Skip to main content

ORIGINAL RESEARCH article

Front. Nutr., 06 July 2023
Sec. Nutrition and Food Science Technology
This article is part of the Research Topic Animal- and Plant-Derived Proteins and Peptides: Valorization, Structure-Function Relationships, Engineering and Nutritional Merit View all articles

Development, characterization and in vivo zinc absorption capacity of a novel soy meal hydrolysate-zinc complexes

Rongxin Wang&#x;Rongxin WangMeijun Ye&#x;Meijun YeSuyin ZhuSuyin ZhuQingzhu Zeng
Qingzhu Zeng*Yang Yuan
Yang Yuan*
  • School of Chemistry and Chemical Engineering, Guangzhou University, Guangzhou, China

Background: Zinc is an essential trace element for the human body. Recently, a novel Zn-binding peptide, Lys-Tyr-Lys-Arg-Gln-Arg-Trp (PP), was purified and identified from soy protein hydrolysates with high Zn-binding capacity (83.21 ± 2.65%) by our previous study. The preparation of soy meal hydrolysates (SMHs)-Zn complexes is convenient and low-cost, while PP (Lys-Tyr-Lys-Arg-Gln-Arg-Trp)-Zn complexes have a higher coordination rate but a relatively high cost. The aim of this study was to investigate the effect of soy meal hydrolysates (SMHs)-Zn complexes on zinc absorption in mice model, and synthetic soy peptide (PP)-Zn complexes with high Zn-binding capacity were used as control. Firstly, SMHs were prepared by enzymolysis, and the PP (Lys-Tyr-Lys-Arg-Gln-Arg-Trp) were synthesized based on previous studies. The binding mechanism of soy hydrolysates and zinc was analyzed by spectral analysis. Furthermore, the cytotoxicity of the SMHs-Zn complexes was also studied using the CCK-8 method. The effect of zinc absorption was evaluated based on Zn content, total protein and albumin content, relevant enzyme system, and the PeT1 and ZnT1 mRNA expression levels.

Result: The result showed that zinc was bound with carboxyl oxygen and amino nitrogen atoms on SMHs, with hydrophobic and electrostatic interactions as auxiliary stabilizing forces. SMHs-Zn were proved to have great solubility and a small particle size at different pH values, and it showed a beneficial effect on Caco-2 cells growth. Moreover, it was proved that SMHs-Zn and PP-Zn could increase the levels of zinc and the activity of Zn-related enzymes in mice. SMHs-Zn possessed higher PepT1 and ZnT1 mRNA expression levels than PP-Zn in the small intestine.

Conclusion: SMHs-Zn with a lower Zn-binding capacity had similar effects on zinc absorption in mice as PP-Zn, suggesting that the bioavailability of peptide-zinc complexes in mice was not completely dependent on their Zn-binding capacity, but may also be related to the amino acid composition.

1. Introduction

Zinc ion (Zn), an essential trace element, is well recognized as a key component of cell growth, protein synthesis, and enzymatic and metabolic processes in the human body (1, 2). It also plays an important role in the immune system, protecting the cellular components of organisms from oxidative damage (3). Additionally, zinc deficiency can cause serious health problems, including growth retardation, cognitive impairment, loss of appetite, and immune dysfunction (4). However, traditional Zn supplements (inorganic Zn mineral salts such as ZnSO4) are not suitable for long-term intake. Because it is easy to form an insoluble complex with phytic acid and dietary fiber in vivo and exhibited low bioavailability (5).

Recent studies found that peptide-Zn complexes were more easily absorbed by the small intestine due to their high Zn solubility under specific pH conditions and had better bioavailability than traditional Zn supplements (6). Food-derived peptides are the most commonly used way to prepare peptide-Zn complexes, which are easily obtained, low-cost, and have significant bioavailability (7). The investigation showed that mung bean peptide, oyster peptide, pollock peptide, and tilapia peptide had been used to complex with Zn, and the binding mechanism and in vitro digestion were characterized (811). It was found that peptide-Zn complexes could increase the solubility of Zn in simulated gastrointestinal digestion and then improve the bioavailability of Zn in vitro (9). To improve the binding ability of Zn, the purified peptides with high Zn-binding capacity were always isolated from food-derived protein hydrolysates (12). Nevertheless, it has not been confirmed whether purified peptide-Zn complexes are more bioavailable than hydrolysate-Zn complexes. Plainly, to narrow this knowledge gap, the investigations about the effect of soy meal hydrolysates (SMHs)-Zn complexes on zinc absorption in vivo and synthetic soy peptide (PP)-Zn complexes used as a control in vivo are highly needed.

Defatted soy meal is the high-protein solid residue after oil extraction from soy and can be an important resource for obtaining high-quality protein due to its rich nutritional value. The resource of soy meal is extremely rich in China, but it is mainly used in the feed industry with relatively low utilization and economic efficiency because it is partly denatured and could not be absorbed effectively by the human body (13). After soy meal is hydrolyzed, however, it has certain functional properties such as antioxidant activity and anti-exercise-fatigue effect (13, 14). In previous studies, a series of value-added hydrolysate products were developed from soybean meal (15). Researchers had also focused on the improved bioavailability due to the formation of the peptide in soy meal hydrolysates (16, 17). Using soy meal hydrolysates-Zn complexes is a green and efficient method to enhance dietary zinc bioavailability and is worth exploring in depth (5). Recently, a novel Zn-binding peptide, Lys-Tyr-Lys-Arg-Gln-Arg-Trp (KYKRQRW), was purified and identified from soy protein hydrolysates by our previous study (12).

The study aimed to study the effect of soy meal hydrolysates (SMHs)-Zn complexes on zinc absorption in mice model. And synthetic soy peptide (PP)-Zn complexes with high Zn-binding capacity (83.21 ± 2.65%) based on previous studies were synthesized and used as a control (12). Firstly, the Ultraviolet spectrum (UV), Fourier transform infrared spectroscopy (FTIR), Fluorescence spectrophotometer, Dynamic light scattering (DLS), Scanning electron microscope (SEM), and energy dispersion spectrum (EDS) were applied to characterize the formation mechanism and the cytotoxicity of SMHs-Zn complexes were studied using the CCK-8 method (Caco-2 cells). Furthermore, the absorption efficiencies of SMHs-Zn complexes and PP-Zn complexes were compared in mice, and the absorption mechanism of samples in the small intestine and its effects on the growth and related enzyme systems of mice were investigated. Biochemical kits were used to determine the related enzyme activity in mice. The qPCR was employed to measure the mRNA expression levels of PepT1 and ZnT1 in the small intestine. Meanwhile, the absorption mechanism of the complexes in the small intestine was also discussed.

