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Inhibitory activity of lignanamides isolated from hemp seed hulls(Cannabis sativa L.) against soluble epoxide hydrolase

By September 14, 2023October 11th, 2023No Comments


Abstract

Soluble epoxide hydrolase (sEH) is a therapeutic target for inflammation. In the present study, we isolated one new (1) and four known (25) compounds from the ethyl acetate fraction of hemp seed hulls. Their structures were elucidated as lignanamides via nuclear magnetic resonance and mass spectral analyses. All five compounds inhibited sEH activity, with half-maximal inhibitory concentrations of 2.7 ± 0.3 to 18.3 ± 1.0 μM. These lignanamides showed a competitive mechanism of inhibition via binding to sEH, with ki values below 10 μmol. Molecular simulations revealed that compounds 15 fit stably into the active site of sEH, and the key amino acid residues participating in their bonds were identified. It was confirmed that the potential inhibitors 4 and 5 continuously maintained a distance of 3.5 Å from one (Tyr383) and four amino (Asp335, Tyr383, Asn472, tyr516) residues, respectively. These findings provide a framework for the development of naturally derived sEH inhibitors.

Keywords: Hemp seed hulls, Lignanamide, Soluble epoxide hydrolase, Competitive inhibitor

1. Introduction

Hemp (Cannabis sativa L.; family Cannabaceae) is an annual herbaceous plant originating from Central Asia that has been cultivated for approximately 4000 years as a source of food, fiber, and medicine []. Hemp seed is composed of 25–34% oil, 25–30% protein, and 30–40% fiber, and contains vitamins, minerals, and other compounds [,]. Hemp seed oil comprises polyunsaturated linoleic and α-linolenic acids in a 3:1 ratio, and has been reported to have anti-atherosclerotic effects by controlling serum lipid profiles and inflammatory responses, and increasing endothelial cell integrity and arterial lipid deposition []. Lignanamides (primarily caffeoyltyramine, cannabisin A, and cannabisin B) have been identified in the ethyl acetate fraction of defatted hemp seeds [], which exhibit antioxidant and anti-acetylcholinesterase activities [].

Soluble epoxide hydrolase (sEH; EC: 3.2.2.10) belongs to the α/β-hydrolase family of enzymes and is a bifunctional 120-kDa homodimeric enzyme with C-terminal epoxide hydrolase and N-terminal phosphatase activities []. The 35-kDa C-terminal hydrolase has been shown to hydrolyze epoxyeicosatrienoic acids (EETs) into dihydroxyeicosatrienoic acids []. Four regioisomeric EETs (5,6-EET, 8,9-EET, 11,12-EET, and 14,15-EET), which are endothelium-derived hyperpolarizing factors, have anti-inflammatory activity []. Moreover, sEH inhibitors have shown anti-hypertensive, anti-diabetic, and anti-inflammatory activities []. For instance, the sEH inhibitor 12-(3-adamantane-1-yl-ureido)-dodecanoic acid (AUDA) showed inhibitory effects at nanomolar concentrations []. However, its use is restricted due to side effects, which include metabolic instability and limited water solubility []. Recently, coronavirus disease was suggested to be associated with sEH expression in various tissues []. In animal models, sEH inhibitors maintained EET levels and relieved lung inflammation [].

The aim of this study was to develop naturally derived sEH inhibitors from Csativa. To this end, we isolated one new (1) and four known (25) compounds via column chromatography from the ethyl acetate fraction of hemp seed hulls. Their chemical structures were identified as lignanamides via nuclear magnetic resonance (NMR) and mass spectral analyses. Further analyses confirmed competitive binding of all five compounds with sEH. The present work supports lignanamides as promising candidates for the development of novel sEH inhibitors.

