tdata.FPKM.sample.info <- readRDS(here("Data","20190406_RNAseq_B6_4wk_2DG_counts_phenotypes.RData"))

tdata.FPKM <- readRDS(here("Data","20190406_RNAseq_B6_4wk_2DG_counts_numeric.RData"))

log.tdata.FPKM <- log(tdata.FPKM + 1)
log.tdata.FPKM <- as.data.frame(log.tdata.FPKM)

log.tdata.FPKM.sample.info <- cbind(log.tdata.FPKM, tdata.FPKM.sample.info[,27238:27240])

log.tdata.FPKM.sample.info <- log.tdata.FPKM.sample.info %>% rownames_to_column() %>% filter(rowname != "A113") %>% column_to_rownames()

log.tdata.FPKM.subset <- log.tdata.FPKM[,colMeans(log.tdata.FPKM != 0) > 0.5] 

log.tdata.FPKM.sample.info.subset <- cbind(log.tdata.FPKM.subset,tdata.FPKM.sample.info[,27238:27240])
log.tdata.FPKM.sample.info.subset <- log.tdata.FPKM.sample.info.subset %>% rownames_to_column() %>% filter(rowname != "A113") %>% column_to_rownames()

log.tdata.FPKM.sample.info.subset.spleen <- log.tdata.FPKM.sample.info.subset %>% rownames_to_column() %>% filter(Tissue == "Spleen") %>% column_to_rownames()

module.labels <- readRDS(here("Data","Spleen","log.tdata.FPKM.sample.info.subset.spleen.WGCNA.module.labels.RData"))

modules <- readRDS(here("Data","Spleen","log.tdata.FPKM.sample.info.subset.spleen.WGCNA.module.membership.RData"))

net.deg <- readRDS(here("Data","Spleen","Chang_2DG_BL6_connectivity_spleen.RData"))

ensembl.location <- readRDS(here("Data","Ensembl_gene_id_and_location.RData"))

Hub Genes

Hub genes are genes in the module network that have the highest connectivity. For instance, if the gene significance of a particular module is associated with treatment the hub genes in this module are likely associated with this trait.

hub.genes.list <- hub.genes(net.deg,module.labels,modules,ensembl.location)

Palevioletred3 Module

DT.table.hub(hub.genes.list[[1]])

Moccasin Module

DT.table.hub(hub.genes.list[[2]])

Grey Module

DT.table.hub(hub.genes.list[[3]])

Mediumpurple1 Module

DT.table.hub(hub.genes.list[[4]])

Indianred4 Module

DT.table.hub(hub.genes.list[[5]])

Slateblue1 Module

DT.table.hub(hub.genes.list[[6]])

Coral2 Module

DT.table.hub(hub.genes.list[[7]])

Blue3 Module

DT.table.hub(hub.genes.list[[8]])

Blue2 Module

DT.table.hub(hub.genes.list[[9]])

Black Module

DT.table.hub(hub.genes.list[[10]])

Orangered4 Module

DT.table.hub(hub.genes.list[[11]])

Tan4 Module

DT.table.hub(hub.genes.list[[12]])

Orange Module

DT.table.hub(hub.genes.list[[13]])

Thistle1 Module

DT.table.hub(hub.genes.list[[14]])

Brown4 Module

DT.table.hub(hub.genes.list[[15]])

Darkgreen Module

DT.table.hub(hub.genes.list[[16]])

Darkseagreen4 Module

DT.table.hub(hub.genes.list[[17]])

Mediumorchid Module

DT.table.hub(hub.genes.list[[18]])

Plum Module

DT.table.hub(hub.genes.list[[19]])

Thistle3 Module

DT.table.hub(hub.genes.list[[20]])

Darkseagreen3 Module

DT.table.hub(hub.genes.list[[21]])

Sienna2 Module

DT.table.hub(hub.genes.list[[23]])

Lightskyblue4 Module

DT.table.hub(hub.genes.list[[24]])

Mediumpurple Module

DT.table.hub(hub.genes.list[[25]])

Indianred2 Module

DT.table.hub(hub.genes.list[[26]])

Royalblue3 Module

DT.table.hub(hub.genes.list[[27]])

Cornflowerblue Module

DT.table.hub(hub.genes.list[[28]])

Pink2 Module

DT.table.hub(hub.genes.list[[29]])

Indianred1 Module

DT.table.hub(hub.genes.list[[30]])

Lightblue2 Module

DT.table.hub(hub.genes.list[[31]])

ANOVA

To perform analysis of variance Aligned Rank Transformation was performed, which is designed to handle non-parametric multi-factorial experiments. P-value was adjusted using Benjamini-hochberg procedure. Only the top 10 hub genes are listed.

log.tdata.FPKM.sample.info.subset.spleen$Time <- as.factor(log.tdata.FPKM.sample.info.subset.spleen$Time)
log.tdata.FPKM.sample.info.subset.spleen$Treatment <- as.factor(log.tdata.FPKM.sample.info.subset.spleen$Treatment)

for(m in module.labels) {
    name <- str_split(m,"_")[[1]][2]
    hub.met <- net.deg[modules$Gene,] %>%
      dplyr::mutate(Gene=modules$Gene) %>%
      dplyr::filter(modules$Module == m) %>%
      dplyr::arrange(desc(kWithin)) %>%
      dplyr::select(Gene, kWithin)
    gene <- ensembl.location$external_gene_name[match(hub.met$Gene,ensembl.location$ensembl_gene_id)]
    hub.met <- cbind(gene,hub.met)
    cat("\n###",name, "{.tabset .tabset-fade .tabset-pills}","\n")
          for(i in 1:10){
             cat("\n####",hub.met$gene[i],"\n")
             m <- art(data = log.tdata.FPKM.sample.info.subset.spleen, log.tdata.FPKM.sample.info.subset.spleen[,hub.met$Gene[i]] ~ Time*Treatment)
             model <- anova(m)
             adjust <- p.adjust(model$`Pr(>F)`, method = "BH")
             print(knitr::kable(cbind(model,adjust)) %>% 
                      column_spec(8, color = "white", background = spec_color(adjust, end = 0.05, scale_from = c(0,0.05))) %>% kable_styling(bootstrap_options = c("striped", "hover", "responsive")))
             cat("\n \n")
             }
          cat("\n \n")
          }

palevioletred3

Nfat5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 110.25 227.5 5.8153846 0.0328221 0.0984664
Treatment Treatment 1 12 25.00 294.5 1.0186757 0.3327521 0.4991282
Time:Treatment Time:Treatment 1 12 4.00 335.0 0.1432836 0.7116500 0.7116500

Rufy2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 132.25 206.5 7.6852300 0.0168921 0.0506763
Treatment Treatment 1 12 20.25 306.5 0.7928222 0.3907507 0.5861260
Time:Treatment Time:Treatment 1 12 1.00 338.0 0.0355030 0.8536945 0.8536945

Mysm1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 121.00 214.5 6.7692308 0.0231501 0.0694502
Treatment Treatment 1 12 30.25 299.5 1.2120200 0.2925258 0.4387887
Time:Treatment Time:Treatment 1 12 1.00 338.5 0.0354505 0.8538013 0.8538013

Tet2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 121.00 216.5 6.7066975 0.0236697 0.0710091
Treatment Treatment 1 12 30.25 303.5 1.1960461 0.2955811 0.4433717
Time:Treatment Time:Treatment 1 12 4.00 334.0 0.1437126 0.7112404 0.7112404

Sf3b1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 121.00 212 6.8490566 0.0225062 0.0675187
Treatment Treatment 1 12 30.25 298 1.2181208 0.2913705 0.4370558
Time:Treatment Time:Treatment 1 12 9.00 330 0.3272727 0.5778293 0.5778293

Gm17131

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 100.00 237.5 5.0526316 0.0441715 0.1325146
Treatment Treatment 1 12 20.25 303.5 0.8006590 0.3884918 0.5827377
Time:Treatment Time:Treatment 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504

Kdm5d

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 144.00 193.5 8.9302326 0.0113089 0.0339267
Treatment Treatment 1 12 12.25 306.5 0.4796085 0.5017821 0.7526731
Time:Treatment Time:Treatment 1 12 2.25 330.5 0.0816944 0.7798882 0.7798882

