1. Introduction
Ginger protease (also known as Zingibain, EC3.4.22.67) is a plant protease from the ginger rhizome,
Zingiber Officinale Roscoe, first reported by Thompson et al. [
1]. It is considered as a green and safe food additive for industrial applications, including wine clarification, milk curdling [
2], and meat tenderization [
3]. Furthermore, many studies have shown that ginger protease-degraded collagen hydrolysate (GDCH) can be used as a functional food for patients with obesity [
4], osteoporosis [
5], gastrointestinal dysfunction [
6], and type 2 diabetes [
7].
In addition to ginger protease, other enzymes such as alkaline protease, bromelain, and pepsin are commonly used to hydrolyze gelatin and study the activity of their hydrolysates. Several studies have indicated that hydrolysates obtained using ginger protease exhibited higher degree of hydrolysis (DH) or antioxidative activity compared with those obtained using bromelain [
8] and pepsin-pancreatin [
9]. However, few studies have considered comparing the in vivo absorption of different hydrolysates after oral ingestion, which may be closely related to the actual effect of collagen peptides in vivo. Hyp, a characteristic amino acid of collagen, is often used to quantify the absorption and dynamic changes after oral intake of hydrolysates [
10,
11]. Furthermore, it is reasonable to evaluate the in vivo absorption by the dynamic changes of Hyp after oral administration as Hyp is one of the amino acids closest to the regression curve between the increased amount in plasma and its content in gelatin among all amino acids [
12,
13]. Therefore, a comprehensive analysis may be a better way to compare the efficiency of different enzymatic hydrolysates in vitro and in vivo.
Moreover, it has been shown that the cleavage sites of enzymes affect the amino acid sequences and antioxidative properties of the hydrolysates [
14,
15]. Therefore, it is of great significance to identify the cleavage site of ginger protease. In 1994, Yongjun Duan first revealed that ginger protease showed preference for cleavage at Pro peptide bonds by using dipeptide specificity mapping [
16]. In 1999, this hydrolysis specificity was confirmed by a kinetic analysis of 20 tripeptide substrates as k
cat/K
m values for substrates with P
2 Pro were 100–3000 times greater than those with other amino acids at P
2 [
17]. Then, Kim et al. investigated the cleavage site of ginger protease to hydrolyze fluorescent proline-containing substrates, and the results also revealed that ginger protease preferentially cleaved peptide bonds with Pro at the P
2 position. Recently, Taga et al. confirmed that ginger protease can recognize Hyp at the P
2 position due to the substantial production of X-Hyp-Gly tripeptides [
18]. However, in the above reports, only a few dipeptides or tripeptides were studied as substrates to speculate the hydrolysis site of ginger protease. Due to the lack of comprehensive identification of the peptides in the hydrolysates and therefore the insufficient understanding of the components in the samples, there is a possibility of false positive results. Liquid chromatography/tandem mass spectrometry (LC-MS) technology has been successfully applied in the rapid determination of cleavage site of numerous proteases, characterized by both high sensitivity and high selectivity [
19,
20]. Therefore, we intend to identify the peptides in GDCH by LC-MS, and then determine the hydrolysis site of ginger protease.
Based on the above analysis, the objectives of this study were to compare the properties of hydrolysate obtained from fish skin gelatin using ginger protease with those produced using pepsin, alkaline protease, and bromelain. In addition, the hydrolysis site of ginger protease was first identified based on the amino acids at the P
2 position of peptides (>4 amino acids) in the GDCH by nano liquid chromatography coupled with electrospray ionization tandem mass spectrometry (nano LC-ESI-MS/MS). The flowchart of the study is presented in
Figure 1.
