Huansheng Yangabcd,
Xia Xiongac and
Yulong Yin*abc
aChinese Academy of Science, Institute of Subtropical Agriculture, Research Center of Healthy Breeding Livestock & Poultry, Human Engineering & Research Center of Animal & Poultry Science, Key Lab Agroecology Processing Subtropical Region, Scientific Observational and Experimental Station of Animal Nutrition and Feed Science in South-Central, Ministry of Agriculture, Changsha, Hunan 410125, China. E-mail: yinyulong@isa.ac.cn; xx@isa.ac.cn
bSchool of Life Sciences, Hunan Normal University, Changsha, China
cNational Research Center of Engineering Technology for Utilization of Botanical Functional Ingredients from Botanicals, Provincial Co-Innovation Center for Utilization of Botanical Function Ingredients, Hunan Agricultural University, Changsha, China
dFujian Aonong Bio-Technology Co., Ltd., Xiamen, China
First published on 11th March 2016
Epithelial cells along the crypt–villus axis (CVA) undergo continual renewal through highly coordinated proliferation, differentiation, and apoptosis; however, the changes in metabolism during maturation along the CVA are still unclear. The present study investigates the global metabolite changes in intestinal epithelial cells during maturation along the CVA. Eight 21 day-old suckling piglets were used. Intestinal epithelial cells were isolated sequentially from the villus top to the bottom of the crypt with 6 fractions (F1 to F6), and GC-MS was used to identify the metabolites, whose levels changed. Three hundred metabolites were identified. PLS-DA and OPLS-DA analyses showed that the metabolism of intestinal epithelial cells gradually changed during maturation along the CVA. These analyses were also run to distinguish between two fractions of cells, and yielded good separation of F1 and F3, F1 and F4, F1 and F5, and F1 and F6 cells. Significant differences were found in the metabolism of fatty acids, amino acids, glucose, and other metabolites between villus cells and crypt cells. These results reveal a global change in cellular metabolism during maturation along the CVA, and provide basal information for understanding the mechanism involved for specific nutrients in regulating epithelial cell renewal and identifying nutrients to regulate mucosal morphology and functions.
Clarification of cellular metabolic alterations in epithelial cells during maturation along CVA is essential to understanding the regulation of mucosal development and function.1 However, studies designed to test the changes in the metabolism of epithelial cells during maturation have been largely conducted using cell culture models, which cannot be used to test the effects of diet, weaning stress, and genetic programming on epithelial cell maturation, and intestinal mucosal renewal along CVA remains poorly understood.6 Moreover, the limited studies conducted to explore the metabolic alterations in epithelial cells during maturation along CVA were largely conducted using adult rodent models, while the epithelial cells lining the adult intestinal mucosa are different from those of neonate, and intestinal development programming in rodents is considerably different from those in man.7–10 The intestinal system of pigs is closely comparable with that of humans, and is therefore considered as an ideal model to investigate intestinal development and function.10 Metabolomics, which determines cellular status by testing biomolecules and metabolites, has recently emerged as a complementary technology to genomic and proteomic approaches.11,12 The status of the metabolome cumulatively reflects the status of cellular gene expression, protein expression, and environment.11,12 Therefore, the present study was conducted to explore the changes in epithelial cell metabolism during maturation along CVA in piglets using metabolomics.
The PLS-DA was run to discriminate F1 and F3, and the values of R2 (0.885) and Q2 (0.336) suggested a separation of these two groups (Fig. 3A). OPLS-DA analysis discriminated F1 from F3 by giving very good description of data (R2 = 0.965) and good predictability of data (Q2 = 0.706; Fig. 4A). The loading plots of the first principal components indicated that deoxycholic acid, lyxose, and tetracosanoic acid are the main metabolites marking the difference between F1 and F3 (Table 1).