Tnrc6a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 110.25 228.5 5.7899344 0.0331400 0.0994201
Treatment Treatment 1 12 42.25 291.5 1.7392796 0.2118446 0.3177669
Time:Treatment Time:Treatment 1 12 9.00 328.5 0.3287671 0.5769737 0.5769737

Slc30a7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 261.5 3.3154876 0.0936419 0.2809258
Treatment Treatment 1 12 30.25 300.5 1.2079867 0.2932931 0.4399396
Time:Treatment Time:Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029

BC016423

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 81.00 254.0 3.8267717 0.0741204 0.2223613
Treatment Treatment 1 12 30.25 305.5 1.1882160 0.2970951 0.4456426
Time:Treatment Time:Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029

moccasin

H2-Ab1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 9.00 322.0 0.3354037 0.5732055 0.5755362
Treatment Treatment 1 12 9.00 326.0 0.3312883 0.5755362 0.5755362
Time:Treatment Time:Treatment 1 12 72.25 266.5 3.2532833 0.0964252 0.2892757

Ttc7b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 335.5 0.1430700 0.7118542 0.7818029
Treatment Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029
Time:Treatment Time:Treatment 1 12 81.00 259.0 3.7528958 0.0766112 0.2298335

Aamp

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 36.00 302.0 1.430464 0.2547871 0.2970951
Treatment Treatment 1 12 30.25 305.5 1.188216 0.2970951 0.2970951
Time:Treatment Time:Treatment 1 12 90.25 249.5 4.340681 0.0592616 0.1777848

Marcksl1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 306.5 1.1843393 0.2978486 0.4002654
Treatment Treatment 1 12 20.25 319.5 0.7605634 0.4002654 0.4002654
Time:Treatment Time:Treatment 1 12 100.00 239.5 5.0104384 0.0449263 0.1347788

Csnk1g2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 327.5 0.1465649 0.7085349 0.7085349
Treatment Treatment 1 12 20.25 319.5 0.7605634 0.4002654 0.6003981
Time:Treatment Time:Treatment 1 12 100.00 237.5 5.0526316 0.0441715 0.1325146

Arhgdia

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 323.5 0.5935085 0.4559656 0.4563052
Treatment Treatment 1 12 16.00 324.0 0.5925926 0.4563052 0.4563052
Time:Treatment Time:Treatment 1 12 90.25 249.5 4.3406814 0.0592616 0.1777848

Actb

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 313.5 0.7751196 0.3959282 0.3959282
Treatment Treatment 1 12 20.25 313.5 0.7751196 0.3959282 0.3959282
Time:Treatment Time:Treatment 1 12 64.00 273.5 2.8080439 0.1196311 0.3588933

Vat1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 335.0 0.1432836 0.7116500 0.853373
Treatment Treatment 1 12 1 336.5 0.0356612 0.8533730 0.853373
Time:Treatment Time:Treatment 1 12 100 239.0 5.0209205 0.0447373 0.134212

Vps18

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 330.5 0.0816944 0.7798882 0.7798882
Treatment Treatment 1 12 30.25 308.5 1.1766613 0.2993491 0.4490236
Time:Treatment Time:Treatment 1 12 90.25 248.5 4.3581489 0.0588233 0.1764698

Cotl1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 327.5 0.2290076 0.6408615 0.6408615
Treatment Treatment 1 12 12.25 327.5 0.4488550 0.5155648 0.6408615
Time:Treatment Time:Treatment 1 12 64.00 273.5 2.8080439 0.1196311 0.3588933

grey

Lect1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

D130043K22Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 56.25 192.0 3.515625 0.0853301 0.237984
Treatment Treatment 1 12 25.00 193.0 1.554404 0.2362737 0.237984
Time:Treatment Time:Treatment 1 12 25.00 194.5 1.542417 0.2379840 0.237984

Dcdc2a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 159.5 4.815047 0.0486296 0.1458889
Treatment Treatment 1 12 30.25 177.0 2.050848 0.1776511 0.1776511
Time:Treatment Time:Treatment 1 12 30.25 177.0 2.050848 0.1776511 0.1776511

Metazoa_SRP

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 337.5 0.080000 0.7821172 0.7821172
Treatment Treatment 1 12 72.25 267.5 3.241122 0.0969812 0.1454718
Time:Treatment Time:Treatment 1 12 72.25 261.5 3.315488 0.0936419 0.1454718

Metazoa_SRP

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 337.5 0.080000 0.7821172 0.7821172
Treatment Treatment 1 12 72.25 267.5 3.241122 0.0969812 0.1454718
Time:Treatment Time:Treatment 1 12 72.25 261.5 3.315488 0.0936419 0.1454718

Gm3883

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 306.5 1.1843393 0.2978486 0.5136651
Treatment Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.5136651
Time:Treatment Time:Treatment 1 12 16.00 323.0 0.5944272 0.4556254 0.5136651

Gm21093

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 306.5 1.1843393 0.2978486 0.5136651
Treatment Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.5136651
Time:Treatment Time:Treatment 1 12 16.00 323.0 0.5944272 0.4556254 0.5136651

Tspan11

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 36.00 223.5 1.9328859 0.1896914 0.5690742
Treatment Treatment 1 12 12.25 216.0 0.6805556 0.4254910 0.6382366
Time:Treatment Time:Treatment 1 12 2.25 283.0 0.0954064 0.7627103 0.7627103

Gm21860

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 330.5 0.0363086 0.8520652 0.8520652
Treatment Treatment 1 12 12.25 315.5 0.4659271 0.5078301 0.7617451
Time:Treatment Time:Treatment 1 12 20.25 306.5 0.7928222 0.3907507 0.7617451

Gm21748

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 330.5 0.0363086 0.8520652 0.8520652
Treatment Treatment 1 12 12.25 315.5 0.4659271 0.5078301 0.7617451
Time:Treatment Time:Treatment 1 12 20.25 306.5 0.7928222 0.3907507 0.7617451

mediumpurple1

Diap3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 180.5 10.3878116 0.0073135 0.0219405
Treatment Treatment 1 12 9.00 329.0 0.3282675 0.5772595 0.5772595
Time:Treatment Time:Treatment 1 12 16.00 323.0 0.5944272 0.4556254 0.5772595

Chac2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 182.25 154.5 14.1553398 0.0027092 0.0081277
Treatment Treatment 1 12 6.25 333.5 0.2248876 0.6438533 0.6438533
Time:Treatment Time:Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.5993232

Kif14

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 182.25 156.5 13.9744409 0.0028310 0.0084931
Treatment Treatment 1 12 4.00 335.5 0.1430700 0.7118542 0.7118542
Time:Treatment Time:Treatment 1 12 9.00 330.0 0.3272727 0.5778293 0.7118542

Kif22

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 182.25 157.5 13.8857143 0.0028931 0.0086793
Treatment Treatment 1 12 4.00 335.0 0.1432836 0.7116500 0.7116500
Time:Treatment Time:Treatment 1 12 16.00 322.0 0.5962733 0.4549430 0.6824144

Sox6

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 169.00 170.5 11.8944282 0.0048154 0.0144461
Treatment Treatment 1 12 16.00 323.0 0.5944272 0.4556254 0.5155648
Time:Treatment Time:Treatment 1 12 12.25 327.5 0.4488550 0.5155648 0.5155648

St3gal5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 182.25 157.5 13.8857143 0.0028931 0.0086793
Treatment Treatment 1 12 4.00 332.0 0.1445783 0.7104160 0.7104160
Time:Treatment Time:Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.5993232

Abcg2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 169.00 168.5 12.0356083 0.0046375 0.0139124
Treatment Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.5136651
Time:Treatment Time:Treatment 1 12 25.00 312.5 0.9600000 0.3465280 0.5136651

Mcm4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 169.00 169.0 12.0000000 0.0046816 0.0140448
Treatment Treatment 1 12 6.25 332.5 0.2255639 0.6433598 0.7818029
Time:Treatment Time:Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029

Prc1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 183.5 10.2179837 0.0076814 0.0230443
Treatment Treatment 1 12 2.25 330.5 0.0816944 0.7798882 0.7798882
Time:Treatment Time:Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.7704976