3. Discussion
Commercial enzymes such as alkaline protease, bromelain, and pepsin are commonly used in daily life, while the commercial value of ginger protease has yet to be developed. In an attempt to illustrate the hydrolysis effects of different enzymes, a comparison between ginger protease and other proteases in hydrolyzing fish skin gelatin was performed in vitro and in vivo. In vitro studies showed that GDCH exhibited the highest DH and DPPH radical scavenging activity. The possible reasons for the excellent antioxidant activity of GDCH are as follows. First, GDCH has the highest DH, and previous studies have found that the DH can exert considerable impact on the antioxidative activity of the resulting hydrolysates [
23,
24]. Second, the proportion of peptides with a MW below 1000 Da in the GDCH was 72.86%, and a previous study showed that peptides within this mass range exhibited higher antioxidant activity [
9]. Third, the antioxidative activity of GDCH might be partly due to the high content (42.19%) of dipeptides and tripeptides, which have been shown to play a crucial role in antioxidative activity [
25]. Fourth, some peptides in GDCH (
Table 3 and
Table S1) contain some characteristic amino acids, such as Leu, Hyp, Val, Gly, Pro, and Tyr, which can significantly increase the antioxidant activity of polypeptide sequences [
26,
27,
28]. Based on the above analysis, GDCH is expected to be a promising natural antioxidant to prevent the oxidative process in vivo, and research has confirmed that GDCH can induce glutathione synthesis to protect against hydrogen peroxide-induced intestinal oxidative stress via the Pept1-p62-Nrf2 cascade [
6].
Although the hydrolysis effects of ginger protease and other proteases have been compared in vitro studies, the variation of their oral absorption in vivo has not been explored. The diversity in amino acid composition and peptide sequences in collagen peptides may have an effect on the in vivo absorption [
10]. The oral administration experiments showed that the GDCH was more efficiently absorbed by the gastrointestinal tract than hydrolysates obtained using pepsin, alkaline protease, and bromelain. This can be attributed to the following reasons. First, our results showed that GDCH was rich in dipeptides and tripeptides (42.19%), while previous studies have demonstrated that dipeptides and tripeptides can be absorbed intact in bioactive forms via oligopeptide transporter 1 (Pept1) on the intestinal brush border membrane [
29]. Second, the independent transport systems of oligopeptides and free amino acids help to reduce the inhibition of absorption due to the competition between free amino acids for common absorption sites, which facilitates the functional effects of peptides as soon as possible. The existing research found that oligopeptides were absorbed and utilized more efficiently than free amino acids mainly because of their different transport systems [
30,
31]. Third, the molecular weight is an essential factor reflecting the degree of protein hydrolysis and is closely correlated with the efficiency of absorption and utilization in the body [
10,
32]. Thus, the high content of low-MW oligopeptides in the GDCH might contribute to the high bioavailability.
The conventional view is that protein must be degraded into amino acids before being absorbed and transported by small intestinal mucosal cells. However, recent studies have revealed that orally administered collagen hydrolysates are not entirely degraded to free amino acids and can be partially absorbed in the digestive tract as dipeptides and tripeptides in intact forms [
11,
33]. In this study, the results showed that GDCH was not entirely degraded to free amino acids and can be partially absorbed as dipeptides and tripeptides, such as Pro-Hyp, Gly-Pro-Hyp, and X-Hyp-Gly tripeptides. Interestingly, the Pro-Hyp and Pro-Hyp-Gly, not detected in GDCH, were identified in plasma after oral administration of the GDCH. It has been reported that Gly-Pro-Hyp-Gly can be partly absorbed as Pro-Hyp and Pro-Hyp-Gly by the gastrointestinal digestion [
18]. Meanwhile, the Gly-pro-hyp can be degraded to Pro-hyp by the gastrointestinal tract [
32]. Notably, several Hyp-containing peptides were identified in the blood, including Pro-Hyp, Hyp-Gly, and X-Hyp-Gly tripeptides, which were shown to be highly resistant to the degradation action of peptidases in plasma [
11,
18,
34,
35,
36]. Moreover, studies have shown that these dipeptides and tripeptides were absorbed by the digestive tract after oral hydrolysates being transported to bloodstream and peripheral tissues [
32,
37,
38] and excreted in the urine [
39], suggesting the significant health benefits of GDCH in vivo.
