| Literature DB >> 33014279 |
Mi Wang1, Yanjun Mao1, Bo Wang1, Shanshan Wang1, Han Lu1, Linlin Ying1, Yao Li1.
Abstract
This study is aimed at evaluating the regulatory mechanism of quercetin on lipid metabolism in the ileum of broilers to better understand these pathways decreasing abdominal fat. 480 chickens were randomly divided into 4 groups (control, 0.02% quercetin, 0.04% quercetin, and 0.06% quercetin). Breast muscle, thigh muscle, and abdominal fat pad were removed and weighed at 42 d of age. Serum was obtained by centrifuging blood samples from the jugular vein (10 ml) to determine high-density lipoprotein (HDL), total cholesterol (TC), low-density lipoprotein (LDL), triglyceride (TG), leptin, and adiponectin using ELISA. About 5 g of the ileum was harvested and immediately frozen in liquid nitrogen for RNA-seq. Then, the confirmation of RNA-seq results by the Real-Time Quantitative PCR (RT-qPCR) method was evaluated using Pearson's correlation. Compared with control, abdominal fat percentage was significantly decreased with increasing quercetin supplementation, and the best result was obtained at 0.06% dietary quercetin supplementation (P < 0.01). Breast muscle percentage was significantly decreased at 0.02% quercetin (P < 0.01), and thigh muscle percentage tended to increase (P = 0.078). Meanwhile, 0.04% and 0.06% quercetin significantly decreased TG (P < 0.01), TC (P < 0.01), and LDL content (P < 0.05) in serum. Serum leptin and adiponectin contents were significantly increased by 0.04% and 0.06% dietary quercetin supplementation, compared with the control (P < 0.01). Analyses of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) database were used to identify differently expressed genes and lipid metabolism pathways. Quercetin decreased abdominal fat percentage through regulating fat digestion and absorption, glycerophospholipid metabolism, AMPK signaling pathway, fatty acid degradation, and cholesterol metabolism.Entities:
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Year: 2020 PMID: 33014279 PMCID: PMC7520004 DOI: 10.1155/2020/8686248
Source DB: PubMed Journal: Oxid Med Cell Longev ISSN: 1942-0994 Impact factor: 6.543
Analysis composition of basal diets and nutrient level (air-dry basis, %).
| Item | Content (1 to 3 week) | Content (4 to 6 week) |
|---|---|---|
| Ingredient | ||
| Corn | 57.50 | 62.30 |
| Soybean meal | 34.50 | 30.00 |
| Vegetable oil | 3.00 | 3.00 |
| Fish meal | 1.00 | 1.00 |
| Methionine | 0.20 | 0.20 |
| Dicalcium phosphate | 1.62 | 1.67 |
| Limestone | 1.55 | 1.20 |
| Sodium chloride | 0.30 | 0.30 |
| Multivitamin premix1 | 0.03 | 0.03 |
| Mineral premix1 | 0.20 | 0.20 |
| Choline | 0.10 | 0.10 |
| Total | 100.00 | 100.00 |
| Nutrient2 | ||
| Metabolizable energy (ME) (MJ/kg) | 12.33 | 12.50 |
| CP | 21.75 | 19.72 |
| Total lysine (%) | 1.18 | 1.04 |
| Methionine (%) | 0.91 | 0.86 |
| Ca | 1.07 | 0.96 |
| Total P | 0.70 | 0.68 |
| Available P | 0.46 | 0.45 |
1Amount provided per kilogram of diet: vitamin A = 1,500 IU; vitamin D3 = 3,200 IU; vitamin E = 10 IU; vitamin K = 0.5 mg; vitamin B1 = 1.8 mg; vitamin B2 = 3.6 mg; vitamin B6 = 3.5 mg; vitamin B12 = 0.01 mg; biotin = 0.15 mg; folic acid = 0.55 mg; niacin = 30 mg; pantothenic acid = 10 mg; Cu (CuSO4·5H2O) = 8 mg; I (KI) = 0.35 mg; Fe (FeSO4·7H2O) = 80 mg; Mn (MnSO4·H2O) = 60 mg; Se (NaSeO3) = 0.15 mg; Zn (ZnO) = 40 mg. 2Based on composition of ingredients provided by NY/T33-2004.
