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Article

Metabolome Analysis Reveals Potential Mechanisms of Mannan Oligosaccharides to Improve Health, Growth Performance, and Fatty Acid Deposition in Hu Lambs

1
College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
2
State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China
3
Engineering Laboratory of Mutton Sheep Breeding and Reproduction Biotechnology in Gansu Province, Minqin 733300, China
*
Author to whom correspondence should be addressed.
Submission received: 2 July 2022 / Revised: 16 August 2022 / Accepted: 25 August 2022 / Published: 28 August 2022

Abstract

:
The effect of mannan oligosaccharides (MOS) on health, growth performance, fatty acids deposition, serum, and urine metabolites, as well as the correlation between differential metabolites and other indexes, were investigated in Hu lambs. In total, 30 seven-day-old Hu male lambs were fed a milk replacer with or without 0.2% MOS (15 lambs in each). The lambs were placed on this diet until they were 28 days old. MOS significantly increased the apparent digestibility of organic matter (OM), crude protein (CP), ether extract (EE), calcium (Ca) and phosphorus (P), and unsaturated fatty acid (UFA) proportion, and decreased the diarrhea rate and saturated fatty acid (SFA) proportion in lambs (p < 0.05). MOS upregulated 20 metabolites in serum and 1 in urine and downregulated 11 metabolites in serum and 2 in urine (p < 0.05). Most of these metabolites comprised glycerophosphoethanolamines and glycerophosphocholines, which are significantly correlated with nutrient digestibility and fatty acid composition (p < 0.05). Overall, our results suggest that MOS benefited the health, nutrient utilization, and fatty acid profiles in Hu lambs via glycerolipid and glycerophospholipid metabolism pathways.

1. Introduction

Mannan oligosaccharides (MOS) are a new class of active antigenic substances extracted from cell walls of yeast (Saccharomyces cerevisiae) and are widely used as prebiotic additives in livestock and poultry feed due to their gastrointestinal and immunological effects [1,2]. In several cases, dietary MOS supplementation has been found to improve the health status, growth, and productive performance of Charolaise heifers [3]. Notably, in ruminant feeding programs, while some scientists believe that ruminal microbes degrade the MOS and reduce their effectiveness, diets with MOS have been demonstrated to benefit the ruminant hosts. For instance, supplementing dietary MOS was shown to improve the nutrient utilization by Hu sheep and nitrogen metabolism in the rumen [4]. MOS can also decrease urine nitrogen excretion and energy released as methane [5], thus promoting nitrogen retention and antioxidant capacity in Hu sheep [6]. Furthermore, evidence has shown that they improve the average daily weight gain (ADG) and decrease the fecal Escherichia coli counts in Holstein heifer calves [7], as well as enhance the health of the ruminal epithelium and decrease the incidence and severity of hepatic abscesses in Dorper × Santa Ines crossbred lambs [8]. The potential mechanisms of these observations, however, remain unclear. Most studies have only concluded that MOS regulated the gastrointestinal microbiota to further improve the health status of the gastrointestinal tract and whole body, immunity, growth, and productive performance. However, there is only a small amount of direct evidence to confirm the metabolism pathways and metabolites involved.
We, therefore, conducted a lamb feeding trial to investigate the effects of supplementing MOS in a milk replacer on the metabolome (i.e., all small-molecule chemicals in a biological sample) in early-stage lambs. Additionally, to elucidate the potential metabolic mechanisms of MOS in lambs, we explored the relationship between metabolites and the lambs’ health, growth performance, and fatty acid deposition.

2. Materials and Methods

All experiments in this study were conducted following the approved guidelines of the Regulation Standing Committee of Gansu People’s Congress. All experimental protocols and sample collections were approved by the Ethics Committee of the Gansu Agriculture University under permit number GAU-LC-2020-018.

2.1. Experimental Design, Animals, and Housing

We used a controlled experimental design wherein 30 twin male Hu lambs (Zhongtian Sheep Industry Co. LTD, Jinchang, China) from 15 Hu ewes were selected and divided into two treatments groups (control and MOS-supplemented, termed CON and MOS, respectively), with 15 lambs in each group, where each lamb was a replicate. At 1–3 days of age, the lambs suckled from their mothers. After 4 days, they were separated from their mothers and trained to suckle milk replacer from a feeding bottle. At 7 days, the twin lambs were blocked, ensuring no difference between treatments (CON: 4.09 ± 0.66 kg; MOS: 4.07 ± 0.61 kg).
Next, after 8 days, the lambs were fed a milk replacer with or without MOS according to the experimental design. The CON treatment lambs were fed control milk replacer (Beijing Precision Animal Nutrition Research Center, Beijing, China; the chemical composition of the milk replacer is shown in Table 1), and MOS treatment lambs were fed control milk replacer supplemented with 0.2% MOS (SCIPHAR®; Sciphar, Inc., Xi’an, Shaanxi Province, P. R. China; extracted from Saccharomyces cerevisiae yeast walls and MOS purity ≥ 99%). The lambs were fed four times each day (00:00, 06:00, 12:00, and 18:00 h), and the feeding quantity was 2% of the lamb’s body weight [9,10]. The milk replacer was dissolved in warm water with a volume of five times that of the milk replacer. The lambs were fed individually in 1.45 m2 cages with slatted floors and had ad libitum access to water. The feeding experiment lasted until the lambs were 28 days old.