The GDCH was rich in Gly-Pro-Y, Z-Pro-Gly, X-Hyp-Gly, Hyp-Gly, and Gly-Pro-Hyp-Gly. However, neither Pro-Hyp nor Gly-Pro-Hyp was identified, indicating that ginger protease cannot cleave Gly-Pro and Hyp-Gly bonds, which is in agreement with previous studies [
9,
18]. Furthermore, recent studies have reported that Gly-Pro-Y tripeptides (5%;
w/w) were produced simultaneously with X-Hyp-Gly tripeptides up to 2.5% (
w/w) using ginger protease. Furthermore, recent research has revealed that these specific active collagen oligopeptides exhibit a wide variety of physiological activities, including angiotensin-converting enzyme inhibitory activity [
40], stimulation of the growth of skin fibroblasts [
41], promotion of osteoblast differentiation [
5], and prevention of intestinal oxidative stress [
6]. Moreover, ginger protease’s unique substrate specificity for Hyp at the P
2 position allows for the efficient production of X-Hyp-Gly-type tripeptides, which are basically undetectable in commercially available collagen peptides [
5,
18]. In addition, the Hyp-containing cyclic dipeptides, obtained from X-Hyp-Gly tripeptides by heating, were more efficiently absorbed into the blood [
42]. Therefore, hydrolysate obtained by ginger protease can be considered as a potential source of bioactive peptides with a wide range of bioactivities and further studies are needed to explore its biological activity.
The hydrolysis site of ginger protease was determined based on the amino acids at the P
2 position from 136 identified peptides. Meanwhile, the amino acid sequence of collagen characterized by repeating Gly-Xaa-Yaa triplet [
43] can be observed in the 136 identified peptides. Another novel finding was that ginger protease can recognize Ala at the P
2 position. Because of its hydrolysis specificity, ginger protease can be a promising tool for protein sequencing and identifying stable structural domains in proteins.
In addition, short peptides have shown great potential in the field of biomedical sciences. The relatively short peptides (di-, tri-, and tetra-peptides) can self-assemble into ordered nanostructures, such as nanotubes and fibrillar gels, which can be applied to drug delivery, tissue engineering, diagnostics, biosensing, and drug development [
44,
45]. Cell penetrating peptides are short peptides (<30 amino acids long) that can be used as a carrier for therapeutic agents, proteins, and SiRNA because of the ability to penetrate cellular lipid bilayers [
46,
47,
48]. Small amino acid-derivatives that bind nucleic acids provide support for their further development as gene delivery agents [
49,
50]. Therefore, considering the potential bioactivity peptides screened by Peptide Ranker, more in-depth research should be conducted in the future to comprehensively explore their applications.
4. Materials and Methods
4.1. Material
Fish skin gelatin from tilapia (
Oreochromis mossambicus) was purchased from Shanghai Xinxi Biotechnology Co. (Shanghai, China). The analysis certificate of gelatin was shown in
Supplementary Table S2. Three proteases (pepsin, alkaline protease, and bromelain) were provided by Nanning Pangbo Bioengineering Co. (Nanjing, China). Additionally, trifluoroacetic acid (TFA), acetonitrile (LC-MS grade), trichloroacetic acid (TCA), sodium tetraborate, β-mercaptoethanol, 2,2-diphenyl-1-picrylhydrazyl (DPPH), sodium dodecyl sulfate (SDS), o-pthaldehyde (OPA), and dithiothreitol (DTT) were obtained from Sigma-Aldrich (St Louis, MO, USA). Ginger rhizomes were purchased from a local supermarket. The synthesized peptides (purity ≥ 98%) were obtained from Nanjing Peptide Biotech (Nanjing, China). Other reagents were of analytical grade or better.
4.2. Animal Experiment Ethics
Male SD rats (250−300 g) were supplied by SPF Biotechnology. (Beijing, China). All animal studies were carried out in compliance with the Guidelines for Care and Use of Laboratory Animals of Beijing University of Chinese Medicine and approved by the Animal Ethics Committee of the Centre of Experimental Animal, Beijing, China. (approval Nos. BUCM-4-2021122801-4116).
4.3. Preparation of Ginger Protease
Ginger protease was extracted using a methodology previously described with slight modifications [
51]. Briefly, ginger rhizomes were homogenized in 2 volumes (
w/
v) of chilled 20 mM phosphate buffer, pH 7.2, containing 10 mM cysteine and 5 mM EDTA. Then, ginger protease was precipitated by ammonium sulfate (20% to 60% saturation) and dialyzed (using dialysis tubing with a cutoff of 8000–14,000 Da) for 24 h. After dialysis, ginger protease was lyophilized and stored at −20 °C. Finally, the activity of ginger protease was determined at 280 nm by measuring TCA-soluble peptides released from casein [
52].
