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. 2021 Jun 29;22(13):6987. doi: 10.3390/ijms22136987

Table 1.

Top 10 genes/GO terms in each cluster.

Cluster 1 Metabolism GO Description Top Gene LogFC adj. p-Value
GO:0044255 Cellular lipid Metabolic process Lipa 1.880428797 8.3778 × 10−265
GO:0006629 Lipid metabolic process Lima1 1.386559217 4.9641 × 10−287
GO:0055114 oxidation-reduction process P4ha1 1.216435527 4.0584 × 10−292
GO:0032787 monocarboxylic acid metabolic process Idh1 1.584898068 1.4915 × 10−241
GO:0044242 cellular lipid catabolic process Asah1 0.963340936 1.8342 × 10−167
GO:0051092 positive regulation of NF-kappaB transcription factor activity Il1rap 2.253245162 4.1379 × 10−303
GO:0008610 lipid biosynthetic process Serinc1 0.986106666 7.161 × 10−242
GO:0008610 lipid biosynthetic process Serinc1 0.986106666 7.161 × 10−242
GO:0072329 monocarboxylic acid catabolic process Ilvbl 2.185676922 1.048 × 10−151
GO:0034389 lipid droplet organization Sqle 0.920963676 4.2693 × 10−134
GO:0044281 small molecule metabolic process Cd44 0.996198493 5.32 × 10−285
Cluster 2 Immune GO Description Top Gene logFC adj. p-Value
GO:0006952 defense response Rtp4 4.132592871 1.8172 × 10−298
GO:0051707 response to other organism Usp18 6.2573426 1.7065 × 10−301
GO:0043207 response to external biotic stimulus Stat1 2.589408409 1.0021 × 10−269
GO:0002376 immune system process Ifi44 6.77996421 8.9746 × 10−266
GO:0009607 response to biotic stimulus Mlkl 4.440672777 7.6562 × 10−261
GO:0006955 immune response Cyba 6.401161196 2.3696 × 10−247
GO:0051704 multi-organism process Ifit2 2.868875789 7.9652 × 10−245
GO:0009605 response to external stimulus Gbp3 4.860447879 4.3027 × 10−236
GO:0009615 response to virus Oasl2 7.648377266 2.6227 × 10−227
GO:0098542 defense response to other organism Irgm2 4.930420913 4.1127 × 10−205
Cluster 3 Development GO Description Top Gene logFC adj. p-Value
GO:0032502 developmental process Slc6a17 −3.493587034 1.5326 × 10−295
GO:0048869 cellular developmental process Kazald1 −4.33489428 1.468 × 10−281
GO:0051239 regulation of multicellular organismal process Fam19a5 −4.123121971 4.1061 × 10−272
GO:0032501 multicellular organismal process Plxnb1 −4.447505569 3.2518 × 10−270
GO:0050793 regulation of developmental process Tenm3 −7.891281718 2.4011 × 10−266
GO:0009653 anatomical structure morphogenesis Jag1 −3.608377716 3.508 × 10−228
GO:2000026 regulation of multicellular organismal development Prdm16 −3.568565321 9.015 × 10−253
GO:0051094 positive regulation of developmental process P2rx7 −6.008024776 1.4826 × 10−187
GO:0007155 cell adhesion Sele −5.033733739 4.4538 × 10−253
GO:0022610 biological adhesion Col12a1 −3.822295006 9.6969 × 10−249
Cluster 4 Gene Expression GO Description Top Gene logFC adj. p-Value
GO:0090304 nucleic acid metabolic process Set −1.108981655 1.9585 × 10−289
GO:0016070 RNA metabolic process Ddx3x −1.081698642 3.464 × 10−268
GO:0016070 RNA metabolic process Ddx3x −1.081698642 3.464 × 10−268
GO:0006139 nucleobase-containing compound metabolic process Ran −1.018798075 1.1 × 10−244
GO:0006396 RNA processing Tardbp −1.265502477 5.7847 × 10−261
GO:0046483 heterocycle metabolic process Dhx9 −1.062768239 1.0373 × 10−192
GO:0006725 cellular aromatic compound metabolic process Gspt1 −1.02188382 1.6288 × 10−189
GO:0034641 cellular nitrogen compound metabolic process Mbnl1 −0.97759175 6.1882 × 10−188
GO:1901360 organic cyclic compound metabolic process Smc1a −1.255023232 1.3984 × 10−187
GO:0034660 ncRNA metabolic process Rpl11 −0.834339298 5.4663 × 10−171
GO:0043170 macromolecule metabolic process Srsf3 −1.232300645 7.5139 × 10−239
Cluster 5 Cell Cycle GO Description Top Gene logFC adj. p-Value
GO:0007049 cell cycle Birc5 −2.60656371 2.1503 × 10−303
GO:1903047 mitotic cell cycle process Tgfb1 −1.695288695 5.3792 × 10−306
GO:0022402 cell cycle process Prc1 −1.763009143 7.0517 × 10−300
GO:0006260 DNA replication Ccdc88a −1.596474351 1.4062 × 10−302
GO:0006259 DNA metabolic process Nasp −2.48862378 1.2227 × 10−294
GO:0051301 cell division Cad −1.549902684 3.5803 × 10−285
GO:0051276 chromosome organization Cenpe −1.775921663 6.4099 × 10−272
GO:0010564 regulation of cell cycle process Ranbp1 −0.391960617 1.1679 × 10−295
GO:0051983 regulation of chromosome segregation Racgap1 −1.68593893 8.6581 × 10−262
GO:0051726 regulation of cell cycle Cenpf −2.099842197 1.7343 × 10−268