2. Materials and methods

2.1. Materials

Soy meal (Shandong Yuwang Industrial Co. LTD, China), PP (KYKRQRW) was synthesized by Qiangyao Biological Technology Co., Ltd. Alcalase, papain, and neutral protease were obtained from Novozymes Biotechnology Co., LTD. Caco-2 cells (TCHu146) were purchased from Cells bank, Shanghai Chinese Academy of Sciences, CCK8 was obtained from MedChemExpress, Shanghai. All chemical reagents were analytically pure. Kunming male mice (KM) were obtained from the Animal Experiment Center of Guangdong University of Chinese Medicine. Zinc deficiency feed was purchased from Nantong Tuofei Feed Technology Co. LTD. Biochemical kits were purchased from Nanjing Jiancheng Biotechnology Co. LTD, China.

2.2. Preparation of SMHs

Soy meal solution (10%, w/v) was incubated in a 55°C water bath, and the pH was adjusted to 8. Alcalase, neutral protease, and papain (E/S = 1:50) were added, respectively. The hydrolysate was boiled for 15 min after equilibrating for 8 h. Finally, the cooling hydrolysate was centrifuged at 8800 g, and the supernatant was filtered by an ultrafiltration membrane (3KD MW) to obtain SMHs. The filtered liquid was dialyzed for 12 h with a 100 Da dialysis tube to remove salts. The residual liquid was finally freeze-dried for further use.

2.3. Preparation of SMHs-Zn complexes

The preparation of SMHs-Zn was based on previous studies with some modifications (18). SMHs powder was dissolved in distilled water at a concentration of 2 mg/mL, with the ZnSO4 added at different mass ratios (4:1–10:1). The mixture was then incubated at different temperatures (35–75°C) for 30–120 min under stirring. After equilibration, the mixture was centrifuged at 8,800 g for 15 min, and the supernatant was collected and dialyzed for 12 h using a 100 Da dialysis bag. The residual liquid was finally concentrated by rotary evaporation and freeze-dried.

2.4. Determination of Zn content

SMHs-Zn (0.5 g) powder was digested by H2NO3 (50%) solution using a digestion furnace (HYP-3, Shanghai). A colorimetric assay was applied to determine the Zn-binding capacity of peptides with 5-Br-PADAP as a color agent, referring to a previous study (19). The Zn content of SMHs-Zn (C0) and SMHs (C1) was measured at 556 nm. SMHs were used as the control.

The Zn (1 mg/ml) standard solution was used for the standard curve. It was proved that the results showed no difference with ICP-MS. The Zn-binding capacity was calculated as:

Znbinding capacity%=C0C1mass of the substrate×100

2.5. Characterization of SMHs-Zn complexes

2.5.1. UV spectrum analysis

The SMHs and SMHs-Zn powders were dissolved in deionized water at 0.1 mg/mL. A UV spectrophotometer (UV2600, Shimadzu Co., Ltd., Japan) was employed to determine the UV spectrum.

2.5.2. FTIR assay

The spectra of different samples were recorded by FTIR instrument (Bruker Corporation, Germany). The SMHs and SMHs-Zn samples (1 mg) were blended with KBr powder and then pressed into a thin film and scanned in the range of 400–4,000 cm−1.

2.5.3. Fluorescence spectroscopy

A fluorescence spectrophotometer (F-7000; Japan) was employed to investigate the secondary structure changes of the SMHs after binding with Zn ions. SMHs-Zn were prepared at different concentrations of Zn (10, 8, 6, 4, 2, and 0 mmol/L). Under the wavelength scanning model, SMHs-Zn samples were scanned at 280 nm of excitation wavelength and 300–480 nm of emission wavelength (20).

2.5.4. Surface hydrophobicity

ANS (8-anilino-1-naphthalenesulfonic acid) fluorescence probe method was used for determination. The sample was diluted to different concentrations (0.2–1 mg/mL) with phosphate buffer solution (10 mM, pH 7.0). Then, 40 μL ANS solution (8.0 mM) was mixed with 3 mL diluted sample solution, and the fluorescence intensity was measured by fluorescence spectrometer (F-7000; Japan). The excitation wavelength was 360 nm, and the emission wavelength was 515 nm. Both the excitation and emission slits were 5.0 nm. The slope (S0)was used as an index of protein hydrophobicity.

2.5.5. Morphology and element composition (SEM-EDS)

The morphology of SMHs and SMHs-Zn was observed by a JSM-7001F field emission scanning electron microscope (JEOL Co., Ltd., Japan). SMHs and SMHs-Zn powders were placed on the conductive tape which was fixed on a copper stage and then coated with gold and observed by SEM at a 15 kV accelerating potential.

2.5.6. Solubility and dynamic light scattering of Zn at different pH values

The Zn solubility of the SMHs-Zn and ZnSO4 was measured by the previous method with some modifications (9). The SMHs-Zn and ZnSO4 samples were dissolved in citric acid phosphate buffers at pH 2.5–8.5 at 1 mg/mL, respectively. Incubated in a shaker at 25°C for 60 min, the Zn content of the supernatant was determined after centrifuging at 8000 g. And the supernatant was further analyzed with a Nano-ZS90 (Malvern Instruments Ltd., United Kingdom). The Zn solubility was calculated as:

Znsolubility(%)=Znin supernatantInitialZncontent×100

2.5.7. CCK-8 assay

The Caco-2 cells is a human-cloned colonic adenocarcinoma cells that resembles differentiated small intestinal epithelial cells in structure and function. It was applied to investigate the toxicity of SMHs-Zn to the small intestine in this study. The CCK-8 assay was used to observe the proliferation of the cells according to previous publications with some modifications (10). Normal saline was used as a blank control.

