPKM s_140827007_001_RPKM s_140827007_011_RPKM s_141104018_010_RPKM s_141104018_020_RPKM s_150106014_001_RPKM s_150106014_011_RPKM s_150306011_001_RPKM s_150306011_011_RPKM s_80428002_RPKM s_80428007_RPKM s_81203007_007_RPKM KEGG_PURINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PURINE_METABOLISM 159 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 12.6 PKLR|GUK1|AK2|POLR3GL|AK4|ADSS|AMPD2|POLR3C|NME7|PRUNE|PDE4B|NPR1|ADCY10|ADCY3|RRM2|ALLC|NT5C1B|AK5|NT5C1A|AMPD1 GUK1|POLR3GL|ADSS|NME7|AK2|POLR3C|PRUNE|RRM2|ADCY3|AMPD2|AK4|PDE4B|PKLR|NT5C1B|NPR1|AK5|ADCY10|ALLC|AMPD1|NT5C1A PKLR|GUK1|AK4|AK2|POLR3GL|ADSS|POLR3C|NME7|AMPD2|PRUNE|ADCY10|NPR1|PDE4B|RRM2|ADCY3|ALLC|NT5C1B|AMPD1|NT5C1A|AK5 GUK1|PKLR|AK2|POLR3GL|AK4|ADSS|AMPD2|POLR3C|PRUNE|NME7|NPR1|PDE4B|ADCY3|RRM2|ADCY10|ALLC|NT5C1B|AMPD1|NT5C1A|AK5 GUK1|AK4|POLR3GL|PKLR|ADSS|PRUNE|NME7|AK2|POLR3C|AMPD2|RRM2|ADCY3|NPR1|ADCY10|NT5C1B|PDE4B|AMPD1|ALLC|AK5|NT5C1A GUK1|AK2|POLR3GL|PKLR|AK4|ADSS|AMPD2|POLR3C|NME7|PRUNE|NPR1|PDE4B|ADCY10|ADCY3|RRM2|ALLC|NT5C1B|AMPD1|AK5|NT5C1A GUK1|AK2|POLR3GL|NME7|AK4|ADSS|RRM2|POLR3C|PRUNE|AMPD2|ADCY3|PKLR|NPR1|AK5|PDE4B|NT5C1B|ADCY10|AMPD1|NT5C1A|ALLC GUK1|AK2|POLR3GL|AK4|PKLR|ADSS|AMPD2|POLR3C|PRUNE|NME7|NPR1|PDE4B|ADCY3|ADCY10|RRM2|ALLC|NT5C1B|AK5|NT5C1A|AMPD1 GUK1|AK2|POLR3GL|ADSS|RRM2|POLR3C|AK4|NME7|ADCY3|AMPD2|PRUNE|PDE4B|NPR1|NT5C1B|ALLC|AK5|PKLR|ADCY10|NT5C1A|AMPD1 PKLR|AK4|AK2|GUK1|POLR3GL|ADSS|AMPD2|PRUNE|POLR3C|NME7|ADCY10|NPR1|PDE4B|ADCY3|ALLC|NT5C1B|RRM2|NT5C1A|AK5|AMPD1 GUK1|AK2|POLR3GL|NME7|POLR3C|ADSS|PRUNE|AMPD2|RRM2|AK4|NPR1|ADCY3|PDE4B|NT5C1B|PKLR|AMPD1|AK5|ALLC|ADCY10|NT5C1A PKLR|GUK1|POLR3GL|AK2|AK4|ADSS|AMPD2|NME7|PRUNE|POLR3C|PDE4B|ADCY10|NPR1|ADCY3|RRM2|ALLC|NT5C1B|AMPD1|NT5C1A|AK5 GUK1|NME7|AK2|POLR3GL|AK4|ADSS|AMPD2|POLR3C|PRUNE|RRM2|ADCY3|NPR1|PDE4B|NT5C1B|PKLR|ADCY10|AK5|NT5C1A|AMPD1|ALLC