Abstract
Food-derived bioactive peptides (FBPs), particularly those with ten or fewer amino acid residues and a molecular weight below 1300 Da, have gained increasing attention for their safe, diverse structures and specific biological activities. The development of FBP-based functional foods and potential medications depends on understanding their structure‒activity relationships (SARs), stability, and bioavailability properties. In this review, we provide an in-depth overview of the roles of FBPs in treating various diseases, including Alzheimer’s disease, hypertension, type 2 diabetes mellitus, liver diseases, and inflammatory bowel diseases, based on the literature from July 2017 to Mar. 2023. Subsequently, attention is directed toward elucidating the associations between the bioactivities and structural characteristics (e.g., molecular weight and the presence of specific amino acids within sequences and compositions) of FBPs. We also discuss in silico approaches for FBP screening and their limitations. Finally, we summarize recent advancements in formulation techniques to improve the bioavailability of FBPs in the food industry, thereby contributing to healthcare applications.
Keywords: Functional foods, Biological compound, In silico prediction, Bioavailability, Oral delivery, Absorption
Abstract
食源性生物活性肽(FBP),特别是那些氨基酸残基少于10个且分子量低于1300 Da的肽,因其安全、多样化的结构和特定的生物活性而受到越来越多的关注。基于FBP的功能性食品和潜在药物的开发取决于对其构效关系(SAR)、稳定性和生物利用度特性的理解。在这篇综述中,我们基于过去五年的文献,深入概述了FBP在治疗各种疾病中的作用,包括阿尔茨海默病、高血压、2型糖尿病、肝病和炎症性肠病。随后,我们聚焦于阐明FBP的生物活性与结构特征(例如分子量、氨基酸序列和组成中特定氨基酸的存在)之间的关联,还讨论了筛选FBP的计算机模拟方法及其局限性。最后,我们总结了剂型技术的最新进展,以提高食品工业中FBP的生物利用度,从而为医疗保健应用做出贡献。
Keywords: 功能性食品, 生物化合物, 计算机预测, 生物利用度, 口服递送, 吸收
1. Introduction
Bioactive peptides (BPs) are usually short chains of 2‒20 natural amino acids. Most BPs with specific physiological functions are typically low in molecular weight. These peptides are encrypted within food proteins. They are usually produced via protein hydrolysis, fermentation, or food processing ( Kang et al., 2022). Peptides with low molecular weight are easier to digest and absorb than larger peptides and intact proteins ( Wang and Li, 2017). Moreover, they are frequently preferred in solid-phase synthesis ( Hamley, 2017). Due to their diverse activities, small food-derived BPs (FBPs) are among the most popular research topics in the field. This review covers FBPs with a molecular weight of less than 1300 Da and no more than ten amino acid residues.
While traditional absorption theory suggests the complete degradation of proteins into free amino acids for absorption, discoveries since the 1960s have shown that proteins can be absorbed by intestinal mucosal cells in the form of peptides following digestion. Various BPs, notably hepatoprotective glutathione ( Masubuchi et al., 2011), antioxidant carnosine ( Vistoli et al., 2012), and anticancer tyroservatide ( Jia et al., 2005), have been incorporated into nonpharmacological therapeutic approaches. Meanwhile, the U.S. Food and Drug Administration (FDA) has approved numerous peptide drugs for medical purposes ( Erak et al., 2018), demonstrating their efficacy in treating metabolic disorders, such as obesity, diabetes, hypertension, infection, and inflammation ( Fosgerau and Hoffmann, 2015).
FBPs exhibit high biological activity and minimal side effects beyond their nutritional value ( Duffuler et al., 2022). However, the current methods for FBP discovery, which depend on structure‒activity relationships (SARs) using in silico approaches combined with bioinformatics and biomolecular simulations, are hindered by a limited understanding of the actual SARs of these peptides ( Gu et al., 2011; Daliri et al., 2017a). Therefore, there is an urgent need to elucidate the explicit relationships between the biological activities and structural characteristics of FBPs.
Although FBPs have potential uses for disease prevention, their bioactivity in vitro does not easily translate into pharmacological effects in vivo due to obstacles such as mucus and digestive enzymes in the gastrointestinal tract (GIT). These factors can disrupt the stability, bioavailability, and oral absorption of BPs ( Sun and Udenigwe, 2020). As oral agents, the palatability of BPs with high oral bioavailability is essential to ensure patient compliance. Ensuring palatability is one of the greatest challenges to consumer acceptance ( Jakubczyk et al., 2020). This review focuses on the potential pharmacological intervention of FBPs in chronic diseases ( Fig. 1) based on the literature from July 2017 to Mar. 2023. To facilitate and broaden the possible applications of FBPs as functional foods and potential medications, we also introduce advanced formulation techniques of FBPs and their application prospects. An in-depth understanding of the biological activities, mechanisms, and obstacles of intestinal absorption will broaden the potential preventive applications of FBPs.
Fig. 1. Illustration of the potential medical applications of food-derived bioactive peptides (FBPs) in various chronic diseases, highlighting their roles in antioxidant defense, oral route tolerance, and gastrointestinal absorption.

2. Bioactivity and preventive potential of FBPs in chronic diseases
Certain FBPs demonstrate antioxidant, antihypertensive, antidiabetic, hepatoprotective, and anti-inflammatory activities, contributing to the multi-preventive potential of FBPs in different chronic diseases. Antioxidant FBPs inhibit reactive oxygen species (ROS) or reactive nitrogen species (RNS). Suppressing the activation of hepatic stellate cells (HSCs) by FBPs is a key strategy for liver protection, as HSC activation leads to liver fibrosis and potentially cirrhosis or even hepatocellular carcinoma. Antihypertensive peptides target mainly angiotensin-converting enzyme (ACE) and renin, while antidiabetic FBPs usually inhibit α-amylase, α-glucosidase, or dipeptidyl peptidase-IV (DPP-IV). Furthermore, anti-inflammatory FBPs act predominantly by suppressing the nuclear factor-κB (NF-κB) or mitogen-activated protein kinase (MAPK) pathway, and anticancer FBPs work by promoting immune defense and apoptosis while inhibiting tumor cell proliferation ( Fig. 2). Using FBPs for pharmacological intervention against chronic diseases offers significant advantages, such as safe sources, low cost, and additional nutritional benefits. Generally, FBPs not only provide essential amino acids but also offer benefits for preventing and treating chronic diseases ( Udenigwe and Aluko, 2012). As novel functional foods, FBPs have become promising sources for drug discovery ( Pavlicevic et al., 2022). However, the preventive or therapeutic use of FBPs is still limited, possibly due to low bioavailability or indirect relationships between administered FBPs and their actual effects, leading to misconceptions and incorrect assumptions regarding their mechanisms of action. This section summarizes the bioactivities of some FBPs in specific chronic diseases, with a particular focus on disease-related mechanisms of action ( Table 1).
Fig. 2. Diagram depicting the biological activities of food-derived bioactive peptides (FBPs) and their therapeutic targets, including their roles in combating oxidative stress, liver fibrosis, hypertension, diabetes, inflammation, and cancer. ACE: angiotensin-converting enzyme; DPP-IV: dipeptidyl peptidase-IV; HSC: hepatic stellate cell; MAPK: mitogen-activated protein kinase; NF-κB: nuclear factor-κB; RNS: reactive nitrogen species; ROS: reactive oxygen species.
Table 1.
Food-derived bioactive peptides with different activities and corresponding mechanisms
| Sequence | Activity | Source | Function | Target | Reference |
|---|---|---|---|---|---|
| Gln-Gln-Arg-Gln-Gln-Gln-Gly-Leu (QQRQQQGL) | Antioxidative | Defatted walnut meal | In vitro: protection on H2O2-injured SH-SY5Y cells | ROS | Sheng et al., 2019 |
| Tyr-Val-Leu-Leu-Pro-Ser-Pro-Lys (YVLLPSPK) | Antioxidative, anti‑Alzheimer | Walnut | In vivo : alleviating learning and memory impairments in scopolamine-treated mice | NRF2/KEAP1/HO-1 pathway | Zhao et al., 2021 |
| Tyr-Trp (YW) | Anti‑Alzheimer | Soybean | In vivo : increasing spatial working memory | Catecholamine synthesis and metabolism | Ichinose et al., 2020 |
| Tyr-Pro (YP) | Anti‑Alzheimer | Soybean | In vivo : increasing working and fear- conditioning memory; enhancing choline acetyltransferase protein expression | Cholinergic neurotransmission pathway | Tanaka et al., 2020 |
|
Lys-Glu-Leu-Glu-Glu-Lys (KELEEK); Arg-Asp-Pro-Glu-Glu-Arg (RDPEER); Leu-Asp-Asp-Asp-Gly-Arg (LDDDGR); Gly-Phe-Ala-Gly-Asp-Asp-Ala-Pro-Arg-Ala (GFAGDDAPRA); Asp-Ala-Ala-Gly-Arg-Leu-Gln-Glu (DAAGRLQE) |
Antioxidative | Watermelon seed | In vitro: cytoprotecting H2O2-injured HepG2 cells | ROS | Wen et al., 2020 |
|
Gln-Met-Asp-Asp-Gln (QMDDQ); Lys-Met-Asp-Asp-Lys (KMDDK); Lys-Met-Asp-Asp-Gln (KMDDQ); Gln-Met-Asp-Asp-Lys (QMDDK); Met-Thr-Thr-Asn-Ile (MTTNI); Met-Thr-Thr-Asn-Leu (MTTNL) |
Antioxidative | Shrimp meat | In vitro: increasing the viability of PC12; inhibiting apoptosis | ROS | Wu et al., 2019 |
|
Arg-Asp-Arg-His-Gln-Lys-Ile-Gly (RDRHQKIG); Thr-Asp-Arg-His-Gln-Lys-Leu-Arg (TDRHQKLR); Met-Asn-Asp-Arg-Val-Asn-Gln-Gly-Glu (MNDRVNQGE); Arg-Glu-Asn-Ile-Asp-Lys-Pro-Ser-Arg-Ala (RENIDKPSRA); Ser-Tyr-Pro-Thr-Glu-Cys-Arg-Met-Arg (SYPTECRMR) |
Antioxidative | Sesame ( Sesamum indicum L .) | In vitro: radical-scavenging effect | ROS | Lu et al., 2019 |
|
Ser-Phe (SF); Gln-Tyr (QY) |
Antioxidative | Moringa oleifera seeds | In vitro: increasing activity of superoxide dismutase and catalase | ROS | Liang et al., 2020 |
|
Tyr-Leu-Val-Asn (YLVN); Glu-Glu-His-Leu-Cys-Phe-Arg (EEHLCFR); Thr-Phe-Tyr (TFY) |
Antioxidative | Pea protein hydrolysates |
In vitro: radical-scavenging effect; In silico: inhibiting the activation of the KEAP1-NRF2 pathway |
ROS | Zhao and Liu, 2023 |
|
Val-Tyr-Pro-Phe-Pro-Gly-Pro-Ile-Pro-Asn (VYPFPGPIPN) |
Antioxidative, anti‑Alzheimer | Brazilian kefir |
In vitro: radical-scavenging effect; In silico: interacting with β-amyloid plaque; neutralizing the negative effects of β-amyloid plaque aggregation |
ROS, β-amyloid plaque | Malta et al., 2022 |
| Se-Met-Pro-Ser (Se-MPS) | Antioxidative | Se-rich brown rice | In vitro: inhibiting lipid peroxidation; transferring hydrogen atom | ROS | Liu KL et al., 2019 |
| Leu-Ile-Val-Gly-Ile-Ile-Arg-Cys-Val (LIVGIIRCV) | Antihypertensive | Beef myofibrillar proteins |
In vitro: ACE inhibitory activity; In vivo: antihypertensive effect in spontaneously hypertensive rats |
ACE | Lee and Hur, 2019 |
|
Leu-Pro-Gly-Pro-Gly-Pro (LPGPGP); Glu-Tyr-Phe-Arg (EYFR) |
Antihypertensive | Channa striatus | In vitro: ACE inhibitory activity | ACE | Ma et al., 2021 |
| Ile-Phe (IF) | Antihypertensive, antioxidative | Potato |
