From: Analyzing the genomic and transcriptomic architecture of milk traits in Murciano-Granadina goats
Main function | Gene symbol | T1 vs. T3 | T2 vs. T3 | ||
---|---|---|---|---|---|
log2FC | q-value | log2FC | q-value | ||
Milk protein composition | CSN1S1 | −8.17 | 1.31E-28 | −8.03 | 8.28E-28 |
CSN1S2 | −8.00 | 1.83E-18 | −8.18 | 1.50E-19 | |
CSN2 | −7.24 | 5.06E-15 | −7.23 | 9.68E-15 | |
CSN3 | −5.16 | 2.76E-11 | −5.12 | 4.67E-11 | |
LALBA | −9.53 | 3.72E-24 | −9.47 | 8.10E-26 | |
PAEP | −4.67 | 8.16E-20 | −4.41 | 1.61E-22 | |
Regulator of carbohydrate, lipid and protein metabolism | IRS1 | −1.85 | 1.60E-11 | – | – |
Fatty acid synthesis | ACACA | −3.10 | 3.26E-36 | − 2.69 | 1.31E-39 |
FASN | −4.46 | 4.34E-43 | −4.06 | 5.25E-47 | |
Triglyceride synthesis | GPAM | −5.35 | 5.03E-23 | −5.47 | 2.35E-17 |
AGPAT1 | −2.18 | 1.66E-23 | −1.96 | 7.68E-27 | |
AGPAT4 | −1.94 | 2.12E-02 | −2.08 | 8.48E-03 | |
GPAT2 | – | – | −2.80 | 3.49E-04 | |
GPAT4 | −2.70 | 8.24E-19 | −2.44 | 6.98E-35 | |
Cholesterol synthesis | DHCR7 | −2.53 | 1.57E-20 | −2.91 | 1.40E-50 |
DHCR24 | −4.00 | 1.15E-33 | −4.14 | 3.81E-49 | |
LSS | −1.82 | 3.88E-19 | −2.30 | 1.60E-40 | |
MSMO1 | −2.47 | 1.01E-22 | −2.93 | 3.50E-31 | |
Sphingolipid synthesis | ORMDL3 | −2.24 | 3.76E-19 | −2.16 | 3.44E-30 |
OSBPL10 | −1.63 | 6.25E-06 | – | – | |
OSBPL1A | −1.62 | 4.00E-13 | – | – | |
SPTLC2 | −1.73 | 1.56E-18 | – | – | |
SPTLC3 | −1.54 | 2.92E-06 | – | – | |
Acetate synthesis and fatty acid activation | ACSS2 | −2.26 | 5.04E-26 | −2.53 | 1.57E-31 |
ACSL1 | −1.98 | 7.21E-09 | −1.97 | 7.05E-13 | |
Fatty acid desaturation | SCD | −6.30 | 4.75E-32 | −6.43 | 2.17E-23 |
FADS1 | −2.23 | 5.87E-26 | −2.41 | 4.70E-25 | |
Fatty acid absorption and transportation | CD36 | −2.64 | 5.12E-16 | −2.59 | 6.81E-20 |
LDLR | −1.72 | 7.96E-08 | −2.37 | 3.19E-20 | |
FABP3 | −5.00 | 1.93E-09 | −5.37 | 5.60E-12 | |
APOA5 | −5.12 | 3.17E-07 | −5.08 | 8.00E-08 | |
Milk fat globules | BTN1A1 | −6.43 | 1.02E-14 | −6.46 | 5.80E-15 |
PLIN2 | −2.00 | 6.30E-11 | −1.96 | 7.69E-15 | |
RAB18 | −2.65 | 1.05E-16 | −2.32 | 4.00E-15 | |
MFGE8 | −3.84 | 1.67E-20 | −4.09 | 5.24E-49 | |
Lipolysis | LPL | −5.60 | 3.33E-30 | −5.78 | 2.29E-47 |
LIPG | −4.10 | 7.56E-11 | −4.25 | 1.14E-11 | |
PNLIPRP2 | – | – | −2.46 | 1.12E-02 | |
Transcriptional regulation of lipid metabolism | PPARA | −1.63 | 1.78E-18 | – | – |
ESR2 | −1.62 | 8.77E-08 | – | – | |
LEP | −4.01 | 2.11E-04 | −5.39 | 2.39E-08 | |
INSIG1 | −4.35 | 1.29E-31 | −5.18 | 9.72E-79 | |
Transportation of carbohydrates | SLC2A1 | −2.18 | 2.76E-19 | −2.00 | 2.34E-17 |
SLC35C1 | −2.94 | 1.59E-22 | −2.85 | 8.11E-23 | |