Abcb4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 180.5 10.3878116 0.0073135 0.0219405
Treatment Treatment 1 12 6.25 332.5 0.2255639 0.6433598 0.6438533
Time:Treatment Time:Treatment 1 12 6.25 333.5 0.2248876 0.6438533 0.6438533

indianred4

Tcf25

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 90.25 246.5 4.3935091 0.0579478 0.1738435
Treatment Treatment 1 12 0.25 335.5 0.0089419 0.9262238 0.9262238
Time:Treatment Time:Treatment 1 12 16.00 321.5 0.5972006 0.4546008 0.6819012

Zbtb4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 275.0 2.7927273 0.1205459 0.2683517
Treatment Treatment 1 12 12.25 325.5 0.4516129 0.5143008 0.5143008
Time:Treatment Time:Treatment 1 12 49.00 288.5 2.0381282 0.1789011 0.2683517

Slc38a1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49.00 288.5 2.0381282 0.1789011 0.2683517
Treatment Treatment 1 12 4.00 335.0 0.1432836 0.7116500 0.7116500
Time:Treatment Time:Treatment 1 12 56.25 283.5 2.3809524 0.1487723 0.2683517

Rnf144a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 81.00 258.5 3.760155 0.076362 0.222174
Treatment Treatment 1 12 25.00 312.5 0.960000 0.346528 0.346528
Time:Treatment Time:Treatment 1 12 56.25 282.5 2.389381 0.148116 0.222174

Zdhhc8

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 90.25 245.5 4.4114053 0.0575108 0.1130482
Treatment Treatment 1 12 16.00 321.5 0.5972006 0.4546008 0.4546008
Time:Treatment Time:Treatment 1 12 81.00 256.5 3.7894737 0.0753654 0.1130482

Cerk

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 274.0 2.8029197 0.1199362 0.3210556
Treatment Treatment 1 12 9.00 322.5 0.3348837 0.5734989 0.5734989
Time:Treatment Time:Treatment 1 12 42.25 294.5 1.7215620 0.2140371 0.3210556

Sh2b3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 266.5 3.2532833 0.0964252 0.2892757
Treatment Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.3995488
Time:Treatment Time:Treatment 1 12 30.25 308.5 1.1766613 0.2993491 0.3995488

Mtss1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 261.5 3.3154876 0.0936419 0.1404629
Treatment Treatment 1 12 12.25 318.5 0.4615385 0.5097981 0.5097981
Time:Treatment Time:Treatment 1 12 110.25 222.5 5.9460674 0.0312459 0.0937377

Il16

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 275.5 2.7876588 0.1208505 0.3243215
Treatment Treatment 1 12 2.25 333.5 0.0809595 0.7808518 0.7808518
Time:Treatment Time:Treatment 1 12 42.25 297.5 1.7042017 0.2162143 0.3243215

Fam102a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 90.25 248.5 4.358149 0.0588233 0.0882349
Treatment Treatment 1 12 2.25 337.5 0.080000 0.7821172 0.7821172
Time:Treatment Time:Treatment 1 12 90.25 234.5 4.618337 0.0527344 0.0882349

slateblue1

U2surp

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 293.5 1.7274276 0.2133079 0.3199619
Treatment Treatment 1 12 56.25 282.5 2.3893805 0.1481160 0.3199619
Time:Treatment Time:Treatment 1 12 9.00 328.5 0.3287671 0.5769737 0.5769737

Ccar1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49.00 289.0 2.0346021 0.1792497 0.2688745
Treatment Treatment 1 12 64.00 274.0 2.8029197 0.1199362 0.2688745
Time:Treatment Time:Treatment 1 12 12.25 321.5 0.4572317 0.5117430 0.5117430

Noc3l

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49.00 281.0 2.0925267 0.1736324 0.3210556
Treatment Treatment 1 12 42.25 294.5 1.7215620 0.2140371 0.3210556
Time:Treatment Time:Treatment 1 12 6.25 330.5 0.2269289 0.6423668 0.6423668

Stag2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 312.5 0.7776000 0.3951964 0.5927946
Treatment Treatment 1 12 56.25 282.5 2.3893805 0.1481160 0.4443480
Time:Treatment Time:Treatment 1 12 6.25 327.5 0.2290076 0.6408615 0.6408615

Zkscan1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 313.5 0.7751196 0.3959282 0.5938923
Treatment Treatment 1 12 42.25 296.5 1.7099494 0.2154903 0.5938923
Time:Treatment Time:Treatment 1 12 6.25 332.5 0.2255639 0.6433598 0.6433598

Abce1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 302.5 1.2000000 0.2948207 0.4422311
Treatment Treatment 1 12 49.00 290.5 2.0240964 0.1802933 0.4422311
Time:Treatment Time:Treatment 1 12 4.00 323.5 0.1483771 0.7068318 0.7068318

Ranbp2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 9.00 322.5 0.3348837 0.5734989 0.8602484
Treatment Treatment 1 12 36.00 303.5 1.4233937 0.2559012 0.7677036
Time:Treatment Time:Treatment 1 12 0.25 335.5 0.0089419 0.9262238 0.9262238

Skiv2l2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25 306.5 0.9787928 0.3420268 0.5130402
Treatment Treatment 1 12 49 290.5 2.0240964 0.1802933 0.5130402
Time:Treatment Time:Treatment 1 12 0 314.0 0.0000000 1.0000000 1.0000000

Sp3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 303.5 1.1960461 0.2955811 0.4433717
Treatment Treatment 1 12 49.00 289.0 2.0346021 0.1792497 0.4433717
Time:Treatment Time:Treatment 1 12 2.25 326.5 0.0826953 0.7785834 0.7785834

Naa25

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 319.0 0.6018809 0.4528805 0.6793207
Treatment Treatment 1 12 64 275.5 2.7876588 0.1208505 0.3625516
Time:Treatment Time:Treatment 1 12 4 332.0 0.1445783 0.7104160 0.7104160

coral2

Acap1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 267.0 2.8764045 0.1156516 0.3469549
Treatment Treatment 1 12 2.25 326.5 0.0826953 0.7785834 0.7785834
Time:Treatment Time:Treatment 1 12 16.00 315.5 0.6085578 0.4504449 0.6756674

Pde1b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 90.25 237.5 4.5600000 0.0540309 0.1620927
Treatment Treatment 1 12 20.25 312.5 0.7776000 0.3951964 0.3951964
Time:Treatment Time:Treatment 1 12 20.25 309.5 0.7851373 0.3929854 0.3951964

Map4k2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 269.5 2.8497217 0.1171851 0.3515552
Treatment Treatment 1 12 2.25 328.5 0.0821918 0.7792387 0.7792387
Time:Treatment Time:Treatment 1 12 20.25 309.5 0.7851373 0.3929854 0.5894781

Il27ra

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 271.0 2.8339483 0.1181034 0.3543103
Treatment Treatment 1 12 6.25 333.5 0.2248876 0.6438533 0.6438533
Time:Treatment Time:Treatment 1 12 16.00 316.0 0.6075949 0.4507948 0.6438533

Hmha1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 56.25 273.5 2.4680073 0.1421660 0.4264979
Treatment Treatment 1 12 9.00 326.0 0.3312883 0.5755362 0.8633043
Time:Treatment Time:Treatment 1 12 0.00 337.5 0.0000000 1.0000000 1.0000000

Ppp1r12c

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 297.5 1.704202 0.2162143 0.648643
Treatment Treatment 1 12 0.00 337.5 0.000000 1.0000000 1.000000
Time:Treatment Time:Treatment 1 12 2.25 337.5 0.080000 0.7821172 1.000000

Gmip

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 267.5 3.2411215 0.0969812 0.2909436
Treatment Treatment 1 12 0.25 333.5 0.0089955 0.9260036 0.9260036
Time:Treatment Time:Treatment 1 12 2.25 335.5 0.0804769 0.7814873 0.9260036

Dennd6b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 90.25 245 4.4204082 0.0572924 0.1718772
Treatment Treatment 1 12 6.25 311 0.2411576 0.6322295 0.6322295
Time:Treatment Time:Treatment 1 12 20.25 306 0.7941176 0.3903759 0.5855638

Gimap3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 56.25 277.5 2.4324324 0.1448201 0.4344602
Treatment Treatment 1 12 12.25 321.5 0.4572317 0.5117430 0.7676145
Time:Treatment Time:Treatment 1 12 1.00 334.5 0.0358744 0.8529409 0.8529409