2.6. Animal experiments

2.6.1. Method of administration

All animal experiments followed the guidelines of EU Directive 2010/63/EU for animal experiments and were approved by the Guangzhou University of Traditional Chinese Medicine, China (Approval Number: SYXK (Guangdong) 2018–0034). Ninety healthy male Kunming mice 6 weeks of age (about 20–25 g) were randomly divided into nine groups. After a 2-week adaptation period, the blank group was treated with deionized water, and four groups underwent supplementation with SMHs-Zn-L (1.74 mg Zn/kg body weight), PP-Zn-L (1.74 mg Zn/kg body weight) and SMHs-Zn-H (6.96 mg Zn/kg body weight) and PP-Zn-H (6.96 mg Zn/kg body weight). The other four groups were administered with SMHs (consistent dose with SMHs-Zn-H), PP (consistent dose with PP-Zn-H), ZnSO4 (6.96 mg Zn/kg body weight), and zinc gluconate (6.96 mg Zn/kg body weight) as the controls. The dose of Zn was selected according to animal standards (GB14924.3–2010). All groups were fed with a zinc-deficiency diet (mice were given the AIN-93 recommendation diet, containing 1 ppm zinc) and deionized water freely, intragastric administration for 21 days. The body weight was recorded (3 d/cycle).

After the period of administration, the mice were killed by intraperitoneal injection of sodium pentobarbital solution, and the blood, liver, kidneys, pancreas, thymus, and testis were collected. Whole blood was placed at 25°C for 30 min before centrifugation (3,300 g), and the serum (50 μL) was collected and stored at −80°C with other organs for further study. Organs were weighted and treated with a tissue homogenizer, and the small intestine contents were dried and weighed for further use.

2.6.2. Quantification of Zn in the serum, liver, and the small intestine contents

Zn levels in the serum, liver, and small intestine contents were measured by the zinc concentration detection kit (Shanghai Hengyuan Biotechnology Co., LTD) to observe the Zn absorption and metabolism in mice.

2.6.3. Biochemical assays

All the Biochemical indicators were measured following the kit instructions (Shanghai Hengyuan Biotechnology Co., LTD). Including levels of superoxide dismutase (SOD) and malondialdehyde (MDA) of liver, SOD, alkaline phosphatase (AKP), and the total protein (TP) and albumin in serum.

2.6.4. qPCR assay

The mRNA expression levels of PepT1 (Slc15a1) and ZnT1 (Slc30a1) are responsive to the peptide complexes and Zn under physiologically relevant conditions and reflect the absorption of peptide and Zn in the small intestinal epithelial cells (21, 22). In this study, qPCR was conducted with the SYBR Green method using a real-time fluorescence quantitative PCR instrument (CFX96, bio-rad, United States). The mRNA expression levels of PepT1 and ZnT1 were determined with β-actin as an endogenous control.

2.7. Statistical analysis

All experiments were conducted in triplicate and data obtained were analyzed by single factor ANOVA test with an SPSS 26.0 software (IBM), p<0.05. Origin 8.0 was used for the Figures. Bio-Rad CFX Manager was use for qPCR analysis.

3. Results and discussion

3.1. The formation of SMHs and SMHs-Zn complexes

The degree of hydrolysis (DH) plays an important role in the metal binding ability of the peptides obtained from food proteins (23). Based on the results of the previous study (20), in order to improve the hydrolysis of soy meal to obtain more Zn complexing sites, Alcalase, neutral protease, and papain were used. From Supplementary Figure S1, the hydrolysis degrees of soy meal was 29.04%, higher than in previous studies (24).

The amino acid composition of SMHs and PP was shown in Supplementary Tables S1,2. According to previous studies, amino acids can produce electrostatic interaction or coordination reactions with metal ions, including Asp, Ser, Glu, His, Lys, and Arg (6). We found that the total value of these amino acids reached 49.81% in soybean peptides, which to some extent determined the binding ability of the peptide zinc. The metal-binding amino acid in PP reached 53.73%, and the Zn-binding capacity in PP-Zn was 83.21%, higher than that of SMHs-Zn, which may be related to various factors. The factors affecting the metal binding ability was not only the amino acid composition and content of peptide but also the metal-binding amino acid sequence and position, their varying binding strengths, configuration, and other factors (25). For example, the same number of metal-binding amino acids in Glu-Pro-Ser-His (Glu, Ser, and His) as that in Asn-Ser-Met (Asn, Met, and Ser), they did not exhibit the same Zn-binding capacity (26). One explanation for this might be that Asn and Met are stronger chelators than Glu and His, and another explanation could be the position of Asn in the peptide Asn-Ser-Met (26).

During the complexation process, it was observed that the temperature, pH, reaction time, and mass ratios of SMHs and Zn had great influences on the Zn-binding rate of SMHs-Zn, Supplementary Figures S2A–D. While SMHs and ZnSO4 were mixed at 65°C, pH 5.0–6.0, 90 min, and a mass ratio of 4:1, resulting in a higher binding capacity (12.45 ± 0.46%).

3.2. The binding mechanism of SMHs-Zn complexes

3.2.1. UV spectrum

UV spectroscopy assay was employed to investigate the formation mode of SMHs-Zn complexes. As shown in Figure 1A, the maximum absorption peaks at 187 nm were red-shifted to 191 nm after binding with Zn. The binding of organic ligands and metal ions induced the shifting or enhancement of absorbance peaks, which might be caused by the relevant valence electron transition (8). When the absorption peak of the protein was enhanced, it could be considered that Zn entered the hydrophobic cavity of the peptide, leading to the extension of the peptide chain with the exposure of the chromogenic groups and the improvement of hydrophobicity (Figure 1C).

FIGURE 1
www.frontiersin.org

Figure 1. UV spectrum of the SMHs and SMHs-Zn (A), FTIR spectra of the SMHs and SMHs-Zn (B), and the hydrophobicity of SMHs and SMHs-Zn (C), Fluorescence spectrum of the SMHs-Zn (D), SEM-EDS observation of the SMHs (E) and SMHs-Zn (F).