In vitro: ACE inhibitory activity; In vivo: renal-protective effects |
ACE, ROS | Tsai et al., 2020 |
|
Leu-Tyr (LY); Arg-Ala-Leu-Pro (RALP); Gly-His-Ser (GHS) |
Antioxidative, antihypertensive, anti-inflammatory | Rapeseed | In vivo: lipid peroxidation inhibition; inhibiting the secretion of proinflammatory cytokines; improving cell damage; decreasing the systolic blood pressure | ROS, ACE, renin | He et al., 2019a, 2019b |
| Tyr-Val (YV) | Antihypertensive | Ostrich ( Struthio camelus) egg white ovalbumin | In vitro: ACE inhibitory activity | ACE | Khueychai et al., 2018 |
|
Tyr-Ala-Cys-Ser-Val-Arg (YACSVR); Cys-Ala-Glu-Ala-Gly-His (CAEAGH) |
Antidiabetic | Sardine pilchardus | In vitro: DPP-IV inhibitory activity | DPP-IV | Rivero-Pino et al., 2020 |
| Leu-Pro-Leu-Leu-Arg (LPLLR) | Antidiabetic | Walnut | In vitro: promoting glycogen synthesis; improving glucose uptake; suppressing improved glucose uptake; activating IRS-1/PI3K/Akt and AMPK signaling pathway (in insulin resistance HepG2 cell) | α-Glucosidase and α-amylase, IRS-1/ PI3K/Akt and AMPK pathway | Wang et al., 2020 |
|
Gly-Ser-Arg (GSR); Glu-Ala-Lys (EAK) |
Antidiabetic | Soybean |
In vitro: α-glucosidase inhibitory activity; In vivo: hypoglycemic efficacy in mice with alloxan‑induced diabetes |
α-Glucosidase | Jiang et al., 2018 |
|
Gly-Arg-Val-Ser-Asn-Cys-Ala-Ala (GRVSNCAA); Thr-Tyr-Leu-Pro-Val-His (TYLPVH) |
Antihypertensive, antidiabetic | Ruditapes philippinarum |
In vitro: ACE and DPP-IV inhibitory activity; In vivo: promoting NO secretion and reducing ET-1 secretion to lower blood pressure; exerting hypoglycemic activity by increasing the PK and HK levels |
ACE, DPP-IV | Zhang Y et al., 2021 |
| Ile-Pro-Ile-Pro-Ala-Thr-Lys-Thr (IPIPATKT) | Antihypertensive, antidiabetic | Sanhuang chicken |
In vitro: ACE and DPP-IV inhibitory activity; In vivo: promoting NO secretion and reducing ET-1 secretion to lower blood pressure; exerting hypoglycemic activity by increasing the PK and HK levels |
ACE, DPP-IV | Chen et al., 2021 |
|
Asp-Ile-Lys-Thr-Asn-Lys-Pro-Val-Ile-Phe (DIKTNKPVIF) |
Antidiabetic | Potato ( Solanum tuberosum L.) | In vivo: regulating blood glucose; retaining insulin levels; efficient immunomodulatory effects | NF-κB-associated iNOS | Marthandam Asokan et al., 2019 |
|
Leu-Pro-Thr-Gly-Trp-Leu-Met (LPTGWLM); Met-Phe-Glu (MFE); Gly-Pro-Ala-His-Cys-Leu-Leu (GPAHCLL); His-Leu-Pro-Gly-Arg-Gly (HLPGRG); Gln-Asn-Val-Leu-Pro-Leu-His (QNVLPLH); Pro-Leu-Met-Leu-Pro (PLMLP) |
Antidiabetic | Camel and bovine casein | In vitro: α-glucosidase and DPP-IV inhibitory activity | α-Glucosidase, DPP-IV | Mudgil et al., 2021 |
|
Lys-Asp-Leu-Trp-Asp-Asp-Phe-Lys-Gly-Leu (KDLWDDFKGL); Met-Pro-Ser-Lys-Pro-Pro-Leu-Leu (MPSKPPLL) |
Antidiabetic | Camel milk | In vitro: α-amylase inhibitory activity | α-Amylase | Mudgil et al. 2018 |
|
Phe-Pro-Val-Gly (FPVG); Leu-Pro-Val-Leu (LPVL); Val-Pro-Phe-Pro (VPFP); Ile-Pro-Leu (IPL) |
Antidiabetic | Oncorhynchus keta (chum salmon) milt | In vitro: DPP-IV inhibitory activity | DPP-IV | Takahashi et al., 2021 |
|
Tyr-Pro-Leu-Pro (YPLP); Leu-Pro-Tyr-Pro (LPYP) |
Hepatoprotective, antioxidant | Corbicula fluminea | In vitro: radical-scavenging effect; protection on ethanol-injured LO2 cells | ROS, CYP2E1 | Ren et al., 2021 |
| Asp-His-Asn-Asn-Pro-Gln-Ile-Arg (DHNNPQIR) | Hepatoprotective, antioxidant | Rapeseed | In vivo: suppressing fibrosis-associated genes in models of high-fat diet-induced and CCl4-induced liver injury | Cell cycle, ROS | Zhao et al., 2019 |
| Leu-Asp-Ala-Pro-Gly-His-Arg (LDAPGHR) | Anti-inflammatory | Hazelnut | In vitro: inhibiting release of proinflammatory cytokines; inhibiting the NF-κB and MAPK pathway activation | NF-κB and MAPK pathways | Ren et al., 2018 |
| Leu-Ser-Trp (LSW) | Anti-inflammatory | Soybean | In vitro: decreasing phosphorylation of Src, ERK1/2, and nuclear transcription factor p50 | NF-κB pathway | Lin et al., 2017 |
| Tyr-Phe-Tyr-Pro-Gln-Leu (YFYPQL) | Anti-inflammatory, antioxidative | Buffalo casein | In vitro: suppressing the secretion of IFN-γ; promoting the secretion of IL-10 | ROS | Sowmya et al., 2019 |
| Trp-Phe-Asn-Asn-Ala-Gly-Pro (WFNNAGP) | Anti-inflammatory, antioxidative | Tricholoma matsutake | In vivo: inhibiting myeloperoxidase and proinflammatory cytokine expression; protecting the barrier function by promoting the expression of occludin and ZO-1 in the colon | NF-κB pathway | Li et al., 2021 |
|
Gly-Pro-Ala-Gly-Pro-Leu (GPAGPL); Gly-Pro-Pro-Gly-Ala-Pro (GPPGAP) |
Anti-inflammatory | Dry-cured ham | In vitro: inhibiting the secretion of NO, IL-6, and TNF-α in LPS-induced RAW264.7 cells | PI3K/Akt signaling pathway | Fu et al., 2021 |
ACE: angiotensin converting enzyme; Akt: protein kinase B; AMPK: AMP-activated protein kinase; CCl4: carbon tetrachloride; CYP2E1: cytochrome P450 2E1; DPP-IV: dipeptidyl peptidase-IV; EPK1/2: extracellular signal-regulated kinase 1/2; ET-1: endothelin-1; HK: hexokinase; HO-1: heme oxygenase-1; IFN-γ: interferon-γ; IL: interleukin; iNOS: inducible nitric oxide synthase; IRS-1: insulin receptor substrate-1; KEAP1: Kelch-like ECH-associated protein 1; LPS: lipopolysaccharide; MAPK: mitogen-activated protein kinase; NF-κB: nuclear factor-κB; NO: nitric oxide; NRF2: nuclear factor erythroid 2-related factor 2; PI3K: phosphoinositide 3-kinase; PK: pyruvate kinase; ROS: reactive oxygen species; Src: proto-oncogene tyrosine-protein kinase Src; TNF-α: tumor necrosis factor-α; ZO-1: zonula occludens-1.
2.1. Alzheimer’s disease
Alzheimer’s disease (AD) is characterized by the accumulation of amyloid-β (Aβ) peptides, dystrophic neurites, and neurofibrillary tangles ( Martins et al., 2018), which are considered hallmarks of the disease. Despite uncertainties in the pathogenesis of AD, elevated levels of various biomarkers, including lipid peroxidation, 4-hydroxy-2-nonenal, 3-nitrotyrosine, and 8-hydroxy-deoxyguanosine, have been found in AD brains, indicating oxidative or nitrosative damage ( di Domenico et al., 2017). Research thus points to oxidative stress as a crucial factor in the pathogenesis and development of AD ( Butterfield and Boyd-Kimball, 2018; Butterfield and Halliwell, 2019).
Oxidative stress refers to the disequilibrium between the production of ROS/RNS and the efficacy of antioxidant defense. The ROS group includes superoxide, hydroxyl radicals, hydrogen peroxide (H2O2), and singlet oxygen and consists of highly reactive molecules/radicals formed through O2 oxidation. These species are integral to cellular metabolism under aerobic conditions and play a significant role in cellular signaling pathways ( Jakubczyk et al., 2020). Therefore, antioxidant supplements have been suggested as potential pharmacological interventions to mitigate AD progression by neutralizing excess ROS and RNS ( Butterfield and Halliwell, 2019).
FBPs exhibit antioxidant characteristics ( He et al., 2019a; Lu et al., 2019; Qu et al., 2020), including radical-scavenging effects, metal chelation, inhibition of lipid oxidation, and ferric-reducing capability, thereby effectively scavenging ROS. Some enzymatic hydrolysates obtained from walnut and soybean proteins exhibited memory-enhancing effects in animal models ( Katayama et al., 2021). Tyr-Val-Leu-Leu-Pro-Ser-Pro-Lys (YVLLPSPK), derived from walnut, increases spatial learning memory ability, suppresses oxidative stress and mitochondrial damage, and activates phosphatase and tensin homolog (PTEN)-induced putative kinase 1 (PINK1) via the nuclear factor erythroid 2-related factor 2 (NRF2)/Kelch-like ECH-associated protein 1 (KEAP1)/heme oxygenase-1 (HO-1) pathway ( Zhao et al., 2021). The brain-transportable soy dipeptides, Tyr-Trp (YW) ( Ichinose et al., 2020) and Tyr-Pro (YP) ( Tanaka et al., 2020), alleviate amyloid beta peptide (25‒35 residues)-induced memory impairment in mice. In cellular model tests, recent research has indicated that the defatted walnut meal hydrolysate-derived peptide Gln-Gln-Arg-Gln-Gln-Gln-Gly-Leu (QQRQQQGL) exhibits potent antioxidant activity by neutralizing hydroxyl radicals and eliminating ROS to protect SH-SY5Y cells from H2O2-induced oxidative stress-induced harm ( Sheng et al., 2019). Purified watermelon seed protein hydrolysates, Asp-Ala-Ala-Gly-Arg-Leu-Gln-Glu (DAAGRLQE), Arg-Asp-Pro-Glu-Glu-Arg (RDPEER), Gly-Phe-Ala-Gly-Asp-Asp-Ala-Pro-Arg-Ala (GFAGDDAPRA), Leu-Asp-Asp-Asp-Gly-Arg (LDDDGR), and Lys-Glu-Leu-Glu-Glu-Lys (KELEEK), also protect against H2O2-induced cell damage ( Wen et al., 2020). Molecular docking results demonstrated that Tyr-Leu-Val-Asn (YLVN), Glu-Glu-His-Leu-Cys-Phe-Arg (EEHLCFR), and Thr-Phe-Tyr (TFY) derived from pea protein hydrolysates might inhibit the activation of the KEAP1-NRF2 pathway by occupying the KEAP1-NRF2-binding site ( Zhao and Liu, 2023). Another major source, animal meat, contains peptides such as Gln-Met-Asp-Asp-Gln (QMDDQ), Lys-Met-Asp-Asp-Lys (KMDDK), Lys-Met-Asp-Asp-Gln (KMDDQ), Gln-Met-Asp-Asp-Lys (QMDDK), Met-Thr-Thr-Asn-Ile (MTTNI), and Met-Thr-Thr-Asn-Leu (MTTNL) found in shrimp meat, which shield PC12 cells from oxidative damage through the inhibition of the apoptotic pathway ( Wu et al., 2019). Val-Tyr-Pro-Phe-Pro-Gly-Pro-Ile-Pro-Asn (VYPFPGPIPN), screened in the “milk and bovine” database, was observed to interact with amyloid plaques based on molecular docking analysis ( Malta et al., 2022). The consequent conformational changes might reduce the toxicity of β-amyloid plaques and therefore attenuate the effects of AD. Overall, ROS scavengers demonstrate the potential for augmenting antioxidant defense.
2.2. Hypertension
Hypertension is a prominent risk factor for heart disease and stroke, with its prevalence escalating rapidly, especially in East Asia, Southeast Asia, South Asia, and Oceania ( NCD Risk Factor Collaboration, 2017). Several physiological systems regulate blood pressure, including the renin-angiotensin system (RAS), renin-angiotensin-aldosterone system (RAAS), kallikrein-kinin system (KKS), and nitric oxide system (NOS), with renin and ACE playing critical roles ( Daliri et al., 2017b). ACE promotes the conversion of angiotensin I (Ang-I) to Ang-II, which negatively impacts vasodilation, leading to sustained vasoconstriction and limiting blood pressure reduction by degrading the antihypertensive agent bradykinin ( Wu et al., 2017). Furthermore, excessive accumulation of Ang-II retards vasodilation and contributes to increased blood pressure. Renin initiates the conversion of angiotensinogen to Ang-I, marking the first and rate-limiting step in the RAS. Chymotrypsin can bypass the typical ACE pathway by facilitating the conversion of Ang-I to Ang-II, thus directly inhibiting renin, offering a greater potent antihypertensive effect than ACE inhibition ( Wu et al., 2017).