Parameters of primer pairs for the genes.
| Gene | Primer sequence | GenBank accession |
|---|---|---|
| MTTP | F: 5′-GCTGGTAATGCTGAGGTGGATTCC-3′ | NM_001109784.2 |
| R: 5′-AGGAGAGCCAACTCTGTCCATCTG-3′ | ||
|
| ||
| APOA1 | F: 5′-CCTTCTGGCAGCACGATGAGC-3′ | XM_015297971.2 |
| R: 5′-CAGCGTGTCCAGGTTGTCAGC-3′ | ||
|
| ||
| CD36 | F: 5′-ACCAGACCAGTAAGACCGTGAAGG-3′ | NM_001030731.1 |
| R: 5′-ATGTCTAGGACTCCAGCCAGTGTG-3′ | ||
|
| ||
| STRADA | F: 5′-ACACCACCACAATTCCTGCTGATG-3′ | XM_025143971.1 |
| R: 5′-TGACTCTCCGTTGGCTGCTCTC-3′ | ||
|
| ||
| APOA4 | F: 5′-GACAACGCCGACAGCATCCAG-3′ | NM_204938.2 |
| R: 5′-TCCACGCTCTGTGCCACCTG-3′ | ||
| APOB | F: 5′-AGGTGGTGGTGAAGAGGTGGAGAG-3′ | NM_001044633.1 |
| R: 5′-GAGCAGCAAGAGCCGCACAG-3′ | ||
|
| ||
| CYP3A5 | F: 5′-AGCCTGCGGTTGTTGTCATGG-3′ | NM_001001751.2 |
| R: 5′-CTGCGGTTGGTGAAGGTGGAG-3′ | ||
|
| ||
| LOC107080643 | F: 5′-ATCCTCTGCGTCGCTCTCCATC-3′ | NM_001318851.1 |
| R: 5′-TACACTCGCGTCCACCGTCAG-3′ | ||
|
| ||
| ACSL5 | F: 5′-GGTTCACAAGGAGAGTGCAGGAAG-3′ | NM_001031237.1 |
| R: 5′-TCTGAGGCTAGGAGCAGGAAGTTC-3′ | ||
|
| ||
| ADH1C | F: 5′-TTGCCACAACTACGGAGTCAG-3′ | NM_001305183.1 |
| R: 5′-CCAGGTGCGACCACTGAAGATAAG-3′ | ||
|
| ||
| SELENOI | F: 5′-GCCTCTGAACTGGATGCTGCTG-3′ | NM_001031528.3 |
| R: 5′-TGGCTCACCACGACCACTCC-3′ | ||
|
| ||
| PPAR | F: 5′-TGCTGTGGAGATCGTCCTGGTC-3′ | XM_015289959.2 |
| R: 5′-CTGTGACAAGTTGCCGGAGGTC-3′ | ||
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| ||
|
| F: 5′-TGCGTGACATCAAGGAGAAG-3′ | L08165 |
| R: 5′-TGCCAGGGTACATTGTGGTA-3′ | ||
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| ||
| 18sRNA | F: 5′-TAGATAACCTCGAGCCGATCGCA-3′ | AF 173612 |
| R: 5′-GACTTGCCCTCCAATGGATCC TC-3′ | ||
Effect of quercetin on carcass characteristic in broilers.
| Items | Control | 0.02% quercetin | 0.04% quercetin | 0.06% quercetin |
|
|---|---|---|---|---|---|
| Breast muscle (%) | 29.65 ± 0.84A | 27.11 ± 0.51B | 29.28 ± 0.57AB | 30.58 ± 0.4A | 0.001 |
| Thigh muscle (%) | 19.56 ± 0.5 | 21.58 ± 0.43 | 20.57 ± 0.6 | 21.00 ± 0.63 | 0.078 |
| Abdominal fat (%) | 1.68 ± 0.08A | 1.65 ± 0.07A | 1.49 ± 0.04AB | 1.36 ± 0.06B | 0.004 |
Note: in the same row, values with different small letter superscripts mean significant difference (P < 0.05); values with different capital letter superscripts mean significant difference (P < 0.01); Values with no letter or the same letter superscripts mean no significant difference (P < 0.05). Values are expressed as mean ± SEM, and n = 6 for all groups.
