Effects of organic zinc on production performance, meat quality, apparent nutrient digestibility and gut microbiota of broilers fed low-protein diets

The high cost of feed and nitrogen pollution caused by high-protein diets have become major challenges restricting sustainable development in China's animal husbandry sector. Properly reducing protein levels and improving protein utilization in feed are effective approaches to solving this problem. To determine the optimal dose of methionine hydroxyl analogue chelated zinc (MHA-Zn) in broiler diets with a 1.5% reduction in crude protein (CP), a total of 216 1-day-old broilers were randomly assigned into 4 groups (each group consisted of 3 replications with 18 broilers per replicate), and growth and development indexes were assessed after 42 days. The broilers in control group were fed a basic diet, whereas those in the three test groups were fed diets with a 1.5% reduction in CP. The results showed no significant difference in the edible parts of broilers between low-protein (LP) diet group (90 mg/kg MHA-Zn) and normal diet group (p > 0.05), and adding 90 mg/kg MHA-Zn to LP diet significantly improved ileum morphology and apparent total tract digestibility (ATTD) of nutrient (p < 0.01; p < 0.05). A 16S rRNA sequencing analysis indicated that supplementing the LP diet with 90 mg/kg MHA-Zn was adequate for production performance of broilers and promoted beneficial bacteria in the cecum (Lactobacillus, Butyricoccus, Oscillospira, etc.) (p < 0.01). In summary, adding an optimal dose of organic zinc (90 mg/kg MHA-Zn) in low protein diets led to enhanced production performance of broilers and optimized cecum microbiota. Additionally, the reduction of crude protein consumption in broiler production proved to be a cost-effective measure, while also mitigated nitrogen pollutant emissions in the environment.

Poultry meat production is beneficial to resource conservation and environment, and the consumption of poultry meat is better for human health than that of red meat. Global consumption of poultry meat has increased per capita since 1960, and this trend is expected to continue until 2030 1,2 . As a result, it is vital for the poultry industry to reduce feed costs while improving poultry production and meat quality through various means. For example, as dietary protein sources are often an expensive component of poultry diets, optimizing a major of the protein in diets can reduce feed costs and environmental pollution, such as nitrogen excretion 3 . Nitrogen is mainly excreted as urea in urine (50%), while a small amount is excreted in feces (20%) during protein metabolism in animals 4 . Hence, livestock and poultry breeding wastewater usually have high concentrations of nitrogen and phosphorous, and its discharge may pose a great threat to the local water environment. Moreover, the water intake of animals is proportional to protein content of feed. Various studies have already illustrated that every 10 g/kg reduction in the dietary CP of fattening pigs can decrease ammonia (N 2 O) emission in feces and urine by 8% to 10% 4,5 , respectively, and the levels of serum urea nitrogen (SUN) and blood urea nitrogen (BUN) were also decreased www.nature.com/scientificreports/ significantly in animals fed the LP diet compared to those fed a standard diet 6,7 . It is not advisable to reduce CP content blindly in poultry diets. Several studies have demonstrated that a reduction in CP content of more than 3% in poultry diets will lead to decreased performance, carcass, and production traits of broilers [8][9][10] . Selection of appropriate Zn sources in diets for broilers is considered an appropriate alternative strategy and is the key method used to ensure that poultry will not be affected by reductions in protein level in the process of poultry feeding. It is known that Zn is an essential trace mineral in poultry nutrition that participates in numerous metabolic pathways and biological functions, such as growth, feather and skeletal development and reproduction. The requirement of Zn for broilers is 40 mg/kg diet according to the NRC (1994), but supplementing Zn above NRC recommendations is a common practice in most countries and may be beneficial for the production of animals 11 . Conventional practices commonly add two inorganic Zn sources (Zn sulfate and Zn oxides) to ensure nutritional requirements are met in livestock feed 12 . The development of organic Zn sources as feed additives is an increasing trend in feed industry. Evidence from research has indicated that inorganic Zn is relatively inexpensive, but it has multiple disadvantages, including highly hydrophobic properties and excretion half-lives that last for decades compared with organic Zn. The low utilization ratio of inorganic Zn indicates that it is a waste of resources and causes environmental pollution 13 . Conversely, due to its ability to be absorbed more easily and its greater chemical and physical stability, organic Zn sources are recommended widely in animals, such as Zn gluconate and MHA-Zn 14 , and lower concentrations of these sources can meet feeding requirements 15 . Several studies have documented that adding MHA-Zn to feed has a beneficial effect on the quality of poultry meat, including drip loss reduction 16 . Moreover, methionine chelates can directly cross the intestinal cell membrane and be metabolized without any prior digestion due to being chelated with amino acids 17 , so this study was conducted to further investigate the effects of MHA-Zn.