PKLR|AK4|POLR3GL|AK2|GUK1|ADSS|AMPD2|POLR3C|PRUNE|NME7|NPR1|PDE4B|ADCY3|ADCY10|RRM2|NT5C1B|AMPD1|ALLC|AK5|NT5C1A GUK1|AK2|POLR3GL|POLR3C|ADSS|PRUNE|NME7|RRM2|AK4|ADCY3|AMPD2|PKLR|PDE4B|NPR1|NT5C1B|ADCY10|NT5C1A|AK5|AMPD1|ALLC PKLR|AK4|GUK1|AK2|POLR3GL|ADSS|PRUNE|AMPD2|POLR3C|NME7|ADCY10|NPR1|PDE4B|RRM2|ADCY3|ALLC|NT5C1B|AK5|NT5C1A|AMPD1 GUK1|NME7|AK2|RRM2|ADSS|POLR3GL|PRUNE|POLR3C|AMPD2|AK4|ADCY3|PKLR|PDE4B|AK5|NPR1|ADCY10|NT5C1B|ALLC|NT5C1A|AMPD1 PKLR|GUK1|AK4|POLR3GL|AK2|ADSS|AMPD2|POLR3C|NME7|PRUNE|NPR1|PDE4B|ADCY3|ADCY10|NT5C1B|RRM2|ALLC|AMPD1|AK5|NT5C1A GUK1|AK2|POLR3GL|POLR3C|RRM2|ADSS|NME7|PRUNE|ADCY3|AMPD2|AK4|PKLR|NPR1|PDE4B|NT5C1B|ADCY10|NT5C1A|AK5|AMPD1|ALLC GUK1|AK2|POLR3GL|NME7|ADSS|POLR3C|PRUNE|ADCY3|AMPD2|RRM2|NPR1|AK4|NT5C1B|ADCY10|PDE4B|ALLC|AK5|PKLR|AMPD1|NT5C1A GUK1|AK4|AK2|POLR3GL|PKLR|NME7|PRUNE|ADSS|AMPD2|POLR3C|NPR1|ADCY10|PDE4B|ADCY3|RRM2|ALLC|NT5C1B|AK5|NT5C1A|AMPD1 GUK1|NME7|AK2|RRM2|AK4|POLR3GL|ADSS|POLR3C|PRUNE|AMPD2|ADCY3|PDE4B|NPR1|PKLR|NT5C1B|ALLC|AMPD1|ADCY10|AK5|NT5C1A GUK1|POLR3GL|AK2|AK4|PKLR|ADSS|POLR3C|AMPD2|NME7|PRUNE|NPR1|ADCY3|PDE4B|ADCY10|RRM2|ALLC|NT5C1B|AK5|AMPD1|NT5C1A GUK1|POLR3GL|NME7|AK2|POLR3C|ADSS|PRUNE|AMPD2|PDE4B|AK4|ADCY3|RRM2|NPR1|NT5C1B|ADCY10|PKLR|AK5|ALLC|NT5C1A|AMPD1 GUK1|PKLR|AK2|POLR3GL|AK4|POLR3C|ADSS|NME7|AMPD2|PRUNE|NPR1|PDE4B|ADCY3|RRM2|ADCY10|NT5C1B|ALLC|AMPD1|AK5|NT5C1A GUK1|NME7|AK2|ADSS|POLR3GL|POLR3C|RRM2|PRUNE|AK4|AMPD2|ADCY3|NPR1|PDE4B|PKLR|AK5|NT5C1B|ALLC|ADCY10|NT5C1A|AMPD1 GUK1|POLR3GL|AK2|AK4|PKLR|ADSS|NME7|AMPD2|POLR3C|PRUNE|NPR1|ADCY3|PDE4B|ADCY10|NT5C1B|ALLC|RRM2|AMPD1|AK5|NT5C1A GUK1|NME7|POLR3GL|AK2|AK4|ADSS|AMPD2|POLR3C|PKLR|ADCY3|PRUNE|RRM2|PDE4B|NPR1|ALLC|AMPD1|ADCY10|NT5C1B|AK5|NT5C1A PKLR|AK4|POLR3GL|GUK1|AK2|ADSS|PRUNE|AMPD2|POLR3C|NME7|NPR1|ADCY10|PDE4B|ADCY3|NT5C1B|ALLC|RRM2|NT5C1A|AK5|AMPD1 