3.2.2. FTIR assay

Infrared spectroscopy is a mature characterization method to explore the interaction between peptides and metal ions. As shown in Figure 1B, SMHs exhibited typical amide band peaks; the peak at 1640.525 cm−1 was caused by C=O, C-N stretching (Amide I and II), blue-shifted to 1590.569 cm−1 indicative of C=O, C-N involved in the binding of Zn (11). The peak that appeared at 3405.468 cm−1 was caused by -NH and -COOH on the side chain; it was blue-shifted to 3361.167 cm−1 because -N could form coordination bonds with Zn ions by providing electron pairs, hydrogen bonds were replaced by Zn-N bonds, and -COOH possessed a negative charge that was likely to bind with cationic Zn (23). The absorption peaks at 620.22 cm−1 was the amine IV band, and the red-shift to 543.05 cm−1 was caused by the increase in the electron cloud density of the O=C-NH bond and the decrease in the electron cloud density of the -NH bond (27). All this evidence indicated that Zn was bound with carboxyl oxygen and amino nitrogen atoms on SMHs, bridged by Zn-O and Zn-N bonds.

3.2.3. Analysis of endogenous fluorescence spectra

By analyzing the position and intensity changes of the absorption peaks of these groups, we can understand the changes in the spatial structure of peptides (28). As shown in Figure 1D, with the increase in Zn content, the fluorescence intensity of SMHs-Zn increased gradually due to the changes in the microenvironment of fluorescent groups. It was worth noting that the fluorescence increasing was the most significant at 0–2 mmol/L and reached saturation at 10 mmol/L, consistent with the results in Supplementary Figure S2. The chelation rate was highest when the mass ratio of SMHs to Zn was 4:1. A previous study found that amino acids such as Asp., Ser, Glu, His, Lys, and Arg had strong metal-binding capacity (6). When Zn was added to peptides, the binding effect changed the structure of the peptides and exposed the fluorophores (Tyr and Phe), leading to an increase in fluorescence intensity. Based on this evidence, it was speculated that the Zn-binding effect induced the folding of the SMHs and changed the fluorescence energy transfer (29).

3.2.4. SEM-EDS assays

SEM-EDS was used to investigate the morphology and elemental composition of SMHs and SMHs-Zn. As shown in Figure 1E, SMHs exhibited a flake and honeycomb structure, while SMHs-Zn showed a tight and grainy structure with a nanoscale in Figure 1F, indicating that the formation of SMHs-Zn affected the structure of native hydrolysate. In Figures 1E,F, it was observed that SMHs were mainly composed of C and O (13.22 and 86.78%) with 8.70% Zn detected in SMHs-Zn, which indicated that Zn was bound with SMHs.

3.2.5. Zn solubility of SMHs-Zn at different pH values and DLS assay

Zn solubility is an important character to evaluate the absorption efficiency of Zn in the human body. As shown in Figure 2A, all of the samples exhibited high Zn solubility at pH 2.5–5.5, but reduced gradually at pH 6.5–8.5 because of the formation of Zn(OH)2. Although the solubility of SMHs-Zn significantly decreased at pH 7.5, the zinc-releasing percentage was 60.45 ± 0.71%, but it was still significantly higher than ZnSO4 (8.76 ± 0.85%). This is similar to the pH of the human gastrointestinal environment. SMHs-Zn possessed higher Zn solubility (p < 0.05) than ZnSO4 at alkaline conditions, which indicated that Zn was protected by SMHs and improved the bioavailability of zinc in the human gastrointestinal tract.

FIGURE 2
www.frontiersin.org

Figure 2. Zn solubility at pH 2.5–8.5 (A) of the SMHs-Zn and Particle size (B) and Zeta Potential (C) of the SMHs-Zn at pH 2.0–9.0 and Caco-2 cells viability test of the SMHs-Zn (D).

DLS was used to characterize the particle sizes and surface charges of SMHs-Zn at pH 2.0–9.0. As shown in Figure 2B, all samples showed a small particle size (<650 nm) at pH 2.0–9.0 after centrifuging. It revealed that SMHs-Zn had small particle sizes under various pH conditions which might be beneficial for absorption by cells (18). In Figure 2C, SMHs showed negative charges at pH 4.0–9.0 which might be susceptible to electrostatic interaction with Zn. It was observed that the complexation improved the charges of SMHs, because Zn2+ neutralized some negative charges (18).

3.2.6. Cytotoxicity test in vitro

As shown in Figure 2D, all of the samples promoted cell proliferation at low concentrations, which indicated that both SMHs and Zn were beneficial for cells growth. With the increase in Zn content in the samples, the proliferation effect of cells decreased significantly, but presented no toxicity to the cells, only a high concentration of Zinc gluconate inhibited the cells growth. Moreover, compared with organic and inorganic Zn, SMHs, and Zn complexes were suggested to possess better biological activity on cells growth, achieving 180%, with a certain coordination promotion effect. Therefore, it was suggested that food-derived hydrolysate and the Zn complexes possessed high biological activity beneficial to Caco-2 cells (8), for the reason that ZnSO4 was easy to precipitate, and a high content of Zinc gluconate was toxic to cells.

3.3. The effect of SMHs-Zn and PP-Zn complexes on zinc absorption in mice

3.3.1. Effects of Zn-complexes on the growth of mice

The supplemental form of Zn plays an important role in its absorption. The same amount of Zn can have different absorption effects in organism (30). As shown in Figure 3, Zinc deficient mice showed growth retardation; supplementation of different kinds of zinc could improve the growth of mice; and the promotion effects were as follows: PP-Zn-L>SMHs-Zn-L>SMHs-Zn-H, PP-Zn-H, Zinc gluconate>ZnSO4>PP>SMHs>Zinc deficiency. Body weight in PP-Zn-L and SMHs- Zn-L was higher than that of PP-Zn-H and SMHs-Zn-H in mice, which also indicated that the absorption efficiency of the peptide zinc complex is high, and the low dose of zinc intake can meet the normal growth needs of mice. However, PP-Zn-H and SMHs- Zn-H groups did not reduce the activity of AKP and SOD on related enzymes in the serum and organs, and the content of MDA was controlled at a low level (Figures 4AD). This indicated that PP-Zn-H and SMHs-Zn-H did not cause damage to the enzyme system in mice. Previous studies found that both Zn deficiency and high Zn can alter intestinal and absorptive decrease in the feed intake (31, 32). Dietary Zn is an essential mediator of microbial community structure, and both zinc deficiency and excess can cause an imbalance in gut microbial levels (33, 34). This may be one reason why the mice decrease in the body weight. The results showed that PP-Zn and SMHs-Zn could be better absorbed and utilized by mice, and they were better utilized by mice.