2.2. Sample Collection and Analysis

2.2.1. Lamb Growth Performance

At 7, 14, 21, and 28 days of age, the lambs were weighed before morning feeding, and the ADG was calculated. Additionally, the individual milk replacer intake and residue were recorded daily to calculate the average daily feed intake. The diarrhea of each lamb was monitored and recorded daily to calculate the diarrhea rate.

2.2.2. Digestion Trial

From 8–28 days of age, individual lamb feces were collected. Briefly, the fecal samples from each lamb were collected weekly, and sampling ratios were 20% of the total feces. The fecal samples were divided into two parts and prepared according to the Association of Official Analytical Chemists: One part was dried in a forced-air oven at 65 °C for 72 h to obtain a partial dry matter sample for measuring dry matter (DM, method 930.15), ether extract (EE, method 920.85), ash (method 942.05), calcium (Ca, method 978.02), and phosphorus (P, method 946.06); the remaining part was mixed with 10% sulfuric acid solution to fix nitrogen for measuring crude protein (CP, method 990.03) [11]. Finally, nutrient contents in the milk replacer and feces were quantified to calculate the apparent nutrient digestibility.

2.2.3. Slaughter Trial

At 29 days of age, 12 lambs from each treatment were randomly selected, and 10 mL of blood and urine samples were collected for metabolite analysis. In brief, blood samples were collected by jugular vein into the non-anticoagulant tubes for preparing serum, and urine samples were collected by urine bags for 12 h and sub-collected 10 mL into sterile tubes. After weighing, eight lambs of near-average weight were randomly selected and euthanized according to the methods described by Chen et al. [12]. Thereafter, the longissimus dorsi (LD) muscle and abdominal adipose tissues were sampled and stored at −20 °C for fatty acid composition analysis.

2.2.4. Fatty Acid Composition Measurement

The fatty acid composition of the LD muscle and abdominal adipose tissues was determined via the gas chromatography method described by O’Fallon et al. [13]. Briefly, the samples were cut into 1.5-mm rectangular strips with a razor blade, and then 1 g was weighed into 15-mL tubes along with 0.7 mL of 10 M KOH and 5.3 mL of absolute methanol. The samples were then incubated in a 55 °C water bath for 1.5 h with vibrations for 5 s per 20 min. Thereafter, the tubes were cooled under running water until reaching room temperature, and 0.5 mL of 12 M sulfuric acid solution was added. The samples were inverted, mixed, and incubated again in a 55 °C water bath for 1.5 h with vibrations for 5 s per 20 min. After water-cooling the samples again, 3 mL of n-hexane was added, and the mixtures were homogenized using a vortex. The samples were centrifuged at 1610 × g for 5 min and filtered to obtain the liquid supernatant.
A 6890 N gas chromatography system (Agilent Technologies, Inc., Santa Clara, CA, USA) with a 100-m (0.25-mm i.d.) fused silica column (SP-2560; Sigma-Aldrich, Inc., St. Louis, MO, USA) was used to measure the fatty acid composition of both muscle and adipose tissue. The chromatography conditions were as follows: carrier gas: nitrogen; carrier gas flow: 1.2 mL/min; injection port temperature: 220 °C; split ratio: 100:1; injection volume: 1.0 µL; detector: flame ionization detector (FID); detector temperature: 250 °C; detector gas flow: air (450 mL/min), nitrogen (40 mL/min), and hydrogen (45 mL/min); and oven temperature programming: 140 °C for 5 min, 2 °C per min rise until 200 °C, maintaining for 5 min, 6 °C per min rise until 230 °C, maintaining for 20 min. Fatty acids were identified by comparing their retention times with the fatty acid methyl standards, and fatty acid percentages were computed according to the methods described by Pewan et al. [14] (Supplementary Material Dataset S1).

2.2.5. Metabolome Analysis of Serum and Urine Samples

Metabolome analysis was carried out by LipidALL Technologies Co., Ltd. (Changzhou, Jiangsu Province, P. R. China). In brief, serum (50 μL) and urine (100 μL) samples were thawed and transferred with 200 μL and 400 μL methanol, respectively, into a 1.5 mL centrifuge tube. The samples were centrifuged at 1204 × g and 4 °C for 10 min. Thereafter, the supernatants were transferred into new 1.5 mL centrifuge tubes, and methanol was added to obtain 80% methanol solutions (v/v). The solutions were incubated at −80 °C for 7 h and then centrifuged at 1404 × g and 4 °C for 10 min. The supernatants were transferred into new tubes and dried by a centrifugal concentrator. After that, 100 μL of 1% acetonitrile with an internal standard solution was added to redissolve samples.
Samples were analyzed via UHPLC-MS (5600 PLUS, AB SCIEX, Framingham, MA, USA) with ACQUITY UPLC HSS T3 columns (1.8 μm, 2.1 × 100 mm, Waters, Dublin, Ireland) under ESI mode. The chromatographic conditions were curtain gas: 35, ion spray voltage: 5500 V (positive ion mode), ion spray voltage: −4500 V (negative ion mode), temperature: 450 °C, ion source gas 1: 50, and ion source gas 2: 50.