Some FBPs with antihypertensive potential have greater tissue affinity and fewer side effects than chemically synthesized antihypertensive drugs ( Daliri et al., 2017b; Duffuler et al., 2022). Milk is the most abundant source of antihypertensive BPs ( Kaur et al., 2021), such as the well-known antihypertensive peptides Val-Pro-Pro (VPP) and Ile-Pro-Pro (IPP) ( Li et al., 2019). Seafood, eggs, and certain plants also serve as rich FBP sources. The hydrolysis of ostrich egg white protein using pepsin, pancreatin, or alkaline hydrolysis yields Trp-Glu-Ser-Leu-Ser-Arg-Leu-Leu-Gly (WESLSRLLG) and Tyr-Val (YV), which exhibit ACE inhibition ( Khueychai et al., 2018; Kaur et al., 2021). In silico analysis determined that Asp-Asn-Arg-Tyr-Tyr (DNRYY), a low-molecular-weight pentapeptide purified from the hydrolysate of velvet antler, can interact with ACE ( Im and Lee, 2023). In vivo analysis also demonstrated that DNRYY significantly reduced blood pressure in spontaneously hypertensive rats following oral administration. FBP inhibition mechanisms, particularly for ACE inhibitors, are categorized mainly into competitive, non-competitive, and anticompetitive types. For example, Val-Tyr (VY) competitively inhibits ACE; Val-Pro (VP), Ile-Tyr (IY), and Leu-Trp (LW) non-competitively inhibit ACE; Ala-Trp (AW), Phe-Tyr (FY), and Ile-Trp (IW) reduce enzyme activity by binding to the intermediate formed by ACE and its substrate ( Sato et al., 2002). Lastly, Leu-Tyr (LY), Arg-Ala-Leu-Pro (RALP), and Gly-His-Ser (GHS), which are purified from rapeseed, exhibit strong antihypertensive effects by inhibiting renin ( He et al., 2019b).
2.3. Type 2 diabetes mellitus
The latest report by the International Diabetes Federation indicated that in 2019, about 463 million adults aged 20–79 years had diabetes worldwide. It was predicted that the number of people with diabetes will rise to 578.4 million by 2030 and 700.2 million by 2045, which shows that diabetes is reaching epidemic levels ( IDA, 2019). Diabetes mellitus (DM) is a chronic, progressive metabolic disease whose pathogenesis remains partially understood. Hyperglycemia results from an imbalance between glucose absorption and insulin secretion ( Chaudhury et al., 2017). DM manifests in two forms: type 1 (T1DM) and type 2 (T2DM). T1DM is triggered by an autoimmune reaction leading to a pancreatic attack, which reduces or halts insulin production. T2DM is closely linked to obesity, age, and genetic factors, defined by insufficient insulin production or insulin resistance ( Yan et al., 2019). The pathogenesis of T2DM is more complex than that of T1DM ( IDA, 2019).
For these reasons, the development of hypoglycemic drugs for the treatment of T2DM is a major focus of clinical research. Normally, chemically synthesized hypoglycemic drugs are associated with pancreatitis, hypoglycemia, weight gain, and other unfavorable effects ( Daliri et al., 2017a). Strategies to design hypoglycemic drugs aim to prevent excessive blood glucose levels and improve insulin sensitivity in patients. One approach involves identifying FBPs for compounds that can inhibit the activity of enzymes such as α-amylase and/or α-glucosidase, which are responsible for digesting polysaccharides into glucose ( Yan et al., 2019). Additionally, food digestion releases insulin-secreting hormones called incretins, including glucagon-like peptide-1 (GLP-1) and glucose-dependent insulinotropic polypeptide (GIP), which act to maintain stable blood glucose levels ( Campbell and Drucker, 2013). The inhibition of DPP-IV, which rapidly hydrolyzes GLP-1 and GIP, is another strategy to reduce blood glucose levels.
Vegetables ( Chan-Zapata et al., 2020), dairy products, and marine sources are excellent sources of antidiabetic peptides. Asp-Ile-Lys-Thr-Asn-Lys-Pro-Val-Ile-Phe (DIKTNKPVIF) (derived from potato protein hydrolysate) ( Marthandam Asokan et al., 2019), Leu-Pro-Thr-Gly-Trp-Leu-Met (LPTGWLM), Met-Phe-Glu (MFE), Gly-Pro-Ala-His-Cys-Leu-Leu (GPAHCLL), His-Leu-Pro-Gly-Arg-Gly (HLPGRG), Gln-Asn-Val-Leu-Pro-Leu-His (QNVLPLH), Pro-Leu-Met-Leu-Pro (PLMLP) (derived from camel and bovine casein hydrolysates) ( Mudgil et al., 2021), Lys-Asp-Leu-Trp-Asp-Asp-Phe-Lys-Gly-Leu (KDLWDDFKGL), Met-Pro-Ser-Lys-Pro-Pro-Leu-Leu (MPSKPPLL) (derived from camel milk protein hydrolysates) ( Mudgil et al., 2018), Phe-Pro-Val-Gly (FPVG), Leu-Pro-Val-Leu (LPVL), Val-Pro-Phe-Pro (VPFP), Ile-Pro-Leu (IPL) (derived from salmon milt) ( Takahashi et al., 2021), Cys-Ala-Glu-Ala-Gly-His (CAEAGH), and Tyr-Ala-Cys-Ser-Val-Arg (YACSVR) (derived from discarded Sardine pilchardus protein) ( Rivero-Pino et al., 2020) have shown potential antidiabetic activities. Zhang Y et al. (2021) found that Gly-Arg-Val-Ser-Asn-Cys-Ala-Ala (GRVSNCAA) and Thr-Tyr-Leu-Pro-Val-His (TYLPVH), which are derived from Ruditapes philippinarum, have both antihypertensive and antidiabetic activities by promoting nitric oxide (NO) secretion, reducing endothelin-1 secretion, and increasing hexokinase and pyruvate kinase levels. Another umami peptide, Ile-Pro-Ile-Pro-Ala-Thr-Lys-Thr (IPIPATKT), exhibits strong dual hypertensive and antidiabetic effects both in vitro and in vivo ( Chen et al., 2021). Furthermore, the peptides Gly-Ser-Arg (GSR) and Glu-Ala-Lys (EAK), obtained after the hydrolysis of soybean protein with trypsin, effectively suppress α-glucosidase activity ( Jiang et al., 2018), while the walnut peptide Leu-Pro-Leu-Leu-Arg (LPLLR) inhibits α-amylase and α-glucosidase ( Wang et al., 2020). YACSVR and CAEAGH, recognized for their potent DPP-IV inhibitory activities, appear to be viable alternatives to traditional antidiabetic medications ( Rivero-Pino et al., 2020). Although most studies have demonstrated the antidiabetic properties of FBPs in vitro, their efficacy in vivo remains less clear ( Liu R et al., 2019), which has limited the translation of many antidiabetic FBPs into commercial antidiabetic medications ( Buckley et al., 2018).
2.4. Liver diseases
In recent decades, non-alcoholic steatohepatitis has emerged as the most prevalent chronic liver disease in developed regions. It is often accompanied by progressive collagen deposition and vascular remodeling, resulting in liver fibrosis and cirrhosis ( Abdelmalek, 2021). In addition, acute hepatitis can be caused by excessive alcohol intake ( Xiao et al., 2019), leading to ongoing liver damage and eventually liver fibrosis. Liver fibrosis, a precursor to cirrhosis and potentially hepatocellular carcinoma, results from an imbalance between hepatic parenchymal cells and the accumulation of the extracellular matrix (ECM) ( Tsochatzis, 2022). The regulation of ECM generation and degradation is generally accomplished by matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs) ( Yoshiji et al., 2002; Atta et al., 2014), while HSCs are crucial to the development of liver fibrosis and ECM remodeling. Unfortunately, specific antifibrotic drugs that can effectively control HSC activation or liver fibrosis are lacking, with existing drugs showing limited efficacy and adverse effects ( Bataller and Brenner, 2005; Tsuchida and Friedman, 2017). Active ingredients extracted from food may have significant potential in the development of healthcare supplements to address liver diseases worldwide.
Several food-derived substances that exhibit hepatoprotective effects, including FBPs and polysaccharides, have been found in a variety of sources, such as corn, soybean, wheat, fruit, and marine animals ( Yamaguchi et al., 1997; Liu et al., 2018; Jiang et al., 2020; Qu et al., 2020). For instance, Ren et al. (2021) found that Tyr-Pro-Leu-Pro (YPLP) and Leu-Pro-Tyr-Pro (LPYP) derived from Corbicula fluminea provide strong protection for LO2 cells against ethanol-induced damage because of their antioxidant activity and inhibition of cytochrome P450 2E1. Asp-His-Asn-Asn-Pro-Gln-Ile-Arg (DHNNPQIR), a natural FBP derived from rapeseed, has been shown to improve insulin resistance and directly suppress fibrosis-associated genes in models of high-fat diet-induced and carbon tetrachloride (CCl4)-induced liver injury ( Zhao et al., 2019). Note that leucine and alanine alone do not have any hepatoprotective properties, but corn peptides consisting of these amino acids (either alone or in combination) aid in alcohol metabolism ( Yamaguchi et al., 1997).
2.5. Inflammatory bowel diseases
Effective immunomodulation is essential for maintaining immune function and promoting human health through the suppression or stimulation of immune responses. When immune responses become dysregulated or excessively active, both acute and chronic inflammation can occur ( Majumder et al., 2016). Inflammatory bowel diseases (IBDs) are chronic inflammatory diseases that pose a significant health burden and are becoming increasingly prevalent in many developing countries ( Høivik et al., 2013). They are characterized by gastrointestinal disorders, and the extravasation of numerous inflammatory cells in patients with IBDs is caused by complex interactions. Numerous studies suggest that oxidative stress increases during chronic intestinal inflammation ( Pereira et al., 2015). However, the mechanisms by which factors initiate and perpetuate inflammation and disrupt intestinal homeostasis remain unclear. Certain FBPs, including Tyr-Phe-Tyr-Pro-Gln-Leu (YFYPQL), exhibit both anti-inflammatory and antioxidant properties and may serve as effective interventions for IBDs ( Sowmya et al., 2019).
Anti-inflammatory FBPs exert their effects mainly by modulating the MAPK and NF-κB pathways. Additionally, downregulation of cyclooxygenase-2 (COX-2), reduction in tumor necrosis factor-α (TNF-α), histamine release, and NO production play essential roles in anti-inflammatory activities ( Chakrabarti et al., 2014; Majumder et al., 2016; Guha and Majumder, 2019). Overall, most modulatory effects target proinflammatory or inflammatory cytokines.
Leu-Asp-Ala-Pro-Gly-His-Arg (LDAPGHR), a peptide derived from hazelnut protein, can regulate both the NF-κB and MAPK pathways by inhibiting the phosphorylation of inhibitor of NF-κBα (IκBα), extracellular signal-regulated kinase 1/2 (ERK1/2), p38, and c-Jun N-terminus kinase (JNK) and the nuclear translocation of p65. This action results in the suppression of COX-2, NO, and inflammatory cytokines (TNF-α, interleukin-1β (IL-1β), and IL-6). Thus, LDAPGHR produces a strong anti-inflammatory effect ( Ren et al., 2018). The Tricholoma matsutake-derived peptide Trp-Phe-Asn-Asn-Ala-Gly-Pro (WFNNAGP) significantly ameliorates dextran sodium sulfate-induced oxidative damage by downregulating NF-κB expression and inhibiting the formation and activation of NOD-like receptor family, pyrin domain-containing protein 3 (NLRP3) and caspase-1 ( Li et al., 2021). Gly-Pro-Ala-Gly-Pro-Leu (GPAGPL) and Gly-Pro-Pro-Gly-Ala-Pro (GPPGAP) derived from dry-cured ham showed anti-inflammatory capacity by decreasing the secretion of NO and IL-6 ( Fu et al., 2021). Moreover, some peptides modulate cytokines to exert anti-inflammatory effects. For instance, YFYPQL, an anti-inflammatory hexapeptide isolated from buffalo casein, suppressed the secretion of the proinflammatory cytokine interferon-γ (IFN-γ) and induced the secretion of the anti-inflammatory cytokine IL-10 in a Caco-2 cell model under attack by H2O2 ( Sowmya et al., 2019).
Natural antimicrobial peptides consist of 10–100 but usually fewer than 50 amino acid residues ( Maróti et al., 2011) and have significant potential value in medicine. Some antimicrobial peptides also have anti-inflammatory bioactivity ( Luo and Song, 2021), such as Leu-Ile-Lys-Lys-Ile-Tyr-Arg-Lys-Trp-Lys-Arg-Trp (LIKKIYRKWKRW) and Leu-Trp-Lys-Lys-Ile-Tyr-Arg-Lys-Trp-Lys-Arg-Trp (LWKKIYRKWKRW), which are derived from duck cathelicidin ( Kumar and Shin, 2020). The antimicrobial activity of these peptides is positively correlated with chain length ( Liu et al., 2007). However, most antimicrobial peptides do not belong to FBPs because of their excessive number of amino acid residues. The screening approaches and SARs of antimicrobial peptides have been summarized in recent reviews ( Bin Hafeez et al., 2021; Luo and Song, 2021).
