| Literature DB >> 35281079 |
Linlin Ying1, Hao Wu1, Shuaishuai Zhou1, Han Lu1, Manyi Ding1, Bo Wang1, Shanshan Wang1, Yanjun Mao1, Fenglin Xiao1, Yao Li1.
Abstract
The purpose of the experiment was to investigate the Toll-like receptor signaling pathway of quercetin regulating avian beta-defensin (AvBD) in the ileum of Arbor Acre (AA) broilers. Four hundred and eighty one-day-old Arbor Acre broilers with similar body weight, half male and female, were randomly allotted to four treatments; the control treatment and three dietary treatments were fed with the basal diets supplemented with 0, 0.02%, 0.04, and 0.06% quercetin, respectively. The results showed that dietary quercetin supplementation did not significantly influence growth performance (p > 0.05), but significantly decreased the mortality rate of broilers by 85.74%, 85.74, and 71.28%, respectively (p < 0.05, F = 9.06). Compared with control, dietary supplementation with 0.04 and 0.06% quercetin significantly upregulated mRNA expression of total AvBD (p < 0.05), and there were no significant differences in the mRNA expression of AvBD1, AvBD2, and AvBD14 in three quercetin supplementation groups in the ileum of AA broilers (p > 0.05). Dietary supplementation with 0.02 and 0.06% quercetin significantly downregulated the mRNA expression of total Toll-like receptors (p < 0.05). Dietary quercetin supplementation significantly downregulated the mRNA expression of TLR1A, TLR1B, and TLR2A (p < 0.05); however, there were no significant differences in the mRNA expression of TLR2B, TLR5, and TLR15 (p > 0.05). Dietary quercetin supplementation significantly downregulated the mRNA expression of myeloid differentiation primary response protein 88 (MyD88) and TIR domain-containing adaptor protein/MyD88-adaptor-like (TIRAP/MAL) (p < 0.05), 0.02% quercetin significantly downregulated the mRNA expression of tank-binding kinase1 (TBK1), IκB kinase complex-α (IKKα), IKKβ, IKKε, nuclear factor-kappa B (NF-κB), NF-κB inhibitor-alpha (IκBα), IκBα, IκBβ, TNF-receptor-associated factor 3 (TRAF3), and interferons regulatory factor 7 (IRF7) (p < 0.05), 0.04% quercetin significantly downregulated the mRNA expression of IKKβ, IKKε, NF-κB, IκBα, IκBβ, TRAF3, and TRAF6 (p < 0.05), and 0.06% quercetin significantly downregulated the mRNA expression of TBK1 and IKKα (p < 0.05). 0.02% quercetin significantly decreased the relative abundance of Escherichia, Staphylococcus (p < 0.05), and Salmonella (p < 0.01), 0.04% quercetin significantly decreased the relative abundance of Staphylococcus (p < 0.05), Escherichia, and Salmonella (p < 0.01), and 0.06% quercetin significantly decreased the relative abundance of Salmonella (p < 0.05) and Staphylococcus (p < 0.01) in the ileum of AA broilers. These findings suggested that dietary quercetin supplementation regulated the mRNA expression of AvBD, TLR, and the TLR signaling pathways and NF-κB signalling pathways, thereby maintaining the microecological balance of the intestinal tract and decreasing the mortality of broilers, and the optimum addition amount of quercetin is 0.04% under the test conditions.Entities:
Keywords: Toll-like receptor; avian beta-defensin; broilers; ileum; quercetin
Year: 2022 PMID: 35281079 PMCID: PMC8906402 DOI: 10.3389/fcell.2022.816771
Source DB: PubMed Journal: Front Cell Dev Biol ISSN: 2296-634X
The experimental design.
| Group | Treatment |
|---|---|
| A (control) | Basal diet |
| B (quercetin 0.02%) | Basal diet+ 0.02% quercetin |
| C (quercetin 0.04%) | Basal diet+ 0.04% quercetin |
| D (quercetin 0.06%) | Basal diet+ 0.04% quercetin |
Composition and nutrient level of basal diets.