Fig. 3 Differences between F1 epithelial cells and other cell fractions. PLS-DA analysis score plots of F1 vs. F3 (A), F1 vs. F4 (B), F1 vs. F5 (C), and F1 vs. F6 (D). |
Fig. 4 Differences between F1 epithelial cells and other cell fractions. OPLS-DA analysis score plots of F1 vs. F3 (A), F1 vs. F4 (B), F1 vs. F5 (C), and F1 vs. F6 (D). |
Assignments | F2 vs. F1 | F3 vs. F1 | F4 vs. F1 | F5 vs. F1 | F6 vs. F1 |
---|---|---|---|---|---|
a Differential metabolites of F2 vs. F1 were determined by the P-values (<0.05) using two-tailed Student's t test on the normalized peak areas; others were determined using a combination of the VIP value (>1) and the P-values (<0.05) by two-tailed Student's t test on the normalized peak areas. Fold change was calculated as binary logarithm of average normalized peak area ratio between two cell fractions. | |||||
Phosphoric acid monomethyl ester | −1.98 | −3.39 | −3.63 | ||
Lyxose | −0.76 | −0.90 | −1.57 | −2.01 | −2.73 |
9-Tetradecenoic acid | −2.06 | ||||
Dodecanoic acid | −2.03 | ||||
Guanosine | −1.70 | −1.94 | |||
N-Acetylgalactosamine | −1.58 | −2.00 | −1.92 | ||
Xylitol | −1.48 | −1.51 | −1.75 | ||
Ribose | −1.14 | −1.38 | −1.72 | ||
Sedoheptulose | −1.08 | −1.29 | −1.67 | ||
Pantothenic acid | −1.44 | −1.59 | −1.65 | ||
Glyceric acid | −1.33 | −1.54 | |||
Arabinose | −1.43 | −1.90 | −1.50 | ||
Cadaverine | −1.20 | −1.38 | −1.42 | ||
Lactate | −0.85 | −0.99 | −1.16 | ||
Arachidonic acid | −0.94 | ||||
cis-5,8,11,14,17-Eicosapentaenoic acid | −0.94 | ||||
Deoxycholic acid | −1.58 | −2.29 | −2.95 | ||
Chenodeoxycholic acid | −0.78 | ||||
Phenylalanine | 0.83 | ||||
Eicosanoic acid | 1.09 | 0.99 | |||
Pyroglutamic acid | 0.72 | 0.76 | 1.00 | ||
Glutamate | 0.69 | 1.25 | |||
1-O-Hexadecylglycerol | 1.31 | ||||
2-Aminoadipic acid | 1.56 | 1.35 | |||
Inositol | 1.21 | 1.54 | |||
Mannose 6-phosphate | 1.13 | 1.56 | |||
Creatinine | 1.55 | 1.60 | 1.86 | ||
Fructose 6-phosphate | 1.72 | 2.19 | |||
Tetracosanoic acid | 0.74 | 1.21 | 1.65 | 2.00 | 2.26 |
Citric acid | 5.01 | ||||
Oleic acid | 0.96 | ||||
Stearic acid | 0.50 | ||||
Mannitol | 0.63 |
The PLS-DA analysis showed a significant difference in the metabolites between F1 and F4, with R2 = 0.939 and Q2 = 0.124 (Fig. 3B). OPLS-DA analysis discriminated F1 from F4 by giving very good description of data (R2 = 0.940) and good predictability (Q2 = 0.684; Fig. 4B). The loading plots of the first principal components indicated that deoxycholic acid, phosphoric acid monomethyl ester, guanosine, N-acetylgalactosamine, lyxose, xylitol, pantothenic acid, arabinose, cadaverine, ribose, sedoheptulose, lactate, aspartic acid, pyroglutamic acid, creatinine, and tetracosanoic acid were the main metabolites marking the difference between F1 and F4 (Table 1).