3. Relationships between the bioactivity and structure of FBPs
All the functions of FBPs are tightly related to their structure. The structural characteristics of FBPs found both in silico and in trials are summarized in Table 2. The following section highlights the molecular weights, specific amino acid sequences, and spatial structures of different FBPs to summarize the SARs of FBPs.
Table 2.
Structural characteristics of food-derived bioactive peptides
| Activity | Structure characteristics | Example | Reference |
|---|---|---|---|
| Antioxidative | Low molecular weight; hydrophobic amino acids; aromatic amino acids; basic amino acids; Arg at C-terminal; Cys, Tyr, and Trp at N-terminal |
Ile-Tyr (IY), Gln-Tyr (QY) |
Nwachukwu and Aluko, 2019; Wu et al., 2019; Jakubczyk et al., 2020; Liang et al., 2020 |
| Antihypertensive | Hydrophobic amino acids, aliphatic or aromatic amino acids at the C-terminal; hydrophobic amino acids at the N-terminal and bulky amino acids at the C-terminal | Ile-Trp (IW) | Udenigwe et al., 2012; Lee and Hur, 2019 |
| Antidiabetic | Tri- to hexa-peptides containing hydroxyl or other basic side chains at the N-terminal, Pro at the penultimate C-terminal, and Ala or Met as the C-terminal residue | Leu-Pro-Leu-Leu-Arg (LPLLR) | Ibrahim et al., 2018; Wang et al., 2020 |
| Hepatoprotective | Hydrophobic amino acids |
Tyr-Pro-Leu-Pro (YPLP), Leu-Pro-Tyr-Pro (LPYP) |
Ren et al., 2021 |
| Anti-inflammatory | Hydrophobic amino acids at N-terminal; charged amino acids; low molecular weight with glycine | Leu-Asp-Ala-Pro-Gly-His-Arg (LDAPGHR) | Tang and Skibsted, 2016; Ren et al., 2018; Guha and Majumder, 2019 |
3.1. Molecular weight
Although the relationships between the FBP structure and related bioactivity are still not fully elucidated, considerable evidence has highlighted that molecular weight plays a crucial role in antioxidant, antihypertensive, antidiabetic, and anti-inflammatory effects ( Guha and Majumder, 2019; Nwachukwu and Aluko, 2019; Yan et al., 2019; Jakubczyk et al., 2020; Hu et al., 2023). Compared with other biofunctional peptides, FBPs have improved molecular mobility and diffusivity due to their low molecular weights. Therefore, FBPs can penetrate the intestinal barrier more easily than traditional large peptides and terminate free radical chain reactions to exhibit antioxidant activities ( Chi et al., 2015; Pan et al., 2019). Meanwhile, crystallographic studies of ACE-inhibitory peptides have shown that large peptides cannot bind to the active sites of ACE, which limits their antihypertensive activity ( Natesh et al., 2003). However, these findings do not imply that low-molecular-weight FBPs exert better bioactivity. Jahanbani et al. (2016) found that the antioxidant activities of fractions with lower molecular weight were not superior to those of whole hydrolysates.
3.2. Specific amino acid sequence and composition
The bioactivities of most FBPs may hinge more on the presence of specific amino acids rather than peptide length. Recent reviews have summarized the specific amino acid residues that contribute to effective antioxidant activities, including hydrophobic amino acids (Ala, Ile, Leu, Val, Met, and Pro), aromatic amino acids (Phe, Trp, and Tyr), acidic amino acids (Asp and Glu), and basic amino acid (His) ( Nwachukwu and Aluko, 2019; Jakubczyk et al., 2020). Metal-chelating amino acid residues (e.g., Gln and Lys) within FBPs lead to strong radical scavenging potential by inhibiting the prooxidant activity of superior Fe 2+ and/or charged groups ( Xia et al., 2012). Most hydrophobic amino acid residues can interact with free radicals ( Sila and Bougatef, 2016), whereas the enrichment of hydrophobic residues in FBPs does not directly correlate with antioxidant activities. For example, IY, with two hydrophobic amino acid residues, has a weaker free radical-scavenging ability than Gln-Tyr (QY), which contains only one ( Liang et al., 2020). The location and repetitive units of specific amino acids can be critical factors for antioxidant capacity, as in LDDDGR and Tyr-Pro-Gln-Leu-Leu-Pro-Asn-Glu (YPQLLPNE) ( Siow and Gan, 2013; Jin et al., 2016; Wen et al., 2020). Moreover, amino acids involved in both terminals of FBPs are also vital to antioxidant activities, such as the C-(Arg) and N-(Cys, Tyr, and Trp) terminals, which may be attributed to carboxyl- and amino-active hydrogen atoms serving as active sites ( Wu et al., 2019).
Similarly, hydrophobic amino acids are crucial for antihypertensive activity and constitute a high proportion of the amino acids in antihypertensive FBPs. Meanwhile, acidic amino acids (Asp and Gln) in the sequence of FBPs may chelate zinc atoms essential for enzyme activity (e.g., ACE) ( Aluko, 2015). Additionally, Wu et al. (2006a, 2006b) suggested SARs for antihypertensive dipeptides, tripeptides, and tetrapeptides, identifying specific structural prerequisites for each peptide type that contribute to their antihypertensive efficacy. Such dipeptides contained amino acids with hydrophobic and bulky side chains; tripeptides had an aromatic amino acid at the C-terminal, a hydrophobic residue at the N-terminal, and a positively charged amino acid in the middle; in the case of tetrapeptides, the preferred amino acids at the C-terminal were Cys and Tyr, with Trp, His, or Met in the second position, Met, Val, Leu, or Ile in the third position, and Trp at the N-terminal. Notably, the modulation of hypertension by identified antihypertensive FBPs encompasses ACE inhibition and renin suppression, with the amino acid composition at the C-terminal significantly influencing ACE-inhibitory activity ( Daliri et al., 2017b). Higher ACE-binding affinity is observed when the C-terminal of antihypertensive FBPs is composed of aliphatic (Gly, Ala, Val, Leu, and Ile) or aromatic amino acids (Trp, Tyr, and Phe) or other hydrophobic residues rather than hydrophilic groups ( Lee and Hur, 2019). Likewise, for renin inhibition, dipeptides exhibiting bulky side chains and hydrophobic amino acids at the C- and N-terminal, respectively, demonstrate potent renin suppression. For instance, enzymatic inhibition assays have shown that the dipeptides IW and LW effectively inhibit renin, whereas AW and Val-Trp (VW) are inactive under the same conditions ( Udenigwe et al., 2012).
In antidiabetic FBPs, Pro at the penultimate C-terminal and Ala or Met at the C-terminal enhance α- glucosidase inhibitory activity, whereas a negative charge diminishes it ( Ibrahim et al., 2018). The hydrophobicity and isoelectric points are less predictive of α-glucosidase inhibition.
Anti-inflammatory FBPs that contain glycine were found to have a high affinity for calcium binding and to disrupt Ca 2+ signaling through glycine-gated chloride channels ( Tang and Skibsted, 2016). Charged amino acids and hydrophobic amino acids also participate in hepatoprotective and anti-inflammatory FBPs. FBPs containing either positively or negatively charged amino acids, such as Lys, Arg, and Gln, also exhibit strong anti-inflammatory effects ( Ren et al., 2018). These effects can be further enhanced by hydrophobic amino acids clustering at the N-terminal ( Lin et al., 2017), probably due to enhanced peptide‒cell membrane interactions. A high proportion of hydrophobic amino acids are usually found in hepatoprotective food hydrolysates ( Yu et al., 2017; Chen et al., 2020; Ren et al., 2021).
The existing findings offer plenty of clues for screening appropriate FBPs. However, these scattered clues still need systematic organization, which depends on in silico tools.
4. In silico methods used in FBP screening
To identify the specific biological activities of FBPs, the development of suitable screening methods is necessary. Methods commonly used to screen for FBP activity include bioassays, kinetic analysis, and computational docking simulation ( Nong and Hsu, 2022). Bioassays and kinetic analysis use a variety of instruments, including spectrophotometers and fluorescence spectrophotometers ( Lahogue et al., 2010), to study the impact of BPs on a target enzyme. During the testing of antihypertensive BPs, the standard substrate N-α-hippuryl- l-histidyl- l-leucine is commonly used to form hydrolysis products (hippuric acid and histidyl-leucine), which are monitored at 228 nm. Similarly, the screening process for hypoglycemic peptides involves observing changes in the fluorescence signal generated by the tested BPs resulting from the cleavage of the fluorescent substrate Gly-Pro-7-amino-4-methylcoumarin (AMC) hydrobromide. Zhou et al. (2021) used this method to discover a DPP-IV inhibitory peptide Val-Pro-Leu-Val-Met (VPLVM) derived from broccoli. Nevertheless, these methods can ascertain only the relative potency of the test peptides when compared to a standard and thus are not suitable for high-throughput screening of BPs. Using an in silico approach for screening provides an efficient solution to this issue.
The use of computer-aided approaches has hastened the discovery of FBPs. Such approaches use diverse databases and associated algorithms to model the pharmacological and structural characteristics of these peptides. These in silico methods involve mainly bioinformatics and biomolecular simulations. Bioinformatic methods use extensive databases to provide robust statistics and classification based on factors including bioactivity, absorption, distribution, metabolism, excretion, and toxicity of FBPs ( Agyei et al., 2018; Shakya et al., 2020). Online in silico tools such as bioactive peptide database (BIOPEP), predictor of anti-inflammatory peptides (PreAIP), the scoring card method (SCM) for modeling the bioactivity of DPP-IV inhibitory peptides (iDPPIV-SCM), and antihypertensive peptide inhibitor database (AHTPIN) facilitate the rapid screening of FBPs ( Kumar et al., 2015; Khatun et al., 2019; Minkiewicz et al., 2019; Charoenkwan et al., 2020), including anti-inflammatory, hypoglycemic, and antihypertensive peptides ( Kumar et al., 2015; Khatun et al., 2019; Charoenkwan et al., 2020). Different machine-learning models are essential for successful bioactivity prediction. However, two limiting steps hinder model performance: model selection and peptide representation ( Du et al., 2023b). Recently, a screening model for antihypertensive peptide discovery has been released that uses a protein language model with evolutionary scale modeling embeddings that are refined through training on experimental datasets ( Du et al., 2024). Using confidence learning theory for BP dataset cleaning and a pretrained language model for peptide embedding, this model exhibited superior performance in precise bioactivity prediction compared with the twelve traditional embedding methods. Understanding protein‒peptide interactions is as vital as bioactivity prediction. Computational methods commonly used for analyzing the binding sites and affinity effects of FBPs include qualitative structure‒activity relationship (QSAR) and structure‒property relationship (QSPR) analyses, molecular docking, and molecular dynamics simulations (MDSs). Pei et al. (2022b) validated the robust binding affinity between the DPP-IV enzyme and VPLVM through MDSs. Meanwhile, it is necessary to obtain the three-dimensional (3D) structure of the targeted protein, which is used for binding analysis ( Du et al., 2023a). In the last five years, AlphaFold2 and cryo-electron microscopy have been useful for circumventing the limitations of traditional X-ray crystallography and nuclear magnetic resonance (NMR) spectroscopy ( Callaway, 2020; Jumper et al., 2021).
Although molecular docking and MDS have enhanced the understanding of the SARs of FBPs, their potential limitations often translate into discrepancies with experimental data. Molecular docking approximations of real molecular interactions suffer from fluctuations in the body’s environment and sampling method limitations (e.g., solvent and pH), which restrict prediction accuracy ( Trott and Olson, 2010). Predicting the time evolution of a system that comprises particles (i.e., atoms and molecules) and external factors (i.e., temperature and electric field) is a complex challenge for biomolecular simulations. To handle such a complex system, researchers often rely on MDS simulations to solve the equations of motion of particles interacting within the system. However, the computational demands and extended processing time limit the practicality of these simulations by using force field equations in modeling systems ( Vidal-Limon et al., 2022). Unfortunately, most FBPs are characterized by unknown pharmacokinetics, a short half-life ( t 1/2), and rapid elimination by peptidases in the body (e.g., pepsin and trypsin), thereby limiting their potential development as oral supplements or drugs ( Pei et al., 2022a). For example, casein-derived peptide Val-Pro-Tyr-Pro-Gln (VPYPQ) and its fragments VP, Val-Pro-Tyr-Pro (VPYP), Tyr-Pro-Gln (YPQ), and Val-Pro-Tyr (VPY) exhibited DPP-IV inhibitory bioactivity in vitro, with VPYPQ administration lowering blood glucose levels in vivo. However, their t 1/2 was less than 20 min ( Zheng et al., 2019), highlighting the insufficiencies of current research methodologies.