The intestinal microbial flora plays an important role in animal health and has attracted increasing attention in recent years. Researchers have found that Lactobacillus may improve balance of intestinal flora to improve feed utilization among chicks, thus reducing the amount of feed consumed while maintaining higher or equal production performance 18 . Furthermore, it was reported that Firmicutes were positively associated with fat storage and serum lipid levels. Thus, Firmicutes overload increased liver fatty acid synthesis and improved abdominal fat deposition 19 . It was recently discovered that amino acid transporters and ion transporters have been increasingly associated with bacterial groups in the intestinal flora of broilers 20 . Aviagen proposed that the disruption of normal bacterial flora balance in caeca may lead to metabolic disorders 21 . Some studies have shown that dietary supplementation with organic zinc can increase beneficial intestinal bacterial abundance and decrease harmful bacterial abundance [22][23][24] . Organic zinc was more than three times as efficient as inorganic zinc in improving growth and increasing resistance to Edwardsiella ictalurid 25 . This also corresponds to evidence illustrating that cecal microbes affect broiler lipid metabolism and thus growth performance.
The purpose of this study was to determine the optimal dose of MHA-Zn in LP diet and to investigate effect of different doses of MHA-Zn on production performance, meat quality and gut microbiota of broilers in 1.5% reduced protein diets.

Results
Growth performance. As shown in Table 1, the body weight gain in Group C was the highest among three low protein groups from the third week onwards and was no significant difference compared to Group A (p > 0.05). The feed intake and feed conversion ratio (FCR) of Group C were not significantly different from control group (Group A), except for the first week (p > 0.05). Among three LP diet groups, FCR of Group C was lower than that of Groups B and D besides the first two week (Table 1). Thus, the production performance of broilers fed LP diet with MHA-Zn (90 mg/kg) was the closest to those of normal protein (NP) group.
Apparent total tract digestibility of nutrient. As an important indicator, ATTD can reflect animal health and development. As shown in Fig. 1, the dry matter (DM) (p < 0.01), CP and nitrogen free extract (NFE) (p < 0.05) ATTD in Group C were markedly increased compared to that in Group A. The digestibility of DM was significantly higher in Group B than in Group A (p < 0.05). The apparent digestibility of CP was significantly higher in Group D than in Group A (p < 0.05).
Slaughter performance. The results showed that there was no significant difference in the dressed yield or half-eviscerated yield among four groups at 42 days (p > 0.05), but the eviscerated yield of Group B was markedly decreased compared to that of Groups A and C (p < 0.01; p < 0.05). Moreover, the breast muscle yield was increased in NP diet group compared to LP diet groups (p < 0.01), but a trend in the opposite direction was seen between Group A and Group C in the leg muscle yield (p < 0.01). The edible parts were also compared statistically, and there was no difference between Group A and Group C in the sum of breast and leg muscle yield (edible parts), as shown in Table 2 (p > 0.05).
Organ index and meat quality. The results showed that there was no difference among four groups in the spleen index, bursa of Fabricius index or thymus index (p > 0.05) ( Table 3). There was no significant difference in the meat quality among four groups, as shown in Table 4 (p > 0.05).

Serum chemistry analysis.
The level of serum biochemical parameters is an index that reflects degree of overall health and physical functioning of broilers. There were no significant differences in protein estimations (total protein, albumin and globulin) across groups (p > 0.05) ( Fig. 2A). The results showed that SUN of Groups B and C was significantly lower than that of NP diet group (p < 0.01), similarly, of three LP diet groups (p < 0.01) (Fig. 2B). Table 1. Effects of different doses of MHA-Zn in low-protein diets on growth performance of broilers. a,b Values in the same row with different superscripts are significantly different (p < 0.05). Group A, normal diet (110 mg/kg MHA-Zn); Group B, low-protein diet (70 mg/kg MHA-Zn); Group C, low-protein diet (90 mg/kg MHA-Zn); Group D, low-protein diet (110 mg/kg MHA-Zn). FCR, feed conversion ratio. www.nature.com/scientificreports/ and ileum tissue were collected from broilers fed low-protein diets with MHA-Zn (90 mg/kg) and normal diets (110 mg/kg MHA-Zn) to analyze cecum microbiota and expression level of genes related to ileal absorption.