| Composition | % (air-dry basis) | |
|---|---|---|
| 1–3 weeks | 4–6 weeks | |
| Ingredients | ||
| Corn | 60.00 | 65.80 |
| Soybean meal | 28.80 | 21.40 |
| Soybean oil | 2.37 | 2.73 |
| Fish meal | 5.89 | 8.00 |
| Methionine | 0.20 | 0.07 |
| Dicalcium phosphate | 0.94 | 0.47 |
| Limestone | 1.05 | 0.98 |
| Sodium chloride | 0.32 | 0.15 |
| Premix | 0.30 | 0.30 |
| Choline | 0.13 | 0.10 |
| Total | 100.00 | 100.00 |
| Nutrient level | ||
| ME (MJ/kg) | 12.54 | 12.96 |
| CP (%) | 21.50 | 20.00 |
| Total lysine (%) | 1.19 | 1.11 |
| Met + Cys (%) | 0.91 | 0.76 |
| Ca (%) | 1.00 | 0.90 |
| Total P (%) | 0.73 | 0.65 |
| Available P (%) | 0.45 | 0.40 |
Provided per kilogram of diet: vitamin A, 10,000 IU; vitamin D3, 1250 IU; vitamin E, 25 IU; vitamin K, 1.0 mg; vitamin B1, 2.5 mg; vitamin B2, 8.0mg; vitamin B6, 4.0 mg; vitamin B12, 0.015 mg; biotin, 0.20 mg; folic acid, 0.8 mg; pantothenic acid, 12 mg; nicotinic acid, 35 mg; Cu (CuSO4·5H2O), 10 mg; I (KI), 0.7 mg; Fe (FeSO4·7H2O), 100 mg; Mn (MnSO4·H2O), 120 mg; Se (NaSeO3), 0.3mg; Zn (ZnO), 100 mg.
Primers of genes related to avian beta-defensins used for mRNA expression.
| Target gene | Primer sequences | GenBank accession |
|---|---|---|
| β-Actin | F:5′-GCACCACACTTTCTACAATGAG-3′ | NM_205518.1 |
| R:5′-ACGACCAGAGGCATACAGG-3′ | ||
| AvBD1 | F:5′-CCCTTCATCCTCCTCCTGGC-3′ | NM_204993.1 |
| R:5′-TGATGAGAGTGAGGGAAGGGC-3′ | ||
| AvBD2 | F:5′-TCCAGGCTTCTCCAGGGTTG-3′ | NM_001201399.1 |
| R:5′-GACACCCTCCAAAGTGGCAG-3′ | ||
| AvBD3 | F:5′-TGCCACTCAGTGCAGAATAAGAGG-3′ | NM_204650.2 |
| R:5′-CGAGAAGCCACGGCGATGTC-3′ | ||
| AvBD4 | F:5′-GGCAGTTCATGGAGCTGTGG-3′ | NM_001001610.2 |
| R:5′-AGAAGGTCCCGCGATATCCA-3′ | ||
| AvBD5 | F:5′-TGCTGTCCTCCTCCTGATGCTC-3′ | NM_001001608.2 |
| R:5′-CGGCAGCAGAAGTCTTCCTTGG-3′ | ||
| AvBD6 | F:5′-TGTTGCAGGTCAGCCCTACT-3′ | NM_001001193.1 |
| R:5′-CCACCTGTTCCTCACACAGC-3′ | ||
| AvBD7 | F:5′-CTTTGTGGTGCTCCAGGGTG-3′ | NM_001001194.1 |
| R:5′-ATGGCCTTCGACAGATCCCT-3′ | ||
| AvBD8 | F:5′-GCGTACCTAACAACGAGGCACAG-3′ | NM_001001781.1 |
| R:5′-AAGGCTCTGGTATGGAGGTGGAAG-3′ | ||
| AvBD9 | F:5′-GCCAAGAAGACGCTGACACCTTAG-3′ | NM_001001611.2 |
| R:5′-TCAACTGAAGGAGCACGGCATG-3′ | ||
| AvBD10 | F:5′-TCGCTGTTCTCCTCTTCCTCTTCC-3′ | NM_001001609.2 |
| R:5′-GCGCCGGAATCTTGGCACAG-3′ | ||
| AvBD11 | F:5′-GGCTCTGCTCCTCTTCCTCCTC-3′ | NM_001001779.1 |
| R:5′-TTCTGACGCCAAGAGCATGTTCC-3′ | ||
| AvBD12 | F:5′-TTCATCTCCCTGCTCGCTCA-3′ | NM_001001607.2 |
| R:5′-AGGTCTTGGTGGGAGTTGGT-3′ | ||
| AvBD13 | F:5′-GCCATCGTTGTCATTCTCCTCCTC-3′ | NM_001001780.1 |
| R:5′-AAGCAGAGCCTCCGGCAGTG-3′ | ||
| AvBD14 | F:5′-CCAGAGTCGGACACTGTCACATG-3′ | NM_001348511.1 |
| R:5′-TTGCCAGTCCATTGTAGCAGGTAC-3′ |
Primers of genes related to the Toll-like receptors signaling pathway used for mRNA expression.