5. Oral delivery of FBPs
The oral administration of FBPs is the most favorable and expedient route. While low-molecular-weight FBPs exhibit tolerance to hydrolases in the GIT ( Udenigwe and Aluko, 2012), recent studies have demonstrated that oral administration of FBPs may lead to their degradation, thereby reducing their bioactivity or causing deactivation. Deactivation of orally administered FBPs is influenced by proteases in the GIT, peptidases in epithelial cells, and transepithelial peptide transport. Brush-border peptidases regulate the degradation and bioavailability of orally administered FBPs by breaking them down into smaller peptides ( Wang and Li, 2017). Peptide transportation across the intestine is facilitated by three vital factors: peptide transporter 1, responsible for the transfer of di- and tripeptides; a paracellular transporter, facilitating the movement of hydrophilic, low-molecular-weight peptides; and transcytosis, involving endocytic uptake and subsequent basolateral release ( Shimizu et al., 1997; Daniel, 2004; Regazzo et al., 2010). Regrettably, the oral bioavailability of most FBPs is typically less than 1%, significantly limiting their development as promising oral drugs.
5.1. Barriers to oral delivery
The absorption of FBPs through the GIT faces three major obstacles, namely, the biochemical environment, mucus, and epithelial lining ( Brown et al., 2020). The bioavailability of FBPs may be affected by active biochemical barriers, including pH and enzymes (e.g., brush border and cytosol peptidases) ( Allen and Carroll, 1985). The pH gradient from the stomach (pH 1.0–2.0) to the intestine (pH 4.0‒7.5), along with gastrointestinal motility and abundant digestive enzymes, heavily impacts the absorption of oral FBPs ( Brown et al., 2020). The coating of the GIT, comprising a firm mucus layer bound to the epithelial lining and a loose mucus layer adherent to the lumen, acts as an efficient physical barrier that frequently limits the diffusion of oral FBPs ( Brown et al., 2020; Drucker, 2020). The epithelial lining, which includes enterocytes, heavily influences the absorption process by inhibiting their transport from the GIT to the bloodstream. Furthermore, tight junctions between the epithelium, enterocytes, and active efflux pumps (e.g., P-glycoprotein) directly impact the bioavailability of oral FBPs by regulating the paracellular and transcellular pathways ( Brayden et al., 2020; Brown et al., 2020). Once absorbed, FBPs undergo hepatic first-pass metabolism, which significantly shortens their elimination t 1/2.
5.2. Approaches to overcome oral barriers
Despite being a relatively new field (under 40 years old), there have been significant efforts to develop strategies that enable the clinical translation of orally delivered medical FBPs. Common strategies that have been used to enhance BP absorption include promoting penetration, impeding enzyme hydrolysis, and promoting mucus adhesion, as well as physical insertion. Several strategies for enhancing the stability and absorption of oral BPs in the GIT have been outlined ( Fig. 3). These include encapsulation methods to protect FBPs from hydrolysis and promote their penetration and absorption, permeation enhancers that stabilize peptides by neutralizing pH, and device interventions such as bioadhesive patches and biodegradable microneedles, which facilitate direct transportation of FBPs to target sites, bypassing biochemical barriers, mucus, and the epithelial lining ( Brayden et al., 2020; Brown et al., 2020; Drucker, 2020). For instance, semaglutide, a GLP-1 receptor agonist that is used in T2DM treatment ( Mosenzon et al., 2020), is successfully delivered orally when co-formulated with the absorption enhancer sodium N-[8-(2-hydroxybenzoyl) aminocaprylate] (SNAC) ( Buckley et al., 2018). SNAC inhibits enzyme hydrolysis, neutralizes acidic pH, and enhances transcellular transport, thereby improving the oral bioavailability of BPs ( Buckley et al., 2018; Brayden et al., 2020). In addition, Chiasma Pharmaceuticals (MA, USA) developed transient permeation enhancement (TPE) technology, an oily suspension technique used to increase the transcellular transport of octreotide, a cyclic octapeptide ( Brayden et al., 2020). Using TPE technology, the oral formulation of octreotide involves sodium caprylate, a medium-chain fatty acid (as a permeation enhancer), and oil-based excipients, which generate a lipophilic suspension of hydrophilic particles in a hydrophobic environment ( Tuvia et al., 2014). Other strategies used to facilitate oral absorption include microneedle-pill and enhancing paracellular transport ( Vecchio and Stroud, 2019; Brayden et al., 2020). For metabolically fragile peptides, the absorption risk could be overcome by exploring lymphatic transport as an alternative route. This route includes the chylomicron and microfold cell pathways, which bypass hepatic first-pass metabolism ( Zhang Z et al., 2021).
Fig. 3. Schematic representation of strategies to enhance the bioavailability of oral food-derived bioactive peptides (FBPs) in the gastrointestinal tract, including encapsulation, permeation enhancer, and device intervention.
Encapsulation is a technology used to safeguard bioactive compounds from unfavorable conditions in the GIT environment. Currently, nanoencapsulation (ranging from 10 to 1000 nm) and microencapsulation (ranging from 1 to 1000 μm) are at the forefront of enhancing the stability and bioavailability of orally administered FBPs ( Witika et al., 2020; Cian et al., 2022). Whereas Val-Leu-Pro-Val-Pro (VLPVP) is vulnerable to degradation in the GIT, it remains active in simulated GI fluids because of the deployment of Shirasu porous glass membrane emulsification technology ( Huang et al., 2017). However, poor absorption and low tolerance in the GIT still constrain the development of oral delivery systems for bioactive compounds ( Nur and Vasiljevic, 2017). Core-shell nanoparticles with a thiolated hyaluronic acid coating for the encapsulation of insulin have achieved high mucus penetration ability and high oral bioavailability (11.3%) in type 1 diabetic rats ( Tian et al., 2018). Electrospinning, an adaptable encapsulation method that uses micro- and nanosized fibers to protect bioactive compounds from deactivation and increase bioavailability prospects, has shown great potential in improving the bioavailability of FBPs ( Wen et al., 2017).
5.3. Challenges and solutions for taste and odor
The taste and odor of FBPs are critical determinants of their palatability, particularly in forms like suspensions, powders, and granules. Most bioactive compounds, included in FBPs, have a bitter or astringent taste that negatively impacts patient adherence ( Perry and McClements, 2020). Therefore, it is crucial to mask these unpleasant flavors to enhance patient acceptability. Taste masking is achieved through diverse methods, including the addition of sweeteners and encapsulation ( Nasr et al., 2022). For example, Zhao et al. (2020) used oxidized starch hydrogel microencapsulation to mask the astringency of proanthocyanidins in beverages. Encapsulating gluten-derived peptides using water-in-oil high internal phase emulsions has been effective in improving gastrointestinal stability and reducing bitterness ( Gao et al., 2022). While direct applications of taste masking for FBPs are infrequent, they offer a spectrum of possibilities for the development of FBP-based products.
6. Conclusions and perspectives
Food protein serves not only as a source of nutrients but also as a reservoir of FBPs with multifunctional activities, offering potential therapeutic benefits. Despite the growing body of evidence indicating their health-promoting bioactivities, few FBP-related products have been approved for clinical applications. The following research avenues could facilitate the application of FBPs as functional foods or potential medications:
(1) Therapeutic targets and mechanistic studies: The activities of FBPs have been extensively studied in multiple diseases, such as AD, hypertension, T2DM, liver diseases, and IBD. However, the therapeutic targets of most BPs are not clear, and their mechanisms of action remain to be elucidated. There are known targets for each disease, such as Aβ and tau for AD, ACE and angiotensin receptor for hypertension, α- amylase and DPP-IV for T2DM, ECM and TIMPs for liver diseases, and NF-κB and COX-2 for IBD, which can be used as screening tools to identify novel BPs for metabolic diseases and, in turn, reveal the underlying mechanisms of action. Furthermore, the use of biotin-labeled BPs may open a new path for specific receptor identification and is also conducive to elucidating pharmacological mechanisms, especially direct evidence for target binding by cryo-electron microscopy, X-ray crystallography, or nuclear magnetic resonance techniques.
(2) Pharmacological potential of FBPs: Given the pharmacological functions and SARs of FBPs, their development into potential active ingredients for disease prevention and treatment is vital. Recently, studies of FBPs have focused on the relationship between their regular pattern of structure and activities, which provides a structural basis for the design of new FBPs. Modification of the peptide backbone, such as replacing l-amino acids with d-amino acids or substituting amino acid residues, will improve the bioavailability and potency of FBPs for potential pharmacological applications.
(3) Stability and pharmacokinetics of FBPs: In silico analysis has expanded the scope of methods available for screening bioactivity and exploring the SARs of FBPs. This approach assumes that FBPs are stable in vivo. However, most FBPs have a short t 1/2, which requires confirmation of their stability and pharmacokinetics before proceeding with in silico analysis. Combining plasma stability assays with ultrahigh-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) could be instrumental in discovering new FBPs.
(4) Bioavailability improvement: FBPs usually exhibit low water solubility, poor stability in the GIT, and unacceptable taste, which can potentially limit their bioavailability. The drug delivery system can help overcome these barriers. For example, the side chains of BPs carry a variety of active functional groups, such as carboxyl, hydroxyl, amino, and thiol groups, which can be modified to overcome the physiological barriers of oral delivery, such as water solubility, hydrolysis through the digestive tract, permeability through the gastrointestinal mucus and epithelial lining, and first-pass metabolism. Moreover, the introduction of functional peptides (i.e., targeting, cell-penetrating, responsive, and self-assembling peptides) provides a new strategy to enhance the targeting, stability, taste, and bioactivity properties, which may provide new insight for the precise treatment of diseases.
Acknowledgments
This work was supported by the Chinese Nutrition Society (CNS) Nutrition Science Foundation‒Sino Nutri-food Oligopeptide Nutrition Research Fund (No. CNS-FF2019A22) and the National Natural Science Foundation of China (Nos. 52173141 and 82102192).
Author contributions
Hongda CHEN: conceptualization, writing ‒ original draft, and visualization. Jiabei SUN: writing ‒ original draft. Haolie FANG: conceptualization and visualization. Yuanyuan LIN, Han WU, Dongqiang LIN, Zhijian YANG, Bingxiang ZHAO, Tianhua ZHOU, Jianping WU, and Shanshan LI: writing ‒ review & editing. Quan ZHOU and Xiangrui LIU: funding acquisition and writing ‒ review & editing. All authors have read and approved the final version.
Compliance with ethics guidelines
Hongda CHEN, Jiabei SUN, Haolie FANG, Yuanyuan LIN, Han WU, Dongqiang LIN, Zhijian YANG, Quan ZHOU, Bingxiang ZHAO, Tianhua ZHOU, Jianping WU, Shanshan LI, and Xiangrui LIU declare that they have no conflicts of interest.
This review does not contain any studies with human or animal subjects performed by any of the authors.