FIGURE 3
www.frontiersin.org

Figure 3. Growth curves of mice fed with different Zn supplements.

FIGURE 4
www.frontiersin.org

Figure 4. AKP (A) and SOD (B) activity of the serum, SOD (C) activity and MDA (D) content of the liver.

3.3.2. Zn supplementation of SMHs-Zn and PP-Zn complexes In mice

As shown in Figures 5A,B, the accumulation of Zn in the liver and serum of mice fed the Zn complexes increased significantly with dose dependence, compared with the controls. It revealed that feeding mice with peptide-Zn complexes was more effective in absorption, which was similar to the effect of organic Zn but better than that of inorganic Zn. And there was no significant difference in the free Zn content in small intestine content (Figure 5C), suggesting that peptide-Zn were effectively absorbed. Moreover, mice fed with Zn supplements showed significant high levels of TP and albumin; SMHs-Zn, PP-Zn, and Zinc-gluconate displayed higher contents (Figures 5D,E). The increase in TP and albumin contributed to the absorption and transportation of peptide-Zn complexes, which indicated that peptide-Zn possessed higher bioavailability in the small intestine and needed more proteins for Zn absorption and transportation (1). In general, peptide-Zn complexes had a high solubility and nanoscale size in the small intestine resulting in higher availability than inorganic Zn, as they could be absorbed directly.

FIGURE 5
www.frontiersin.org

Figure 5. Zn content of the serum (A), liver (B) and the small intestine contents (C), and total protein (D) and albumin content of serum (E).

3.3.3. Effects of SMHs-Zn and PP-Zn complexes On related enzymes In The serum and organs

According to Figure 4A, it was observed that the activity of AKP in the serum of the SMHs-Zn and PP-Zn groups were significantly enhanced, compared with the controls. It was reported that AKP was regarded as a Zn (II) metalloenzymes, whose activity was affected by dietary Zn (35). The increase in AKP was beneficial to the growth of mice. Moreover, the SOD activity in the serum and liver (Figures 4B,C) increased significantly, similar to previous studies (36). However, there was no significant dose-dependent enhancement of SOD activity in mice with SMHs-Zn and PP-Zn groups, and there was no significant difference between the effect of the SMHs-Zn and PP-Zn, but the effect was stronger than that of ZnSO4. As for the MDA levels of the liver in Figure 4D, they were similar across all groups, indicating that no oxidative damage occurred in the mice. Yuan et al. found that shrimp fed the zinc amino complexes showed higher antioxidant ability and immunity, as a result of the increased activity of related enzymes in vivo (37). These results revealed that SMHs-Zn and PP-Zn could be more effectively absorbed by the small intestine than organic and inorganic Zn. And the absorbed Zn was further utilized by organs for AKP, SOD, and synthesis or activation, which consisted with the higher serum zinc content in serum and liver. But there were no statistical differences found between the SMHs-Zn and PP-Zn diets, and peptide-Zn complexes did not show a significant dose-dependence effect on enzyme activity.

3.3.4. qPCR assay of PepT1 and ZnT1 on mRNA expression levels

The PepT1, located at the apical side of small intestinal epithelial cells, is a transporter that mediates the transport of peptide complexes. It is the most thoroughly studied and widely used transporters among peptide transporters at present (38). Figure 6A showed the qPCR results of different Zn supplements on the mRNA expression levels of PepT1. Mice fed with SMHs and PP exhibited higher PepT1 mRNA expression levels than ZnSO4 and Zinc gluconate. It seemed that the peptide source stimulated the expression of PepT1, whereas there was no significant difference between PP and SMHs. The SMHs-Zn and PP-Zn complexes might be absorbed by PepT1 as a whole. It was an active transport process that was different from the absorption of ZnSO4, and it increased the digestibility and availability of the complexes. Furthermore, SMHs-Zn possessed notably higher PepT1 mRNA expression levels than the original peptides. It was reported that PepT1 has a better affinity for hydrophobic peptides but is almost unable to bind to dipeptides with two positive charges (39). Furthermore, selected amino acids (leucine and phenylalanine) were shown to control rat PepT1 promoter activity via the amino-acid-responsive element (AARE) localized upstream of the start codon (40). SMHs-Zn had a more abundant amino acid composition after intestinal digestion, which resulted in better PepT1 mRNA expression levels than PP-Zn (41).

FIGURE 6
www.frontiersin.org

Figure 6. The mRNA expression levels of PepT1 (A) and ZnT1 (B) in the small intestine.

It has been shown that the peptide-Zn complexes are absorbed by transporters such as PepT1 through active transport and then released into the blood by ZnT1 (42). To ensure sufficient capacity for the export of Zn into the portal blood and control intracellular Zn levels, the mRNA expression levels of ZnT1 was Zn-dependent (43). It was observed that the ZnT1 mRNA expression levels of the SMHs-Zn, PP-Zn, and Zinc gluconate groups were significantly higher than ZnSO4 and the controls, in Figure 6B. The results directly reflected that the zinc absorption of the complexes was significantly higher than that of zinc sulphate. It was speculated that the inorganic Zn was not stable in the small intestine, which affected its absorption. Conversely, SMHs-Zn and PP-Zn complexes were absorbed effectively, as well as organic Zn through the PePT1 receptor channel, and further released into the blood by ZnT1. In addition, SMHs-Zn with lower Zn-binding capacity had slightly higher mRNA expression levels than PP-Zn. It might be affected by the composition of amino acids; SMHs-Zn complexes contained many types of amino acids, which were utilized as nutrients preferentially by the intestine. In previous studies (4446), it has been found that zinc absorption in the small intestine may be affected by a variety of antagonists, such as phytic acid, iron ions, calcium ions, polyphenols, etc. Peptide-Zn complexes with different amino acids were affected differently by antagonists. Glu-Zn was less affected by absorption inhibitors than Lys-Zn and Met-Zn (47). This may be one of the reasons why the SMHs have a lower Zn-binding capacity than PP-Zn and there is no significant difference in the expression levels of ZnT1 mRNA between them.