2.3. Data Analysis

Statistical analyses of growth performance and nutrient apparent digestibility were performed in SPSS (IBM Corp. released 2019 and IBM SPSS Statistics for Windows, Version 26.0. Armonk, NY, USA: IBM Corp.), using the linear model:
Yij = μ + Ti + Aj + (T:A)ij + εij
where Yij is the value measured in treatment i at age j; μ is the overall mean; Ti is the fixed effect of the two treatments (CON and MOS; i = 1 and 2); Aj is the fixed effect of time over the three weeks (j = 1, 2, and 3); (T:A)ij is the fixed effect of the interaction between treatment and time; and εij is the random residual error.
The data of fatty acids were analyzed by independent-sample t-tests using the following model:
t = x 1 ¯ x 2 ¯ S x 1 ¯ x 2 ¯
where x 1 ¯ and x 2 ¯ are the means of the different treatments, and S x 1 ¯ x 2 ¯ is the standard error of the mean difference.
Significance was determined at p ≤ 0.05, and the tendency was at 0.05 < p ≤ 0.10, using Tukey’s multiple comparison test.
After quality control, 143 and 103 metabolites were identified from serum and urine, respectively. We then used Principal Component Analysis (PCA) and Orthogonal partial least-squares discriminant analysis (OPLS-DA) to identify differential metabolites, where p < 0.05 indicated significant differential metabolites. Thereafter, the KEGG (Kyoto Encyclopedia of Genes and Genomes) databank was used to analyze metabolic pathways, find the enriched differential metabolites pathways, and calculate the pathway impact. Pearson correlation analysis (Prism 9.3, GraphPad Software, San Diego, CA, USA) was used to analyze the correlation between serum and urine differential metabolites and growth performance and fatty acid composition in LD muscle and abdominal adipose tissue. Significance was determined at p ≤ 0.05.

3. Results

3.1. Growth Performance

Supplementation with MOS did not significantly influence the final body weight, ADG, or milk replacer intake of Hu lambs (p > 0.05). However, it significantly increased organic matter apparent digestibility (OMD), crude protein apparent digestibility (CPD), ether extract apparent digestibility (EED), calcium apparent digestibility (CaD), and phosphorus apparent digestibility (PD) at different growth stages (p < 0.05), and significantly decreased the diarrhea rate of Hu lambs (p < 0.05, Figure 1). During the whole experimental stage, time was the main factor that affected the growth performance and nutrient digestion significantly (p < 0.05), while the treatment and the interaction of treatment and time influenced the nutrient apparent digestibility more (p < 0.05, Table 2).

3.2. Fatty Acid Proportion in Longissimus Dorsi Muscle and Abdominal Adipose Tissue

Supplementation with MOS did not impact the fatty acid composition and percentage in LD muscle and abdominal adipose tissue of Hu lambs (p > 0.05, Figure 2). However, MOS significantly increased the proportion of monounsaturated fatty acid (MUFA) and n−3 polyunsaturated fatty acid (PUFA, p < 0.05) and significantly decreased the proportion of saturated fatty acid (SFA, p < 0.05) in LD muscle (Figure 3).

3.3. Differential Metabolites in Serum and Urine

PCA analysis revealed that samples from serum and urine were all within the 95% confidence interval, and relatively, the distribution of serum samples from lambs supplemented with MOS was more concentrated. The OPLS-DA analysis identified 31 differential metabolites from serum samples and three differential metabolites from urine samples, as indicated by their variable importance for the projection (VIP > 1.0) and Wilcoxon test (p < 0.05). This included 20 metabolites upregulating and 11 metabolites downregulating in serum. Additionally, one metabolite was upregulated and two metabolites were downregulated in urine (Table 3 and Figure 4, Supplementary Material Dataset S2).

3.4. Functional Annotation of Differential Metabolites, Enrichment Analysis, and KEGG Metabolic Pathway Analysis

Among the 31 serum and 3 urine metabolites, 25 serum and 3 urine metabolites were identified in The Human Metabolome Database (HMDB), and 24 serum and 3 urine metabolites were included in the analysis (Table 4 and Figure 5). The 24 serum metabolites, including glycerolipid, glyoxylate, dicarboxylate; arginine, proline, glycine, serine, threonine, glycerophospholipid, and purine, were involved in various metabolism systems. The impact scores were higher in glycerolipid, arginine, proline, and glycerophospholipid metabolism. The three urine metabolites were involved in valine, leucine, and isoleucine degradation, valine, leucine, and isoleucine biosynthesis, purine metabolism, and aminoacyl–tRNA biosynthesis. The impact scores were higher in valine, leucine, and isoleucine biosynthesis.