| Target gene | Primer sequences | GenBank accession |
|---|---|---|
| MyD88 | F:5′-AGAAGGTGTCGGAGGATGGTG-3′ | NM_001030962.4 |
| R:5′-GGGCTCCAAATGCTGACTGC-3′ | ||
| TIRAP/MAL | F:5′-CTCATAGCACCACCAGCCACTC-3′ | NM_001024829.1 |
| R:5′-GGGTAATCCTTCCTGTCAATGTCC-3′ | ||
| NF-κB | F:5′-TTGCTGCTGGAGTTGATGTC-3′ | NM_001001472.2 |
| R:5′-TGCTATGTGAAGAGGCGTTG-3′ | ||
| IκBα | F:5′-CTTCCAGAACAACCTCAGCCAGAC-3′ | NM_001001472.2 |
| R:5′-CGCAGCCAGCCTTCAGCAG-3′ | ||
| IκBβ | F:5′-TGATAGCAAGGTGAATGACGCTGTAG-3′ | XM_015300227.1 |
| R:5′-CGGATGAGGTCGCAAGGCAAC-3′ | ||
| IKKα | F:5′-GAGGGGTGGAGGCTTAGATC-3′ | NM_001012904.1 |
| R:5′-ACTTTCCTCGGGATGCAAGA-3′ | ||
| IKKβ | F:5′-TACAGGCAATCCAGACCTTCG-3′ | NM_001031397.1 |
| R:5′-GACTGCCACTAACAGGACCAC-3′ | ||
| IKKε | F:5′-TGGATGGGATGGTGTCTGAAC-3′ | XM_015299066.2 |
| R:5′-TGCGGAACTGCTTGTAGATG-3′ | ||
| TRAM | F:5′-GCCACGGTGTGGATACAAGT-3′ | NM_001317736.1 |
| R:5′-ACATGCAACATCTTCGCCAC-3′ | ||
| TRAF6 | F:5′-GAGTGTCCAAGGCGTCAAGTCTG-3′ | XM_004941548.3 |
| R:5′-GTGTCGTGCCAGTTCATTCCTC-3′ | ||
| TBK1 | F:5′-GGTTTGCCAGAATCGGAGT-3′ | XM_015281552.2 |
| R:5′-TGTAAATACTCCTCTGTGCCGT-3′ | ||
| TAK1 | F:5′-CCAGGAAACGGACAGCAGAG-3′ | NM_001006240.2 |
| R:5′-GGTTGGTCCCGAGGTAGTGA-3′ | ||
| TRIF | F:5′-TCAGCCATTCTCCGTCCTCTTC-3′ | NM_001081506.1 |
| R:5′-GGTCAGCAGAAGGATAAGGAAAGC-3′ | ||
| TRAF3 | F:5′-CAGGATGCCACCTTCTCTCAC-3′ | XM_004936341.3 |
| R:5′-AGGATGGTGTCGTTGAAGGAG-3′ | ||
| IRF3 | F:5′-CGTATCTTCCGCATCCCTTGG-3′ | NM_205372.1 |
| R:5′-TCGTCGTTGCACTTGGAGCG-3′ | ||
| IRF7 | F:5′-GCCACGGTGTGGATACAAGT-3′ | NM_001572.5 |
| R:5′-ACATGCAACATCTTCGCCAC-3′ |
1 MyD88 = myeloid differentiation primary response protein 88; TIRAP/MAL = TIR, domain-containing adaptor protein/MyD88-adaptor-like; NF-κB = nuclear factor-kappa B; IκBα = NF-κB, inhibitor-alpha; IκBβ = NF-κB, inhibitor-beta; IKKα = IκB kinase complex-α; IKK-β = IκB kinase complex-β; IKK-ε = IκB kinase complex-ε; TRAM = TRIF-related adaptor molecule; TRAF6 = TNF-receptor-associated factor 6; TBK1 = tank-binding kinase1; TAK1 = transforming growth factor β-activated kinase 1; TRIF = TIR, domain-containing adaptor inducing IFN-β; TRAF3 = TNF-receptor-associated factor 3; IRF3 = IFN, regulatory factor 3; IRF7 = IFN, regulatory factor 7.