ASV analysis of cecum flora. Sequence reads from the cecal metagenome were generated with highthroughput sequencing technology and subjected to quality control. A total of 510,450 sequences were generated from 8 cecal samples (4 samples from Groups A and C) after noisy sequences were discarded according to the   www.nature.com/scientificreports/ minimum sequencing depth. As expected, the sequencing depth was 95% of the minimum sample sequence size in these samples (Table 5), thus the data were suitable for the following analysis. The number of valid sequences in all amplicon sequence variants (ASVs) was clustered with 100% agreement. Total 7344 ASVs were obtained from 8 samples, with 49 shared ASVs between two groups (Fig. 4A).
Alpha and beta diversity analysis. Rarefaction curves showed that sequencing depth was sufficient to cover biodiversity of samples, with curves approaching a plateau, and all samples reached desired level for this experiment (Fig. 4B). Alpha diversity analysis can indicate richness and diversity of species communities. The overall alpha diversity values (Chao1 index, Shannon, Simpson and Observed species) did not differ between two groups (Fig. 4C). Beta diversity analysis of broilers cecal microbiota compared composition of microbial communities among different samples. The principal coordinate analysis (PCoA) was calculated on weighted UniFrac distance, and findings indicated that bacterial communities in the cecal samples of Group A and Group C were not different ( Fig. 4D,E).

Discussion
This study was conducted to investigate the impact of dietary supplementation with MHA-Zn at different concentrations in an LP diet on the growth-related performance and intestinal flora of broilers. It was reported in the literature that feeding poultry with reduced dietary CP content resulted in reduced performance and affected physiological markers 26,27 , but there were no significant ramifications for poultry health as long as the reduction in dietary CP content was less than 3% [8][9][10] . In this experiment, the CP level in treatment group was less than 1.5% lower than that in control group according to Technical Specification of Jilin Province Local Standard Broiler LP Diet (DB22/T 3207-2020). Additionally, a level of 110 mg/kg of Zn was provided in control group diet according to standardized management manuals of broilers 28 , which ensured that maximal performance was reached 11 . In the preliminary experiments, supplementation of MHA-Zn (90 mg/kg) in a low-protein diet significantly increased broilers growth performance. Except for the first two weeks, FCR in Group C (90 mg/ kg MHA-Zn) was the closest to that in control group. This was consistent with the reports by Bueno et al. 29 and Jahanian et al. 30 , who also suggested that supplementation with organic zinc (zinc acetate dihydrate, Zn-lysine chelate and MHA-Zn) significantly improved intake of feed and feed efficiency of broilers.
Considered an important performance indicator, ATTD is important for animal health and development. The higher digestion and absorption efficiency of feed, the more beneficial it is to animal growth 31 . When nutrient level of diet was changed, it had a significant impact on animals' ATTD. This study revealed that supplementation of broilers with MHA-Zn (90 mg/kg) in a low-protein diet significantly increased ATTD and improved feed utilization. This was consistent with the findings of Yang et al. 32 , who found that reducing dietary protein levels can improve apparent digestibility of DM and CP. It was believed that increasing CP digestibility improved protein deposition in broilers, thus increasing proportion of edible parts with higher protein content. Additionally, villus height and crypt depth are two common indices used to assess broilers intestinal integrity. Increased villus height indicates increased surface area for nutrient absorption, whereas increased crypt depth indicates rapid tissue turnover, which is typically associated with decreased nutrient digestion and absorption capacity 33 . In this study, the group provided MHA-Zn (90 mg/kg) had a significantly increased ileal villus height www.nature.com/scientificreports/ and decreased crypt depth in ileum compared with other groups. It was speculated that this may be one of the reasons for increased ATTD. Meat quality is an important indicator for evaluating carcass yield and quality, which has significant implications for economic benefits of poultry industry. Poultry meat is an important animal product for human nutrition. The highest quality parts of broiler carcasses are breast and leg muscle, which contain high levels of protein, fat, and collagen 2 . Therefore, poultry breast and leg muscle yield (edible part) are the most indicative of meat quality. The results showed that dressed yield did not vary significantly among all groups (p > 0.05).