Pstpip1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 100.00 240.0 5.0000000 0.0451154 0.1353461
Treatment Treatment 1 12 4.00 334.0 0.1437126 0.7112404 0.9265504
Time:Treatment Time:Treatment 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504

blue3

Spred2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 326.5 0.4502297 0.5149340 0.5149340
Treatment Treatment 1 12 12.25 318.5 0.4615385 0.5097981 0.5149340
Time:Treatment Time:Treatment 1 12 90.25 246.5 4.3935091 0.0579478 0.1738435

Ubap2l

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25.00 313.0 0.9584665 0.3468991 0.5091447
Treatment Treatment 1 12 12.25 317.5 0.4629921 0.5091447 0.5091447
Time:Treatment Time:Treatment 1 12 169.00 170.0 11.9294118 0.0047706 0.0143117

Scaf8

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 336.5 0.0802377 0.7818029 0.9266583
Treatment Treatment 1 12 0.25 339.5 0.0088365 0.9266583 0.9266583
Time:Treatment Time:Treatment 1 12 121.00 218.5 6.6453089 0.0241934 0.0725801

Taok3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 318.5 0.7629513 0.3995488 0.4388892
Treatment Treatment 1 12 16.00 299.5 0.6410684 0.4388892 0.4388892
Time:Treatment Time:Treatment 1 12 100.00 239.5 5.0104384 0.0449263 0.1347788

Eif4ebp2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504
Treatment Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.9265504
Time:Treatment Time:Treatment 1 12 169.00 170.0 11.9294118 0.0047706 0.0143117

Tmem131

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029
Treatment Treatment 1 12 20.25 317.5 0.7653543 0.3988298 0.5982446
Time:Treatment Time:Treatment 1 12 110.25 228.5 5.7899344 0.0331400 0.0994201

Patz1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.00 339.5 0.0000000 1.0000000 1.0000000
Treatment Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.5993232
Time:Treatment Time:Treatment 1 12 90.25 249.5 4.3406814 0.0592616 0.1777848

Phf2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 334.5 0.0807175 0.7811702 0.7811702
Treatment Treatment 1 12 6.25 330.5 0.2269289 0.6423668 0.7811702
Time:Treatment Time:Treatment 1 12 156.25 177.5 10.5633803 0.0069547 0.0208641

Scaf4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 81.00 250.5 3.880240 0.0723790 0.1085684
Treatment Treatment 1 12 30.25 308.5 1.176661 0.2993491 0.2993491
Time:Treatment Time:Treatment 1 12 100.00 238.0 5.042017 0.0443600 0.1085684

Chd4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 9.00 331.0 0.3262840 0.5783968 0.7808518
Treatment Treatment 1 12 2.25 333.5 0.0809595 0.7808518 0.7808518
Time:Treatment Time:Treatment 1 12 156.25 176.5 10.6232295 0.0068371 0.0205114

blue2

Ndufa2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 100 239.0 5.0209205 0.0447373 0.1342120
Treatment Treatment 1 12 25 314.5 0.9538951 0.3480088 0.3480088
Time:Treatment Time:Treatment 1 12 36 302.0 1.4304636 0.2547871 0.3480088

Rpl37a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25.00 314.5 0.9538951 0.3480088 0.4556254
Treatment Treatment 1 12 16.00 323.0 0.5944272 0.4556254 0.4556254
Time:Treatment Time:Treatment 1 12 30.25 309.5 1.1728595 0.3000959 0.4556254

Uqcc2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 81.00 258.0 3.7674419 0.0761128 0.2283384
Treatment Treatment 1 12 30.25 309.5 1.1728595 0.3000959 0.4002654
Time:Treatment Time:Treatment 1 12 20.25 319.5 0.7605634 0.4002654 0.4002654

Ndufa1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 81.00 258.0 3.767442 0.0761128 0.2221740
Treatment Treatment 1 12 30.25 308.5 1.176661 0.2993491 0.2993491
Time:Treatment Time:Treatment 1 12 56.25 282.5 2.389381 0.1481160 0.2221740

Rps14

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 319.5 0.7605634 0.4002654 0.514934
Treatment Treatment 1 12 12.25 326.5 0.4502297 0.5149340 0.514934
Time:Treatment Time:Treatment 1 12 30.25 309.5 1.1728595 0.3000959 0.514934

Rpp25l

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 100.00 239.0 5.0209205 0.0447373 0.1342120
Treatment Treatment 1 12 25.00 313.0 0.9584665 0.3468991 0.5203486
Time:Treatment Time:Treatment 1 12 6.25 332.5 0.2255639 0.6433598 0.6433598

Rps29

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 308.5 1.1766613 0.2993491 0.4490236
Treatment Treatment 1 12 16.00 323.5 0.5935085 0.4559656 0.4559656
Time:Treatment Time:Treatment 1 12 42.25 296.5 1.7099494 0.2154903 0.4490236

Rps19

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 318.5 0.7629513 0.3995488 0.4559656
Treatment Treatment 1 12 16.00 323.5 0.5935085 0.4559656 0.4559656
Time:Treatment Time:Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.4559656

Rps20

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 308.5 1.1766613 0.2993491 0.5143008
Treatment Treatment 1 12 16.00 321.5 0.5972006 0.4546008 0.5143008
Time:Treatment Time:Treatment 1 12 12.25 325.5 0.4516129 0.5143008 0.5143008

Rpl22l1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 263.5 3.2903226 0.0947559 0.2842677
Treatment Treatment 1 12 25.00 314.0 0.9554140 0.3476395 0.5117430
Time:Treatment Time:Treatment 1 12 12.25 321.5 0.4572317 0.5117430 0.5117430

black

Slc39a5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 178.5 1.075630 0.3201249 0.3201249
Treatment Treatment 1 12 16 178.5 1.075630 0.3201249 0.3201249
Time:Treatment Time:Treatment 1 12 16 172.5 1.113044 0.3122001 0.3201249

Cuzd1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 177 1.084746 0.3181679 0.3181679
Treatment Treatment 1 12 16 171 1.122807 0.3101778 0.3181679
Time:Treatment Time:Treatment 1 12 16 177 1.084746 0.3181679 0.3181679

Ovol2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Hspb3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Cldn23

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mab21l1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Crb1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Cldn9

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Neu2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

C130080G10Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

orangered4

Irx2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Tnni3k

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mettl11b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Syt9

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

0610040F04Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Klhdc7b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Kcnj11

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

A330033J07Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

4732463B04Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mep1a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 100.00 187.0 6.4171123 0.0262644 0.0787932
Treatment Treatment 1 12 6.25 237.0 0.3164557 0.5841019 0.6655907
Time:Treatment Time:Treatment 1 12 4.00 244.5 0.1963190 0.6655907 0.6655907

tan4

Prdx6

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 169.00 170.5 11.8944282 0.0048154 0.0144461
Treatment Treatment 1 12 42.25 297.5 1.7042017 0.2162143 0.3243215
Time:Treatment Time:Treatment 1 12 0.25 335.5 0.0089419 0.9262238 0.9262238

Ndufa8

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 144.00 191.0 9.0471204 0.0109066 0.0327197
Treatment Treatment 1 12 42.25 295.5 1.7157360 0.2147645 0.3221468
Time:Treatment Time:Treatment 1 12 1.00 334.0 0.0359281 0.8528323 0.8528323

Timm13

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 169.00 167.0 12.1437126 0.0045065 0.0135194
Treatment Treatment 1 12 42.25 295.5 1.7157360 0.2147645 0.3221468
Time:Treatment Time:Treatment 1 12 25.00 311.0 0.9646302 0.3454109 0.3454109

Tmem147

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 144.00 194.0 8.907217 0.0113902 0.0341706
Treatment Treatment 1 12 42.25 297.5 1.704202 0.2162143 0.3243215
Time:Treatment Time:Treatment 1 12 2.25 331.5 0.081448 0.7802108 0.7802108

Ap2s1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 174.5 10.744986 0.0066051 0.0198153
Treatment Treatment 1 12 30.25 302.5 1.200000 0.2948207 0.4422311
Time:Treatment Time:Treatment 1 12 6.25 326.5 0.229709 0.6403555 0.6403555