4.4. Preparation of Gelatin Hydrolysates
Alkaline protease, pepsin, bromelain, and ginger protease were used to hydrolyze gelatin under optimal conditions as shown in
Table 7. First, the fish skin gelatin was dissolved in deionized water to obtain a 50 g/L gelatin solution. Then, the pH was adjusted with 1 mol/L NaOH or 1 mol/L HCl. The reaction was terminated by inactivating the enzymes in a boiling water bath for 5 min. After that, the mixture was centrifuged at 8000×
g for 15 min. Supernatants were lyophilized by freeze-drying. The hydrolysates (HP, HA, HB, and GDCH) resulted from the hydrolysis of fish skin gelatin by pepsin, alkaline protease, bromelain, and ginger protease.
4.5. Degree of Hydrolysis Assay
The degree of hydrolysis (DH) was analyzed by modifying the OPA method proposed previously by Nielsen et al. [
53]. In brief, serial dilutions of a known concentration of serine were used to establish a standard curve. Results were calculated as follows: DH (%) = (h/h
tot) × 100%, where h
tot is the total number of peptide bonds per protein equivalent and h is the number of hydrolyzed bonds.
4.6. DPPH Radical Scavenging Activity
The DPPH experiment was performed according to a previously described methodology with some modifications [
54]. Briefly, 1 mL of 0.1 mM DPPH in ethanol was added to an equal sample volume. Then, the mixture was incubated in the dark for 30 min at room temperature and the absorbance was measured at 517 nm. Results were calculated as follows: DPPH radical scavenging activity (%) = [1− (A
sample − A
o)/(A
control − A
o)] × 100%, where A
o was the absorbance without DPPH and A
sample and A
control were the absorbance of sample with DPPH and control without sample.
4.7. Oral Administration of Gelatin and the Hydrolysates (HP, HA, HB, and GDCH) in Rats
Hyp, a characteristic amino acid of collagen, is often used to quantify the absorption and dynamic changes of collagen peptides [
10,
11]. Therefore, the bioavailability was indirectly evaluated by the Hyp bioavailability after oral administration in rats [
12,
13]. After one week of acclimatization, the rats were randomly divided into five groups (
n = 6 animals/group): gelatin Group, HA Group, HB Group, HP Group, and GDCH Group. Equal doses (2.4 g/kg body weight) were dissolved in distilled water to be orally administered to rats. Blood samples were collected from the orbital venous plexus before (0 h) and 0.5, 1, 2, 4, and 8 h after administration. Plasma was prepared by centrifugation of the blood at 860×
g for 5 min at 4 °C and stored at −80 °C until analysis. The total Hyp dynamics in plasma were determined using a hydroxyproline assay kit (Jiangsu Kaiji Biotechnology Co., Nanjing, China).
4.8. Molecular Weight Distribution
The molecular weight distribution of GDCH was determined by a TSKGel G2000 SWXL (5 μm, 7.8 × 300 mm, TOSOH). Briefly, the sample (10 μL aliquot) was eluted with the mobile phase (45% aqueous acetonitrile solution containing 0.1% trifluoroacetic acid, v/v) at a flow rate of 0.4 mL/min. The elution was performed at 220 nm and 30 °C. A molecular weight calibration curve was obtained from the following standards: glycine trimer (189 Da), Gly-Gly-Tyr-Arg (451 Da), bacitracin (1423 Da), aprotinin (6512 Da), and cytochrome C (12,384 Da). The analysis was performed using ProminenceTM GPC System (Shimadzu, Kyoto, Japan).
4.9. Identification of Dipeptides and Tripeptides in Plasma after Intake of GDCH
Plasma was collected after 1 h from the orbital venous plexus and centrifuged (860× g, 5 min). Then the sample was deproteinized by the addition of three volumes of 100% ethanol and the supernatant was centrifuged at 14,000× g for 10 min at 4 °C. Finally, after filtration by a 3 K ultrafiltration membrane, 6 μL was injected into the LC-MS/MS system.