These observations were consistent with the findings of others 29,34,35 . There were no significant differences in the sum of breast and leg muscle yield between broilers fed LP diet with MHA-Zn (90 mg/kg) and those fed NP diet, indicating that addition of 90 mg/kg MHA-Zn to LP diet did not reduce the proportion of edible part of broilers despite a reduction in feed intake. Thus, the addition of MHA-Zn (90 mg/kg) in LP diet could improve economic benefits of broilers production. Results in the study are consistent with findings of Zakaria et al. 36 and Saenmahayak et al. 37 , and the level of Zn content had no significant effect on quality parameters of meat, such as pH, meat color, cooking loss and water holding capacity. Contrary results have been found in some studies 16,38 , it has been speculated that the causes for above differences may be age of broilers and rearing environments.
The immune organ index and serum biochemical indices are indicators of immune status and overall nutritional state of poultry. The results showed no significant differences in main evaluation indices in any group after measurement in the study, indicating that LP diet with MHA-Zn at doses employed did not cause immune system damage. This was in line with the findings of other studies 39 . Different findings were reported for other studies, which found that compared with inorganic Zn, zinc-methionine can significantly improve thymus index of poultry during feeding period 40 . This difference might have been caused by the use of different raw materials in feed formulation. It has been reported that SUN is a direct measure of total nitrogen excretion and is main nitrogen-containing substance resulting from protein decomposition 6,7 . The experimental results clearly showed that SUN levels in the MHA-Zn (70 mg/kg)-added group and MHA-Zn (90 mg/kg)-added group were www.nature.com/scientificreports/ significantly lower than those in other groups. These results revealed that an appropriate MHA-Zn content (≤ 90 mg/kg) was necessary to reduce NOx emissions. The gut microbiome plays an important role in maintaining gut health, normal physiological functions, and productivity of poultry. This study was conducted to explore effects on cecal microbial communities when broilers were fed a normal diet and LP diet (90 mg/kg MHA-Zn). It has been previously shown that Firmicutes and Bacteroidetes phylum are two major phyla of mammalian gut bacteria 41 , which was consistent with the results of present study. Some reports have found that Lactobacillus, Butyricoccus, Oscillospira, Ruminococcus and Phascolarctobacterium are ubiquitous microflora present in intestinal tract of various animals. A high relative abundance of Lactobacillus, Butyricoccus, Oscillospira and Phascolarctobacterium has been observed in cecal microbiota of broilers. These bacteria can produce butyrate by fermenting CF, and Butyricoccus is among the greatest producers of short-chain fatty acid (SCFA) butyrate [42][43][44] . Butyrate can serve as an energy source to intestine epithelium, attenuate intestinal inflammation, improve intestinal barrier function and restrict propagation of pathogens 45 . These bacteria can also reduce the discharge of nitrogen emissions into environment as well as increase nutrient digestibility 46 . In addition, Ruminococcus is one of the oldest intestinal bacteria and plays an important role in metabolism; it obtains nutrients primarily by decomposing cellulose, a major component of CF in host digestive system 47 . These are considered to be factors in increased digestibility of CF. In present study, the addition of MHA-Zn (90 mg/kg) to LP diet significantly enriched the abundances of beneficial bacteria Lactobacillus, Butyricoccus, Oscillospira, Ruminococcus and Phascolarctobacterium in cecum of broilers compared with control group at ASV level. It is speculated that increased abundances of Lactobacillus, Butyricoccus, Oscillospira, Ruminococcus and Phascolarctobacterium in Group C may also be related to the increase in intestinal V/C, which promotes digestion and absorption of nutrients.
Many studies have delved into digestion and absorption genes to explore the mechanisms of digestion and absorption in animals. Research has shown that ileum is the main site of nutrient digestion and absorption in broilers 48 . Therefore, the experiment investigated expression of PepT1, SGLT1, MCT4 and MCT1 in broilers ileum. Since dietary proteins are absorbed as dipeptides and tripeptides rather than free amino acids in small intestine, PepT1, which is responsible for intestinal absorption of small peptides, is important nutritionally 49 . The sodium-glucose cotransporter SGLT1 is primarily responsible for glucose uptake 50 , and glucose is mainly a product of NFE. As a result, SGLT1 is closely related to NFE absorption. Monocarboxylate transporter MCT1 and MCT4 are H + -coupled transporters that mediate SCFA influx from lumen and efflux into blood 51 , while SCFAs are produced through CF fermentation. Moreover, MCT1 and MCT4 can improve absorption of small-molecule nutrients. They are beneficial for the absorption of nutrients. In this study, the expression of PepT1, SGLT1, MCT4 and MCT1 in broilers ileum was significantly increased in MHA-Zn (90 mg/kg)-added group (p < 0.05). It is supposed that this may be the reason for higher DM, CP and NFE digestibility in Group C than in control group. These results were consistent with those of previous studies showing that upregulation of expression of PepT1, SGLT1, MCT4 and MCT1 improved nutrient digestibility 49,52-54 .