4. Conclusion

In our results, Zn was mainly combined with -NH, -COOH, -OH groups of SMHs, with hydrophobic and electrostatic interactions as auxiliary stabilizing forces. SMHs-Zn was proved to have great solubility and small particle size at different pH values and it showed a benefited effect on Caco-2 cells growth. In the animal model experiments, the effect of SMHs-Zn complexes on zinc absorption in mice did not depend on its coordination ability, and the same dosage of hydrolysates-Zn complexes with lower Zn-binding capacity could achieve the same effect of PP-Zn complexes. PP-Zn had better effect on the growth of mice, but the mRNA expression levels of PepT1 and ZnT1 were lower than SMHs-Zn, indicating that it was related to the amino acid composition and properties of the hydrolysate. Furthermore, we established a transport and absorption model of peptide-zinc complexes based on PepT1 and ZnT1 transporters. Firstly, the peptide-Zn complexes were absorbed by the small intestinal epithelial brush cells through PepT1, and then transported to plasma by ZnT1 transporters on the base side, where it binds to albumin in plasma and was transported throughout the body in the form of conjugates for enzyme synthesis. The study can provide information on better understanding the bioavailability and absorption pathways of peptide-Zn complexes and hydrolysate-Zn in vivo.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Ethics statement

The animal study was reviewed and approved by Guangzhou University of Traditional Chinese Medicine.

Author contributions

RW and MY: investigation, data curation, software, and writing— original draft. SZ: supervision. QZ and YY: conceptualization, methodology, supervision, and writing—review and editing. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by Guangdong Provincial key R&D Program (No. 2022B0202030001) and Science and Technology Program of Guangzhou (No. 202201010700) and Open Project Program of China-Canada Joint Lab of Food Nutrition and Health, Beijing Technology and Business University (BTBU) (No. KFKT-ZJ-2107) and Guangzhou Science and Technology Program (No. 201903010108).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fnut.2023.1211609/full#supplementary-material

Abbreviations

SMHs, Soy meal hydrolysates; Zn, Zinc; PP, synthetic soy peptide (Lys-Tyr-Lys-Arg-Gln-Arg-Trap); FTIR, Fourier transform infrared spectroscopy; UV, Ultraviolet–visible; DLS, Dynamic light scattering; SEM-EDS, Scanning Electron Microscope and Energy Dispersion Spectrum; AKP, Alkaline phosphatase; SOD, Superoxide dismutase; TP, Total protein; MDA, Malondialdehyde; qPCR, Quantitative Real-time PCR.

References

1. Duan, M, Li, T, Liu, B, Yin, S, Zang, J, Lv, C, et al. Zinc nutrition and dietary zinc supplements. Crit Rev Food Sci Nutr. (2021) 63:1277–92. doi: 10.1080/10408398.2021.1963664

CrossRef Full Text | Google Scholar

2. Chasapis, CT, Ntoupa, PSA, Spiliopoulou, CA, and Stefanidou, ME. Recent aspects of the effects of zinc on human health. Arch Toxicol. (2020) 94:1443–60. doi: 10.1007/s00204-020-02702-9

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Skrajnowska, D, and Bobrowska-Korczak, B. Role of zinc in immune system and anti-Cancer defense mechanisms. Nutrients. (2019) 11:28, Review. doi: 10.3390/nu11102273

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Prasad, AS. Discovery of human zinc deficiency: its impact on human health and disease. Adv Nutr. (2013) 4:176–90. doi: 10.3945/an.112.003210

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Udechukwu, MC, Collins, SA, and Udenigwe, CC. Prospects of enhancing dietary zinc bioavailability with food-derived zinc-chelating peptides. Food Funct. (2016) 7:4137–44. doi: 10.1039/C6FO00706F

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Zhang, ZR, Zhou, FB, Liu, XL, and Zhao, MM. Particulate nanocomposite from oyster (Crassostrea rivularis) hydrolysates via zinc chelation improves zinc solubility and peptide activity. Food Chem. (2018) 258:269–77. doi: 10.1016/j.foodchem.2018.03.030

CrossRef Full Text | Google Scholar

7. Bleakley, S, and Hayes, M. Algal proteins: extraction, application, and challenges concerning production. Foods. (2017) 6:34. doi: 10.3390/foods6050033

CrossRef Full Text | Google Scholar

8. Fu, TX, Zhang, S, Sheng, YN, Feng, YC, Jiang, YJ, Zhang, YW, et al. Isolation and characterization of zinc-binding peptides from mung bean protein hydrolysates. Eur Food Res Technol. (2020) 246:113–24. doi: 10.1007/s00217-019-03397-8

CrossRef Full Text | Google Scholar

9. Li, JP, Gong, C, Wang, ZY, Gao, RC, Ren, JY, Zhou, XD, et al. Oyster-derived zinc-binding peptide modified by Plastein reaction via zinc chelation promotes the intestinal absorption of zinc. Mar Drugs. (2019) 17:17. doi: 10.3390/md17060341

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Chen, QR, Guo, LD, Du, F, Chen, TJ, Hou, H, and Li, BF. The chelating peptide (GPAGPHGPPG) derived from Alaska Pollock skin enhances calcium, zinc and iron transport in Caco-2 cells. Int J Food Sci Technol. (2017) 52:1283–90. doi: 10.1111/ijfs.13396

CrossRef Full Text | Google Scholar

11. Meng, KK, Chen, L, Xia, GH, and Shen, XR. Effects of zinc sulfate and zinc lactate on the properties of tilapia (Oreochromis Niloticus) skin collagen peptide chelate zinc. Food Chem. (2021) 347:129043. doi: 10.1016/j.foodchem.2021.129043