Transportation of amino acids | SLC1A1 | −2.14 | 4.08E-07 | −2.01 | 3.14E-06 |
SLC1A5 | −2.29 | 3.79E-09 | −2.28 | 5.58E-14 | |
SLC7A14 | −1.83 | 4.38E-03 | −1.84 | 4.00E-03 | |
SLC36A2 | −1.53 | 2.19E-03 | – | – | |
Transportation of minerals | SLC30A4 | −2.70 | 1.37E-11 | −1.95 | 4.49E-12 |
SLC31A1 | −1.69 | 1.96E-10 | −1.53 | 6.50E-09 | |
SLC39A14 | −1.72 | 1.31E-09 | −1.68 | 7.69E-11 | |
Absorption of calcium | TRPV1 | −3.43 | 4.50E-06 | −2.83 | 2.64E-07 |
TRPV5 | 4.66 | 7.54E-07 | 3.68 | 1.15E-06 | |
TRPV6 | 3.25 | 7.87E-06 | 3.25 | 8.06E-11 | |
PTHLH | −5.17 | 1.04E-20 | −5.41 | 1.28E-26 | |
FGF23 | 3.48 | 1.21E-06 | 2.33 | 5.21E-03 | |
Apoptosis | IGFBP5 | – | – | −1.76 | 2.01E-05 |
LIF | 2.58 | 3.05E-05 | 1.86 | 4.80E-04 | |
SOCS3 | 2.65 | 2.64E-05 | 2.49 | 1.66E-06 | |
BCL2L14 | 1.53 | 1.55E-06 | 1.68 | 4.06E-12 | |
OSM | 1.90 | 1.46E-04 | – | – | |
OSMR | 1.64 | 6.38E-04 | 1.56 | 6.14E-09 | |
FOS | 1.67 | 5.82E-03 | 1.72 | 2.61E-04 | |
JUNB | 2.06 | 4.59E-06 | 1.80 | 4.63E-11 | |
TNF | 1.78 | 8.90E-06 | – | – | |
TNFSF8 | 1.66 | 8.87E-12 | – | – | |
TNFSF13 | – | – | −2.48 | 3.33E-17 | |
TNFRSF18 | 2.10 | 6.21E-05 | 1.59 | 1.04E-04 | |
TNFRSF6B | 1.64 | 6.44E-04 | – | – | |
TNFAIP6 | 1.81 | 1.41E-05 | – | – | |
LTK | −2.45 | 2.59E-26 | −2.31 | 2.79E-19 | |
WNT5A | −2.50 | 5.73E-20 | −2.28 | 5.87E-26 | |
Morphogenesis and tissue remodeling | ADAMTS4 | 2.46 | 5.84E-05 | 1.61 | 2.64E-03 |
ADAMTS7 | 1.59 | 2.43E-06 | – | – | |
ADAMTS16 | 1.69 | 2.46E-03 | – | – | |
ADAMTS17 | −1.54 | 1.18E-09 | −1.64 | 2.02E-09 | |
Immunity | MUC1 | −3.11 | 2.59E-05 | −2.78 | 1.21E-04 |
MUC4 | −2.10 | 7.80E-05 | −1.81 | 1.03E-05 | |
MUC20 | −3.01 | 4.49E-15 | −2.78 | 1.09E-13 | |
ABCA3 | −2.61 | 7.95E-21 | −1.94 | 3.98E-20 | |
SFTPD | −5.47 | 6.59E-34 | −5.35 | 6.57E-38 | |
BPIFA1 | −4.41 | 2.67E-13 | −3.86 | 5.54E-08 | |
BPIFA2 | −8.53 | 5.70E-11 | −6.61 | 1.56E-14 | |
BPIFA3 | −5.11 | 1.34E-17 | −4.08 | 6.36E-09 | |
BPIFB1 | − 4.32 | 3.14E-21 | −4.28 | 3.16E-20 | |
BPIFB4 | −3.93 | 8.81E-03 | – | – | |
CLDN6 | 3.09 | 1.68E-03 | – | – | |
CLDND2 | 1.68 | 1.57E-08 | 1.72 | 1.61E-22 | |
Cytokines and/or their receptors | IL5 | 1.76 | 8.96E-03 | – | – |
IL15RA | 1.90 | 3.49E-07 | – | – | |
IL22RA2 | 1.99 | 9.41E-03 | – | – | |
Defensins | DEFB116 | 2.75 | 2.34E-02 | 2.73 | 9.28E-03 |
DEFB126 | 3.40 | 2.70E-03 | 3.55 | 2.21E-04 | |
Chemokines | CXCR4 | 1.67 | 1.67E-05 | – | – |
Complement cascade | C1QA | 1.60 | 1.77E-07 | – | – |
C1S | 1.69 | 8.27E-06 | – | – | |
C1R | 1.76 | 4.57E-05 | – | – | |
C6 | 2.25 | 1.53E-07 | 1.83 | 2.36E-06 | |
C7 | 1.95 | 1.04E-03 | – | – | |
CTSL | 1.78 | 8.36E-03 | – | – |