2. Materials and methods

2.1. General experimental procedures

The solvents used for separation (methanol, n-hexane, chloroform, and ethyl acetate) were purchased from Duksan General Science (Seoul, Republic of Korea). Chromatographic separations were performed via thin layer chromatography (TLC) using glass plates pre-coated with silica gel 60 F254 and silica gel RP-18 F254 (20 × 20 cm; Merck, Darmstadt, Germany), which were visualized under ultraviolet light at 254 nm and 365 nm, respectively. For TLC, 10% ethanol–sulfuric acid was used as the color reagent. Column chromatography was carried out using 230–400-mesh silica gel 60 (Merck, Darmstadt, Germany) and 12-nm ODS-A (YMC, Kyoto, Japan) columns. NMR experiments were carried out using Bruker Avance Ⅲ 400 MHz and Avance 500 MHz spectrometers (Bruker, Billerica, MA, USA). The mass spectral data were obtained using an LCMS-2020-EV with electrospray ionization (Shimadzu, Kyoto, Japan). Tris (B9754) and bovine serum albumin (BSA) (A8806) were achieved at Sigma-Aldrich (St. Louis, MO, USA). sEH (10011669), 3-phenyl-cyano(6-methoxy-2-naphthalenyl)methyl ester-2-oxiraneacetic acid (PHOME, 10009134), and positive control (AUDA, 10007972) were purchased from Cayman Chemical (Ann Arbor, MI, USA).

2.2. Plant material

Hemp seed hulls were obtained from Jay Hemp Korea (Andong-Si, Gyeongsangbuk-do, Korea) and taxonomically identified by Ph. J.H. Kim. A voucher specimen (CSSH 220726_1) was deposited at the herbarium of the Department of Herbal Crop Research, National Institute of Horticultural and Herbal Science, Korea.

2.3. Extract preparation and fractionation

Hemp seed hulls (1000 g) were extracted twice with ethanol (50 L) for a total of 10 days. The methanol fraction was extracted via vacuum evaporation (yield: 970 g). The residue was suspended in 3 L of water and partitioned sequentially into n-hexane (50 L, 720 g), chloroform (50 L, 110 g), ethyl acetate (50 L, 59 g), and water (78 g) fractions. The ethyl acetate fraction was subjected to normal phase column chromatography with a gradient solvent system of n-hexane and ethyl acetate (100:0 to 40:1), which yielded ten fractions (E1–E8). Fraction E4 was separated on a C-18 column using a gradient solvent system of water and methanol (20:0 to 1:1.5), which yielded compounds 1 (12 mg) and 2 (20 mg), and four fractions (E41–E44). Compounds 3 (150 mg) and 4 (25 mg) were isolated via C-18 column chromatography with a gradient solvent system of water and methanol (2:1 to 1:2) from fraction E42. Fraction E5 was subjected to C-18 column chromatography using an isocratic solvent system of water and methanol (21:1 to 1:4), yielding three fractions (E51–E53). Fraction E52 was separated on a silica gel column using a gradient system of chloroform and methanol (20:1 to 7:3), yielding compound 5 (31 mg).

2.4. sEH activity assay

Enzymatic assays were performed according to a previously described method [], with modifications. The inhibition rates of the inhibitors toward sEH were determined via fluorescence measurements of the sEH with substrate PHOME. In 96-well plates, 0.13 mL of recombinant human sEH (250 ng/mL) in buffer [25 mM Tris–HCl (pH 7.0) containing 0.1 mg/mL BSA] was mixed with 0.02 mL of sample in methanol, and then 0.05 mL of 20 μM substrate was added. The amount of product converted from the substrate by the enzyme was measured using a fluorescence photometer (excitation filter: 330 nm, emission filter: 465 nm). The percentage inhibition was calculated as follows:

inhibitoryrate(%)=100[(S60S0)/(C60C0)]×100

where C60 and S60 are the fluorescence of the blank (C) and isolated compounds (S) after 60 min, and S0 and C0 are the fluorescence of the control and inhibitor at 0 min, respectively.

2.5. Molecular docking prediction of the inhibitor–sEH binding sites

3D structures of the inhibitors were constructed and minimized using Chem3D Pro (CambridgeSoft, Cambridge, MA, USA). sEH pdb file (ID: 3ANS) was downloaded from the RCSB Protein Data Bank. Water and 4-cyano-N-[(1S,2R)-2-phenylcyclopropyl]benzamide were excluded from pdb file. Hydrogen and gasteiger charge were added to the protein using AutoDockTools (Scripps Research, La Jolla, CA, USA). Flexible ligand docking specified torsion trees by detecting torsional roots and rotatable bonds.

The docking position was set to a size (60 × 60 × 60 at 0.375 Å) into the active site. The results were calculated via a Lamarckian genetic algorithm with the maximum number of evaluations. They were visualized using Chimera ver. 1.14 (University of California, San Francisco, San Francisco, CA, USA), and LigPlot (European Bioinformatics Institute, Hinxton, UK) [].