The PLS-DA analysis was performed to discriminate F1 and F5, and the values of R2 (0.999) and Q2 (0.934) suggested good separation of these two groups (Fig. 3C). OPLS-DA analysis discriminated F1 from F5 by giving very good description of data (R2 = 0.947) and good predictability (Q2 = 0.809; Fig. 4C). The loading plots of the first principal components indicated that phosphoric acid monomethyl ester, deoxycholic acid, lyxose, N-acetylgalactosamine, arabinose, pantothenic acid, xylitol, ribose, cadaverine, glyceric acid, sedoheptulose, lactate, chenodeoxycholic acid, stearic acid, mannitol, glutamate, pyroglutamic acid, oleic acid, eicosanoic acid, mannose-6-phosphate, inositol, 2-aminoadipic acid, creatinine, fructose-6-phosphate, and tetracosanoic acid were the main metabolites marking the difference between F1 and F5 (Table 1).
The PLS-DA analysis showed a significant difference in the metabolites between F1 and F6, with R2 = 0.994 and Q2 = 0.823 (Fig. 3D). OPLS-DA analysis discriminated F1 from F4 by giving a very good description of data (R2 = 0.972) and good predictability (Q2 = 0.806; Fig. 4D). The loading plots of the first principal components indicated that phosphoric acid monomethyl ester, lyxose, 9-tetradecenoic acid, dodecanoic acid, guanosine, N-acetylgalactosamine, xylitol, ribose, sedoheptulose, pantothenic acid, glyceric acid, arabinose, cadaverine, lactate, arachidonic acid, cis-5,8,11,14,17-eicosapentaenoic acid, phenylalanine, eicosanoic acid, pyroglutamic acid, glutamate, 1-O-hexadecylglycerol, 2-aminoadipic acid, inositol, mannose-6-phosphate, creatinine, fructose-6-phosphate, tetracosanoic acid, and citric acid were the main metabolites marking the difference between F1 and F6 (Table 1).
Fig. 5 Amino acid contents in villus cells and crypt cells. The glutamate (A) and phenylalanine (B) contents in F1 and F6 cells were measured by iTRAQ®-LC-MS/MS. |
Although the levels of most metabolites remained largely unchanged during maturation, the levels of some metabolites changed dramatically along CVA. Consistent with previous reports that lipid metabolite contents are greater in villi than in the crypt,9 this study also found that the levels of lipid metabolites (such as 9-tetradecenoic acid, dodecanoic acid, arachidonic acid, phosphoric acid monomethyl ester, and cis-5,8,11,14,17-eicosapentaenoic acid) were higher in villus cells than in crypt cells. Mariadason et al. (2005) showed that the mRNA expression of genes involved in lipid uptake and transport was greater in villus cells than in crypt cells in the small intestine of mouse.7 Moreover, the expression of proteins related to lipid, fatty acid, and steroid metabolism was also higher in villus cells than in crypt cells in the small intestine of mouse.8 This increase in lipid metabolites in villus cells may result from the increase in lipid or fatty acid uptake and metabolism in villus cells. However, the levels of some lipid metabolites, such as oleic acid, stearic acid, and 1-O-hexadecylglycerol, were greater in crypt cells than in villus cells, suggesting that crypt cells and villus cells may have different fatty acid requirements.
The small intestine is not only the primary organ responsible for digestion and absorption of nutrients, but it also plays important roles in the metabolism of dietary amino acids.17 Stoll et al. (1998) showed in piglets that about one-third of dietary essential amino acids was absorbed by the intestine in the first-pass metabolism, and mucosal cells catabolized more amino acids than incorporating them into mucosal protein.18 Windmueller and Spaeth (1980) reported that glutamate, glutamine, and aspartate were the major contributors to oxidative energy generation in the small intestinal mucosa of animals.19 Although glutamate could be produced from glutamine in intestinal mucosa, more than 90% of the dietary glutamate was absorbed by the intestine in first-pass metabolism.18 Glutamate is considered as the single most important source of energy for the portal-drained viscera (PDV; the intestines, pancreas, spleen, and stomach) because it accounted for approximately 15% of total CO2 production by the PDV.20 In the present study, we showed that the glutamate content was greater in crypt cells than in villus cells, suggesting that the metabolism of glutamate changed during epithelial cell maturation along CVA and that the requirement of glutamate was different among cells at different maturation status. Further studies will be needed to determine the effects of glutamate on the renewal of intestinal epithelial cells and the underlying mechanisms. Moreover, the phenylalanine contents also changed in the epithelial cells during maturation along CVA. Stoll et al. (1998) showed that about 35% of dietary phenylalanine was absorbed by the intestine in first-pass metabolism.18 However, the effect of phenylalanine on the physiology and functions of small intestine is still unclear, and further studies will be needed to clarify this.