Effect of quercetin on serum biochemical parameters in broilers.
| Items | Control | 0.02% quercetin | 0.04% quercetin | 0.06% quercetin |
|
|---|---|---|---|---|---|
| TG (mg/dl) | 0.68 ± 0.03A | 0.60 ± 0.03AB | 0.54 ± 0.03BC | 0.50 ± 0.03C | 0.003 |
| LDL (mg/dl) | 14.5 ± 1.03a | 12.4 ± 1.39ab | 9.65 ± 1.05b | 9.56 ± 0.99b | 0.014 |
| HDL (mg/dl) | 1.76 ± 0.16 | 1.69 ± 0.18 | 2.08 ± 0.16 | 1.99 ± 0.15 | 0.298 |
| TC (mg/dl) | 4.51 ± 0.19A | 3.76 ± 0.31AB | 3.33 ± 0.25B | 3.36 ± 0.73B | 0.008 |
| Leptin (ng/ml) | 12.47 ± 0.20A | 10.47 ± 0.19B | 14.23 ± 0.26aC | 15.01 ± 0.20bC | 0.000 |
| Adiponectin (mg/ml) | 95.44 ± 4.37A | 94.55 ± 1.68A | 109.48 ± 4.47B | 111.02 ± 3.99B | 0.004 |
Note: in the same row, values with different small letter superscripts mean significant difference (P < 0.05); Values with different capital letter superscripts mean significant difference (P < 0.01); Values with no letter or the same letter superscripts mean no significant difference (P > 0.05). Values are expressed as mean ± SEM, and n = 6 for all groups.
Summary statistics for sequence quality and alignment information of 12 samples from ileal mucosa.
| Groups | Control | 0.02% quercetin | 0.04% quercetin | 0.06% quercetin |
|---|---|---|---|---|
| Clean reads | 36,504,566 | 35,926,566 | 36,864,268 | 36,359,240 |
| Q20 (%) | 97.94 | 97.97 | 98.12 | 98.00 |
| Q30 (%) | 93.85 | 93.89 | 94.03 | 93.95 |
| Total mapped reads | 29,186,694 | 28,367,936 | 29,334,130 | 29,185,088 |
| Uniquely mapped reads | 22,698,908 | 22,040,620 | 23,043,483 | 22,925,773 |
| Multiple mapped reads | 6,487,786 | 6,327,316 | 6,290,646 | 6,259,315 |
| Total mapping ratio (%) | 79.96 | 78.96 | 79.55 | 80.26 |
| Uniquely mapping ratio (%) | 62.19 | 61.35 | 62.49 | 63.05 |
1Uniquely mapped reads = reads that matched only one position in the genome. 2Mapping ratio = mapped reads/clean reads. 3Unique mapping ratio = mapped unique reads/clean reads. 4n = 3 for all groups.
Figure 1Comparison of differentially expressed genes between control and quercetin (0.02%, 0.04%, and 0.06%). Scatter plot shows the correlation of gene abundance. Red points represent genes upregulated by at least twofold at FDR < 0.05, blue points represent genes downregulated at the same thresholds, and grey dots indicate transcripts that did not change significantly. Group1_H, Group2_H, and Group3_H mean 0.02% quercetin, 0.04% quercetin, and 0.06% quercetin, respectively.