2.6. Molecular dynamics of predicted docking

Molecular dynamics analysis was performed as described previously []. The Gromacs software was used to calculate the complex of enzyme with lignanamides. The enzyme was charged by a CHARMM all-atom force field. str. File of lignanamide by GGenFF server was converted to gro. and itp. files with CHARMM36-ff. The charged sEH-lignanamide complex was dissolved in a cubic box with H2O and sodium using the simple point charge. The complex was minimized to a maximal force of 10 kJ/mol using the steepest-descent method, and then further equilibrated by 300 K NVT in 1 bar NPT for 100 ps. Finally, a molecular dynamics simulation was calculated for 30 ns. The results were analyzed using g_utility. The data were visualized using SigmaPlot (San Jose, CA, USA) and Chimera (San Francisco, CA, USA).

2.7. Statistical analysis

All measurements were performed in triplicate across three independent experiments, and the results are shown as mean ± standard error of the mean (SEM). The results were analyzed using Sigma Plot (Systat Software Inc., San Jose, CS, USA).

3. Results

3.1. Compounds 15 derived from hemp seed hulls

Hemp seeds, hull, nut, seed oil, and cake, as food ingredients derived from hemp seed, were extracted with ethanol; the resulting extracts at concentrations of 50 μg/mL showed sEH inhibitory activities of 30.6 ± 2.5%, 37. ±1.2%, 6.3 ± 1.8%, 11.0 ± 6.0%, and 8.9 ± 2.0%, respectively (Fig. 1A–F, Table 1). Subsequently, the hemp seed hull ethanol extract was sequentially divided into n-hexane, chloroform, ethyl acetate, and water fractions. The ethyl acetate fraction exhibited greater inhibitory activity (>100%) than the other fractions (n-hexane: 5.6 ± 1.9%; chloroform: 12.3 ± 2.8%; ethyl acetate: >100%, water: 47.5 ± 2.5%) (Fig. 1F, Table 2).

Fig. 1

Food materials derived from hemp seeds. Inhibitory activity of them (A: Hemp seeds, B: Hulls, C: dehulled seeds, D: Oil, E: cake(defatted dehulled seeds) and divided fractions (f: hexane, g: chloroform, h: ethyl acetate, i: water fraction) toward sEH (F). The structures of compounds 15 derived from the ethyl acetate fraction of the hulls extract (G).

Table 1

The inhibitory activity of extracts and fraction and molecular docking compounds 1–5 on sEH.

Inhibitory activity at 50 μg/mL(%)a I IC50 value (μM)a Inhibition type(Ki, μM) Autodockscore(kcal/mol);
Hydrogen bonds(Å)
a 30.6 ± 2.5 1 8.9 ± 0.8 Competitive (9.0 ± 0.8) −10.96;
Asp335(2.71), Ile363(3.03), Gln384(3.09)
b 37.4 ± 1.2
c 6.3 ± 1.8 2 18.3 ± 1.0 Competitive (6.9 ± 0.7) −11.20;
Asp335(2.96), Tyr343(2.72), Ile363(2.83, 2.88), Pro371(2.76, 3.00)
d 11.0 ± 6.0
e 8.9 ± 2.0
f 5.6 ± 1.9 3 8.3 ± 1.1 Competitive (9.9 ± 0.8) −10.69;
Tyr343(2.71), Ile363(3.01), Pro371(2.71, 2.86)
g 12.3 ± 2.8 4 3.2 ± 0.4 Competitive (1.8 ± 0.4) −8.48;
Asp335(2.83),
Leu408(2.87, 3.11)
h >100 5 3.3 ± 0.3 Competitive (1.5 ± 0.2) −14.80;
Asp335(2.59), Tyr383(2.81), Gln384(2.93), Ile363(2.98), Trp473(2.85), Met469(2.57)
i 47.5 ± 2.5 6b 24.1 ± 0.1 nM

a: seed, b: hull, c: nut, d: Oil, e: cake, f: n-hexane fraction, g: Chloroform, h: ethyl acetate, i: water.

aAll compounds examined in a set of triplicated experiment.
bPositive control(AUDA).

Table 2

1H and13C NMR data of compound 1 in CD3OD (500 MHz and 125 MHz).