In addition to amino acids, glucose plays an important role in providing energy in intestine. Glucose accounted for approximately 30% of total CO2 production by the PDV.20 Moreover, the pattern of intestinal amino acid and glucose oxidation can be altered by protein (or amino acids) restriction in pigs, because glucose oxidation increased to 50% of the total visceral CO2 production when pigs were fed a low protein diet.20 Chang et al. (2008) showed that a number of proteins involved in glycolysis were coordinately up-regulated in villus cells, and the contents of lactate and pyruvate in villus cells were also higher from that in crypt cells in mouse.8 The expression of proteins in glycolysis was also elevated in villus cells in piglets (unpublished data). Moreover, lactate content was greater in villus cells than in crypt cells, while citric acid lactate content was greater in crypt cells than villus cells in piglets. These results suggest that villus epithelial cells have greater glycolysis than crypt epithelial cells in piglets. More studies will be needed to test the effects of fatty acids, amino acids, glucose, and their metabolites on the renewal of intestinal epithelial cells and their interactions.
Various gastrointestinal diseases are associated with mucosal impairment, which results in electrolyte and mineral imbalance.21,22 Therefore, the improvement of mucosal morphology and functions plays an important role in recovery from these diseases.23 Although the intestinal mucosal could get nutrients from both blood and intestinal lumen, the importance of enteral nutrition in stimulating intestinal mucosa recovery from impairment has been confirmed by many studies.24–27 Thus, illuminating nutrients metabolism and the regulation of intestinal mucosal growth and maturation is a fundamental requirement in mucosal biology. However, the specific luminal nutrients and the underlying mechanism that food induces mucosa recovery from impairment are not well understood. Only glutamine, free fatty acids, and short-chain triglycerides were improved to be of help.28 The present study showed a global change in cellular metabolites in intestinal epithelial cells during maturation along CVA. These results may provide basal information for understanding the mechanism that specific nutrients involve in improving mucosal growth and functions and identifying novel nutrients to regulate mucosal morphology and functions, such as fatty acids and glutamine. The fatty acids and glutamine are involved in improving mucosal growth and functions, but the metabolites of fatty acids and glutamine (glutamate) were greater in villus and crypt epithelial cells, respectively. These results indicate that fatty acids may via affecting differentiated epithelial cells, while glutamine may via affecting proliferating epithelial cells to affect mucosal growth and functions.
Weaning in piglets is an abrupt process of replacing milk feeding with formulated feed, which usually results in intestinal dysfunction that is one of the major challenges in swine production all over the world.29 The small intestinal villus height was decreased and the crypt depth was increased in post-weaning piglets as the proliferation of epithelial cells in crypt and the apoptosis of epithelial cells in villi was altered during weaning.29,30 Therefore, the regulation of intestinal epithelial cells renewal is very important. Although various nutrients, such as glutamine, citric acid, and butyric acid, were proved to be helpful in improving intestinal morphology and functions of weaning piglets, more works were needed to be conducted to reveal the mechanism of nutrients in improving intestinal health and find more functional nutrients to improve the intestinal functions of piglets.31–34 The results of the present study provide a global metabolites in intestinal epithelial cell, which may also be of importance in swine production.
In conclusion, the results of the present experiment showed a gradual change in the metabolism of intestinal epithelial cells during maturation along CVA. Metabolism of fatty acids, amino acids, and glucose was significantly different between villus and crypt cells. These results provide basal information for understanding the mechanism that specific nutrients involve in regulating epithelial cells renewal and identifying nutrients to regulate mucosal morphology and functions.
This journal is © The Royal Society of Chemistry 2016 |