POLR3GL|NME7|GUK1|POLR3C|AK2|PRUNE|ADSS|AMPD2|ADCY3|RRM2|NPR1|AK4|NT5C1B|PDE4B|ALLC|PKLR|ADCY10|AK5|AMPD1|NT5C1A GUK1|PKLR|POLR3GL|AK2|AK4|ADSS|AMPD2|PRUNE|NME7|POLR3C|PDE4B|ADCY10|NPR1|ADCY3|ALLC|NT5C1B|RRM2|AK5|AMPD1|NT5C1A GUK1|AK2|RRM2|ADSS|POLR3GL|NME7|POLR3C|PRUNE|AMPD2|AK4|ADCY3|NT5C1B|PKLR|PDE4B|NPR1|ALLC|AK5|AMPD1|ADCY10|NT5C1A PKLR|AK2|AK4|GUK1|POLR3GL|ADSS|POLR3C|NME7|AMPD2|PRUNE|NPR1|PDE4B|ADCY10|NT5C1B|ADCY3|RRM2|ALLC|AMPD1|AK5|NT5C1A POLR3GL|GUK1|AK2|ADSS|NME7|RRM2|PRUNE|POLR3C|AK4|AMPD2|PKLR|ADCY3|NPR1|ADCY10|PDE4B|NT5C1B|AMPD1|ALLC|AK5|NT5C1A GUK1|PKLR|POLR3GL|AK2|AK4|ADSS|AMPD2|NME7|POLR3C|PRUNE|NPR1|PDE4B|ADCY3|ADCY10|NT5C1B|RRM2|ALLC|AMPD1|NT5C1A|AK5 GUK1|AK2|POLR3GL|ADSS|RRM2|POLR3C|AMPD2|PRUNE|NME7|AK4|ADCY3|NPR1|PKLR|PDE4B|NT5C1B|AK5|ADCY10|AMPD1|ALLC|NT5C1A GUK1|AK2|POLR3GL|ADSS|NME7|POLR3C|AMPD2|PRUNE|AK4|ADCY3|PDE4B|RRM2|NPR1|AMPD1|NT5C1B|PKLR|ALLC|AK5|ADCY10|NT5C1A GUK1|NME7|AK2|POLR3GL|ADSS|POLR3C|PRUNE|AMPD2|NPR1|ADCY3|RRM2|PKLR|AK4|NT5C1B|PDE4B|ALLC|ADCY10|AK5|AMPD1|NT5C1A PKLR|GUK1|POLR3GL|AK4|AK2|AMPD2|ADSS|PRUNE|POLR3C|NME7|ADCY10|NPR1|PDE4B|ADCY3|ALLC|NT5C1B|RRM2|AMPD1|NT5C1A|AK5 GUK1|ADSS|AK2|POLR3GL|NME7|POLR3C|PRUNE|PKLR|AK4|AMPD2|NPR1|ADCY3|RRM2|PDE4B|NT5C1B|AK5|AMPD1|ALLC|ADCY10|NT5C1A GUK1|POLR3GL|PKLR|AK2|AK4|AMPD2|PRUNE|POLR3C|NME7|ADSS|NPR1|PDE4B|ADCY3|ADCY10|ALLC|NT5C1B|RRM2|AMPD1|AK5|NT5C1A GUK1|AK2|POLR3GL|RRM2|NME7|ADCY3|ADSS|AK4|PRUNE|POLR3C|AMPD2|NPR1|PKLR|PDE4B|NT5C1B|ALLC|AMPD1|ADCY10|AK5|NT5C1A PKLR|GUK1|AK4|AK2|POLR3GL|AMPD2|NME7|PRUNE|POLR3C|ADSS|NPR1|ADCY10|PDE4B|ADCY3|ALLC|RRM2|NT5C1B|AMPD1|NT5C1A|AK5 GUK1|AK2|AK4|POLR3GL|ADSS|PRUNE|NME7|POLR3C|AMPD2|RRM2|ADCY3|NPR1|NT5C1B|AK5|PKLR|ADCY10|PDE4B|AMPD1|NT5C1A|ALLC GUK1|PKLR|POLR3GL|AK2|AK4|AMPD2|ADSS|NME7|POLR3C|PRUNE|NPR1|ADCY10|PDE4B|ADCY3|NT5C1B|ALLC|RRM2|AK5|NT5C1A|AMPD1 GUK1|POLR3GL|NME7|AK4|AK2|RRM2|ADSS|POLR3C|PRUNE|ADCY3|AMPD2|NPR1|NT5C1B|PDE4B|PKLR|AMPD1|ALLC|ADCY10|AK5|NT5C1A