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Table 4 Predicted upstream regulators of endometrial genes differentially expressed at week 9 (day 13 of the estrous cycle) in response to WK1_PC2

From: Concurrent and long-term associations between the endometrial microbiota and endometrial transcriptome in postpartum dairy cows

Upstream regulator

Z-scorea

P-value

Differentially expressed genes (week 9)c

Bacterial products

 Mma_DMAGb

2.45

5.67E-08

CCL20, CXCL2, NFKBIZ, SDC4, SOD2, TNIP3

 Enterotoxin B

2.41

2.88E-08

CSF3, CTLA4, CXCL13, CXCL2, IL12B, IL17A

 Lipopolysaccharide

3.63

9.88E-10

CCL20, CHI3L1, CSF3, CXCL13, CXCL2, IFNW1, IL12B, IL17A, IL22, IL36A, LAMB1, LCN2, LYN, NFKBIZ, PC, PFKFB3, RAB20, SDC4, SOD2, TNIP3

 Peptidoglycan

2.39

2.65E-07

CCL20, CSF3, CXCL2, IL12B, IL17A, SOD2

Interleukins

 IL1

2.28

1.40E-06

CCL20, CHI3L1, CSF3, IL17A, IL22, LAMB1, SDC4, SOD2

 IL1A

2.56

6.29E-08

ALDH1A3, CCL20, CXCL2, IL12B, IL17A, LCN2, NFKBIZ, SOD2

 IL1B

3.39

1.30E-09

CCL20, CHI3L1, CSF3, CXCL13, CXCL2, GDF15, IL12B, IL17A, IL22, IL36A, LCN2, NFKBIZ, SDC4, SLC22A4, SOD2

 IL6

2.75

5.56E-05

CCL20, CLEC10A, CXCL13, CXCL2, IL12B, IL17A, IL22, LCN2, SOD2

 IL10RA

−2.00

9.07E-04

CTLA4, IL12B, IL17A, IL18BP, LCN2

 IL17A

2.18

5.87E-08

CCL20, CSF3, CXCL13, CXCL2, IL17A, IL22, LCN2, NFKBIZ

Tumor necrosis factor

3.62

2.72E-12

AATK, ALDH1A3, CCL20, CHI3L1, CHI3L2, CSF3, CTLA4, CXCL13, CXCL2, GDF15, IL12B, IL17A, IL18BP, IL22, IL36A, ITGA10, LCN2, LYN, NFKBIZ, PC, SDC4, SLC22A4, SOD2

Toll-like receptors

 TLR3

2.91

8.70E-09

CCL20, CSF3, CXCL2, IFNW1, IL12B, IL36A, LCN2, NFKBIZ, PFKFB3

 TLR4

2.88

1.04E-09

CCL20, CSF3, CXCL2, DUOX2, IFNW1, IL12B, IL17A, IL18BP, LCN2, NFKBIZ, SOD2

 TLR5

2.18

2.81E-08

CCL20, CSF3, CXCL2, IL12B, IL17A

 TLR7

2.39

1.52E-06

CCL20, CXCL13, CXCL2, IFNW1, IL12B, SOD2

 TLR9

2.57

1.07E-06

CSF3, IFNW1, IL12B, IL36A, LCN2, NFKBIZ, PFKFB3

  1. apositive z-score = increased activation; negative z-score = decreased activation
  2. b5-O-mycolyl-beta-araf-(1 → 2)-5-O-mycolyl-alpha-araf-(1 → 1′)-glycerol
  3. cSee Additional file 1: Table S10 for gene description