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Zhu, SY, Zheng, YM, He, S, Su, DX, Nag, ANY, Zeng, QZ, et al. Novel Zn-binding peptide isolated from soy protein hydrolysates: purification, structure, and digestion. J Agric Food Chem. (2021) 69:483–90. doi: 10.1021/acs.jafc.0c05792

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Xu, J, Zhao, QS, Qu, YY, and Ye, F. Antioxidant activity and anti-exercise-fatigue effect of highly denatured soybean meal hydrolysate prepared using neutrase. J Food Sci Technol. (2015) 52:1982–92. doi: 10.1007/s13197-013-1220-7

CrossRef Full Text | Google Scholar

14. Yu, M, He, SD, Tang, MM, Zhang, ZY, Zhu, YS, and Sun, HJ. Antioxidant activity and sensory characteristics of Maillard reaction products derived from different peptide fractions of soybean meal hydrolysate. Food Chem. (2018) 243:249–57. doi: 10.1016/j.foodchem.2017.09.139

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Watchararuji, K, Goto, M, Sasaki, M, and Shotipruk, A. Value-added subcritical water hydrolysate from rice bran and soybean meal. Bioresour Technol. (2008) 99:6207–13. doi: 10.1016/j.biortech.2007.12.021

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Lujan-Rhenals, D, Morawicki, R, Shi, Z, and Ricke, SC. Quantification of nitrogen in the liquid fraction and in vitro assessment of lysine bioavailability in the solid fraction of soybean meal hydrolysates. J Environ Sci Health Part B. (2018) 53:12–7. doi: 10.1080/03601234.2017.1369326

CrossRef Full Text | Google Scholar

17. Munoz, JA, Utterback, PL, and Parsons, CM. Phosphorus digestibility and bioavailability in soybean meal, spray-dried plasma protein, and meat and bone meal determined using different methods. Poult Sci. (2020) 99:4998–5006. doi: 10.1016/j.psj.2020.06.044

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Sun, RN, Liu, XF, Yu, Y, Miao, JK, Leng, KL, and Gao, H. Preparation process optimization, structural characterization and in vitro digestion stability analysis of Antarctic krill (Euphausia superba) peptides-zinc chelate. Food Chem. (2021) 340:7. doi: 10.1016/j.foodchem.2020.128056

CrossRef Full Text | Google Scholar

19. Cheng, XZ, Peng, Y, Shu, J, Zhang, SX, and Zhou, GQ. Spectrophotometric determination of trace zinc in yeast by using 2-(5-Bromo-2-pyridylazo)-5-diethylaminophenol. Asian J Chem. (2013) 25:10457–9. doi: 10.14233/ajchem.2013.15707

CrossRef Full Text | Google Scholar

20. Ye, MJ, Xu, QL, Tang, HY, Jiang, WY, Su, DX, He, S, et al. Development and stability of novel selenium colloidal particles complex with peanut meal peptides. LWT. (2020) 126:9. doi: 10.1016/j.lwt.2020.109280

CrossRef Full Text | Google Scholar

21. Liuzzi, JP, Blanchard, RK, and Cousins, RJ. Differential regulation of zinc transporter 1, 2, and 4 mRNA expression by dietary zinc in rats. J Nutr. (2001) 131:46–52. doi: 10.1093/jn/131.1.46

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Leibach, FH, and Ganapathy, V. Peptide transporters in the intestine and the kidney. Annu Rev Nutr. (1996) 16:99–119. doi: 10.1146/annurev.nu.16.070196.000531

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Sun, N, Cui, PB, Jin, ZQ, Wu, HT, Wang, YX, and Lin, SY. Contributions of molecular size, charge distribution, and specific amino acids to the iron-binding capacity of sea cucumber (Stichopus japonicus) ovum hydrolysates. Food Chem. (2017) 230:627–36. doi: 10.1016/j.foodchem.2017.03.077

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Salazar-Villanea, S, Bruininx, E, Butre, CI, and van der Poel, AFB. Processing temperature and sugar type affect the rate and the extent of proteolysis of a model soy protein isolate system. Anim Feed Sci Technol. (2020) 269:5. doi: 10.1016/j.anifeedsci.2020.114680

CrossRef Full Text | Google Scholar

25. Katimba, HA, Wang, RC, and Cheng, CL. Current findings support the potential use of bioactive peptides in enhancing zinc absorption in humans. Crit Rev Food Sci Nutr. (2021):1–21. doi: 10.1080/10408398.2021.1996328

CrossRef Full Text | Google Scholar

26. Xie, NN, Huang, JJ, Li, B, Cheng, JH, Wang, ZC, Yin, JF, et al. Affinity purification and characterisation of zinc chelating peptides from rapeseed protein hydrolysates: possible contribution of characteristic amino acid residues. Food Chem. (2015) 173:210–7. doi: 10.1016/j.foodchem.2014.10.030

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Lin, JP, Cai, XX, Tang, MR, and Wang, SY. Preparation and evaluation of the chelating nanocomposite fabricated with marine algae Schizochytrium sp protein hydrolysate and calcium. J Agric Food Chem. (2015) 63:9704–14. doi: 10.1021/acs.jafc.5b04001

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Fang, Z, Xu, LZ, Lin, YL, Cai, XX, and Wang, SY. The preservative potential of Octopus scraps peptides - zinc chelate against Staphylococcus aureus: its fabrication, antibacterial activity and action mode. Food Control. (2019) 98:24–33. doi: 10.1016/j.foodcont.2018.11.015

CrossRef Full Text | Google Scholar

29. Godwin, HA, and Berg, JM. A fluorescent zinc probe based on metal-induced peptide folding. J Am Chem Soc. (1996) 118:6514–5. doi: 10.1021/ja961184d

CrossRef Full Text | Google Scholar

30. Nielsen, TS, Engelsmann, MN, Hansen, SV, and Maribo, H. Bioavailability of different zinc sources in pigs 0-3 weeks post-weaning. Animals. (2022) 12:2921. doi: 10.3390/ani12212921