Atp5g3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 182.5 10.273973 0.0075578 0.0226734
Treatment Treatment 1 12 30.25 308.5 1.176661 0.2993491 0.4490236
Time:Treatment Time:Treatment 1 12 0.00 336.0 0.000000 1.0000000 1.0000000

Oaz1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 144 195.5 8.8388747 0.0116356 0.0349068
Treatment Treatment 1 12 36 302.0 1.4304636 0.2547871 0.3821807
Time:Treatment Time:Treatment 1 12 4 335.0 0.1432836 0.7116500 0.7116500

Psmg3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 196.00 141.5 16.6219081 0.0015343 0.0046028
Treatment Treatment 1 12 6.25 327.5 0.2290076 0.6408615 0.6418671
Time:Treatment Time:Treatment 1 12 6.25 329.5 0.2276176 0.6418671 0.6418671

Hspbp1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 156.25 180.5 10.3878116 0.0073135 0.0219405
Treatment Treatment 1 12 16.00 321.5 0.5972006 0.4546008 0.5130269
Time:Treatment Time:Treatment 1 12 12.25 323.5 0.4544049 0.5130269 0.5130269

Psmc4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 132.25 206.5 7.685230 0.0168921 0.0506763
Treatment Treatment 1 12 81.00 254.0 3.826772 0.0741204 0.1111807
Time:Treatment Time:Treatment 1 12 9.00 312.5 0.345600 0.5675132 0.5675132

orange

Cd209f

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 279.5 1.298748 0.2766796 0.2766796
Treatment Treatment 1 12 64.00 218.0 3.522936 0.0850439 0.2551317
Time:Treatment Time:Treatment 1 12 30.25 279.5 1.298748 0.2766796 0.2766796

Plin4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 311.5 0.4719101 0.5051691 0.5051691
Treatment Treatment 1 12 56.25 244.5 2.7607362 0.1224848 0.3674545
Time:Treatment Time:Treatment 1 12 30.25 287.5 1.2626087 0.2831347 0.4247020

Timp4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 301.0 0.6378738 0.4400031 0.4400031
Treatment Treatment 1 12 42.25 260.5 1.9462572 0.1882748 0.4174624
Time:Treatment Time:Treatment 1 12 30.25 281.5 1.2895204 0.2783083 0.4174624

Adrb3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 9.00 310.0 0.3483871 0.5659772 0.5659772
Treatment Treatment 1 12 42.25 263.5 1.9240987 0.1906299 0.5659772
Time:Treatment Time:Treatment 1 12 16.00 297.5 0.6453782 0.4373939 0.5659772

Cd209g

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 275 1.320000 0.2729778 0.2729778
Treatment Treatment 1 12 64.00 191 4.020942 0.0680279 0.2040837
Time:Treatment Time:Treatment 1 12 30.25 275 1.320000 0.2729778 0.2729778

Glb1l2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 307.0 0.6254072 0.4443943 0.4443943
Treatment Treatment 1 12 36.00 272.0 1.5882353 0.2315344 0.4443943
Time:Treatment Time:Treatment 1 12 20.25 301.5 0.8059701 0.3869723 0.4443943

Lyve1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 303.5 0.800659 0.3884918 0.3884918
Treatment Treatment 1 12 132.25 197.5 8.035443 0.0150444 0.0451331
Time:Treatment Time:Treatment 1 12 30.25 291.5 1.245283 0.2863032 0.3884918

Cidec

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 303.0 0.8019802 0.3881130 0.388113
Treatment Treatment 1 12 49.00 265.5 2.2146893 0.1625039 0.388113
Time:Treatment Time:Treatment 1 12 25.00 294.0 1.0204082 0.3323575 0.388113

Nnat

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 286.5 1.267016 0.2823364 0.2823364
Treatment Treatment 1 12 42.25 268.5 1.888268 0.1945193 0.2823364
Time:Treatment Time:Treatment 1 12 36.00 283.0 1.526502 0.2402802 0.2823364

Adipoq

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 303 0.8019802 0.3881130 0.3881130
Treatment Treatment 1 12 100.00 233 5.1502146 0.0424833 0.1274500
Time:Treatment Time:Treatment 1 12 42.25 273 1.8571429 0.1979818 0.2969727

thistle1

Serpina1e

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64.00 269.5 2.8497217 0.1171851 0.3515552
Treatment Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.5136651
Time:Treatment Time:Treatment 1 12 16.00 322.0 0.5962733 0.4549430 0.5136651

Gc

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 36 295.5 1.4619289 0.2499075 0.6819012
Treatment Treatment 1 12 4 335.5 0.1430700 0.7118542 0.7118542
Time:Treatment Time:Treatment 1 12 16 321.5 0.5972006 0.4546008 0.6819012

Ces1c

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49.00 272.5 2.157798 0.1675697 0.4422311
Treatment Treatment 1 12 30.25 302.5 1.200000 0.2948207 0.4422311
Time:Treatment Time:Treatment 1 12 16.00 320.0 0.600000 0.4535705 0.4535705

Fga

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 302.5 1.2000000 0.2948207 0.7112404
Treatment Treatment 1 12 4.00 334.0 0.1437126 0.7112404 0.7112404
Time:Treatment Time:Treatment 1 12 12.25 326.5 0.4502297 0.5149340 0.7112404

Serpina3k

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 297.5 1.7042017 0.2162143 0.4002654
Treatment Treatment 1 12 20.25 319.5 0.7605634 0.4002654 0.4002654
Time:Treatment Time:Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.4002654

Rdh7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 299.5 1.2120200 0.2925258 0.4387887
Treatment Treatment 1 12 36.00 291.0 1.4845361 0.2464790 0.4387887
Time:Treatment Time:Treatment 1 12 12.25 323.5 0.4544049 0.5130269 0.5130269

Pzp

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 282.5 1.7946903 0.2051747 0.5110972
Treatment Treatment 1 12 16.00 316.0 0.6075949 0.4507948 0.5110972
Time:Treatment Time:Treatment 1 12 12.25 320.5 0.4586583 0.5110972 0.5110972

Fabp1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49 286.0 2.0559441 0.1771533 0.4556254
Treatment Treatment 1 12 16 323.0 0.5944272 0.4556254 0.4556254
Time:Treatment Time:Treatment 1 12 25 314.5 0.9538951 0.3480088 0.4556254

Ttr

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64 275 2.7927273 0.1205459 0.3616377
Treatment Treatment 1 12 25 313 0.9584665 0.3468991 0.5203486
Time:Treatment Time:Treatment 1 12 9 330 0.3272727 0.5778293 0.5778293

Ahsg

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 298.5 1.2160804 0.2917562 0.7704976
Treatment Treatment 1 12 0.25 339.5 0.0088365 0.9266583 0.9266583
Time:Treatment Time:Treatment 1 12 12.25 324.5 0.4530046 0.5136651 0.7704976

brown4

H2-Eb1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 322.5 0.0837209 0.7772551 0.7772551
Treatment Treatment 1 12 56.25 281.5 2.3978686 0.1474588 0.4423763
Time:Treatment Time:Treatment 1 12 9.00 322.5 0.3348837 0.5734989 0.7772551

Chmp1a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 315.5 0.6085578 0.4504449 0.5665936
Treatment Treatment 1 12 36 294.0 1.4693878 0.2487692 0.5665936
Time:Treatment Time:Treatment 1 12 9 311.0 0.3472669 0.5665936 0.5665936

0610031J06Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 326.0 0.0368098 0.8510610 0.851061
Treatment Treatment 1 12 20.25 316.5 0.7677725 0.3981082 0.851061
Time:Treatment Time:Treatment 1 12 2.25 319.5 0.0845070 0.7762430 0.851061

Sys1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 9 329.0 0.3282675 0.5772595 0.7085349
Treatment Treatment 1 12 25 302.0 0.9933775 0.3385921 0.7085349
Time:Treatment Time:Treatment 1 12 4 327.5 0.1465649 0.7085349 0.7085349

Rnh1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 319.5 0.600939 0.4532258 0.5675132
Treatment Treatment 1 12 56.25 272.5 2.477064 0.1415000 0.4245001
Time:Treatment Time:Treatment 1 12 9.00 312.5 0.345600 0.5675132 0.5675132

Cdipt

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 331.5 0.0814480 0.7802108 0.851061
Treatment Treatment 1 12 25.00 310.0 0.9677419 0.3446632 0.851061
Time:Treatment Time:Treatment 1 12 1.00 326.0 0.0368098 0.8510610 0.851061