References
- Abdelmalek MF, 2021. Nonalcoholic fatty liver disease: another leap forward. Nat Rev Gastroenterol Hepatol, 18(2): 85- 86. 10.1038/s41575-020-00406-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Agyei D, Tsopmo A, Udenigwe CC, 2018. Bioinformatics and peptidomics approaches to the discovery and analysis of food-derived bioactive peptides. Anal Bioanal Chem, 410(15): 3463- 3472. 10.1007/s00216-018-0974-1 [DOI] [PubMed] [Google Scholar]
- Allen A, Carroll NJH, 1985. Adherent and soluble mucus in the stomach and duodenum. Dig Dis Sci, 30(11): 55S- 62S. 10.1007/BF01309386 [DOI] [PubMed] [Google Scholar]
- Aluko RE, 2015. Structure and function of plant protein-derived antihypertensive peptides. Curr Opin Food Sci, 4: 44- 50. 10.1016/j.cofs.2015.05.002 [DOI] [Google Scholar]
- Atta H, El-Rehany M, Hammam O, et al. , 2014. Mutant MMP-9 and HGF gene transfer enhance resolution of CCl4-induced liver fibrosis in rats: role of ASH1 and EZH2 methyltransferases repression. PLoS ONE, 9(11): e112384. 10.1371/journal.pone.0112384 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bataller R, Brenner DA, 2005. Liver fibrosis. J Clin Invest, 115(2): 209- 218. 10.1172/jci24282 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bin Hafeez A, Jiang XK, Bergen PJ, et al. , 2021. Antimicrobial peptides: an update on classifications and databases. Int J Mol Sci, 22(21): 11691. 10.3390/ijms222111691 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brayden DJ, Hill TA, Fairlie DP, et al. , 2020. Systemic delivery of peptides by the oral route: formulation and medicinal chemistry approaches. Adv Drug Deliv Rev, 157: 2- 36. 10.1016/j.addr.2020.05.007 [DOI] [PubMed] [Google Scholar]
- Brown TD, Whitehead KA, Mitragotri S, 2020. Materials for oral delivery of proteins and peptides. Nat Rev Mater, 5(2): 127- 148. 10.1038/s41578-019-0156-6 [DOI] [Google Scholar]
- Buckley ST, Bækdal TA, Vegge A, et al. , 2018. Transcellular stomach absorption of a derivatized glucagon-like peptide-1 receptor agonist. Sci Transl Med, 10(467): eaar7047. 10.1126/scitranslmed.aar7047 [DOI] [PubMed] [Google Scholar]
- Butterfield DA, Boyd-Kimball D, 2018. Oxidative stress, amyloid-β peptide, and altered key molecular pathways in the pathogenesis and progression of Alzheimer’s disease. J Alzheimers Dis, 62(3): 1345- 1367. 10.3233/JAD-170543 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Butterfield DA, Halliwell B, 2019. Oxidative stress, dysfunctional glucose metabolism and Alzheimer disease. Nat Rev Neurosci, 20(3): 148- 160. 10.1038/s41583-019-0132-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Callaway E, 2020. Revolutionary cryo-EM is taking over structural biology. Nature, 578(7794): 201. 10.1038/d41586-020-00341-9 [DOI] [PubMed] [Google Scholar]
- Campbell JE, Drucker DJ, 2013. Pharmacology, physiology, and mechanisms of incretin hormone action. Cell Metab, 17(6): 819- 837. 10.1016/j.cmet.2013.04.008 [DOI] [PubMed] [Google Scholar]
- Chakrabarti S, Jahandideh F, Wu JP, 2014. Food-derived bioactive peptides on inflammation and oxidative stress. Biomed Res Int, 2014: 608979. 10.1155/2014/608979 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chan-Zapata I, Sandoval-Castro C, Segura-Campos MR, 2020. Proteins and peptides from vegetable food sources as therapeutic adjuvants for the type 2 diabetes mellitus. Crit Rev Food Sci Nutr, 62(10): 2673- 2682. 10.1080/10408398.2020.1857331 [DOI] [PubMed] [Google Scholar]
- Charoenkwan P, Kanthawong S, Nantasenamat C, et al. , 2020. IDPPIV-SCM: a sequence-based predictor for identifying and analyzing dipeptidyl peptidase IV (DPP-IV) inhibitory peptides using a scoring card method. J Proteome Res, 19(10): 4125- 4136. 10.1021/acs.jproteome.0c00590 [DOI] [PubMed] [Google Scholar]
- Chaudhury A, Duvoor C, Dendi VSR, et al. , 2017. Clinical review of antidiabetic drugs: implications for type 2 diabetes mellitus management. Front Endocrinol, 8: 6. 10.3389/fendo.2017.00006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen LC, Zhang SY, Zi Y, et al. , 2020. Functional coix seed protein hydrolysates as a novel agent with potential hepatoprotective effect. Food Funct, 11(11): 9495- 9502. 10.1039/d0fo01658f [DOI] [PubMed] [Google Scholar]
- Chen MD, Pan DD, Zhou TQ, et al. , 2021. Novel umami peptide IPIPATKT with dual dipeptidyl peptidase-IV and angiotensin I-converting enzyme inhibitory activities. J Agric Food Chem, 69(19): 5463- 5470. 10.1021/acs.jafc.0c07138 [DOI] [PubMed] [Google Scholar]
- Chi CF, Hu FY, Wang B, et al. , 2015. Purification and characterization of three antioxidant peptides from protein hydrolyzate of croceine croaker ( Pseudosciaena crocea) muscle. Food Chem, 168: 662- 667. 10.1016/j.foodchem.2014.07.117 [DOI] [PubMed] [Google Scholar]
- Cian RE, Oliva ME, Garzón AG, et al. , 2022. In vitro and in vivo antithrombotic and antioxidant properties of microencapsulated brewers’ spent grain peptides. Int J Food Sci Technol, 57(6): 3872- 3879. 10.1111/ijfs.15717 [DOI] [Google Scholar]
- Daliri EBM, Oh DH, Lee BH, 2017a. Bioactive peptides. Foods, 6(5): 32. 10.3390/foods6050032 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Daliri EBM, Lee BH, Oh DH, 2017b. Current perspectives on antihypertensive probiotics. Probiotics Antimicro Prot, 9(2): 91- 101. 10.1007/s12602-016-9241-y [DOI] [PubMed] [Google Scholar]
- Daniel H, 2004. Molecular and integrative physiology of intestinal peptide transport. Annu Rev Physiol, 66(1): 361- 384. 10.1146/annurev.physiol.66.032102.144149 [DOI] [PubMed] [Google Scholar]
- di Domenico F, Tramutola A, Butterfield DA, 2017. Role of 4-hydroxy-2-nonenal (HNE) in the pathogenesis of Alzheimer disease and other selected age-related neurodegenerative disorders. Free Radical Biol Med, 111: 253- 261. 10.1016/j.freeradbiomed.2016.10.490 [DOI] [PubMed] [Google Scholar]
- Drucker DJ, 2020. Advances in oral peptide therapeutics. Nat Rev Drug Discov, 19(4): 277- 289. 10.1038/s41573-019-0053-0 [DOI] [PubMed] [Google Scholar]
- Du ZJ, Comer J, Li YH, 2023a. Bioinformatics approaches to discovering food-derived bioactive peptides: reviews and perspectives. TrAC Trends Anal Chem, 162: 117051. 10.1016/j.trac.2023.117051 [DOI] [Google Scholar]
- Du ZJ, Ding XJ, Xu YX, et al. , 2023b. UniDL4BioPep: a universal deep learning architecture for binary classification in peptide bioactivity. Brief Bioinform, 24(3): bbad135. 10.1093/bib/bbad135 [DOI] [PubMed] [Google Scholar]
- Du ZJ, Ding XJ, Hsu W, et al. , 2024. pLM4ACE: a protein language model based predictor for antihypertensive peptide screening. Food Chem, 431: 137162. 10.1016/j.foodchem.2023.137162 [DOI] [PubMed] [Google Scholar]
- Duffuler P, Bhullar KS, de Campos Zani SC, et al. , 2022. Bioactive peptides: from basic research to clinical trials and commercialization. J Agric Food Chem, 70(12): 3585- 3595. 10.1021/acs.jafc.1c06289 [DOI] [PubMed] [Google Scholar]
- Erak M, Bellmann-Sickert K, Els-Heindl S, et al. , 2018. Peptide chemistry toolbox ‒ transforming natural peptides into peptide therapeutics. Bioorg Med Chem, 26(10): 2759- 2765. 10.1016/j.bmc.2018.01.012 [DOI] [PubMed] [Google Scholar]
- Fosgerau K, Hoffmann T, 2015. Peptide therapeutics: current status and future directions. Drug Discov Today, 20(1): 122- 128. 10.1016/j.drudis.2014.10.003 [DOI] [PubMed] [Google Scholar]
- Fu LJ, Xing LJ, Hao YJ, et al. , 2021. The anti-inflammatory effects of dry-cured ham derived peptides in RAW264.7 macrophage cells. J Funct Foods, 87: 104827. 10.1016/j.jff.2021.104827 [DOI] [Google Scholar]
- Gao Y, Wu XL, McClements DJ, et al. , 2022. Encapsulation of bitter peptides in water-in-oil high internal phase emulsions reduces their bitterness and improves gastrointestinal stability. Food Chem, 386: 132787. 10.1016/j.foodchem.2022.132787 [DOI] [PubMed] [Google Scholar]
- Gu YC, Majumder K, Wu JP, 2011. QSAR-aided in silico approach in evaluation of food proteins as precursors of ACE inhibitory peptides. Food Res Int, 44(8): 2465- 2474. 10.1016/j.foodres.2011.01.051 [DOI] [Google Scholar]
- Guha S, Majumder K, 2019. Structural-features of food-derived bioactive peptides with anti-inflammatory activity: a brief review. J Food Biochem, 43(1): e12531. 10.1111/jfbc.12531 [DOI] [PubMed] [Google Scholar]
- Hamley IW, 2017. Small bioactive peptides for biomaterials design and therapeutics. Chem Rev, 117(24): 14015- 14041. 10.1021/acs.chemrev.7b00522 [DOI] [PubMed] [Google Scholar]
- He R, Wang YJ, Yang YJ, et al. , 2019a. Rapeseed protein-derived ACE inhibitory peptides LY, RALP and GHS show antioxidant and anti-inflammatory effects on spontaneously hypertensive rats. J Funct Foods, 55: 211- 219. 10.1016/j.jff.2019.02.031 [DOI] [Google Scholar]
- He R, Yang YJ, Wang Z, et al. , 2019b. Rapeseed protein-derived peptides, LY, RALP, and GHS, modulates key enzymes and intermediate products of renin-angiotensin system pathway in spontaneously hypertensive rat. npj Sci Food, 3: 1. 10.1038/s41538-018-0033-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Høivik ML, Moum B, Solberg IC, et al. , 2013. Work disability in inflammatory bowel disease patients 10 years after disease onset: results from the IBSEN study. Gut, 62(3): 368- 375. 10.1136/gutjnl-2012-302311 [DOI] [PubMed] [Google Scholar]
- Hu YX, Ni C, Wang YY, et al. , 2023. Research progress on the preparation and function of antioxidant peptides from walnuts. Int J Mol Sci, 24(19): 14853. 10.3390/ijms241914853 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang GQ, Xiao JX, Hao LQ, et al. , 2017. Microencapsulation of an angiotensin I-converting enzyme inhibitory peptide VLPVP by membrane emulsification. Food Bioprocess Technol, 10(11): 2005- 2012. 10.1007/s11947-017-1953-9 [DOI] [Google Scholar]
- Ibrahim MA, Bester MJ, Neitz AWH, et al. , 2018. Structural properties of bioactive peptides with α-glucosidase inhibitory activity. Chem Biol Drug Des, 91(2): 370- 379. 10.1111/cbdd.13105 [DOI] [PubMed] [Google Scholar]
- Ichinose T, Murasawa H, Ishijima T, et al. , 2020. Tyr-Trp administration facilitates brain norepinephrine metabolism and ameliorates a short-term memory deficit in a mouse model of Alzheimer’s disease. PLoS ONE, 15(5): e0232233. 10.1371/journal.pone.0232233 [DOI] [PMC free article] [PubMed] [Google Scholar]
- IDA , 2019. IDF Diabetes Atlas, 9th Ed. International Diabetes Federation, Brussels, Belgium. [Google Scholar]
- Im ST, Lee SH, 2023. Structure characterization and antihypertensive effect of an antioxidant peptide purified from alcalase hydrolysate of velvet antler. Food Sci Anim Resour, 43(1): 184- 194. 10.5851/kosfa.2022.e70 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jahanbani R, Ghaffari SM, Salami M, et al. , 2016. Antioxidant and anticancer activities of walnut ( Juglans regia L.) protein hydrolysates using different proteases. Plant Foods Hum Nutr, 71(4): 402- 409. 10.1007/s11130-016-0576-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jakubczyk A, Karaś M, Rybczyńska-Tkaczyk K, et al. , 2020. Current trends of bioactive peptides—new sources and therapeutic effect. Foods, 9(7): 846. 10.3390/foods9070846 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jia J, Lu R, Qiu S, et al. , 2005. Preliminary investigation of the inhibitory effects of the tyroservaltide (YSV) tripeptide on human hepatocarcinoma BEL-7402. Cancer Biol Ther, 4(9): 993- 997. 10.4161/cbt.4.9.1968 [DOI] [PubMed] [Google Scholar]
- Jiang MZ, Yan H, He RH, et al. , 2018. Purification and a molecular docking study of alpha-glucosidase-inhibitory peptides from a soybean protein hydrolysate with ultrasonic pretreatment. Eur Food Res Technol, 244(11): 1995- 2005. 10.1007/s00217-018-3111-7 [DOI] [Google Scholar]