The upregulated and downregulated genes compared with control.
| Gene ID | Gene name | Log2FC |
|
| Type |
|---|---|---|---|---|---|
| Downregulated genes | |||||
| 0.02% quercetin/control | |||||
| NM_001031482.2 | H3F3C | -10.898 | 3.40 | 2.41 | H3F3C: H3 histone, family 3C |
| XM_025145484.1 | KMT2D | -10.7913 | 1.16 | 8.94 | KMT2D: histone-lysine methyltransferase 2D |
| XM_025148752.1 | PNISR | -10.5709 | 2.55 | 2.28 | PNISR: PNN-interacting serine- and arginine-rich protein |
| XM_004939689.3 | TNFRSF11A | -10.5566 | 1.92 | 1.73 | TNFRSF11A: TNF receptor superfamily member 11a |
| 0.04% quercetin/control | |||||
| XM_015282677.2 | LOC107052719 | -13.92476 | 0 | 0 | Uncharacterized LOC107052719 |
| NM_001031482.2 | H3F3C | -10.9586 | 5.51 | 7.24 | H3 histone, family 3C |
| XM_025145484.1 | KMT2D | -10.8519 | 2.22 | 3.15 | Lysine methyltransferase 2D |
| XM_025148752.1 | PNISR | -10.6903 | 7.98 | 1.34 | PNN-interacting serine- and arginine-rich protein |
| XM_004939689.3 | TNFRSF11A | -10.6172 | 5.08 | 8.47 | TNF receptor superfamily member 11a |
| 0.06% quercetin/control | |||||
| XM_015282677.2 | LOC107052719 | -13.9034 | 0 | 0 | Uncharacterized LOC107052719 |
| NM_001031482.2 | H3F3C | -10.9373 | 3.19 | 2.53 | H3 histone, family 3C |
| Upregulated genes | |||||
| 0.02% quercetin/control | |||||
| XM_015289550.2 | IDH1 | 13.64523 | 5.78 | 3.61 | Isocitrate dehydrogenase (NADP (+)) 1, cytosolic |
| XM_025147445.1 | CD36 | 12.3756 | 2.82 | 8.11 | CD36 molecule |
| XM_003640519.4 | SON | 13.03347 | 0 | 0 | SON DNA-binding protein |
| XM_015288195.2 | PSAP | 11.55249 | 2.69 | 1.34 | Prosaposin |
| XM_004946661.2 | NCOR1 | 11.06195 | 1.02 | 6.73 | Nuclear receptor corepressor 1 |
| 0.04% quercetin/control | |||||
| XM_015288195.2 | IDH1 | 12.66957 | 7.90 | 1.61 | Isocitrate dehydrogenase (NADP (+)) 1, cytosolic |
| XM_015288195.2 | PSAP | 13.97177 | 0 | 0 | Prosaposin |
| XM_003640519.4 | SON | 12.38731 | 2.36 | 1.18 | SON DNA-binding protein |
| 0.06% quercetin/control | |||||
| XM_025147445.1 | CD36 | 10.91717 | 6.73 | 5.43 | CD36 molecule |
| XM_004946661.2 | NCOR1 | 10.70961 | 1.18 | 1.11 | Nuclear receptor corepressor 1 |
| XM_004946661.2 | NCOR1 | 11.06195 | 1.02 | 6.73 | Nuclear receptor corepressor 1 |
1 q value: the corrected P value. The smaller the q value, the more significant the difference in gene expression. 2P value: significant statistical value. 3Log2fold change(sample 2/sample 1): differential expression multiple between samples (groups) after log2 conversion.
Figure 2GO analyses of differentially expressed genes in control and quercetin (0.02%, 0.04%, and 0.06%).
Important lipid metabolic pathways.