Adck1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029
Treatment Treatment 1 12 30.25 308.5 1.1766613 0.2993491 0.7818029
Time:Treatment Time:Treatment 1 12 2.25 334.5 0.0807175 0.7811702 0.7818029

Pex16

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 327.5 0.2290076 0.6408615 0.6408615
Treatment Treatment 1 12 30.25 308.5 1.1766613 0.2993491 0.6408615
Time:Treatment Time:Treatment 1 12 16.00 320.0 0.6000000 0.4535705 0.6408615

Nudt16l1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 314.0 0.611465 0.4493913 0.6330400
Treatment Treatment 1 12 49.00 284.5 2.066784 0.1761006 0.5283017
Time:Treatment Time:Treatment 1 12 6.25 312.5 0.240000 0.6330400 0.6330400

Rps9

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 312.5 0.777600 0.3951964 0.3951964
Treatment Treatment 1 12 42.25 294.5 1.721562 0.2140371 0.3210556
Time:Treatment Time:Treatment 1 12 42.25 294.5 1.721562 0.2140371 0.3210556

darkgreen

Crhr2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Chodl

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Kcnip4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

A930017M01Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mroh3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Rbp2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25 235.5 1.2738854 0.2810984 0.6732822
Treatment Treatment 1 12 4 257.0 0.1867704 0.6732822 0.6732822
Time:Treatment Time:Treatment 1 12 4 257.0 0.1867704 0.6732822 0.6732822

Mtmr7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 252 0.0476190 0.8309262 0.8309262
Treatment Treatment 1 12 9.00 290 0.3724138 0.5530733 0.8309262
Time:Treatment Time:Treatment 1 12 6.25 225 0.3333333 0.5743756 0.8309262

Sis

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 220 0.8727273 0.3686193 0.5529290
Treatment Treatment 1 12 2.25 245 0.1102041 0.7456384 0.7456384
Time:Treatment Time:Treatment 1 12 30.25 241 1.5062241 0.2432490 0.5529290

Atp10b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 241 1.506224 0.2432490 0.2432490
Treatment Treatment 1 12 64.00 191 4.020942 0.0680279 0.2040837
Time:Treatment Time:Treatment 1 12 30.25 241 1.506224 0.2432490 0.2432490

C230012O17Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 278.0 0.1726619 0.6850907 0.6850907
Treatment Treatment 1 12 56.25 222.5 3.0337079 0.1070993 0.1606489
Time:Treatment Time:Treatment 1 12 56.25 222.5 3.0337079 0.1070993 0.1606489

darkseagreen4

Nmrk2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

1700007K13Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Clec18a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Golt1a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Morc2b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

A230009B12Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Elavl4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 151.5 1.267327 0.2822802 0.3161949
Treatment Treatment 1 12 16 175.5 1.094017 0.3161949 0.3161949
Time:Treatment Time:Treatment 1 12 16 175.5 1.094017 0.3161949 0.3161949

Lgr6

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 205.5 0.7153285 0.4142276 0.4944689
Treatment Treatment 1 12 9.00 217.5 0.4965517 0.4944689 0.4944689
Time:Treatment Time:Treatment 1 12 16.00 193.0 0.9948187 0.3382554 0.4944689

Zan

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 56.25 201.0 3.358209 0.0917873 0.0932196
Treatment Treatment 1 12 56.25 203.0 3.325123 0.0932196 0.0932196
Time:Treatment Time:Treatment 1 12 64.00 200.5 3.830424 0.0739999 0.0932196

Pla2g2c

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 36 274.0 1.5766423 0.2331440 0.6994321
Treatment Treatment 1 12 1 222.5 0.0539326 0.8202697 0.8202697
Time:Treatment Time:Treatment 1 12 9 210.5 0.5130641 0.4875216 0.7312824

mediumorchid

Shh

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Grp

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Sall4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Lmod3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Tmem232

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

B430212C06Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Rmst

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

2610017I09Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 174 1.103448 0.3142057 0.3142057
Treatment Treatment 1 12 16 150 1.280000 0.2800026 0.3142057
Time:Treatment Time:Treatment 1 12 16 174 1.103448 0.3142057 0.3142057

D430041D05Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 192.5 0.9974026 0.3376530 0.337653
Treatment Treatment 1 12 16 191.0 1.0052356 0.3358364 0.337653
Time:Treatment Time:Treatment 1 12 16 192.5 0.9974026 0.3376530 0.337653

Tmc5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 249.5 0.0480962 0.8300958 0.9175642
Treatment Treatment 1 12 0.25 268.5 0.0111732 0.9175642 0.9175642
Time:Treatment Time:Treatment 1 12 4.00 232.5 0.2064516 0.6576723 0.9175642

plum

Kcnmb2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Ankrd34b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mas1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm17546

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

2410004I01Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Cdsn

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 202 2.509901 0.1391183 0.1391183
Treatment Treatment 1 12 56.25 199 3.391960 0.0903538 0.1355308
Time:Treatment Time:Treatment 1 12 56.25 199 3.391960 0.0903538 0.1355308

Slc13a4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 258.0 1.965116 0.1862999 0.215372
Treatment Treatment 1 12 36.00 252.5 1.710891 0.2153720 0.215372
Time:Treatment Time:Treatment 1 12 42.25 258.0 1.965116 0.1862999 0.215372

Aoc3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 301.5 0.8059701 0.3869723 0.3869723
Treatment Treatment 1 12 56.25 247.5 2.7272727 0.1245547 0.2975465
Time:Treatment Time:Treatment 1 12 42.25 273.5 1.8537477 0.1983644 0.2975465

Aqp7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 280.0 1.296429 0.2770877 0.3226840
Treatment Treatment 1 12 64.00 234.5 3.275053 0.0954397 0.2863192
Time:Treatment Time:Treatment 1 12 25.00 282.0 1.063830 0.3226840 0.3226840

Sprn

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 227.5 1.5956044 0.2305189 0.6915567
Treatment Treatment 1 12 2.25 256.5 0.1052632 0.7511885 0.7511885
Time:Treatment Time:Treatment 1 12 2.25 256.5 0.1052632 0.7511885 0.7511885

thistle3

Ascl1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

4930451C15Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Scd3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Irx5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Plk5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Lrfn5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Dct

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 186 1.032258 0.3296766 0.33216
Treatment Treatment 1 12 16 188 1.021277 0.3321600 0.33216
Time:Treatment Time:Treatment 1 12 16 188 1.021277 0.3321600 0.33216

Efcab6

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 190.5 1.007874 0.3352276 0.3352276
Treatment Treatment 1 12 16 189.0 1.015873 0.3333919 0.3352276
Time:Treatment Time:Treatment 1 12 16 183.0 1.049180 0.3259019 0.3352276

Gabrb3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 225.0 0.3333333 0.5743756 0.5743756
Treatment Treatment 1 12 25.00 214.5 1.3986014 0.2598605 0.5743756
Time:Treatment Time:Treatment 1 12 16.00 244.0 0.7868852 0.3924754 0.5743756

Lrrc9

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 56.25 192 3.515625 0.0853301 0.1344551
Treatment Treatment 1 12 42.25 198 2.560606 0.1355384 0.1355384
Time:Treatment Time:Treatment 1 12 56.25 198 3.409091 0.0896367 0.1344551

darkseagreen3

1700093K21Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Tekt1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Tacr3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gpr110

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm694

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

4732418A04Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

A830073O21Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm17634

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Zbtb8b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 267.0 0.0112360 0.9173339 0.9173339
Treatment Treatment 1 12 0.25 267.0 0.0112360 0.9173339 0.9173339
Time:Treatment Time:Treatment 1 12 4.00 217.5 0.2206897 0.6469367 0.9173339

Zmat4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 260.5 0.0115163 0.9163131 0.9163131
Treatment Treatment 1 12 49.00 229.5 2.5620915 0.1354353 0.4063058
Time:Treatment Time:Treatment 1 12 16.00 238.5 0.8050314 0.3872402 0.5808603

sienna2

Cwh43

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Fut2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm10639

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

9330158H04Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 177 1.084746 0.3181679 0.3181679
Treatment Treatment 1 12 16 171 1.122807 0.3101778 0.3181679
Time:Treatment Time:Treatment 1 12 16 177 1.084746 0.3181679 0.3181679