Effect of quercetin on the growth performance of AA broilers.
| Items | Control | Quercetin (%) | ||
|---|---|---|---|---|
| 0.02 | 0.04 | 0.06 | ||
| ADG (g/d) | 59.75 ± 0.35 | 61.11 ± 1.04 | 62.03 ± 1.42 | 60.89 ± 1.06 |
| ADFI (g/d) | 100.08 ± 0.79 | 99.07 ± 0.33 | 100.40 ± 1.68 | 101.03 ± 1.04 |
| FCR | 1.67 ± 0.01 | 1.62 ± 0.02 | 1.62 ± 0.03 | 1.66 ± 0.04 |
Data were statistically analyzed using one-way ANOVA, with Duncan’s test. Values are expressed as means ± S.D., and n = 6 for all groups.
Values with different small superscript letters mean a significant difference (p < 0.05); Values with no letter or same superscript letters mean no significant difference (p > 0.05).
ADG, average daily gain; ADFI, average daily feed intake; FCR, feed-to-gain ratio.
Effect of quercetin on the mortality rate of AA broilers.
| Items | Control | Quercetin (%) |
| F value | ||
|---|---|---|---|---|---|---|
| 0.02 | 0.04 | 0.06 | ||||
| Mortality rate | 4.84 ± 0.05a | 0.69 ± 0.69b | 0.69 ± 0.69b | 1.39 ± 0.88b | 0.01 | 9.06 |
Data were statistically analyzed using one-way ANOVA, with Duncan’s test. Values are expressed as means ± S.D., and n = 6 for all groups.
Values with different small superscript letters mean a significant difference (p < 0.05).
Effect of quercetin on the mRNA expression of beta-defensins in the ileum of AA broilers.
| Items | Control | Quercetin (%) |
| F value | ||
|---|---|---|---|---|---|---|
| 0.02 | 0.04 | 0.06 | ||||
| AvBD1 | 1.31 ± 0.43 | 0.92 ± 0.18 | 1.64 ± 0.20 | 2.01 ± 0.37 | 0.12 | 2.22 |
| AvBD2 | 1.06 ± 0.17 | 1.43 ± 0.24 | 1.32 ± 0.33 | 0.92 ± 0.24 | 0.49 | 0.84 |
| AvBD3 | 1.11 ± 0.20a | 2.07 ± 0.26b | 0.82 ± 0.29a | 0.73 ± 0.11ac | 0.00 | 7.22 |
| AvBD4 | 1.11 ± 0.24a | 2.91 ± 0.44b | 2.15 ± 0.06ab | 2.09 ± 0.59ab | 0.11 | 2.26 |
| AvBD5 | 1.11 ± 0.24a | 0.84 ± 0.17a | 1.26 ± 0.31a | 2.33 ± 0.56b | 0.04 | 3.42 |
| AvBD6 | 1.10 ± 0.22a | 2.15 ± 0.39b | 1.82 ± 0.40ab | 1.29 ± 0.21ab | 0.11 | 2.31 |
| AvBD7 | 1.10 ± 0.22ab | 0.92 ± 0.13b | 2.44 ± 0.37c | 1.33 ± 0.21ab | 0.00 | 7.43 |
| AvBD8 | 1.13 ± 0.24a | 1.79 ± 0.27a | 1.52 ± 0.37ab | 2.20 ± 0.40b | 0.16 | 1.90 |
| AvBD9 | 1.08 ± 0.18a | 0.57 ± 0.07a | 1.69 ± 0.33b | 0.54 ± 0.08a | 0.00 | 7.57 |
| AvBD10 | 1.06 ± 0.16ac | 0.57 ± 0.10a | 2.77 ± 0.26b | 2.27 ± 0.18b | 0.00 | 30.61 |
| AvBD11 | 0.99 ± 0.08a | 1.90 ± 0.29b | 0.63 ± 0.06a | 2.73 ± 0.29c | 0.00 | 20.10 |
| AvBD12 | 1.03 ± 0.10ac | 0.49 ± 0.06b | 0.85 ± 0.13ab | 1.47 ± 0.31c | 0.00 | 5.16 |
| AvBD13 | 1.06 ± 0.16a | 0.55 ± 0.10b | 0.78 ± 0.14ab | 1.92 ± 0.19c | 0.00 | 15.36 |
| AvBD14 | 1.03 ± 0.10 | 0.73 ± 0.09 | 0.77 ± 0.13 | 0.87 ± 0.20 | 0.43 | 0.96 |
| Total AvBD | 15.28 ± 1.17a | 17.83 ± 0.73ab | 20.45 ± 1.95bc | 22.71 ± 2.00c | 0.02 | 4.27 |
Data were statistically analyzed using one-way ANOVA, with Duncan’s test. Values are expressed as means ± S.D., and n = 6 for all groups.