| Pathway ID | Pathway definition |
| All genes | ||
|---|---|---|---|---|---|
| Control/0.02% quercetin | Control/0.04% quercetin | Control/0.06% quercetin | |||
| Ko04975 | Fat digestion and absorption | 8.137809 | 0.05434665 | 0.004701606 | 115 |
| Ko00564 | Glycerophospholipid metabolism | 0.01281478 | 0.0535793 | 0.009868102 | 105 |
| Ko04152 | AMPK signaling pathway | 0.001574863 | 1.896442 | 0.09219744 | 505 |
| Ko04979 | Cholesterol metabolism | 0.001932857 | 0.008406933 | 0.08742154 | 217 |
| Ko00071 | Fatty acid degradation | 0.06928025 | 0.06733572 | 0.03222657 | 117 |
| Ko00140 | Steroid hormone biosynthesis | 0.003068663 | 0.09103691 | 0.1157436 | 188 |
| Ko04931 | Insulin resistance | 0.0307667 | 0.03297987 | 0.5826344 | 477 |
| Ko00120 | Primary bile acid biosynthesis | 0.3000608 | 0.9761336 | 0.1666659 | 42 |
| Ko00561 | Glycerolipid metabolism | 0.22205 | 0.4289608 | 0.3153083 | 457 |
| Ko04910 | Insulin signaling pathway | 0.2856451 | 0.541523 | 0.6822437 | 702 |
| Ko04923 | Regulation of lipolysis in adipocytes | 0.3564451 | 0.1735033 | 0.7989723 | 177 |
| Ko00591 | Linoleic acid metabolism | 0.3872519 | 0.746023 | 0.4859596 | 112 |
| Ko00592 | Alpha-linolenic acid metabolism | 0.4011347 | 0.620726 | 0.28578 | 96 |
| Ko00590 | Arachidonic acid metabolism | 0.4455902 | 0.2346687 | 0.1989776 | 178 |
| Ko03320 | PPAR signaling pathway | 0.5193936 | 0.719966 | 0.9634836 | 501 |
| Ko00061 | Fatty acid biosynthesis | 0.6108374 | 0.04648987 | 0.5227091 | 72 |
| Ko00073 | Cutin, suberine, and wax biosynthesis | 0.6533068 | 0.1904358 | 0.7331227 | 25 |
| Ko00785 | Lipoic acid metabolism | 0.6816958 | 0.4859596 | 6 | |
| Ko01040 | Biosynthesis of unsaturated fatty acids | 0.7195848 | 0.3515127 | 0.759634 | 84 |
| Ko00072 | Synthesis and degradation of ketone bodies | 0.7962817 | 0.2089213 | 0.2889255 | 57 |
| Ko00062 | Fatty acid elongation | 0.798622 | 0.1710817 | 0.9398205 | 83 |
| Ko04151 | PI3K/AKT signaling pathway | 0.9998879 | 0.6963632 | 0.8758061 | 1862 |
| Ko04024 | cAMP signaling pathway | 0.9999875 | 0.9999477 | 0.9999958 | 993 |
| Ko04920 | Adipocytokine signaling pathway | 0.70824614 | 0.07274647 | 0.2555452 | 278 |
| Ko00565 | Ether lipid metabolism | 0.09687652 | 0.08454478 | 0.04087001 | 183 |
| Ko01100 | Metabolic pathways | 0.02313553 | 0.1280044 | 0.044613536 | 5281 |
| Ko00062 | Fatty acid elongation | 0.798622 | 0.1710817 | 0.9398205 | 83 |
| Ko00603 | Glycosphingolipid biosynthesis—globo and isoglobo series | 0.1741715 | 0.1247949 | 0.4047945 | 506 |
| Ko04911 | Insulin secretion | 0.999995 | 1 | 0.9999993 | 549 |
| Ko00600 | Sphingolipid metabolism | 0.4227905 | 0.1776699 | 0.5005832 | 165 |
| Ko00604 | Glycosphingolipid biosynthesis—ganglio series | 0.4087944 | 0.1547651 | 0.449979 | 74 |
| Ko04976 | Bile secretion | 0.001000504 | 0.3618376 | 0.4639476 | 230 |
| Ko01212 | Fatty acid metabolism | 0.45523 | 0.0157721 | 0.4646036 | 173 |
1 P value: significant statistical value.
Summary of DEGs involved in lipid accumulation.