- Jiang SQ, Zhang ZW, Yu FM, et al. , 2020. Ameliorative effect of low molecular weight peptides from the head of red shrimp ( Solenocera crassicornis) against cyclophosphamide-induced hepatotoxicity in mice. J Funct Foods, 72: 104085. 10.1016/j.jff.2020.104085 [DOI] [Google Scholar]
- Jin DX, Liu XL, Zheng XQ, et al. , 2016. Preparation of antioxidative corn protein hydrolysates, purification and evaluation of three novel corn antioxidant peptides. Food Chem, 204: 427- 436. 10.1016/j.foodchem.2016.02.119 [DOI] [PubMed] [Google Scholar]
- Jumper J, Evans R, Pritzel A, et al. , 2021. Highly accurate protein structure prediction with alphafold. Nature, 596(7873): 583- 589. 10.1038/s41586-021-03819-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kang LL, Han TT, Cong HL, et al. , 2022. Recent research progress of biologically active peptides. BioFactors, 48(3): 575- 596. 10.1002/biof.1822 [DOI] [PubMed] [Google Scholar]
- Katayama S, Corpuz HM, Nakamura S, 2021. Potential of plant-derived peptides for the improvement of memory and cognitive function. Peptides, 142: 170571. 10.1016/j.peptides.2021.170571 [DOI] [PubMed] [Google Scholar]
- Kaur A, Kehinde BA, Sharma P, et al. , 2021. Recently, isolated food-derived antihypertensive hydrolysates and peptides: a review. Food Chem, 346: 128719. 10.1016/j.foodchem.2020.128719 [DOI] [PubMed] [Google Scholar]
- Khatun MS, Hasan MM, Kurata H, 2019. PreAIP: computational prediction of anti-inflammatory peptides by integrating multiple complementary features. Front Genet, 10: 129. 10.3389/fgene.2019.00129 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khueychai S, Jangpromma N, Choowongkomon K, et al. , 2018. A novel ACE inhibitory peptide derived from alkaline hydrolysis of ostrich ( Struthio camelus) egg white ovalbumin. Process Biochem, 73: 235- 245. 10.1016/j.procbio.2018.07.014 [DOI] [Google Scholar]
- Kumar R, Chaudhary K, Singh Chauhan J, et al. , 2015. An in silico platform for predicting, screening and designing of antihypertensive peptides. Sci Rep, 5: 12512. 10.1038/srep12512 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kumar SD, Shin SY, 2020. Antimicrobial and anti-inflammatory activities of short dodecapeptides derived from duck cathelicidin: plausible mechanism of bactericidal action and endotoxin neutralization. Eur J Med Chem, 204: 112580. 10.1016/j.ejmech.2020.112580 [DOI] [PubMed] [Google Scholar]
- Lahogue V, Réhel K, Taupin L, et al. , 2010. A HPLC-UV method for the determination of angiotensin I-converting enzyme (ACE) inhibitory activity. Food Chem, 118(3): 870- 875. 10.1016/j.foodchem.2009.05.080 [DOI] [Google Scholar]
- Lee SY, Hur SJ, 2019. Purification of novel angiotensin converting enzyme inhibitory peptides from beef myofibrillar proteins and analysis of their effect in spontaneously hypertensive rat model. Biomed Pharmacother, 116: 109046. 10.1016/j.biopha.2019.109046 [DOI] [PubMed] [Google Scholar]
- Li MQ, Lv RZ, Wang CZ, et al. , 2021. Tricholoma matsutake-derived peptide WFNNAGP protects against DSS-induced colitis by ameliorating oxidative stress and intestinal barrier dysfunction. Food Funct, 12(23): 11883- 11897. 10.1039/d1fo02806e [DOI] [PubMed] [Google Scholar]
- Li SS, Bu TT, Zheng JX, et al. , 2019. Preparation, bioavailability, and mechanism of emerging activities of Ile-Pro-Pro and Val-Pro-Pro. Comp Rev Food Sci Food Safe, 18(4): 1097- 1110. 10.1111/1541-4337.12457 [DOI] [PubMed] [Google Scholar]
- Liang LL, Cai SY, Gao M, et al. , 2020. Purification of antioxidant peptides of Moringa oleifera seeds and their protective effects on H2O2 oxidative damaged Chang liver cells. J Funct Foods, 64: 103698. 10.1016/j.jff.2019.103698 [DOI] [Google Scholar]
- Lin QL, Liao W, Bai J, et al. , 2017. Soy protein-derived ACE-inhibitory peptide LSW (Leu-Ser-Trp) shows anti-inflammatory activity on vascular smooth muscle cells. J Funct Foods, 34: 248- 253. 10.1016/j.jff.2017.04.029 [DOI] [Google Scholar]
- Liu KL, Du RF, Chen FS, 2019. Antioxidant activities of Se-MPS: a selenopeptide identified from selenized brown rice protein hydrolysates. LWT, 111: 555- 560. 10.1016/j.lwt.2019.05.076 [DOI] [Google Scholar]
- Liu R, Cheng JM, Wu H, 2019. Discovery of food-derived dipeptidyl peptidase IV inhibitory peptides: a review. Int J Mol Sci, 20(3): 463. 10.3390/ijms20030463 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu WW, Hou T, Shi W, et al. , 2018. Hepatoprotective effects of selenium-biofortified soybean peptides on liver fibrosis induced by tetrachloromethane. J Funct Foods, 50: 183- 191. 10.1016/j.jff.2018.09.034 [DOI] [Google Scholar]
- Liu ZG, Brady A, Young A, et al. , 2007. Length effects in antimicrobial peptides of the (RW) n series. Antimicrob Agents Chemother, 51(2): 597- 603. 10.1128/AAC.00828-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu X, Zhang LX, Sun Q, et al. , 2019. Extraction, identification and structure-activity relationship of antioxidant peptides from sesame ( Sesamum indicum L.) protein hydrolysate. Food Res Int, 116: 707- 716. 10.1016/j.foodres.2018.09.001 [DOI] [PubMed] [Google Scholar]
- Luo Y, Song YZ, 2021. Mechanism of antimicrobial peptides: antimicrobial, anti-inflammatory and antibiofilm activities. Int J Mol Sci, 22(21): 11401. 10.3390/ijms222111401 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ma TX, Fu QQ, Mei QG, et al. , 2021. Extraction optimization and screening of angiotensin-converting enzyme inhibitory peptides from Channa striatus through bioaffinity ultrafiltration coupled with LC-orbitrap-MS/MS and molecular docking. Food Chem, 354: 129589. 10.1016/j.foodchem.2021.129589 [DOI] [PubMed] [Google Scholar]
- Majumder K, Mine Y, Wu JP, 2016. The potential of food protein-derived anti-inflammatory peptides against various chronic inflammatory diseases. J Sci Food Agric, 96(7): 2303- 2311. 10.1002/jsfa.7600 [DOI] [PubMed] [Google Scholar]
- Malta SM, Batista LL, Silva HCG, et al. , 2022. Identification of bioactive peptides from a Brazilian kefir sample, and their anti-Alzheimer potential in Drosophila melanogaster. Sci Rep, 12: 11065. 10.1038/s41598-022-15297-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maróti G, Kereszt A, Kondorosi E, et al. , 2011. Natural roles of antimicrobial peptides in microbes, plants and animals. Res Microbiol, 162(4): 363- 374. 10.1016/j.resmic.2011.02.005 [DOI] [PubMed] [Google Scholar]
- Marthandam Asokan S, Wang T, Su WT, et al. , 2019. Antidiabetic effects of a short peptide of potato protein hydrolysate in STZ-induced diabetic mice. Nutrients, 11(4): 779. 10.3390/nu11040779 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martins RN, Villemagne V, Sohrabi HR, et al. , 2018. Alzheimer’s disease: a journey from amyloid peptides and oxidative stress, to biomarker technologies and disease prevention strategies-gains from AIBL and DIAN cohort studies. J Alzheimers Dis, 62(3): 965- 992. 10.3233/JAD-171145 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Masubuchi Y, Nakayama J, Sadakata Y, 2011. Protective effects of exogenous glutathione and related thiol compounds against drug-induced liver injury. Biol Pharm Bull, 34(3): 366- 370. 10.1248/bpb.34.366 [DOI] [PubMed] [Google Scholar]
- Minkiewicz P, Iwaniak A, Darewicz M, 2019. BIOPEP-UWM database of bioactive peptides: current opportunities. Int J Mol Sci, 20(23): 5978. 10.3390/ijms20235978 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mosenzon O, Miller EM, Warren ML, 2020. Oral semaglutide in patients with type 2 diabetes and cardiovascular disease, renal impairment, or other comorbidities, and in older patients. Postgrad Med, 132(Sup2): 37- 47. 10.1080/00325481.2020.1800286 [DOI] [PubMed] [Google Scholar]
- Mudgil P, Kamal H, Yuen GC, et al. , 2018. Characterization and identification of novel antidiabetic and anti-obesity peptides from camel milk protein hydrolysates. Food Chem, 259: 46- 54. 10.1016/j.foodchem.2018.03.082 [DOI] [PubMed] [Google Scholar]
- Mudgil P, Kamal H, Kilari BP, et al. , 2021. Simulated gastrointestinal digestion of camel and bovine casein hydrolysates: identification and characterization of novel anti-diabetic bioactive peptides. Food Chem, 353: 129374. 10.1016/j.foodchem.2021.129374 [DOI] [PubMed] [Google Scholar]
- Nasr NEH, Elmeshad AN, Fares AR, 2022. Nanocarrier systems in taste masking. Sci Pharm, 90(1): 20. 10.3390/SCIPHARM90010020 [DOI] [Google Scholar]
- Natesh R, Schwager SLU, Sturrock ED, et al. , 2003. Crystal structure of the human angiotensin-converting enzyme-lisinopril complex. Nature, 421(6922): 551- 554. 10.1038/nature01370 [DOI] [PubMed] [Google Scholar]
- Risk Factor Collaboration NCD, 2017. Worldwide trends in blood pressure from 1975 to 2015: a pooled analysis of 1479 population-based measurement studies with 19·1 million participants. Lancet, 389(10064): 37- 55. 10.1016/s0140-6736(16)31919-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nong NTP, Hsu JL, 2022. Bioactive peptides: an understanding from current screening methodology. Processes, 10(6): 1114. 10.3390/pr10061114 [DOI] [Google Scholar]
- Nur M, Vasiljevic T, 2017. Can natural polymers assist in delivering insulin orally? Int J Biol Macromol, 103: 889- 901. 10.1016/j.ijbiomac.2017.05.138 [DOI] [PubMed] [Google Scholar]
- Nwachukwu ID, Aluko RE, et al. , 2019. Structural and functional properties of food protein-derived antioxidant peptides. J Food Biochem, 43(1): e12761. 10.1111/jfbc.12761 [DOI] [PubMed] [Google Scholar]
- Pan XY, Wang YM, Li L, et al. , 2019. Four antioxidant peptides from protein hydrolysate of red stingray ( Dasyatis akajei) cartilages: isolation, identification, and in vitro activity evaluation. Mar Drugs, 17(5): 263. 10.3390/md17050263 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pavlicevic M, Marmiroli N, Maestri E, 2022. Immunomodulatory peptides—a promising source for novel functional food production and drug discovery. Peptides, 148: 170696. 10.1016/j.peptides.2021.170696 [DOI] [PubMed] [Google Scholar]
- Pei JY, Gao XC, Pan DD, et al. , 2022a. Advances in the stability challenges of bioactive peptides and improvement strategies. Curr Res Food Sci, 5: 2162- 2170. 10.1016/j.crfs.2022.10.031 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pei JY, Liu Z, Pan DD, et al. , 2022b. Transport, stability, and in vivo hypoglycemic effect of a broccoli-derived DPP-IV inhibitory peptide VPLVM. J Agric Food Chem, 70(16): 4934- 4941. 10.1021/acs.jafc.1c08191 [DOI] [PubMed] [Google Scholar]
- Pereira C, Grácio D, Teixeira JP, et al. , 2015. Oxidative stress and DNA damage: implications in inflammatory bowel disease. Inflamm Bowel Dis, 21(10): 2403- 2417. 10.1097/Mib.0000000000000506 [DOI] [PubMed] [Google Scholar]
- Perry SL, McClements DJ, 2020. Recent advances in encapsulation, protection, and oral delivery of bioactive proteins and peptides using colloidal systems. Molecules, 25(5): 1161. 10.3390/molecules25051161 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qu JL, Huang P, Zhang L, et al. , 2020. Hepatoprotective effect of plant polysaccharides from natural resources: a review of the mechanisms and structure-activity relationship. Int J Biol Macromol, 161: 24- 34. 10.1016/j.ijbiomac.2020.05.196 [DOI] [PubMed] [Google Scholar]
- Regazzo D, Mollé D, Gabai G, et al. , 2010. The (193‒209) 17-residues peptide of bovine β-casein is transported through Caco-2 monolayer. Mol Nutr Food Res, 54(10): 1428- 1435. 10.1002/mnfr.200900443 [DOI] [PubMed] [Google Scholar]