PKLR|AK4|GUK1|AK2|POLR3GL|ADSS|AMPD2|NME7|PRUNE|POLR3C|ADCY10|PDE4B|NPR1|ADCY3|NT5C1B|ALLC|RRM2|AMPD1|NT5C1A|AK5 GUK1|POLR3GL|ADSS|POLR3C|PRUNE|AK2|NME7|RRM2|AK4|AMPD2|ADCY3|PKLR|NPR1|NT5C1B|PDE4B|ALLC|ADCY10|AK5|AMPD1|NT5C1A GUK1|AK2|POLR3GL|PKLR|AK4|ADSS|NME7|POLR3C|AMPD2|NPR1|PRUNE|PDE4B|ADCY3|ADCY10|NT5C1B|ALLC|RRM2|AK5|NT5C1A|AMPD1 GUK1|AK2|AMPD2|POLR3GL|PRUNE|ADSS|RRM2|POLR3C|ADCY3|NME7|PDE4B|NPR1|PKLR|NT5C1B|ADCY10|AK4|ALLC|AMPD1|AK5|NT5C1A AK4|AK2|POLR3GL|PKLR|GUK1|ADSS|AMPD2|PRUNE|NME7|POLR3C|PDE4B|ADCY10|NPR1|RRM2|NT5C1B|ADCY3|ALLC|AK5|NT5C1A|AMPD1 GUK1|NME7|POLR3GL|AK2|PRUNE|PKLR|POLR3C|NPR1|AK4|ADSS|AMPD2|ADCY3|RRM2|ADCY10|PDE4B|ALLC|NT5C1B|AK5|AMPD1|NT5C1A PKLR|GUK1|AK2|POLR3GL|AK4|ADSS|POLR3C|AMPD2|NME7|PRUNE|NPR1|ADCY10|ADCY3|PDE4B|NT5C1B|ALLC|RRM2|AMPD1|NT5C1A|AK5 AK2|NME7|GUK1|POLR3GL|ADSS|POLR3C|AMPD2|PRUNE|ADCY3|AK4|PKLR|RRM2|NPR1|PDE4B|NT5C1B|ADCY10|AK5|NT5C1A|AMPD1|ALLC PKLR|GUK1|POLR3GL|AK2|AK4|AMPD2|ADSS|POLR3C|PRUNE|NPR1|ADCY10|NME7|ADCY3|PDE4B|RRM2|ALLC|NT5C1B|AMPD1|AK5|NT5C1A GUK1|NME7|AK2|RRM2|AK4|POLR3GL|POLR3C|ADSS|AMPD2|ADCY3|PRUNE|PDE4B|NPR1|AK5|NT5C1B|ALLC|PKLR|ADCY10|NT5C1A|AMPD1 GUK1|NME7|AK2|POLR3GL|RRM2|POLR3C|ADSS|AK4|PRUNE|ADCY3|AMPD2|PDE4B|PKLR|NPR1|NT5C1B|ADCY10|AK5|NT5C1A|AMPD1|ALLC 57 1412.1682 1173.469 1381.1962 1317.0821 1250.3527 1487.9278 1107.3972 1360.3829 1259.0307 1319.8146 1359.231 1416.2367 1069.7073 1312.3542 1007.7 1389.7761 1219.7445 1401.5903 1041.29 1327.2171 1321.6525 1301.2688 1453.5613 1080.2981 1399.1139 1282.7243 1372.3031 1408.7756 1229.7386 1165.2618 1373.0312 1229.4214 1463.0609 1297.6972 1350.2391 1327.9156 1360.676 1102.9929 1347.0791 1331.9284 1482.3412 1319.8684 1286.2829 1241.2156 1279.0035 1059.0281 1355.7894 1245.7092 1335.0677 1173.0419 1423.307 1281.3805 1273.1157 1075.8981 1382.3635 1400.5717 1322.7808