3.5. Correlation between Growth Performance and Fatty Acid Proportion in Muscle and Adipose Tissue and Serum and Urine Metabolites

The serum and urine metabolites were significantly associated with growth performance and fatty acids proportion of Hu lambs (p < 0.05). For instance, among serum metabolites, glycerophosphocholines (sn−1 LysoPC(22:6)) were significantly positively correlated with body weight and ADG (p < 0.05). Further, several glycerophosphoethanolamines and glycerophosphocholines were significantly positively correlated with the CPD and EED at 8–14 days and negatively correlated with the PD at 15–21 days (p < 0.05). Allantoin, butyrylcarnitine, indolelactic acid, N–acetylglutamic acid, O–adipoylcarnitine, phenyllactic acid, and urea were significantly positively correlated, and betaine was negatively correlated, with the CPD at 15–21 days (p < 0.05, Figure 6). We found several glycerophosphoethanolamines and glycerophosphocholines that were significantly positively correlated with the proportion of unsaturated fatty acid (UFA), MUFA, PUFA, and n−3PUFA, and negatively related to the proportion of SFA, SFA:UFA, SFA:PUFA, and n−6:n−3PUFA in the LD muscle (p < 0.05, Figure 7). Several glycerophosphoethanolamines and glycerophosphocholines were also significantly positively correlated with the proportion of UFA, MUFA, PUFA, n−3PUFA, n−6PUFA, and n−6:n−3PUFA, and negatively correlated with the proportion of SFA, SFA:UFA, SFA:PUFA, and MUFA:PUFA in abdominal adipose tissue (p < 0.05, Figure 8). Among urine metabolites, L−isoleucine, monoethyl malonic acid, and xanthine were significantly positively correlated with the EED at 22–28 days, CPD at 8–14 days, and CaD at 8–14 days (p < 0.05, Figure 6). Additionally, monoethyl malonic acid was significantly positively correlated with the proportion of PUFA and n−3PUFA, and xanthine was significantly positively correlated with the proportion of n−6:n−3PUFA in the LD muscle (p < 0.05, Figure 7).

