| Literature DB >> 28396748 |
Omar Bulgari1,2, Xianwen Dong1,3, Alfred L Roca1, Anna M Caroli2, Juan J Loor1,4.
Abstract
BACKGROUND: Innate immune responses induced by in vitro stimulation of primary mammary epithelial cells (MEC) using Gram-negative lipopolysaccharide (LPS) and Gram-positive lipoteichoic acid (LTA) bacterial cell wall components are well- characterized in bovine species. The objective of the current study was to characterize the downstream regulation of the inflammatory response induced by Toll-like receptors in primary goat MEC (pgMEC). We performed quantitative real-time RT-PCR (qPCR) to measure mRNA levels of 9 genes involved in transcriptional regulation or antibacterial activity: Toll-like receptor 2 (TLR2), Toll-like receptor 4 (TLR4), prostaglandin-endoperoxide synthase 2 (PTGS2), interferon induced protein with tetratricopeptide repeats 3 (IFIT3), interferon regulatory factor 3 (IRF3), myeloid differentiation primary response 88 (MYD88), nuclear factor of kappa light polypeptide gene enhancer in B-cells 1 (NFKB1), Toll interacting protein (TOLLIP), and lactoferrin (LTF). Furthermore, we analyzed 7 cytokines involved in Toll-like receptor signaling pathways: C-C motif chemokine ligand 2 (CCL2), C-C motif chemokine ligand 5 (CCL5), C-X-C motif chemokine ligand 6 (CXCL6), interleukin 8 (CXCL8), interleukin 1 beta (IL1B), interleukin 6 (IL6), and tumor necrosis factor alpha (TNF).Entities:
Keywords: Gene expression; Inflammation; Lactation; Mastitis
Year: 2017 PMID: 28396748 PMCID: PMC5379715 DOI: 10.1186/s40104-017-0162-8
Source DB: PubMed Journal: J Anim Sci Biotechnol ISSN: 1674-9782
Fig. 1Establishment of pgMEC in culture on a collagen matrix. a Cobblestone-like monolayer. b Epithelial island. c Dense cellular masses
Quantitative PCR performance of the measured genes
| Gene | Median Cta | Median ∆Ctb | Slopec | (R2)d | Efficiencye |
|---|---|---|---|---|---|
|
| 28.62 | 9.66 | −3.29 | 0.997 | 2.011 |
|
| 28.95 | 10.05 | −3.28 | 0.991 | 2.019 |
|
| 24.29 | 5.23 | −3.19 | 0.999 | 2.060 |
|
| 29.26 | 10.34 | −3.11 | 0.994 | 2.097 |
|
| 24.96 | 6.04 | −3.07 | 0.993 | 2.117 |
|
| 29.11 | 10.12 | −3.34 | 0.993 | 1.992 |
|
| 24.16 | 5.27 | −3.09 | 0.991 | 2.108 |
|
| 24.62 | 5.71 | −3.02 | 0.991 | 2.143 |
|
| 26.58 | 7.62 | −2.91 | 0.996 | 2.204 |
|
| 27.47 | 8.49 | −3.06 | 0.986 | 2.120 |
|
| 28.51 | 9.64 | −3.31 | 0.999 | 2.006 |
|
| 30.20 | 11.28 | −2.94 | 0.999 | 2.189 |
|
| 23.59 | 4.75 | −3.35 | 0.995 | 1.989 |
aThe median is calculated considering all time points and treatments
bThe median of ∆Ct is calculated as [Ct gene - geometrical mean of Ct internal controls] for each time point and treatment
cSlope of the standard curve
dR2 stands for the coefficient of determination of the standard curve
eEfficiency is calculated as [10(−1/Slope)]
Log2 back-transformed LSM of gene transcription for treatment (TRT) and incubation time (T), SEM and P values for TRT and T
| LSM TRTd | LSM T | SEM |
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Gene | Control | LPS | LTA | L + L | 3 h | 6 h | TRT | T | TRT | T |
| Cytokines | ||||||||||
|
| 0.49c | 1.61a | 0.54c | 0.80b | 0.72 | 0.80 | 0.08 | 0.06 | <0.0001 | 0.0637 |
|
| 1.64b | 1.58b | 1.65b | 1.91a | 1.60z | 1.78y | 0.06 | 0.04 | 0.0022 | 0.0034 |
|
| 0.43c | 1.58a | 0.40c | 0.96b | 0.78y | 0.66z | 0.08 | 0.06 | <0.0001 | 0.0093 |
|
| 0.51c | 1.64a | 0.43c | 0.97b | 0.97y | 0.61z | 0.12 | 0.09 | <0.0001 | <0.0001 |
|
| 1.26b | 2.65a | 1.27b | 1.90a | 1.66 | 1.71 | 0.22 | 0.18 | 0.0004 | 0.8208 |
| Regulatory genes | ||||||||||
|