Values with different small superscript letters mean a significant difference (p < 0.05); values with no letter or same superscript letters mean no significant difference (p > 0.05).
Effect of quercetin on the mRNA expression of Toll-like receptors in the ileum of AA broilers.
| Items | Control | Quercetin (%) |
| F value | ||
|---|---|---|---|---|---|---|
| 0.02 | 0.04 | 0.06 | ||||
| TLR1A | 1.03 ± 0.10a | 0.36 ± 0.03b | 0.41 ± 0.04b | 0.38 ± 0.03b | 0.00 | 28.85 |
| TLR1B | 1.01 ± 0.07a | 0.37 ± 0.04b | 0.46 ± 0.04b | 0.33 ± 0.04b | 0.00 | 42.40 |
| TLR2A | 1.01 ± 0.06a | 0.36 ± 0.06b | 0.35 ± 0.03b | 0.31 ± 0.06b | 0.00 | 34.43 |
| TLR2B | 1.02 ± 0.10ab | 0.75 ± 0.09a | 1.24 ± 0.16b | 0.97 ± 0.11a | 0.06 | 2.92 |
| TLR3 | 1.05 ± 0.15a | 0.92 ± 0.08a | 0.97 ± 0.13a | 0.37 ± 0.03c | 0.00 | 8.00 |
| TLR4 | 1.03 ± 0.11a | 0.39 ± 0.03b | 1.92 ± 0.23c | 1.16 ± 0.11a | 0.00 | 20.27 |
| TLR5 | 1.02 ± 0.09 | 1.15 ± 0.10 | 1.41 ± 0.21 | 1.50 ± 0.27 | 0.24 | 1.54 |
| TLR7 | 1.04 ± 0.14b | 1.10 ± 0.08ab | 1.42 ± 0.18a | 1.32 ± 0.09ab | 0.15 | 2.00 |
| TLR15 | 1.02 ± 0.09ab | 0.83 ± 0.05a | 1.23 ± 0.11b | 1.13 ± 0.11b | 0.03 | 3.52 |
| TLR21 | 1.04 ± 0.12a | 0.44 ± 0.03b | 1.48 ± 0.31a | 1.02 ± 0.17a | 0.01 | 5.15 |
| Total TLR | 10.26 ± 0.35a | 6.67 ± 0.32b | 10.89 ± 0.31a | 9.07 ± 0.38c | 0.00 | 33.50 |
. Data were statistically analyzed using one-way ANOVA, with Duncan’s test. Values are expressed as means ± S.D., and n = 6 for all groups.
Values with different small superscript letters mean a significant difference (p < 0.05); values with no letter or same superscript letters mean no significant difference (p > 0.05).