4. Discussion

As the development of lamb’s rumen was hindered by insufficient stimulation from solid food during this trial, the effect of MOS on growth would likely have been driven by mechanisms similar to those in monogastric animals [15]. Mannan oligosaccharides have been found to bind to pathogenetic microbes with type−1 fimbriae, such as Escherichia coli and Salmonella species. Moreover, MOS increase the total anaerobic bacteria such as Lactobacillus, Bifidobacterium, and especially Bacteroides, which efficiently ferment indigestible polysaccharides to short-chain fatty acids (SCFAs) and, consequently, build up nutrient absorption and protect hosts from disease [15]. This indicates that SCFAs increase the partition of nutrients into the other tissues, are directly absorbed in the hindgut, and are used as an energy source in tissues. This may explain our observation that supplementing a milk replacer with MOS significantly increased the CPD, EED, CaD, and PD of Hu lambs, and decreased the diarrhea rate. In addition, previous research has shown that MOS produce longer villi in animals, which provides a larger surface area for absorbing nutrients in the intestine. This leads to efficient enzyme production and maturation of the intestinal cells due to a lower renewal rate [16,17], thereby increasing nutrient digestibility in the intestinal tract. These findings are in line with our previous study, which concluded that MOS improved histomorphology in the duodenum and ileum, maintained the intestinal barrier, reduced the apoptotic rate of intestinal epithelial cells, and provided benefits for nutrient absorption in lambs [18]. Additionally, MOS modulate immune responses in gut-associated lymphoid tissue, such as cecal tonsils, and enhance the titers of plasma antibodies IgM and IgG, cecum IgA levels, mucin mRNA expression, and intestinal immune functions [19]. Therefore, MOS supplementation in the diet is often associated with improved ADG, feed conversion ratio, and carcass weight [20]. Several previous studies provided evidence to support this association. For example, 4 g/day per calf MOS can promote DM intake, ADG, the feed conversion ratio, structural growth, neutral detergent fiber digestibility, and reduce E. coli count in the feces of buffalo calves [21]. In another study, 4 g/day per calf MOS added to warm whole milk tended to increase starter intake and body weight gain at 26–46 days of age in calves [22]. In addition, another study found that 1 g/kg MOS improved cellulose digestibility and acetate concentration, increased the amount of branched-chain fatty acids in cecal content, and decreased colonies of Coliformis in the gastrointestinal tract of rabbits during the fattening period [23]. Furthermore, 0.1% MOS increased the DMD and CPD in weanling pigs, which was likely due to the morphological improvements in the small intestine [24].
The ADG of both CON and MOS-treated lambs was negative during the third week, possibly due to the extreme feeding procedures adopted. Lambs were fed only the milk replacer during the whole experimental period and were not permitted to ingest solid food, such as starter, grass, or hay. Although the milk replacer provides nutrients to lambs, the deficiency of stimulation from solid food may have inhibited gastrointestinal physical development. These results suggest that earlier solid starter provision is an essential strategy in small ruminant feeding to successfully improve growth performance and productivity [25,26,27].
In the current study, most differential metabolites in serum and urine were glycerophospholipids and amino acids, suggesting that the MOS may regulate nitrogen and lipid metabolism in lambs. Enriched pathways of glycerolipid, glycerophospholipid, arginine, and proline metabolism, as well as valine, leucine, and isoleucine biosynthesis, and purine metabolism, also indicated that glycerophospholipids, arginine, proline, valine, leucine, and isoleucine could be biomarkers for MOS regulating metabolism in Hu lambs. In serum differential metabolites, several glycerophosphoethanolamines and glycerophosphocholines were significantly positively correlated with the CPD and EED and negatively correlated with the PD, while glycerophosphocholines (sn−1 LysoPC(22:6)) were significantly positively correlated with the body weight and ADG of Hu lambs. Glycerophosphoethanolamine and glycerophosphocholine are the main components of phospholipids. They are beneficial compounds that improve memory and cognition, promote brain development, inhibit cancer, and regulate lipid metabolism [28]. This may explain the positive correlation between growth performance and nutrient utilization of lambs and the enrichment of glycerolipid and glycerophospholipid metabolism pathways in this study. However, the digestion of phosphorus was negatively correlated with glycerophosphoethanolamines and glycerophosphocholines. Glycerophospholipids are rich in phosphorus elements and can inhibit the absorption of phosphorus in the intestinal tract; however, this mechanism needs further research. In addition, allantoin, butyrylcarnitine, indolelactic acid, N−acetylglutamic acid, O−adipoylcarnitine, phenyllactic acid, and urea were positively correlated with CPD, likely because all are involved in nitrogen metabolism and enriched pathways of arginine and proline metabolism, and glycine, serine, and threonine metabolism.
SFA is associated with the increased production of cholesterol and, consequently, leads to a potential risk of cardiovascular diseases [29]. Therefore, the World Health Organization has recommended that total fat, SFA, and trans fatty acid should be 15–30%, < 10%, and < 1% of the total energy intake, respectively. Moreover, the European Food Safety Authority has recommended that total fat should only represent 20–35% of the energy intake and that the intake should be as low as possible for SFA and trans fatty acids [30]. As PUFA is beneficial for human health and can inhibit tumor angiogenesis and coronary arteriosclerosis, increasing its proportion in mutton to improve meat quality has attracted research interest [31].
The results showed that supplementing the milk replacer with MOS increased the MUFA and n−3 PUFA proportions in LD muscle. This suggests that MOS could increase UFA deposition in the muscle of lambs, especially n−3 PUFA, which would benefit both lambs and lamb-meat consumers. Previous studies have reported similar results. For example, 0.2% chitosan increased the oleic−cis−9 acid, linoleic acid, linolenic−trans−6 acid, arachidonic acid, and eicosapentaenoic acid contents in lamb meat [32]. Similarly, 0.5, 1.0, or 1.5 g/kg of MOS increased the oleic acid and MUFA contents in rabbit meat [23]. In addition, we found that the SFA:PUFA ranged from 6.01 to 8.85 in the muscle and adipose tissues. Except for abdominal adipose tissue of CON lambs, the ratios of SFA:PUFA were lower than the values obtained in the studies of Bezerra et al. [29] and Realini et al. [33], which were 12.5 and 7.69 for the muscle and adipose tissues, respectively, in lamb meat. Although a healthy SFA:PUFA ratio for humans should be < 2.5, the SFA:PUFA ratio of 6.67 in lambs is generally considered adequate [34,35], and it is difficult to decrease this ratio in lambs [36]. As the study period was relatively short, and the lambs did not consume solid food, a longer feeding trial is necessary to confirm the MOS-triggered fatty acid profile regulation efficiency we observed in lamb muscle and adipose tissues.
In serum metabolites, glycerophosphoethanolamines and glycerophosphocholines were correlated with most fatty acids in LD muscle and abdominal adipose tissues of Hu lambs, with significant positive associations with UFA, MUFA, PUFA, and n−3PUFA and a negative association with SFA.
In this study, supplementing MOS upregulated the concentration of glycerophosphoethanolamines and glycerophosphocholines in lambs. Glycerophosphocholines likely increased acetylcholine release, which accelerated the catecholamine-induced stimulation of the α2−adrenergic receptor, thus inhibiting the secretion of somatotropin release-inhibiting factor (SRIF) in the hypothalamus. The growth hormone (GH) was then stimulated, which may have induced the increase in triacylglycerols lipolysis in the liver and skeletal muscles [37], ultimately decreasing SFA proportion in muscle and adipose tissues. Moreover, glycerophosphoethanolamines are not only the main component of the cell membrane, but the precursor of many essential biological molecules including diacylglycerol (DAG), fatty acids, and phosphatidic acid (PA) [38], which are involved in glycerolipid metabolism and glycerophospholipid metabolism, in accordance with our enriched pathway analysis results. Notably, purine metabolism was identified in both serum and urine, and in this system, xanthine is transferred into uric acid by xanthine oxidase and generates reactive oxygen species, which in turn oxidizes uric acid into allantoin. Here, we found that the allantoin concentration in serum was decreased by MOS, while the xanthine concentration in urine was increased, suggesting that MOS may alleviate oxidative stress in lambs by reducing xanthine oxidase.

5. Conclusions

In conclusion, supplementing the milk replacer with MOS significantly increased OMD, CPD, EED, CaD, and PD and decreased the diarrhea rate of Hu lambs. Moreover, dietary MOS supplementation upregulated the serum concentration of glycerophosphoethanolamines and glycerophosphocholines, thereby increasing the UFA proportion in muscle and adipose tissues via both glycerolipid metabolism and glycerophospholipid metabolism pathways. Overall, we found that supplementing the milk replacer with MOS has health benefits and can adjust the fatty acids composition in muscle and adipose tissues of Hu lambs during early growth.