| 1.01c | 1.13b | 1.20ab | 1.24a | 0.95z | 1.37y | 0.04 | 0.03 | <0.0001 | <0.0001 |
|
| 1.05b | 1.09 | 1.13 | 1.19a | 1.01z | 1.22y | 0.05 | 0.04 | 0.0818 | <0.0001 |
|
| 1.73b | 2.05a | 1.81b | 2.11a | 1.81z | 2.03y | 0.03 | 0.03 | <0.0001 | <0.0001 |
|
| 1.13c | 1.49a | 1.34b | 1.51a | 1.10z | 1.68y | 0.05 | 0.04 | <0.0001 | <0.0001 |
|
| 1.05b | 1.30a | 1.32a | 1.29a | 1.03z | 1.48y | 0.05 | 0.04 | <0.0001 | <0.0001 |
|
| 10.39 | 11.38 | 10.11 | 11.24 | 10.58 | 10.96 | 0.09 | 0.07 | 0.3747 | 0.5420 |
|
| 1.04c | 1.49a | 1.04c | 1.22b | 1.18 | 1.19 | 0.08 | 0.06 | <0.0001 | 0.8645 |
|
| 0.96b | 0.96b | 1.04a | 0.95b | 0.98 | 0.97 | 0.02 | 0.01 | <0.0001 | 0.3915 |
a-cDifferent letters represent significant differences between treatments (P < 0.05)
The letter a indicates higher transcript levels than b and c. The letter b indicates higher transcript levels than c
dTreatments: Control = incubation without toxins; LPS = incubation with 1 μg/mL lipopolysaccharide; LTA = incubation with 20 μg/mL lipoteichoic acid; L + L = incubation with the combination of both toxins
y-zDifferent letters represent significant differences between time points (P < 0.05). The letter y indicates higher transcript levels than z
Log2 back-transformed LSM of interactions between treatment (TRT) and incubation time (T) on gene transcription, SEM and P values for TRT × T
| LSM TRTd × T | SEM |
| |||||
|---|---|---|---|---|---|---|---|
| Gene | T | Control | LPS | LTA | L + L | TRT × T | TRT × T |
| Cytokines | |||||||
|
| 3 h | 0.45c | 1.83a,y | 0.48c,z | 0.69b,z | 0.11 | 0.0040 |
| 6 h | 0.53c | 1.41a,z | 0.61c,y | 0.94b,y | |||
|
| 3 h | 1.40c,z | 1.45bc,z | 1.62b | 2.00a | 0.07 | 0.0018 |
| 6 h | 1.91y | 1.72y | 1.68 | 1.83 | |||
|
| 3 h | 0.43c | 1.67a | 0.51c,y | 0.99b | 0.12 | 0.0274 |
| 6 h | 0.44c | 1.49a | 0.32d,z | 0.93b | |||
|
| 3 h | 0.49c | 2.17a,y | 0.62c,y | 1.34b,y | 0.17 | 0.0085 |
| 6 h | 0.52b | 1.24a,z | 0.30c,z | 0.70b,z | |||
|
| 3 h | 1.01b | 3.01a | 1.15b | 2.17a | 0.28 | 0.1423 |
| 6 h | 1.57 | 2.33 | 1.41 | 1.66 | |||
| Regulatory genes | |||||||
|
| 3 h | 0.85b,z | 0.96a,z | 0.96a,z | 1.05a,z | 0.05 | 0.5151 |
| 6 h | 1.19b,y | 1.34a,y | 1.48a,y | 1.47a,y | |||
|
| 3 h | 0.94b,z | 1.01z | 0.99z | 1.12a | 0.07 | 0.3942 |
| 6 h | 1.18y | 1.18y | 1.28y | 1.26 | |||
|
| 3 h | 1.64b,z | 1.95a,z | 1.67b,z | 2.02a | 0.05 | 0.7335 |
| 6 h | 1.82b,y | 2.16a,y | 1.96b,y | 2.20a | |||
|
| 3 h | 0.93b,z | 1.18a,z | 1.12a,z | 1.21a,z | 0.06 | 0.5318 |
| 6 h | 1.37c,y | 1.88a,y | 1.62b,y | 1.90a,y | |||
|
| 3 h | 0.85b,z | 1.12a,z | 1.07a,z | 1.12a,z | 0.07 | 0.2535 |
| 6 h | 1.31b,y | 1.50y | 1.63a,y | 1.48y | |||
|
| 3 h | 9.46 | 10.76 | 10.80 | 11.41 | 0.12 | 0.2028 |
| 6 h | 11.41 | 12.04 | 9.47 | 11.07 | |||
|
| 3 h | 0.99c | 1.42a | 1.28ab,y | 1.08bc,z | 0.10 | <0.0001 |
| 6 h | 1.09b | 1.57a | 0.85c,z | 1.37a,y | |||
|
| 3 h | 0.96b | 0.97b | 1.03a | 0.97b | 0.03 | 0.3689 |
| 6 h | 0.96b | 0.94b | 1.06a | 0.94b | |||
a-cDifferent letters represent significant differences between treatments within the same incubation time (P < 0.05). The letter a indicates higher transcript levels than b and c. The letter b indicates higher transcript levels than c
dTreatments: LPS = incubation with 1 μg/mL lipopolysaccharide; LTA = incubation with 20 μg/mL lipoteichoic acid; L + L = incubation with the combination of both toxins; Control = incubation without toxins
y-zDifferent letters represent significant differences between time points within the same treatment (P < 0.05). The letter y indicates higher transcript levels than z