Conclusions
These results suggest that the addition of MHA-Zn (90 mg/kg) improved production performance and meat quality of broilers fed an LP diet, reaching a level close to that of broilers fed an NP diet while reducing feed costs and nitrogen excretion. The addition of 90 mg/kg MHA-Zn to the LP diet improved apparent nutrient digestibility, intestinal histomorphology, beneficial flora of cecum and gene expression related to ileal absorption.

Materials and methods
Experimental design and diets. Broilers were provided by Jilin Dexiang Animal Husbandry Co., Ltd. All experimental protocols were approved by the College of Animal Science of Jilin University Ethics Committee (SY202107101). All methods were performed in accordance with the relevant guidelines and regulations. All methods used in this study are reported in accordance with ARRIVE guidelines.
A total of 216 one-day-old mixed-sex Arbor Acres (AA) broilers were randomly allotted to 4 groups consisting of 3 replicates with 18 broilers per replicate, and the groups were carried out until day 42. There was no significant difference in starting weight among these groups. All broilers were raised flat on iron nets in the same environment. Broilers were given access to feed and water ad libitum and provided routine immunization 55 . The temperature in the chicken house was kept at 33 °C for first week and then gradually reduced by 3 °C per week to a final temperature of approximately 26 °C, and ambient humidity was controlled at 50-70%. Throughout the experiment, broilers were exposed to light for 23 h per day.
The experimental broilers were grouped as shown in Table 6. The broilers in control group were fed a basic diet, whereas those in test groups were fed diets in which CP was reduced by 1.5% following the Technical www.nature.com/scientificreports/ Specification of Jilin Province Local Standard Broiler LP Diet (DB22/T 3207-2020). Novus International Trading Company provided the MHA-Zn that was added to the diet (Shanghai, China). The basal diet was formulated according to NRC (1994) recommendations (Table 7).
Sample collection and preparation. At day 39, one broiler was selected from each replicate for singlecage rearing to collect excreta for a four-day period to evaluate ATTD. The fresh excreta per cage was weighed once a day and frozen at − 20 °C for further analysis. At day 42, six broilers whose weights were close to average weight of the group were selected randomly from each treatment group (two broilers per replicate pen). Then, all 24 broilers were weighed and sacrificed by exsanguination, and 5 mL of blood was collected in a centrifuge tube. All immune organs (thymus, spleen, and bursa of Fabricius) were collected from the broilers and immediately weighed. Approximately 3 cm of the ileum was isolated and washed with saline solution (0.9% NaCl). For morphological measurements, the middle 2 cm of ileum was collected intact and fixed in 4% paraformaldehyde. Samples (0.5 cm) were collected from both ends of the central slice, placed in a centrifuge tube with RNAstore (Trans, Beijing, China), and stored at − 80 °C for qRT-PCR analysis. The contents of each broiler cecum were aseptically collected in frozen storage tubes, quickly packed in dry ice, and sent out for analysis of the composition of gut bacterial communities. At the end of experiment, slaughter performance was measured and calculated according to poultry production performance terms and metric statistics method.
Measurements of growth performance. The body weight and feed intake of broilers were recorded once a week during experiment. On day 42, the weekly FCR was calculated. www.nature.com/scientificreports/ Apparent total tract digestibility of nutrient. Four days of excreta and feed intake per cage of broilers were recorded and pooled in replicates for further analysis. They were analyzed for DM, CP, EE, CF, crude ash, and NFE according to AOAC procedures and as described by previous studies 56,57 . Measurements of slaughter performance. Slaughter performance, including dressed yield (%), halfeviscerated yield (%), eviscerated yield (%), breast muscle yield (%), leg muscle yield (%), and sum of breast and leg muscle yield (%), was measured and calculated according to the poultry production performance terms and metric statistics method 58 . Dressed weight is the weight of poultry after bloodletting, removal of feathers, foot cuticle, toe shell and beak shell. Half-eviscerated weight is the weight of a carcass minus its trachea, esophagus, crop, intestine, spleen, pancreas, gall bladder, reproductive organs, stomach contents, and keratin. Eviscerated weight is taken as half-eviscerated weight minus the weight of heart, liver, muscle stomach, glandular stomach, abdominal fat, head, and foot.