Supplementary Materials

The following supporting information can be downloaded at: https://0-www-mdpi-com.brum.beds.ac.uk/article/10.3390/agriculture12091327/s1, The details of fatty acids composition and percentage measurement are shown in Supplementary Material Dataset S1: Figure S1. Chromatogram of 37 fatty acid methyl ester standards. The plots of OPLS-DA model and permutation test in serum and urine samples are shown in Supplementary Material Dataset S2: Figure S1. Plot of OPLS-DA model and permutation test of serum sample of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Figure S2. Plot of OPLS-DA model and permutation test of urine sample of Hu lambs treated with either control or mannan oligosaccharides milk replacer.

Author Contributions

T.L.: Conceptualization, methodology, data curation, writing, funding acquisition; F.L.: Conceptualization, methodology; J.X.: Investigation; J.W. (Jing Wang): Investigation; Z.S.: Investigation; F.Z.: Investigation; J.W. (Jiaqi Wang): Investigation; C.Z.: Conceptualization, methodology, supervision, funding acquisition. All authors have read and agreed to the published version of the manuscript.

Funding

This work was funded by the National Natural Science Foundation of China (grants number 31860657 and 32160803), and the Special Talent Introduction Program of Gansu Agricultural University (grant number GSAU-RCZX201710).

Institutional Review Board Statement

The study was conducted in accordance with the approved guidelines of the Regulation Standing Committee of Gansu People’s Congress and approved by the Ethics Committee of the Gansu Agriculture University (protocol code GAU-LC-2020-018 and date of approval).

