Table 1 Summary statistics of the top 20 DEGs between all experimental groups studied

A vs B

ENSG00000175899

A2M

protein_coding

9.48319179798626

8.17365800438721E-12

ENSG00000162706

CADM3

protein_coding

9.363748

4.91E-30

ENSG00000189058

APOD

protein_coding

9.295496

7.84E-11

ENSG00000130600

H19

processed_transcript

9.225326

1.32E-41

ENSG00000173432

SAA1

protein_coding

9.197134

5.16E-12

ENSG00000109906

ZBTB16

protein_coding

9.16458

2.70E-10

ENSG00000018625

ATP1A2

protein_coding

9.085414

1.92E-12

ENSG00000105664

COMP

protein_coding

9.065493

1.85E-48

ENSG00000157766

ACAN

protein_coding

8.901535

4.89E-14

ENSG00000094963

FMO2

protein_coding

8.842061

9.96E-09

ENSG00000242221

PSG2

protein_coding

−5.478177262

1.76E-07

ENSG00000213030

CGB8

protein_coding

−5.611914079

0.018018551

ENSG00000134321

RSAD2

protein_coding

−5.820959567

0.003985431

ENSG00000280744

LINC01173

lincRNA

−5.910671503

0.021523417

ENSG00000118785

SPP1

protein_coding

−5.971966402

3.65E-05

ENSG00000231924

PSG1

protein_coding

−6.148461684

9.60E-17

ENSG00000267399

AC006305.2

lincRNA

−6.148961014

0.002403624

ENSG00000197632

SERPINB2

protein_coding

−6.850408513

8.79E-26

ENSG00000187689

AMTN

protein_coding

−8.565848285

0.004588762

ENSG00000196611

MMP1

protein_coding

−8.843058373

7.52E-41

B vs C

ENSG00000226145

KRT16P6

transcribed_unprocessed_pseudogene

1.906834

0.004413

ENSG00000130487

KLHDC7B

protein_coding

1.177422

0.032238

ENSG00000230479

AP000695.1

antisense

1.140401

0.022382

ENSG00000249992

TMEM158

protein_coding

0.962648

0.000486

ENSG00000011347

SYT7

protein_coding

0.932066

0.032238

ENSG00000178860

MSC

protein_coding

0.832252

0.018459

ENSG00000204941

PSG5

protein_coding

0.822275

0.049956

ENSG00000171631

P2RY6

protein_coding

0.806492

0.006323

ENSG00000251493

FOXD1

protein_coding

0.781888

0.000501

ENSG00000197461

PDGFA

protein_coding

0.780789

0.014805

ENSG00000166448

TMEM130

protein_coding

−1.720031175

0.023062466

ENSG00000115457

IGFBP2

protein_coding

−1.921042358

0.049956389

ENSG00000027644

INSRR

protein_coding

−1.934781349

0.007549294

ENSG00000112936

C7

protein_coding

−1.984568888

0.015663029

ENSG00000116690

PRG4

protein_coding

−2.147330739

0.002988794

ENSG00000109906

ZBTB16

protein_coding

−2.19922063

0.000284527

ENSG00000230712

GGTLC4P

unprocessed_pseudogene

−2.265300867

0.011550051

ENSG00000035664

DAPK2

protein_coding

−2.269291912

0.023766748

ENSG00000145358

DDIT4L

protein_coding

−2.46254331

0.005384331

ENSG00000064300

NGFR

protein_coding

−3.74063749

0.006322863

B vs D

ENSG00000170323

FABP4

protein_coding

7.220661624

0.003922

C vs D

ENSG00000184811

TRARG1

protein_coding

6.30441031

0.002390337

ENSG00000170323

FABP4

protein_coding

6.181716427

0.001357736

ENSG00000187288

CIDEC

protein_coding

5.526394468

0.000503077

ENSG00000142973

CYP4B1

protein_coding

5.16623179

0.000315358

ENSG00000186191

BPIFB4

protein_coding

4.445982062

6.01E-24

ENSG00000064300

NGFR

protein_coding

4.322344932

1.25E-05

ENSG00000069122

ADGRF5

protein_coding

3.605555324

0.003274355

ENSG00000241644

INMT

protein_coding

3.565028765

0.015203987

ENSG00000115468

EFHD1

protein_coding

3.429678334

2.21E-06

ENSG00000166819

PLIN1

protein_coding

3.275438842

0.000873093

ENSG00000013297

CLDN11

protein_coding

−1.468389004

5.93E-06

ENSG00000170961

HAS2

protein_coding

−1.527061186

0.000424167

ENSG00000165118

C9orf64

protein_coding

−1.529325645

5.64E-07

ENSG00000250038

AC109588.1

lincRNA

−1.665267793

0.006007246

ENSG00000138316

ADAMTS14

protein_coding

−1.696240088

9.84E-08

ENSG00000255364

SMILR

lincRNA

−1.803735522

0.000992088

ENSG00000235513

AL035681.1

antisense

−1.807650771

0.012265022

ENSG00000172061

LRRC15

protein_coding

−1.885245728

1.49E-06

ENSG00000139629

GALNT6

protein_coding

−2.142177667

0.016769417

ENSG00000165495

PKNOX2

protein_coding

−2.721732704

1.24E-05