4.10. Identification of Dipeptides and Tripeptides by LC-MS/MS
LC-MS/MS was used to identify dipeptides and tripeptides in the plasma and GDCH. The LC was performed with the Vanquish UHPLC system (Thermo Fisher Scientific, Waltham, MA, USA) with an ACQUITY UPLC HSS T3 column (Waters, MA, USA). LC conditions used in this study were previously described [
32,
33]: binary gradient elution was performed with eluents A (0.01% (
v/
v) TFA) and eluents B (acetonitrile). The gradient profile with the following proportions (
v/
v) of acetonitrile was applied (0 min, 0%), (4 min, 0%), (9 min, 25%), (9.01 min, 80%), (10 min, 80%), (13 min, 0%), and (17 min, 0%). The flow rate was 0.3 mL min
−1. A Thermo Scientific Q Exactive Plus Orbitrap LC-MS/MS System (Thermo Fisher Scientific, Waltham, MA, USA) was used with electrospray ionization (ESI) in the positive. Full scan mass spectral data were acquired from
m/z 50 to 750. Capillary temperature, 320 °C; aux gas heater temperature, 400 °C; and spray voltage, 3.5 kV.
4.11. Peptide Identification and Sequencing by Nano LC-ESI-MS/MS
The GDCH was subjected to nano-LC-ESI-Q-Orbitrap-MS/MS for the determination of peptides profiles. The analysis conditions were as follows: Pre-column: Acclaim PepMap RPLC C18 300 μm × 5 mm (5μm, 100 Å; Thermo Scientific, San Jose, CA, USA); analytical column: Acclaim PepMap RPLC C18 150 μm × 150 mm (1.9 μm, 100 Å; Thermo Scientific, San Jose, CA, USA); mobile phase: (A) 2% acetonitrile with 0.1% formic acid and (B) 80% acetonitrile with 0.1% formic acid. The gradient profile with the following proportions (v/v) of mobile phase B was applied (0 min, 0%), (2 min, 8%), (45 min, 28%), (55 min, 40%), (56 min, 95%), and (66 min, 95%). The flow rate was 600 nL/min. Q ExactiveTM mass spectrometer ((ThermoFisher Scientific, San Jose, CA, USA) was operated in data-dependent acquisition (DDA) mode. The MS parameters used were: resolution, 70,000; (AGC) target, 3 × 106; maximum injection time, 40 ms; and scan range, 100–2000 m/z. The MS/MS parameters used were: resolution, 17,500; (AGC) target, 1 × 105; maximum injection time, 60 ms; TopN, 20; and normalized collision energy (NCE), 27. The sample was repeated twice, and the peptides duplicated in the two results were considered valid data for analysis.
PEAKS studio version 10.6 (Bioinformatics Solutions Inc., Waterloo, ON, Canada) was used for data analysis. The search parameters were as follows: uniprot database, (
www.uniprot.org, accessed on 10 July 2022); species,
Oreochromis mossambicus (tilapia); fixed modifications, Carbamidomethylation: + 57.0215; variable modifications, Met(oxidation): + 15.99, Carbamoylation: + 43.01, Pro(hydroxylation): + 15.99, peptide N-term(acetylation): + 42.01, Asn and Gln(deamidation)NQ: 0.98; enzyme, no enzyme; maximum missed cleavages, 3; peptide mass tolerance, 20 ppm; fragment mass tolerance, 0.05 Da; mass values, monoisotopic. The peptides identified met a false discovery rate (FDR) ≤1% and a score >20.
4.12. Screening of Bioactive Peptides Using Bioinformatics Analysis
4.13. Statistical Analysis
All the experiments were carried out at least in triplicate. The data were presented as mean ± standard deviation (SD). Data were subjected to analysis of variance (ANOVA), and mean comparison was performed using Duncan’s multiple range tests (SPSS, Version 22.0, IBM Inc., Chicago, IL, USA). Significant differences were defined at p < 0.05. The area under the curve (AUC) was analyzed using software GraphPad version 8.4.0 (USACO Corporation, Tokyo, Japan).