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

We would like to thank all the people who helped with this experiment.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Growth performance of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) Body weight of Hu lambs at different ages; (B) average daily weight gain of Hu lambs at different growing periods; (C) milk replacer intake of Hu lambs at different growing periods; (D) nutrients’ apparent digestibility of Hu lambs at different growing period; (E) diarrhea rate of Hu lambs. Hu lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 15 per treatment). The growth performances in 30 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. DMD: Dry matter apparent digestibility; OMD: Organic matter apparent digestibility; CPD: Crude protein apparent digestibility; EED: Ether extract apparent digestibility; CaD: Calcium apparent digestibility; PD: Phosphorus apparent digestibility. ab Values above columns with different superscripts differ significantly at p ≤ 0.05.
Figure 1. Growth performance of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) Body weight of Hu lambs at different ages; (B) average daily weight gain of Hu lambs at different growing periods; (C) milk replacer intake of Hu lambs at different growing periods; (D) nutrients’ apparent digestibility of Hu lambs at different growing period; (E) diarrhea rate of Hu lambs. Hu lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 15 per treatment). The growth performances in 30 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. DMD: Dry matter apparent digestibility; OMD: Organic matter apparent digestibility; CPD: Crude protein apparent digestibility; EED: Ether extract apparent digestibility; CaD: Calcium apparent digestibility; PD: Phosphorus apparent digestibility. ab Values above columns with different superscripts differ significantly at p ≤ 0.05.
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Figure 2. Fatty acids composition and proportion in muscle and adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) longissimus dorsi muscle; (B) abdominal adipose tissue. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment). The individual fatty acid percentages of total fatty acid methyl esters quantified in 16 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
Figure 2. Fatty acids composition and proportion in muscle and adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) longissimus dorsi muscle; (B) abdominal adipose tissue. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment). The individual fatty acid percentages of total fatty acid methyl esters quantified in 16 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
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Figure 3. Different types of fatty acid proportion in muscle and adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) longissimus dorsi muscle; (B) abdominal adipose tissue. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment). The individual types of fatty acid percent or their ratio in 16 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. UFA: Unsaturated fatty acid. SFA: Saturated fatty acid. MUFA: Monounsaturated fatty acid. PUFA: Polyunsaturated fatty acid. ab Values on the right side of columns with different superscripts differ significantly at p ≤ 0.05.
Figure 3. Different types of fatty acid proportion in muscle and adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) longissimus dorsi muscle; (B) abdominal adipose tissue. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment). The individual types of fatty acid percent or their ratio in 16 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. UFA: Unsaturated fatty acid. SFA: Saturated fatty acid. MUFA: Monounsaturated fatty acid. PUFA: Polyunsaturated fatty acid. ab Values on the right side of columns with different superscripts differ significantly at p ≤ 0.05.
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Figure 4. PCA and OLSA-DA analyses of serum and urine metabolites of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) PCA analyses of serum metabolites; (B) volcano plot of serum metabolites; (C) PCA analyses of urine metabolites; (D) volcano plot of urine metabolites. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
Figure 4. PCA and OLSA-DA analyses of serum and urine metabolites of Hu lambs treated with either control or mannan oligosaccharides milk replacer. (A) PCA analyses of serum metabolites; (B) volcano plot of serum metabolites; (C) PCA analyses of urine metabolites; (D) volcano plot of urine metabolites. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
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Figure 5. Pathway topology analyses of serum (A) and urine (B) metabolites of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
Figure 5. Pathway topology analyses of serum (A) and urine (B) metabolites of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
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Figure 6. Correlation between serum (A) and urine (B) metabolites with growth performance of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 15 per treatment in growth performance measurement; n = 12 per treatment in metabolome analyses). The growth performances in 30 lambs and the serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. ADG: Average daily weight gain; DMD: Dry matter apparent digestibility; OMD: Organic matter apparent digestibility; CPD: Crude protein apparent digestibility; EED: Ether extract apparent digestibility; CaD: Calcium apparent digestibility; PD: Phosphorus apparent digestibility. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
Figure 6. Correlation between serum (A) and urine (B) metabolites with growth performance of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 15 per treatment in growth performance measurement; n = 12 per treatment in metabolome analyses). The growth performances in 30 lambs and the serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. ADG: Average daily weight gain; DMD: Dry matter apparent digestibility; OMD: Organic matter apparent digestibility; CPD: Crude protein apparent digestibility; EED: Ether extract apparent digestibility; CaD: Calcium apparent digestibility; PD: Phosphorus apparent digestibility. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
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Figure 7. Correlation between serum (A) and urine (B) metabolites with fatty acid proportion in longissimus dorsi muscle of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment in fatty acid proportion analyses; n = 12 per treatment in metabolome analyses). The fatty acid proportions in muscle of 16 lambs and the serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. UFA: Unsaturated fatty acid; SFA: Saturated fatty acid; MUFA: Monounsaturated fatty acid; PUFA: Polyunsaturated fatty acid. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
Figure 7. Correlation between serum (A) and urine (B) metabolites with fatty acid proportion in longissimus dorsi muscle of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment in fatty acid proportion analyses; n = 12 per treatment in metabolome analyses). The fatty acid proportions in muscle of 16 lambs and the serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. UFA: Unsaturated fatty acid; SFA: Saturated fatty acid; MUFA: Monounsaturated fatty acid; PUFA: Polyunsaturated fatty acid. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