Determination of organ index. The spleen index, bursa of Fabricius index and thymus index of broilers were calculated as follows 59 : Measurements of meat quality. Broilers were fed experimental diets until 42 days, after which left breast muscle was collected for the meat quality analysis. Meat quality was evaluated based on pH, meat color, cooking loss and water loss. The specific operations are as follows: the meat color and pH of breast muscle samples were assessed at three different sites using a carcass color tester (OPTO-STAR, Beijing Bulader Technology Development Co., Ltd., Denmark, Germany) and a portable pH meter (pH-STAR, Beijing Bulader Technology Development Co., Ltd., Denmark, Germany). The pH meter was calibrated using standard buffer solutions of pH 4.0 and 7.0. Cooking loss and water loss were measured as described by Ni et al. 60  Determination of serum physiological parameters. After allowing the blood to stand at room temperature until completely coagulated, it was centrifuged at 4000 r/min for 15 min at 4 °C. The serum was then pipetted using a micropipette into 1.5 mL centrifuge tubes and stored at − 20 °C. The serum biochemical indices were measured using commercial kits (Meikang Biotechnology, Ningbo, China) and an automatic biochemical analyzer (MS-880B, Medicalsystem Biotechnology Co., Ltd, China), and the indices measured included serum total protein (μg/μL), albumin (μg/μL), globulin (μg/μL), and urea nitrogen content (μg/μL).
Determination of ileal histomorphology. The broiler ileal tissues were fixed with 4% paraformaldehyde, embedded in paraffin and cut into 5 μm sections. Tissues were stained with hematoxylin and eosin (HE) after deparaffinization (Changchun Xavier Biotechnology Co. Changchun, China). Under a light microscope (X 40 magnification) with the Slide Viewer (version 2.5.0; 3DHISTECH Ltd., Budapest, Hungary) image-analyzing system, villus height (μm) and crypt depth (μm) were measured, and V/C was calculated 61 .
ATTD (%) = 100 × (Nutrient in feed − Nutrient in excreta)/Nutrient in feed Dressed yield (%) = 100 × dressed weight (g) body weight (g) Half -eviscerated yield (%) = 100 × half -eviscerated weight (g) body weight (g) Eviscerated yield (%) = 100 × eviscerated weight (g) body weight (g) Breast muscle yield (%) = 100 × breast muscle weight (g) eviscerated weight (g) Leg muscle yield (%) = 100 × leg muscle weight (g) eviscerated weight (g) Organ Index (%) = 100 × Organ weight (g) body weight (g)  62 . The sequencing results were analyzed based on ASVs 63 . Briefly, raw sequence data were demultiplexed using the demux plugin followed by primer cutting with cutadapt plugin 64 . Sequences were then quality filtered, denoised, and merged and chimera were removed using the DADA2 plugin 65 . Sequence data analyses were mainly performed using QIIME2 and R packages (v3.2.0). ASV-level alpha diversity indices, such as Chao1 richness estimator, Observed species index, Shannon diversity index, and Simpson index, were calculated using the ASV table in QIIME2 and visualized as box plots. Beta diversity analysis was performed based on weighted UniFrac distance matrices and displayed by PCoA. Taxa abundances at the ASV level were statistically compared among samples or groups and visualized as Manhattan plots using an R script and metagenomeSeq package (based on frequency of ASV in two groups ≥ 0.3).
RNA extraction and real-time quantitative polymerase chain reaction. The mRNA expression levels of PepT1, SGLT1, MCT4 and MCT1 genes in ileal tissue were quantified by real-time quantitative PCR. β-Actin was used as a reference gene for normalization. Additional information on the primers used in this study is shown in Table 8  Data analysis. Statistical analyses were performed by one-way analysis of variance, and gene expression data were analyzed by t test using SPSS 26.0 software (SPSS, Inc., Chicago, IL, USA). Histograms were made using GraphPad Prism 8 software (San Diego, CA, USA). QIIME2 and R (v3.2.0) were primarily used to analyze gut microbiota sequence data. The results are presented as the mean ± SD. Significant differences at p < 0.05, 0.01 and 0.001 are indicated as *, ** and ***, respectively.

Data availability
The datasets generated and/or analyzed during the current study are available in the NCBI sequence read archive under the Accession Number PRJNA953756.