| Gene ID | Gene name | Log2FC | Type | ||
|---|---|---|---|---|---|
| 0.02% quercetin/control | 0.04% quercetin/control | 0.06% quercetin/control | |||
| NM_001109784.2 | MTTP | 2.01 | 2.16 | 1.61 | Fat digestion and absorption |
| XM_015297971.2 | APOA1 | 2.1 | 1.37 | 1.95 | Fat digestion and absorption |
| XM_421584.6 | PLA2G12B | 1.63 | 1.02 | 1.2 | Fat digestion and absorption |
| XM_419457.6 | ABCG5 | 1.12 | 0.82 | 0.8 | Fat digestion and absorption |
| XM_419458.6 | ABCG8 | 1.56 | 0.53 | 1.34 | Fat digestion and absorption |
| NM_001031528.3 | SELENOI | 1.21 | 0.92 | 0.73 | Glycerophospholipid metabolism |
| XM_015291712.1 | PLD1 | 6.86 | 5.66 | 7.22 | Glycerophospholipid metabolism |
| XM_416516.5 | LPCAT3 | 1.38 | 1.15 | 1.34 | Glycerophospholipid metabolism |
| NM_001030731.1 | CD36 | 12.38 | 9.72 | 10.92 | AMPK signaling pathway |
| XM_025143971.1 | STRADA | -2.41 | -2.29 | -1.55 | AMPK signaling pathway |
| XM_015290312.2 | PRKAB2 | 8.1 | 6.67 | 6.91 | AMPK signaling pathway |
| XM_015294450.2 | TSC2 | -8.23 | -8.29 | -8.27 | AMPK signaling pathway |
| XM_004937312.3 | PIK3R1 | -5.93 | -5.99 | -5.97 | AMPK signaling pathway |
| NM_204938.2 | APOA4 | 3.42 | 2.94 | 3.48 | Cholesterol metabolism |
| NM_001044633.1 | APOB | 1.53 | 1.34 | 0.93 | Cholesterol metabolism |
| NM_001302127.1 | APOC3 | 3.29 | 3.15 | 3.55 | Cholesterol metabolism |
| XM_015275626.1 | SCARB1 | 8.06 | 6.02 | 6.62 | Cholesterol metabolism |
| NM_001001751.2 | CYP3A5 | 1.02 | 0.7 | 0.88 | Steroid hormone biosynthesis |
| NM_001318851.1 | LOC107080643 | 1.71 | 1.46 | 1.71 | Steroid hormone biosynthesis |
| XM_025146627.1 | STS | 3.64 | 3.64 | 3.8 | Steroid hormone biosynthesis |
| XM_015278614.2 | ACSL4 | 8.67 | 9.35 | 6.45 | Fatty acid degradation |
| XM_0152777033.2 | ACSL3 | 3.59 | 3.99 | 2.67 | Fatty acid degradation |
| NM_001031237.1 | ACSL5 | 1.17 | 0.68 | 0.96 | Fatty acid degradation |
| NM_001305183.1 | ADH1C | 2.1 | 1.2 | 3.94 | Fatty acid degradation |
| XM_015286797.2 | CPT1A | 7.63 | 7.63 | 8.6 | Fatty acid degradation |
1Log2fold change(sample 2/sample 1): differential expression multiple between samples (groups) after log2 conversion.
Figure 3Correlations of mRNA expression level of 12 random DEGs between high and low polyunsaturated fatty acid percentages using RNA-seq and RT-qPCR. Note. The x- and y-axes correspond to the log2(ratio of quercetin/control) measured by RNA-seq and RT-qPCR, respectively. Values are mean ± SEM (n = 6). 0.02%Q, 0.04%Q, and 0.06%Q mean 0.02% quercetin, 0.04% quercetin, and 0.06% quercetin, respectively.
Figure 4Effects of quercetin on content and mRNA expression of enzymes associated with lipid metabolism in ileal mucosa. Note. (1) The results of relative quantification are expressed as 2−ΔΔCT. The quantification of control is 1, namely 2−ΔΔCT = 1. The value 2−ΔΔCT of the treatment group is a multiple of control. n = 6. (2) Mean values without a common letter are significantly different, P < 0.05. Values are mean ± SEM (n = 6). 0.02%Q, 0.04%Q, and 0.06%Q mean 0.02% quercetin, 0.04% quercetin, and 0.06% quercetin, respectively.