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Figure 8. Correlation between serum (A) and urine (B) metabolites with fatty acid proportion in abdominal adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment in fatty acid proportion analyses; n = 12 per treatment in metabolome analyses). The fatty acid proportions in adipose tissue of 16 lambs and serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. UFA: Unsaturated fatty acid; SFA: Saturated fatty acid; MUFA: Monounsaturated fatty acid; PUFA: Polyunsaturated fatty acid. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
Figure 8. Correlation between serum (A) and urine (B) metabolites with fatty acid proportion in abdominal adipose tissue of Hu lambs treated with either control or mannan oligosaccharides milk replacer. Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 8 per treatment in fatty acid proportion analyses; n = 12 per treatment in metabolome analyses). The fatty acid proportions in adipose tissue of 16 lambs and serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3−week collection phase of the study. UFA: Unsaturated fatty acid; SFA: Saturated fatty acid; MUFA: Monounsaturated fatty acid; PUFA: Polyunsaturated fatty acid. * Values within cells differ significantly at p ≤ 0.05, and ** values within cells differ significantly at p ≤ 0.01.
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Table 1. Chemical composition of lamb milk replacer (air-dried sample basis, %).
Table 1. Chemical composition of lamb milk replacer (air-dried sample basis, %).
Ingredients Concentration
Dry matter 95.68
Protein 24.89
Ether extract 17.50
Crude fiber 2.16
Crude ash 5.81
Calcium 1.02
Total phosphorus 0.59
Sodium chloride 0.1–0.2
Lysine ≥2.2
Methionine ≥1
Threonine ≥1
Vitamin E (IU/kg) ≥80
Fatty acid (percent of total fatty acid methyl esters quantified)
UFA 32.483
SFA 54.476
MUFA 15.399
PUFA 17.083
SFA:UFA 1.677
PUFA:SFA 0.314
MUFA:PUFA 0.901
n−3 PUFA 4.284
n−6 PUFA 12.799
n−6:n−3 PUFA 2.988
ButyricC4:00.666
CaproicC6:00.552
OctanoicC8:00.417
CapricC10:00.741
LauricC12:00.336
TridecanoicC13:03.660
MyristicC14:00.400
MyristoleicC14:1n53.537
PentadecanoicC15:00.154
PentadecenoicC15:1n50.181
PalmiticC16:020.176
PalmitoleicC16:1n70.487
HeptadecanoicC17:00.210
HeptadecenoicC17:1n70.484
StearicC18:024.571
ElaidicC18:1n9t0.352
OleicC18:1n9c1.264
LinolelaidicC18:2n6t0.788
LinoleicC18:2n6c0.232
ArachidicC20:01.479
γ-LinolenicC18:3n60.358
α-LinolenicC18:3n34.116
HeneicosanoicC21:00.125
BehenicC22:00.989
EicosatrienoicC20:3n60.127
ErucicC22:1n98.828
EicosatrienoicC20:3n30.168
ArachidonicC20:4n61.126
DocosadienoicC22:2n610.168
NervonicC24:1n90.267
UFA: Unsaturated fatty acid. SFA: Saturated fatty acid. MUFA: Monounsaturated fatty acid. PUFA: Polyunsaturated fatty acid.
Table 2. Growth performance and nutrient digestibility of Hu lambs treated with either control or mannan oligosaccharides.
Table 2. Growth performance and nutrient digestibility of Hu lambs treated with either control or mannan oligosaccharides.
ItemCONMOSSEMp Value
TreatmentTimeTreatment × Time
Body weight (g)4412.645063.99188.090.0870.3650.994
Average daily weight gain (g)40.9749.927.020.440<0.0010.975
Average daily milk replacer intake (g)73.1596.486.370.0670.1600.790
Dry matter digestibility (%)83.4783.290.180.6210.0070.715
Organic matter digestibility (%)70.51 b71.61 a0.650.001<0.001<0.001
Crude protein digestibility (%)80.88 b81.69 a0.500.023<0.0010.261
Ether extract digestibility (%)71.84 b74.41 a0.70<0.001<0.001<0.001
Calcium digestibility (%)70.00 b76.98 a0.90<0.001<0.001<0.001
Phosphorus digestibility (%)64.5263.900.270.065<0.0010.001
Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 15 per treatment). The growth performance and nutrient digestibility in 30 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. ab Values within a row with different superscripts differ significantly at p ≤ 0.05.
Table 3. Differential metabolites in serum and urine samples of Hu lambs treated with either control or mannan oligosaccharides.
Table 3. Differential metabolites in serum and urine samples of Hu lambs treated with either control or mannan oligosaccharides.
ClassMetabolitesp-ValueFC
Serum
PolyolsPhenyllactic acid0.0090.151
Phenols33–Hydroxyisovaleric acid0.0360.590
Indolyl carboxylic acidsIndolelactic acid0.0320.336
ImidazolesAllantoin0.0360.708
Glycerophosphoethanolaminessn–1 LysoPE(16:0)0.0071.642
sn–1 LysoPE(18:2)0.0251.907
sn–1 LysoPE(20:4)0.0061.676
sn–2 LysoPE(16:0)0.0141.678
sn–2 LysoPE(18:1)0.0141.553
sn–2 LysoPE(18:2)0.0301.881
Glycerophosphocholinessn–1 LysoPC(16:0)0.0211.505
sn–1 LysoPC(16:1)0.0251.479
sn–1 LysoPC(18:2)0.0062.116
sn–1 LysoPC(20:2)0.0012.485
sn–1 LysoPC(20:3)0.0022.521
sn–1 LysoPC (20:4)0.0062.366
sn–1 LysoPC(22:6)0.0062.552
sn–2 LysoPC(16:0)0.0251.569
sn–2 LysoPC (22:4)0.0072.226
sn–2 LysoPC (22:5)0.0042.524
Fatty acids2–Hydroxy–2–methylbutyric acid0.0360.590
CarbohydratesGlyceric acid0.0211.284
Benzoic acids2–Hydroxycaproic acid0.0070.391
Amino acids4–Hydroxyproline0.0431.326
Betaine0.0321.155
N–Acetylglutamic acid0.0030.609
N–Acetyl–L–alanine0.0431.330
Urea0.0170.720
Acyl carnitinesButyrylcarnitine0.0430.511
O–Adipoylcarnitine0.0250.144
Tiglylcarnitine0.0250.520
Urine
Amino acidsL–Isoleucine0.0360.357
Carboxylic acidsMonoethyl malonic acid0.0200.336
PurinesXanthine0.0161.612
Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum and urine metabolites in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study. FC: Fold change.
Table 4. Pathway analysis of serum and urine samples of Hu lambs treated with either control or mannan oligosaccharides.
Table 4. Pathway analysis of serum and urine samples of Hu lambs treated with either control or mannan oligosaccharides.
Pathway−log(p)Impact
Serum
Glycerolipid metabolism1.856300.10471
Glyoxylate and dicarboxylate metabolism1.237300.00000
Arginine and proline metabolism1.118900.04102
Glycine, serine and threonine metabolism1.008400.00000
Glycerophospholipid metabolism0.688630.04680
Purine metabolism0.267970.00000
Urine
Valine, leucine and isoleucine degradation2.648200.00000
Valine, leucine and isoleucine biosynthesis2.648200.33333
Purine metabolism1.029600.02143
Aminoacyl–tRNA biosynthesis0.706220.00000
Lambs were fed milk replacers with or without 0.2% mannan oligosaccharides (MOS; n = 12 per treatment). The serum- and urine-enriched pathways in 24 lambs divided into two groups based on MOS supplementation are shown for the 3–week collection phase of the study.
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Liu, T.; Li, F.; Xu, J.; Wang, J.; Shen, Z.; Zhang, F.; Wang, J.; Zheng, C. Metabolome Analysis Reveals Potential Mechanisms of Mannan Oligosaccharides to Improve Health, Growth Performance, and Fatty Acid Deposition in Hu Lambs. Agriculture 2022, 12, 1327. https://0-doi-org.brum.beds.ac.uk/10.3390/agriculture12091327

AMA Style

Liu T, Li F, Xu J, Wang J, Shen Z, Zhang F, Wang J, Zheng C. Metabolome Analysis Reveals Potential Mechanisms of Mannan Oligosaccharides to Improve Health, Growth Performance, and Fatty Acid Deposition in Hu Lambs. Agriculture. 2022; 12(9):1327. https://0-doi-org.brum.beds.ac.uk/10.3390/agriculture12091327

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Liu, Ting, Fadi Li, Jianfeng Xu, Jing Wang, Zhenfeng Shen, Fan Zhang, Jiaqi Wang, and Chen Zheng. 2022. "Metabolome Analysis Reveals Potential Mechanisms of Mannan Oligosaccharides to Improve Health, Growth Performance, and Fatty Acid Deposition in Hu Lambs" Agriculture 12, no. 9: 1327. https://0-doi-org.brum.beds.ac.uk/10.3390/agriculture12091327

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