Compound 1


. δC δH
1 172.2 7.70(s)
2 131.0
2a 172.3
3 131.0
3a 172.2
4 127.9 7.63(s)
4a 131.9
5 111.2 7.16(s)
6 148.7
7 150.3
8 107.7 7.25(s)
8a 132.5
1 131.5 131.5
2,6 131.0 7.13(d, J = 8.5Hz)
3,5 116.4 6.76(d, J = 8.5Hz)
4 157.1
7 7 35.7 2.93–2.80(m)
8 8 43.0 3.54(m)
1
””
131.5 131.5
2,6 131.0 7.12(d, J = 8.5Hz)
3,5 116.4 6.74(d, J = 8.5Hz)
4 152.0
7-OMe 56.5 4.00(s)

Based on its relatively high bioactivity, the ethyl acetate faction was further separated via silica gel and C-18 column chromatography into one new (1) and four known (25) compounds. Their structures were elucidated via 1D- or 2D-NMR analysis as follows: cannabisin I (1), cannabisin A (2) [], cannabisin B (3) [], Ntrans-caffeoyltyramine (4) [,], and grossamide (5) [] (Fig. 1G).

Compound 1 was a white power. The molecular formula was determined to be C29H28N2O6 based on a pseudo-molecular ion peak [M+H]+ at 501.2019 m/z (calculated as 501.2020) via high-resolution electrospray ionization mass spectrometry. The 1H NMR spectrum indicated the presence of twelve aromatic [δH 7.70 (1H, s), 7.63 (1H, s), 7.25 (1H, s), 7.16 (1H, s), 7.13 (2H, d, J = 8.5 Hz), 7.12 (2H, d, J = 8.5 Hz), 6.76 (2H, d, J = 8.5 Hz), 6.76 (2H, d, J = 8.5 Hz)], one methoxy [δH 4.00 (3H, s)], and eight methylene [δH 3.54 (4H, m), 2.85 (4H, m)] signals. The 13C NMR and DEPT-135 spectra revealed carbon signals, including two ketone (δC 172.3, 172.2), twenty-two aromatic (δC 157.1, 152.0, 150.3, 148.7, 132.5, 131.9, 131.5 × 2, 131.0 × 4, 131.0, 130.1, 127.9, 127.2, 116.4 × 4, 111.2, and 107.7), one methoxy (δC 56.5), and two methylene (δC 43.0, 35.7) carbons. The COSY spectrum showed correlations of the H-2/H-6 aromatic signal (δH 7.13) with the H-3/H-5 aromatic signal (δH 6.76), the H-2/H-6 aromatic signal (δH 7.12) with the H-3/H-5 aromatic signal (δH 6.74), and the H-8/H-8 methylene signal (δH 3.54) with the H-7/H-7 methylene signal (δH 2.85) (Fig. 2). The HMQC spectrum revealed four singlet [δH 7.70 (1H), 7.63 (1H), 7.25 (1H), 7.16 (1H)], four doublet [δH 7.13 (2H), 7.12 (2H), 6.76 (2H), 6.74 (2H)], one singlet [δH 4.00 (3H)], and two multiple [δH 3.54 (4H), 2.85 (4H)] proton signals correlated with 11 carbon signals. In the HMBC spectrum, the H-1 and H-4 signals were correlated with the C-2a ketone and C-8, and C-3a ketone and C-5 signals, respectively; the H-8 and H-5 aromatic signals were correlated with the C-7 signal corresponding to the methoxy signal (δH 4.00); H-8 and H-8 had a co-relationship with the C-2a ketone and C-7 methylene signals, and C-3a ketone and C-7 methylene signals, respectively; and the H-7 and H-7 methylene signals were correlated with the C-2/3 and C-2/3 signals, respectively (Fig. 2Table 2). Additionally, the carbon assignments were compared with the carbon signal assignments of compound 2. Finally, the structure of compound 1 was elucidated as 6-hydroxy-7-methoxy-N2, N3-bis[2-(4-hydroxylphenyl)ethyl] naphthalene-2,3-dicarboxamide, and named cannabisin I.

Fig. 2

Key HMBC() and COSY()correlations of compound 1.

3.2. Inhibitory activities of compounds 15 against sEH

Five compounds (15) derived from hemp seed hulls were evaluated for their degree of inhibition of sEH activity. AUDA was used as a positive control, which had a half-maximal inhibitory concentration (IC50) of 24.1 ± 0.1 nM. To calculate their IC50 values, compounds 15 were evaluated for sEH inhibitory activity at concentrations of 1.56–50 μM. Compounds 15 showed inhibitory activity in a dose-dependent manner, with IC50 values ranging from 3.2 ± 0.3 to 18.3 ± 1.0 μM (Fig. 3A, Table 1).

Fig. 3

Inhibitory activity (A), Lineweaver-burk plots (B–G) and Dixon plots (H–K) of compounds compounds 15 toward sEH.