Effect of quercetin on the mRNA expression of genes related to the Toll-like receptor signaling pathway in the ileum of AA broilers.
| Items | Control | Quercetin (%) |
| F value | ||
|---|---|---|---|---|---|---|
| 0.02 | 0.04 | 0.06 | ||||
| MyD88 | 1.01 ± 0.06a | 0.35 ± 0.06b | 0.64 ± 0.07c | 0.41 ± 0.10b | 0.00 | 15.98 |
| TIRAP/MAL | 1.03 ± 0.12a | 0.44 ± 0.05b | 0.20 ± 0.04c | 0.28 ± 0.05bc | 0.00 | 25.75 |
| NF-κB | 1.01 ± 0.06a | 0.50 ± 0.05b | 0.57 ± 0.11b | 1.36 ± 0.25a | 0.00 | 8.05 |
| IκBα | 1.04 ± 0.13a | 0.58 ± 0.14b | 0.52 ± 0.09b | 0.77 ± 0.17ab | 0.05 | 3.03 |
| IκBβ | 1.06 ± 0.16a | 0.62 ± 0.06b | 0.56 ± 0.06b | 0.98 ± 0.08a | 0.00 | 6.58 |
| IKKα | 1.05 ± 0.17a | 0.53 ± 0.14b | 0.91 ± 0.15ab | 0.54 ± 0.10b | 0.03 | 3.63 |
| IKKβ | 1.01 ± 0.06a | 0.47 ± 0.04b | 0.38 ± 0.04b | 1.14 ± 0.19a | 0.00 | 13.15 |
| IKKε | 1.01 ± 0.04a | 0.48 ± 0.03bc | 0.42 ± 0.06b | 0.85 ± 0.27ac | 0.02 | 4.17 |
| TRAM | 1.04 ± 0.13 | 1.26 ± 0.11 | 1.35 ± 0.08 | 1.30 ± 0.18 | 0.38 | 1.09 |
| TRAF6 | 1.01 ± 0.07a | 2.15 ± 0.37ab | 3.50 ± 0.88b | 0.78 ± 0.15a | 0.00 | 6.67 |
| TBK1 | 1.01 ± 0.06a | 0.30 ± 0.04b | 1.08 ± 0.10a | 0.27 ± 0.03b | 0.00 | 49.08 |
| TAK1 | 1.01 ± 0.07a | 1.74 ± 0.27ab | 1.68 ± 0.26ab | 1.79 ± 0.30b | 0.61 | 0.62 |
| TRIF | 1.06 ± 0.17 | 1.39 ± 0.10 | 1.19 ± 0.09 | 1.15 ± 0.08 | 0.27 | 1.42 |
| TRAF3 | 1.03 ± 0.11a | 0.69 ± 0.14b | 0.27 ± 0.05c | 1.29 ± 0.09a | 0.00 | 18.72 |
| IRF3 | 1.04 ± 0.12 | 0.67 ± 0.06 | 0.75 ± 0.19 | 0.68 ± 0.14 | 0.20 | 1.68 |
| IRF7 | 1.04 ± 0.13a | 0.68 ± 0.25b | 0.69 ± 0.08a | 0.84 ± 0.06a | 0.00 | 8.26 |
Data were statistically analyzed using a one-way ANOVA, with Duncan’s test. Values are expressed as means ± S.D., and n = 6 for all groups.
Values with different small superscript letters mean a significant difference (p < 0.05); values with no letter or same superscript letters mean no significant difference (p > 0.05).
FIGURE 1Effect of quercetin on microbial diversity in the ileum of AA broilers, NC (normal control broilers) and quercetin (0.02%, 0.04, and 0.06%) groups. Data were statistically analyzed using one-way ANOVA with Duncan’s test. Values are expressed as means ± S.D., and n = 1 for all groups. Values not marked mean no significant difference was seen (p > 0.05).
FIGURE 2Effect of quercetin on microbial relative abundance in the ileum of AA broilers at the genus level, NC (normal control broilers) and quercetin (0.02%, 0.04, and 0.06%) groups. (A) Effect of quercetin on Salmonella relative abundance in the ileum of AA broilers at the genus level; (B) Effect of quercetin on Escherichia relative abundance in the ileum of AA broilers at the genus level; (C) Effect of quercetin on Staphylococcus relative abundance in the ileum of AA broilers at the genus level. Data were statistically analyzed using one-way ANOVA with Duncan’s test. Values are expressed as means ± S.D., and n = 1 for all groups. *p < 0.05 and **p < 0.01.