1110002E22Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 194 0.9896907 0.3394556 0.3394556
Treatment Treatment 1 12 36 204 2.1176471 0.1712665 0.3394556
Time:Treatment Time:Treatment 1 12 16 194 0.9896907 0.3394556 0.3394556

Chrna4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 151 1.271523 0.2815232 0.8445697
Treatment Treatment 1 12 0 247 0.000000 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 0 247 0.000000 1.0000000 1.0000000

Ankrd45

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 214.5 0.3496503 0.5652838 0.8479257
Treatment Treatment 1 12 6.25 214.5 0.3496503 0.5652838 0.8479257
Time:Treatment Time:Treatment 1 12 0.00 249.0 0.0000000 1.0000000 1.0000000

Csrnp3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627
Time:Treatment Time:Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627

Tmem54

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.00 302.0 0.0000000 1.0000000 1.0000000
Treatment Treatment 1 12 12.25 287.5 0.5113043 0.4882538 0.7323807
Time:Treatment Time:Treatment 1 12 12.25 287.5 0.5113043 0.4882538 0.7323807

Mapk10

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 49.00 258.5 2.2746615 0.1573727 0.2360591
Treatment Treatment 1 12 6.25 278.5 0.2692998 0.6132381 0.6132381
Time:Treatment Time:Treatment 1 12 64.00 235.0 3.2680851 0.0957538 0.2360591

lightskyblue4

Slc26a4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Ccdc108

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Cntnap5a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

March10

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Speer7-ps1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Hpcal4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 221.5 0.6636569 0.4311428 0.4311428
Treatment Treatment 1 12 30.25 203.5 1.7837838 0.2064656 0.4311428
Time:Treatment Time:Treatment 1 12 12.25 221.5 0.6636569 0.4311428 0.4311428

2700046A07Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 214.5 0.3496503 0.5652838 0.8479257
Treatment Treatment 1 12 0.00 249.0 0.0000000 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 6.25 214.5 0.3496503 0.5652838 0.8479257

Ndst3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 254 0.2952756 0.5968096 0.8388983
Treatment Treatment 1 12 1.00 278 0.0431655 0.8388983 0.8388983
Time:Treatment Time:Treatment 1 12 4.00 263 0.1825095 0.6767906 0.8388983

Rnf112

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 249.5 2.032064 0.1795011 0.2418618
Treatment Treatment 1 12 30.25 239.5 1.515658 0.2418618 0.2418618
Time:Treatment Time:Treatment 1 12 64.00 212.0 3.622641 0.0812555 0.2418618

C130071C03Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0 216 0 1.0000000 1.0000000
Treatment Treatment 1 12 0 216 0 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 16 96 2 0.1827168 0.5481503

mediumpurple

Zic1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm14492

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Lingo3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

2310016G11Rik

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Dio3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm4524

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm16754

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Col9a1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627
Time:Treatment Time:Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627

Col2a1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1 249.0 0.0481928 0.8299282 0.8299282
Treatment Treatment 1 12 4 228.5 0.2100656 0.6549053 0.8299282
Time:Treatment Time:Treatment 1 12 9 211.5 0.5106383 0.4885314 0.8299282

Col24a1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 266.5 0.0112570 0.9172567 0.9172567
Treatment Treatment 1 12 4.00 217.0 0.2211982 0.6465613 0.9172567
Time:Treatment Time:Treatment 1 12 0.25 266.5 0.0112570 0.9172567 0.9172567

indianred2

Cntn5

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Mrap2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Zfp352

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Diras1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 227 0.845815 0.3758563 0.3758563
Treatment Treatment 1 12 20.25 214 1.135514 0.3075736 0.3758563
Time:Treatment Time:Treatment 1 12 42.25 201 2.522388 0.1382258 0.3758563

Slc10a4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627
Time:Treatment Time:Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627

Grm7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627
Time:Treatment Time:Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627

Abcc12

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0 247.5 0.000000 1.0000000 1.0000000
Treatment Treatment 1 12 16 151.5 1.267327 0.2822802 0.8468407
Time:Treatment Time:Treatment 1 12 0 247.5 0.000000 1.0000000 1.0000000

Nepn

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627
Time:Treatment Time:Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627

Dcx

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 241 1.506224 0.2432490 0.2432490
Treatment Treatment 1 12 64.00 191 4.020942 0.0680279 0.2040837
Time:Treatment Time:Treatment 1 12 30.25 241 1.506224 0.2432490 0.2432490

Arntl2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 281.5 0.5222025 0.48375 0.957465
Treatment Treatment 1 12 6.25 322.5 0.2325581 0.63831 0.957465
Time:Treatment Time:Treatment 1 12 0.00 276.0 0.0000000 1.00000 1.000000

royalblue3

Wif1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Acot3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Arhgap36

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Nxph4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Ppp1r3g

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Gm14097

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Kcna4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 188 1.021277 0.3321600 0.33216
Treatment Treatment 1 12 16 186 1.032258 0.3296766 0.33216
Time:Treatment Time:Treatment 1 12 16 180 1.066667 0.3220661 0.33216

Wdr17

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 266.5 0.0112570 0.9172567 0.9172567
Treatment Treatment 1 12 0.25 266.5 0.0112570 0.9172567 0.9172567
Time:Treatment Time:Treatment 1 12 4.00 217.0 0.2211982 0.6465613 0.9172567

Scaf1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 291.5 0.8336192 0.3792066 0.5688099
Treatment Treatment 1 12 0.00 307.5 0.0000000 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 20.25 274.5 0.8852459 0.3653241 0.5688099

Rab40b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1.00 306.5 0.0391517 0.8464607 0.9233212
Treatment Treatment 1 12 6.25 296.5 0.2529511 0.6241081 0.9233212
Time:Treatment Time:Treatment 1 12 0.25 310.5 0.0096618 0.9233212 0.9233212

cornflowerblue

Rpl32

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 339.5 0.0088365 0.9266583 1.0000000
Treatment Treatment 1 12 0.00 335.0 0.0000000 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 36.00 303.5 1.4233937 0.2559012 0.7677036

Rpl23a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.25 333.5 0.0089955 0.9260036 0.9263331
Treatment Treatment 1 12 0.25 336.5 0.0089153 0.9263331 0.9263331
Time:Treatment Time:Treatment 1 12 30.25 305.5 1.1882160 0.2970951 0.8912852

Rps23-ps

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1 338.5 0.0354505 0.8538013 0.8538013
Treatment Treatment 1 12 1 338.0 0.0355030 0.8536945 0.8538013
Time:Treatment Time:Treatment 1 12 49 291.0 2.0206186 0.1806405 0.5419216

Rps7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 323.0 0.5944272 0.4556254 0.7818029
Treatment Treatment 1 12 2.25 334.5 0.0807175 0.7811702 0.7818029
Time:Treatment Time:Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029

Rpl38

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 327.5 0.0824427 0.7789118 0.7789118
Treatment Treatment 1 12 9.00 318.5 0.3390895 0.5711345 0.7789118
Time:Treatment Time:Treatment 1 12 30.25 303.5 1.1960461 0.2955811 0.7789118

Rpl18a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 324.5 0.4530046 0.5136651 0.7818029
Treatment Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029
Time:Treatment Time:Treatment 1 12 9.00 326.5 0.3307810 0.5758249 0.7818029

Rps17

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.00 337.5 0.000000 1.0000000 1.000000
Treatment Treatment 1 12 4.00 335.5 0.143070 0.7118542 1.000000
Time:Treatment Time:Treatment 1 12 56.25 282.5 2.389381 0.1481160 0.444348

Rpl21

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 332.5 0.2255639 0.6433598 0.8536945
Treatment Treatment 1 12 1.00 338.0 0.0355030 0.8536945 0.8536945
Time:Treatment Time:Treatment 1 12 1.00 338.0 0.0355030 0.8536945 0.8536945

Rpl23

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25.00 297.0 1.0101010 0.3347151 0.443306
Treatment Treatment 1 12 16.00 305.5 0.6284779 0.4433060 0.443306
Time:Treatment Time:Treatment 1 12 20.25 319.5 0.7605634 0.4002654 0.443306