- Ren DY, Wang P, Liu CL, et al. , 2018. Hazelnut protein-derived peptide LDAPGHR shows anti-inflammatory activity on LPS-induced RAW264.7 macrophage. J Funct Foods, 46: 449- 455. 10.1016/j.jff.2018.04.024 [DOI] [Google Scholar]
- Ren JY, Sha WQ, Shang SM, et al. , 2021. Hepatoprotective peptides purified from Corbicula fluminea and its effect against ethanol-induced LO2 cells injury. Int J Food Sci Technol, 56(1): 352- 361. 10.1111/ijfs.14649 [DOI] [Google Scholar]
- Rivero-Pino F, Espejo-Carpio FJ, Guadix EM, 2020. Production and identification of dipeptidyl peptidase IV (DPP-IV) inhibitory peptides from discarded sardine pilchardus protein. Food Chem, 328: 127096. 10.1016/j.foodchem.2020.127096 [DOI] [PubMed] [Google Scholar]
- Sato M, Hosokawa T, Yamaguchi T, et al. , 2002. Angiotensin I-converting enzyme inhibitory peptides derived from wakame ( Undaria pinnatifida) and their antihypertensive effect in spontaneously hypertensive rats. J Agric Food Chem, 50(21): 6245- 6252. 10.1021/jf020482t [DOI] [PubMed] [Google Scholar]
- Shakya M, Ahmed SA, Davenport KW, et al. , 2020. Standardized phylogenetic and molecular evolutionary analysis applied to species across the microbial tree of life. Sci Rep, 10: 1723. 10.1038/s41598-020-58356-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sheng JY, Yang XY, Chen JT, et al. , 2019. Antioxidative effects and mechanism study of bioactive peptides from defatted walnut ( Juglans regia L.) meal hydrolysate. J Agric Food Chem, 67(12): 3305- 3312. 10.1021/acs.jafc.8b05722 [DOI] [PubMed] [Google Scholar]
- Shimizu M, Tsunogai M, Arai S, 1997. Transepithelial transport of oligopeptides in the human intestinal cell, Caco-2. Peptides, 18(5): 681- 687. 10.1016/s0196-9781(97)00002-8 [DOI] [PubMed] [Google Scholar]
- Sila A, Bougatef A, 2016. Antioxidant peptides from marine by-products: isolation, identification and application in food systems. A review. J Funct Foods, 21: 10- 26. 10.1016/j.jff.2015.11.007 [DOI] [Google Scholar]
- Siow HL, Gan CY, 2013. Extraction of antioxidative and antihypertensive bioactive peptides from Parkia speciosa seeds. Food Chem, 141(4): 3435- 3442. 10.1016/j.foodchem.2013.06.030 [DOI] [PubMed] [Google Scholar]
- Sowmya K, Bhat MI, Bajaj R, et al. , 2019. Antioxidative and anti-inflammatory potential with trans-epithelial transport of a buffalo casein-derived hexapeptide (YFYPQL). Food Biosci, 28: 151- 163. 10.1016/j.fbio.2019.02.003 [DOI] [Google Scholar]
- Sun XH, Udenigwe CC, 2020. Chemistry and biofunctional significance of bioactive peptide interactions with food and gut components. J Agric Food Chem, 68(46): 12972- 12977. 10.1021/acs.jafc.9b07559 [DOI] [PubMed] [Google Scholar]
- Takahashi Y, Kamata A, Konishi T, 2021. Dipeptidyl peptidase-IV inhibitory peptides derived from salmon milt and their effects on postprandial blood glucose level. Fish Sci, 87(4): 619- 626. 10.1007/s12562-021-01530-9 [DOI] [Google Scholar]
- Tanaka M, Kiyohara H, Yoshino A, et al. , 2020. Brain-transportable soy dipeptide, Tyr-Pro, attenuates amyloid β peptide25-35-induced memory impairment in mice. npj Sci Food, 4: 7. 10.1038/s41538-020-0067-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tang N, Skibsted LH, 2016. Calcium binding to amino acids and small glycine peptides in aqueous solution: toward peptide design for better calcium bioavailability. J Agric Food Chem, 64(21): 4376- 4389. 10.1021/acs.jafc.6b01534 [DOI] [PubMed] [Google Scholar]
- Tian HK, He ZY, Sun CX, et al. , 2018. Uniform core-shell nanoparticles with thiolated hyaluronic acid coating to enhance oral delivery of insulin. Adv Healthc Mater, 7(17): e1800285. 10.1002/adhm.201800285 [DOI] [PubMed] [Google Scholar]
- Trott O, Olson AJ, 2010. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem, 31(2): 455- 461. 10.1002/jcc.21334 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tsai BCK, Hsieh DJY, Lin WT, et al. , 2020. Functional potato bioactive peptide intensifies Nrf2-dependent antioxidant defense against renal damage in hypertensive rats. Food Res Int, 129: 108862. 10.1016/j.foodres.2019.108862 [DOI] [PubMed] [Google Scholar]
- Tsochatzis EA, 2022. Natural history of NAFLD: knowns and unknowns. Nat Rev Gastroenterol Hepatol, 19(3): 151- 152. 10.1038/s41575-021-00565-8 [DOI] [PubMed] [Google Scholar]
- Tsuchida T, Friedman SL, 2017. Mechanisms of hepatic stellate cell activation. Nat Rev Gastroenterol Hepatol, 14(7): 397- 411. 10.1038/nrgastro.2017.38 [DOI] [PubMed] [Google Scholar]
- Tuvia S, Pelled D, Marom K, et al. , 2014. A novel suspension formulation enhances intestinal absorption of macromolecules via transient and reversible transport mechanisms. Pharm Res, 31(8): 2010- 2021. 10.1007/s11095-014-1303-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Udenigwe CC, Aluko RE, 2012. Food protein-derived bioactive peptides: production, processing, and potential health benefits. J Food Sci, 77(1): R11- R24. 10.1111/j.1750-3841.2011.02455.x [DOI] [PubMed] [Google Scholar]
- Udenigwe CC, Li H, Aluko RE, 2012. Quantitative structure-activity relationship modeling of renin-inhibiting dipeptides. Amino Acids, 42(4): 1379- 1386. 10.1007/s00726-011-0833-2 [DOI] [PubMed] [Google Scholar]
- Vecchio AJ, Stroud RM, 2019. Claudin-9 structures reveal mechanism for toxin-induced gut barrier breakdown. Proc Natl Acad Sci USA, 116(36): 17817- 17824. 10.1073/pnas.1908929116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vidal-Limon A, Aguilar-Toalá JE, Liceaga AM, 2022. Integration of molecular docking analysis and molecular dynamics simulations for studying food proteins and bioactive peptides. J Agric Food Chem, 70(4): 934- 943. 10.1021/acs.jafc.1c06110 [DOI] [PubMed] [Google Scholar]
- Vistoli G, Carini M, Aldini G, 2012. Transforming dietary peptides in promising lead compounds: the case of bioavailable carnosine analogs. Amino Acids, 43(1): 111- 126. 10.1007/s00726-012-1224-z [DOI] [PubMed] [Google Scholar]
- Wang B, Li B, 2017. Effect of molecular weight on the transepithelial transport and peptidase degradation of casein-derived peptides by using Caco-2 cell model. Food Chem, 218: 1- 8. 10.1016/j.foodchem.2016.08.106 [DOI] [PubMed] [Google Scholar]
- Wang J, Wu T, Fang L, et al. , 2020. Antidiabetic effect by walnut ( Juglans mandshurica Maxim.) -derived peptide LPLLR through inhibiting α-glucosidase and α-amylase, and alleviating insulin resistance of hepatic HepG2 cells. J Funct Foods, 69: 103944. 10.1016/j.jff.2020.103944 [DOI] [Google Scholar]
- Wen CT, Zhang JX, Feng YQ, et al. , 2020. Purification and identification of novel antioxidant peptides from watermelon seed protein hydrolysates and their cytoprotective effects on H2O2-induced oxidative stress. Food Chem, 327: 127059. 10.1016/j.foodchem.2020.127059 [DOI] [PubMed] [Google Scholar]
- Wen P, Wen Y, Zong MH, et al. , 2017. Encapsulation of bioactive compound in electrospun fibers and its potential application. J Agric Food Chem, 65(42): 9161- 9179. 10.1021/acs.jafc.7b02956 [DOI] [PubMed] [Google Scholar]
- Witika BA, Makoni PA, Matafwali SK, et al. , 2020. Biocompatibility of biomaterials for nanoencapsulation: current approaches. Nanomaterials (Basel), 10(9): 1649. 10.3390/nano10091649 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu D, Sun N, Ding J, et al. , 2019. Evaluation and structure-activity relationship analysis of antioxidant shrimp peptides. Food Funct, 10(9): 5605- 5615. 10.1039/c9fo01280j [DOI] [PubMed] [Google Scholar]
- Wu JP, Aluko RE, Nakai S, 2006a. Structural requirements of angiotensin I-converting enzyme inhibitory peptides: quantitative structure-activity relationship modeling of peptides containing 4-10 amino acid residues. QSAR Comb Sci, 25(10): 873- 880. 10.1002/qsar.200630005 [DOI] [Google Scholar]
- Wu JP, Aluko RE, Nakai S, 2006b. Structural requirements of angiotensin I-converting enzyme inhibitory peptides: quantitative structure-activity relationship study of di- and tripeptides. J Agric Food Chem, 54(3): 732- 738. 10.1021/jf051263l [DOI] [PubMed] [Google Scholar]
- Wu JP, Liao W, Udenigwe CC, 2017. Revisiting the mechanisms of ACE inhibitory peptides from food proteins. Trends Food Sci Technol, 69: 214- 219. 10.1016/j.tifs.2017.07.011 [DOI] [Google Scholar]
- Xia YC, Bamdad F, Gänzle M, et al. , 2012. Fractionation and characterization of antioxidant peptides derived from barley glutelin by enzymatic hydrolysis. Food Chem, 134(3): 1509- 1518. 10.1016/j.foodchem.2012.03.063 [DOI] [PubMed] [Google Scholar]
- Xiao J, Wang F, Wong NK, et al. , 2019. Global liver disease burdens and research trends: analysis from a Chinese perspective. J Hepatol, 71(1): 212- 221. 10.1016/j.jhep.2019.03.004 [DOI] [PubMed] [Google Scholar]
- Yamaguchi M, Nishikiori F, Ito M, et al. , 1997. The effects of corn peptide ingestion on facilitating alcohol metabolism in healthy men. Biosci Biotechnol Biochem, 61(9): 1474- 1481. 10.1271/bbb.61.1474 [DOI] [PubMed] [Google Scholar]
- Yan JA, Zhao JG, Yang RJ, et al. , 2019. Bioactive peptides with antidiabetic properties: a review. Int J Food Sci Technol, 54(6): 1909- 1919. 10.1111/ijfs.14090 [DOI] [Google Scholar]
- Yoshiji H, Kuriyama S, Yoshii J, et al. , 2002. Tissue inhibitor of metalloproteinases-1 attenuates spontaneous liver fibrosis resolution in the transgenic mouse. Hepatology, 36(4): 850- 860. 10.1053/jhep.2002.35625 [DOI] [PubMed] [Google Scholar]
- Yu YL, Wang LJ, Wang Y, et al. , 2017. Hepatoprotective effect of albumin peptides from corn germ meal on chronic alcohol-induced liver injury in mice. J Food Sci, 82(12): 2997- 3004. 10.1111/1750-3841.13953 [DOI] [PubMed] [Google Scholar]
- Zhang Y, Pan DD, Yang ZC, et al. , 2021. Angiotensin I-converting enzyme (ACE) inhibitory and dipeptidyl peptidase-4 (DPP-IV) inhibitory activity of umami peptides from Ruditapes philippinarum. LWT, 144: 111265. 10.1016/j.lwt.2021.111265 [DOI] [Google Scholar]
- Zhang Z, Lu Y, Qi J, et al. , 2021. An update on oral drug delivery via intestinal lymphatic transport. Acta Pharm Sin B, 11(8): 2449- 2468. 10.1016/j.apsb.2020.12.022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhao D, Liu XL, 2023. Purification, identification and evaluation of antioxidant peptides from pea protein hydrolysates. Molecules, 28(7): 2952. 10.3390/molecules28072952 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhao FR, Liu CL, Fang L, et al. , 2021. Walnut-derived peptide activates PINK1 via the NRF2/KEAP1/HO-1 pathway, promotes mitophagy, and alleviates learning and memory impairments in a mice model. J Agric Food Chem, 69(9): 2758- 2772. 10.1021/acs.jafc.0c07546 [DOI] [PubMed] [Google Scholar]
- Zhao Q, Xu HJ, Hong SH, et al. , 2019. Rapeseed protein-derived antioxidant peptide RAP ameliorates nonalcoholic steatohepatitis and related metabolic disorders in mice. Mol Pharm, 16(1): 371- 381. 10.1021/acs.molpharmaceut.8b01030 [DOI] [PubMed] [Google Scholar]
- Zhao XD, Ai YC, Hu YL, et al. , 2020. Masking the perceived astringency of proanthocyanidins in beverages using oxidized starch hydrogel microencapsulation. Foods, 9(6): 756. 10.3390/foods9060756 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zheng L, Xu QY, Lin LZ, et al. , 2019. In vitro metabolic stability of a casein-derived dipeptidyl peptidase-IV (DPP-IV) inhibitory peptide VPYPQ and its controlled release from casein by enzymatic hydrolysis. J Agric Food Chem, 67(38): 10604- 10613. 10.1021/acs.jafc.9b03164 [DOI] [PubMed] [Google Scholar]
- Zhou TY, Liu Z, Pei JY, et al. , 2021. Novel broccoli-derived peptides hydrolyzed by trypsin with dual-angiotensin I-converting enzymess and dipeptidyl peptidase-IV-inhibitory activities. J Agric Food Chem, 69(37): 10885- 10892. 10.1021/acs.jafc.1c02985 [DOI] [PubMed] [Google Scholar]