Enzyme kinetics analysis was performed to confirm the binding mode between sEH and the lignanamides. We established several concentrations at which the compounds had inhibitory activity against sEH. At a single concentration, a linear equation was derived from the difference in the initial velocity (vo) according to various concentrations of substrate. The resulting linear equations for the inhibitors passed through a point at 1/Vmax and had different negative 1 /Km values. This pattern in Lineweaver–Burk plots is typical of a competitive reaction of an inhibitor against an enzyme (Fig. 3B–F, Table 1). The calculated inhibition constants (ki) of compounds 15 ranged from 1.5 ± 0.2 to 9.9 ± 0.8 μM (Fig. 3G–K).

3.3. Molecular docking prediction of the inhibitor–sEH binding sites

In drug discovery, it is important to understand the formation mechanism of enzyme–inhibitor complexes. Therefore, we performed molecular docking experiments to predict the binding behaviors of the competitive inhibitors with sEH. Compounds 15 fit stably into the active site of sEH, with AutoDock scores of −10.96, −11.2, −10.69, −8.48, and −14.80 kcal/mol, respectively (Fig. 4A, Table 1). Additionally, hydrogen bonding, which generally has an important role in the binding of inhibitors to sEH, was identified. Compounds 15 had three (Asp335 at 2.71 Å, Ile363 at 3.03 Å, and Gln384 at 3.09 Å), four (Asp335 at 2.96 Å, Tyr343 at 2.72 Å, Ile363 at 2.83 Å and 2.88 Å, and Pro371 at 2.76 Å and 3.00 Å), three (Tyr343 at 2.71 Å, Ile363 at 3.01 Å, and Pro371 at 2.71 and 2.86 Å), two (Ast335 at 2.83 Å, and Leu408 at 2.87 Å and 3.11 Å), and six (Asp335 at 2.59 Å, Tyr383 at 2.81 Å, Gln384 at 2.93 Å, Ile363 at 2.98 Å, Trp473 at 2.85 Å, and Met469 at 2.57 Å) hydrogen bonds with amino acid residues, respectively (Fig. 4B–F).

Fig. 4

The best pose (A) and the hydrogen bond interactions of the active site in EH with lignanamides 15 (B–F).

3.4. Molecular dynamics prediction of the inhibitor–sEH binding sites

Molecular dynamics were performed to calculate the interaction of the potential inhibitors 4 and 5 with sEH in a flexible state. The two inhibitors–sEH simulated for 30 s were superimposed by deriving the results at 3 ns intervals, respectively (Fig. 5A and B). They were stable in the active site and exhibited a flexible movement with about −3.32 × 106 kJ/mol potential energy (Fig. 5C). The protein-based root-mean-square deviation (RMSD) and root-mean square deviation (RMSF) values of protein by ligands 4 and 5 were within 0.25 nm, respectively (Fig. 5D and E). Furthermore, Furthermore, compound 4 maintained 1–2 hydrogen bonds with amino acids and compound 5 maintained 4–6 hydrogen bonds, respectively (Fig. 5F and G). In particular, for 30 ns simulation time, the compound 4 maintained a ∼3.5 Å distance with Tyr383, and compound 5 also maintained ∼3.5 Å distance with four key amino acids (Asp335, Tyr383, Tyr466, Asn472) (Fig. 5H–L).

Fig. 5

The overlapped pose of inhibitors 4 (A) and 5 (B) with sEH for 30 ns(red: 0 ns, orange: 3 ns, yellow: 6 ns, green: 9 ns, cyan: 12 ns, blue: 15ns, conflower blue: 18 ns, purple: 21 ns, menganta: 24 ns, white: 27 ns, black: 30 ns). The potential energy (C), RMSD (D), RMSF (E), hydrogen bonds (F and G), of the simulation. The distance of key amino acids with inhibitors 4 (H and J) and 5 (I, K and L).

4. Discussion

In the present study, we isolated lignanamides from hemp seed hulls for the development of a naturally derived sEH inhibitor. The first strong, stable sEH inhibitor was developed in 1999, following which the urea-based inhibitors AUDA, CPU (N-cyclohexyl-N′-(3-phenyl)propylurea), and TPPU (N-[1-(1-oxopropyl)-4-piperidinyl]-N′-[4-(trifluoromethoxy) phenyl]urea) have been considered as representative sEH inhibitors []. Amide analogues have also been developed as sEH inhibitors via organic synthesis [] and from natural products [,], and lignanamides are structurally similar to some of these sEH inhibitors (e.g., TPNC, MTCMB, S-PPU, and t-TUCB) [].