Rpl22

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0.00 340.0 0.000000 1.0000000 1.0000000
Treatment Treatment 1 12 42.25 295.5 1.715736 0.2147645 0.3221468
Time:Treatment Time:Treatment 1 12 81.00 250.0 3.888000 0.0721303 0.2163910

pink2

Tssk1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 147 1.306122 0.2753873 0.2753873
Treatment Treatment 1 12 16 147 1.306122 0.2753873 0.2753873
Time:Treatment Time:Treatment 1 12 16 147 1.306122 0.2753873 0.2753873

Lrp1b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16 185 1.037838 0.3284251 0.3284251
Treatment Treatment 1 12 16 185 1.037838 0.3284251 0.3284251
Time:Treatment Time:Treatment 1 12 16 153 1.254902 0.2845381 0.3284251

Tmem145

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627
Time:Treatment Time:Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627

Syndig1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64 196.5 3.908397 0.0714818 0.0714818
Treatment Treatment 1 12 64 196.5 3.908397 0.0714818 0.0714818
Time:Treatment Time:Treatment 1 12 64 196.5 3.908397 0.0714818 0.0714818

Ttc18

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 64 243.0 3.160494 0.1007684 0.1010811
Treatment Treatment 1 12 64 243.5 3.154004 0.1010811 0.1010811
Time:Treatment Time:Treatment 1 12 64 243.5 3.154004 0.1010811 0.1010811

Sox2ot

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25.00 234.5 1.2793177 0.2801246 0.4201869
Treatment Treatment 1 12 2.25 260.0 0.1038462 0.7528069 0.7528069
Time:Treatment Time:Treatment 1 12 49.00 258.5 2.2746615 0.1573727 0.4201869

Tgm7

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1 293.5 0.0408859 0.8431459 0.8431459
Treatment Treatment 1 12 16 283.5 0.6772487 0.4265876 0.8431459
Time:Treatment Time:Treatment 1 12 1 293.5 0.0408859 0.8431459 0.8431459

Cplx1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 36 270.5 1.5970425 0.2303214 0.4907502
Treatment Treatment 1 12 25 287.5 1.0434783 0.3271668 0.4907502
Time:Treatment Time:Treatment 1 12 4 310.0 0.1548387 0.7008554 0.7008554

Gm13075

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 327 0.0825688 0.7787478 0.7787478
Treatment Treatment 1 12 110.25 204 6.4852941 0.0256243 0.0768729
Time:Treatment Time:Treatment 1 12 36.00 282 1.5319149 0.2394958 0.3592437

Clvs1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 42.25 290.0 1.748276 0.2107426 0.2874815
Treatment Treatment 1 12 30.25 293.0 1.238908 0.2874815 0.2874815
Time:Treatment Time:Treatment 1 12 81.00 249.5 3.895792 0.0718818 0.2156453

indianred1

Upk3b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 337.5 0.0800000 0.7821172 0.9266583
Treatment Treatment 1 12 20.25 318.5 0.7629513 0.3995488 0.9266583
Time:Treatment Time:Treatment 1 12 0.25 339.5 0.0088365 0.9266583 0.9266583

Upk1b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 335.5 0.143070 0.7118542 0.7821172
Treatment Treatment 1 12 42.25 297.5 1.704202 0.2162143 0.6486430
Time:Treatment Time:Treatment 1 12 2.25 337.5 0.080000 0.7821172 0.7821172

Igfbp6

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 335.5 0.143070 0.7118542 0.7821172
Treatment Treatment 1 12 2.25 337.5 0.080000 0.7821172 0.7821172
Time:Treatment Time:Treatment 1 12 4.00 333.5 0.143928 0.7110350 0.7821172

Krt19

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 12.25 324.5 0.4530046 0.5136651 0.7704976
Treatment Treatment 1 12 49.00 290.5 2.0240964 0.1802933 0.5408800
Time:Treatment Time:Treatment 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504

Lrrn4

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4.00 335.0 0.1432836 0.7116500 0.71165
Treatment Treatment 1 12 9.00 330.5 0.3267776 0.5781134 0.71165
Time:Treatment Time:Treatment 1 12 20.25 316.5 0.7677725 0.3981082 0.71165

Cldn15

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 317.5 0.7653543 0.3988298 0.7093755
Treatment Treatment 1 12 4.00 329.5 0.1456753 0.7093755 0.7093755
Time:Treatment Time:Treatment 1 12 4.00 327.5 0.1465649 0.7085349 0.7093755

Msln

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 320.0 0.6000000 0.4535705 0.6803558
Treatment Treatment 1 12 56.25 283.5 2.3809524 0.1487723 0.4463168
Time:Treatment Time:Treatment 1 12 4.00 334.0 0.1437126 0.7112404 0.7112404

Gpm6a

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 1 339 0.0353982 0.8539077 1
Treatment Treatment 1 12 0 331 0.0000000 1.0000000 1
Time:Treatment Time:Treatment 1 12 9 322 0.3354037 0.5732055 1

Fmo2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 6.25 333.5 0.2248876 0.6438533 0.9265504
Treatment Treatment 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504
Time:Treatment Time:Treatment 1 12 20.25 316.5 0.7677725 0.3981082 0.9265504

Wnt2b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 320.0 0.6000000 0.4535705 0.6803558
Treatment Treatment 1 12 4.00 332.0 0.1445783 0.7104160 0.7104160
Time:Treatment Time:Treatment 1 12 20.25 313.5 0.7751196 0.3959282 0.6803558

lightblue2

Sall3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 0 216 0 1.0000000 1.0000000
Treatment Treatment 1 12 0 216 0 1.0000000 1.0000000
Time:Treatment Time:Treatment 1 12 16 96 2 0.1827168 0.5481503

Stk32b

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 222 0.2162162 0.6502627 0.6502627
Treatment Treatment 1 12 4 222 0.2162162 0.6502627 0.6502627
Time:Treatment Time:Treatment 1 12 16 150 1.2800000 0.2800026 0.6502627

Grm1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 4 270 0.1777778 0.6807446 1
Treatment Treatment 1 12 0 266 0.0000000 1.0000000 1
Time:Treatment Time:Treatment 1 12 0 305 0.0000000 1.0000000 1

Olfm3

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 275 1.320000 0.2729778 0.2729778
Treatment Treatment 1 12 30.25 275 1.320000 0.2729778 0.2729778
Time:Treatment Time:Treatment 1 12 64.00 191 4.020942 0.0680279 0.2040837

Gm973

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 16.00 309.0 0.6213592 0.4458356 0.4458356
Treatment Treatment 1 12 49.00 271.5 2.1657459 0.1668500 0.2502751
Time:Treatment Time:Treatment 1 12 110.25 226.0 5.8539823 0.0323469 0.0970408

Gm13378

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 20.25 275.5 0.8820327 0.3661657 0.9251028
Treatment Treatment 1 12 0.25 325.5 0.0092166 0.9251028 0.9251028
Time:Treatment Time:Treatment 1 12 0.25 320.5 0.0093604 0.9245228 0.9251028

Nr3c2

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 30.25 306.5 1.1843393 0.2978486 0.4467730
Treatment Treatment 1 12 0.25 338.5 0.0088626 0.9265504 0.9265504
Time:Treatment Time:Treatment 1 12 49.00 276.5 2.1265823 0.1704349 0.4467730

Gm16283

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 25.00 314.0 0.955414 0.3476395 0.5214593
Treatment Treatment 1 12 4.00 335.5 0.143070 0.7118542 0.7118542
Time:Treatment Time:Treatment 1 12 132.25 194.5 8.159383 0.0144484 0.0433451

Megf10

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 2.25 327.5 0.0824427 0.7789118 0.7818029
Treatment Treatment 1 12 6.25 330.5 0.2269289 0.6423668 0.7818029
Time:Treatment Time:Treatment 1 12 2.25 336.5 0.0802377 0.7818029 0.7818029

Slc1a1

Term Df Df.res Sum Sq Sum Sq.res F value Pr(>F) adjust
Time Time 1 12 72.25 264 3.2840909 0.0950343 0.1425514
Treatment Treatment 1 12 20.25 318 0.7641509 0.3991896 0.3991896
Time:Treatment Time:Treatment 1 12 81.00 256 3.7968750 0.0751164 0.1425514

Analysis performed by Ann Wells

The Carter Lab The Jackson Laboratory 2023

ann.wells@jax.org