FIGURE 3Effect of quercetin on microbial relative abundance in the ileum of AA broilers at the family level, NC (normal control broilers) and quercetin (0.02%, 0.04, and 0.06%) groups. (A) Effect of quercetin on Enterobacteriaceae relative abundance in the ileum of AA broilers at the family level; (B) Effect of quercetin on Lachnospiraceae relative abundance in the ileum of AA broilers at the family level; (C) Effect of quercetin on Coriobacteriaceae relative abundance in the ileum of AA broilers at the family level; (D) Effect of quercetin on Desulfovibrionaceae relative abundance in the ileum of AA broilers at the family level. Data were statistically analyzed using one-way ANOVA with Duncan’s test. Values are expressed as means ± S.D., and n = 1 for all groups. *p < 0.05 and **p < 0.01.
Optimal quercetin level in AA broilers on the fitting curve.
| Dependent variable | Regression equation | Coefficient |
| Optimal level of quercetin% |
|---|---|---|---|---|
| Mortality rate | y = 1836.50x2−162.17x+3.91 | 0.37 | 0.01 | 0.044 |
| Total AvBD | y = −116.77x2+108.32x+15.26 | 0.39 | 0.02 | 0.119 |
| Total TLR | y = −46.80x2+11.22x+0.81 | 0.12 | 0.00 | 0.463 |
| MyD88 | y = 172.38x2−18.974x+0.9358 | 0.42 | 0.00 | 0.055 |
| NF-κB | y = 520.22x2−34.501x+1.0146 | 0.55 | 0.00 | 0.042 |
|
| y = 0.21x2−0.01x+7e−5 | 0.94 | 0.00 | 0.025 |
|
| y = 2.24x2−0.19x+3.6e−3 | 0.99 | 0.00 | 0.040 |
|
| y = 24.875x2−2.5555x+0.0585 | 0.94 | 0.00 | 0.005 |
FIGURE 4The potential mechanism of quercetin on the morality rate of broilers.
Primers of genes related to Toll-like receptors used for mRNA expression.
| Target gene | Primer sequences | GenBank accession |
|---|---|---|
| β-Actin | F:5′-GCACCACACTTTCTACAATGAG-3′ | NM_205518.1 |
| R:5′-ACGACCAGAGGCATACAGG-3′ | ||
| TLR1LA | F:5′-TTACTGCCAATTGCTTGCAC-3′ | NM_001007488.4 |
| R:5′-GGTTAGGAAGACCGTGTCCA-3′ | ||
| TLR1LB | F:5′-CCCGTTCAAGTGTTCATGTG-3′ | NM_001081709.3 |
| R:5′-GTTCCGCTCAAGTCTTCTGG-3′ | ||
| TLR2A | F:5′-ACATGTGTGAATGGCCTGAA-3′ | NM_204278.1 |
| R:5′-TTGAGAAATGGCAGTTGCAG-3′ | ||
| TLR2B | F:5′-TTCGCTCCAACACCTTCG-3′ | NM_001161650.1 |
| R:5′-CTGATGACTGCTGAAATACG-3′ | ||
| TLR3 | F:5′-AGACACAGCAATTCAGAAC-3′ | NM_001011691.3 |
| R:5′-TTAATGATGTTATTATCCTCCAAG-3′ | ||
| TLR4 | F:5′-CCATCCACTCAGACAACCTTTCCA-3′ | NM_001030693.1 |
| R:5′-AGTAAACGCAGCAGACGCG-3′ | ||
| TLR5 | F:5′-CACTGCTGGAGGATTTGTTCTTG-3′ | NM_001024586.1 |
| R:5′-ACAGACGGAGTATGGTCAAACG-3′ | ||
| TLR7 | F:5′-GATGCAGTGTGGTTTGTTGG-3′ | NM_001011688.2 |
| R:5′-AACCAAGCTCCTCCCTTTGT-3′ | ||
| TLR15 | F:5′-TCTTCTGGTATCTGGTCTTGC-3′ | NM_001037835.1 |
| R:5′-CCTGGATTGGGTGGATCTTC-3′ | ||
| TLR21 | F:5′-AGCTGGAGCTGTTGGACCTA-3′ | NM_001030558.1 |
| R:5′-TTCACGTGCCATAGCATCTC-3′ |