CrossRef Full Text | Google Scholar

31. Chen, LJ, Wang, ZH, Wang, P, Yu, XN, Ding, HX, Wang, ZN, et al. Effect of long-term and short-term imbalanced Zn manipulation on gut microbiota and screening for microbial markers sensitive to zinc status. Microbiol Spectr. (2021) 9:18. doi: 10.1128/Spectrum.00483-21

CrossRef Full Text | Google Scholar

32. Gefeller, EM, Martens, H, Aschenbach, JR, Klingspor, S, Twardziok, S, Wrede, P, et al. Effects of age and zinc supplementation on transport properties in the jejunum of piglets. J Anim Physiol Anim Nutr. (2015) 99:542–52. doi: 10.1111/jpn.12232

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Li, CY, Li, XY, Shen, L, and Ji, HF. Regulatory effects of transition metals supplementation/deficiency on the gut microbiota. Appl Microbiol Biotechnol. (2021) 105:1007–15. doi: 10.1007/s00253-021-11096-2

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Skalny, AV, Aschner, M, Lei, XG, Gritsenko, VA, Santamaria, A, Alekseenko, SI, et al. Gut microbiota as a mediator of essential and toxic effects of zinc in the intestines and other tissues. Int J Mol Sci. (2021) 22:16. doi: 10.3390/ijms222313074

CrossRef Full Text | Google Scholar

35. Li, LL, Gong, YJ, Zhan, HQ, Zheng, YX, and Zou, XT. Effects of dietary Zn-methionine supplementation on the laying performance, egg quality, antioxidant capacity, and serum parameters of laying hens. Poult Sci. (2019) 98:923–31. doi: 10.3382/ps/pey440

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Liu, FF, Azad, MAK, Li, ZH, Li, J, Mo, KB, and Ni, HJ. Zinc supplementation forms influenced zinc absorption and accumulation in piglets. Animals. (2021) 11:11. doi: 10.3390/ani11010036

CrossRef Full Text | Google Scholar

37. Yuan, Y, Luo, JX, Zhu, TT, Jin, M, Jiao, LF, Sun, P, et al. Alteration of growth performance, meat quality, antioxidant and immune capacity of juvenile Litopenaeus vannamei in response to different dietary dosage forms of zinc: comparative advantages of zinc amino acid complex. Aquaculture. (2020) 522:735120. doi: 10.1016/j.aquaculture.2020.735120

CrossRef Full Text | Google Scholar

38. Spanier, B, and Rohm, F. Proton coupled oligopeptide transporter 1 (PepT1) function, regulation, and influence on the intestinal homeostasis. Compr Physiol. (2018) 8:843–69. doi: 10.1002/cphy.c170038

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Xu, QB, Hong, H, Wu, JP, and Yan, XH. Bioavailability of bioactive peptides derived from food proteins across the intestinal epithelial membrane: a review. Trends Food Sci Technol. (2019) 86:399–411. doi: 10.1016/j.tifs.2019.02.050

CrossRef Full Text | Google Scholar

40. Viennois, E, Pujada, A, Zen, J, and Merlin, D. Function, regulation, and pathophysiological relevance of the POT superfamily, specifically PepT1 in inflammatory bowel disease. Compr Physiol. (2018) 8:731–60. doi: 10.1002/cphy.c170032

CrossRef Full Text | Google Scholar

41. Daniel, H. Molecular and integrative physiology of intestinal peptide transport. Annu Rev Physiol. (2004) 66:361–84. doi: 10.1146/annurev.physiol.66.032102.144149

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Maares, M, and Haase, H. A guide to human zinc absorption: general overview and recent advances of in vitro intestinal models. Nutrients. (2020) 12:43. doi: 10.3390/nu12030762

CrossRef Full Text | Google Scholar

43. Hu, Y, Wang, CL, Wu, W, Qu, YC, Zhang, WY, Li, D, et al. Organic zinc with moderate chelation strength enhances zinc absorption in the small intestine and expression of related transporters in the duodenum of broilers. Front Physiol. (2022) 13:12. doi: 10.3389/fphys.2022.952941

CrossRef Full Text | Google Scholar

44. Tang, N, and Skibsted, LH. Zinc bioavailability from Phytate-rich foods and zinc supplements. Modeling the effects of food components with oxygen, nitrogen, and sulfur donor ligands. J Agric Food Chem. (2017) 65:8727–43. doi: 10.1021/acs.jafc.7b02998

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Knez, M, Graham, RD, Welch, RM, and Stangoulis, JCR. New perspectives on the regulation of iron absorption via cellular zinc concentrations in humans. Crit Rev Food Sci Nutr. (2017) 57:2128–43. doi: 10.1080/10408398.2015.1050483

CrossRef Full Text | Google Scholar

46. Kim, EY, Pai, TK, and Han, O. Effect of bioactive dietary polyphenols on zinc transport across the intestinal Caco-2 cell monolayers. J Agric Food Chem. (2011) 59:3606–12. doi: 10.1021/jf104260j

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Sauer, AK, Pfaender, S, Hagmeyer, S, Tarana, L, Mattes, AK, Briel, F, et al. Characterization of zinc amino acid complexes for zinc delivery in vitro using Caco-2 cells and enterocytes from hiPSC. Biometals. (2017) 30:643–61. doi: 10.1007/s10534-017-0033-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: soy protein, zinc absorption, hydrolysate, complexes, mRNA expression levels, Zn-related enzymes

Citation: Wang R, Ye M, Zhu S, Zeng Q and Yuan Y (2023) Development, characterization and in vivo zinc absorption capacity of a novel soy meal hydrolysate-zinc complexes. Front. Nutr. 10:1211609. doi: 10.3389/fnut.2023.1211609

Received: 25 April 2023; Accepted: 19 June 2023;
Published: 06 July 2023.

Edited by:

Jin Guofeng, Beijing Technology and Business University, China

Reviewed by:

Tao Hou, Huazhong Agricultural University, China
Hao Dong, Zhongkai University of Agriculture and Engineering, China

Copyright © 2023 Wang, Ye, Zhu, Zeng and Yuan. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Qingzhu Zeng, gzdxzqz@163.com; Yang Yuan, gzu228yuan@163.com

These authors have contributed equally to this work and share first authorship

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.