Hemp seed extracts were previously studied for their ability to suppress lipopolysaccharide (LPS)-induced interleukin (IL)-1β, IL-6, and tumor necrosis factor (TNF)-α expression in mice; the defatted ethanol extract was found to contain phenylpropionamides, Ntrans-caffeoyltyramine, cannabisin A, and cannabisin B [,]. Moreover, in LPS-treated BV2 microglial cells, lignanamides (phenylpropionamides), coumaroyl-amino butanol glucopyranoside, 3,3-demethyl-grossamide, and cannabisin G exerted anti-neuroinflammatory activities at concentrations of 15 μmol via TNF-α suppression [,]. Ntrans-Coumaroyltyramine and Ntrans-feruloyltyramine, derived from the leaves of Capsicum chinense, have also been reported to show competitive inhibition against sEH [].

Following previous research, and employing bioactivity-guided fractionation, we observed high degrees of sEH inhibition by hemp seed hull ethanol extract (37.4 ± 1.2% at 50 μg/mL) and the ethyl acetate fraction (>100% at 50 μg/mL) thereof. The ethyl acetate fraction contained high concentrations of lignanamides, and one new (1) and four known (25) compounds were purified via column chromatography. All five compounds (15) had IC50 values of 3.2 ± 0.4–18.3 ± 1.0 μΜ with competitive mode against sEH activity via binding to the active site of the enzyme. Also, they had Ki value ranging of 1.5 ± 0.2–9.9 ± 0.8 μΜ. Compounds 13 and 5 had molecular weights exceeding 500 Da, and each bound across the active site and right pocket of sEH(ASN472). Meanwhile, compound 4 (molecular weight, ∼300 Da) was an appropriate size for binding the active site. In particular, it was confirmed that potential inhibitors 4 and 5 in a fluid state maintain binding while stably interacting with sEH. In common, the two compounds maintained continuous hydrogen bonding between the ketone of the amide and Tyr383, and compound 5 with various functional groups formed additional hydrogen bonding with Asn472, Asp335, and Tyr466. Overall, it was confirmed that the ∼300 Da lignanamide was a sufficient backbone for the development of sEH inhibitors through previously known sEH inhibitors [] and compound 4, and additionally, the possibility of ∼500 Da compound 5 as a new lead compound was confirmed. These findings support the development of novel naturally derived sEH inhibitors.

5. Conclusion

Among raw materials derived from hemp seeds, the hulls showed the greatest inhibitory activity against sEH. One new (1) and four known (25) lignanamides were isolated via silica gel and C-18 column chromatography from the ethyl acetate fraction of the hemp seed hull ethanol extract. Compounds 15 inhibited sEH activity (IC50: 8.9 ± 08, 18.3 ± 1.0, 8.3 ± 1.1, 3.2 ± 0.4, and 3.3 ± 0.3 μM, respectively) via competitive binding (ki: 9.0 ± 0.8, 6.9 ± 0.7, 9.9 ± 0.8, 1.8 ± 0.4, and 1.5 ± 0.2 μM, respectively). Computational chemistry revealed the amino acid residues most likely to participate in the hydrogen bonding of the inhibitors with sEH. The present study confirms the inhibitory activities of lignanamides against sEH, and reveals hemp seed hulls to be a natural source of raw materials. These findings are expected to support the development of novel sEH-targeting drugs for anti-inflammatory and cardiovascular diseases.

Author contribution statement

Jang Hoon Kim: Conceived and designed the experiments; Performed the experiments; Analyzed and interpreted the data; Contributed reagents, materials, analysis tools or data; Wrote the paper.

Yun-Chan Huh; Mok Hur; Woo Tae Park; Youn-Ho Moon; Tae IL Kim; Sung-Cheol Koo: Contributed reagents, materials, analysis tools or data;

Seon Mi Kim: Performed the experiments.

Data availability statement

No data was used for the research described in the article.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgement

This study was supported by the cooperative Research Program (RS-2022-RD010270 (PJ01701502)) of Rural Development Administration, Republic of Korea.

Footnotes

Appendix ASupplementary data to this article can be found online at https://doi.org/10.1016/j.heliyon.2023.e19772.

Appendix A. Supplementary data

The following is the Supplementary data to this article:

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