1. Introduction
Black walnut (Juglans nigra L.) is an economically valuable tree for edible nut production in the United States [1]. This native tree nut constitutes a major part of the nut production industry in the U.S. Midwest, with over 15 million pounds processed annually in Missouri [2]. People traditionally valued black walnut kernels as a health-promoting food source based on its compositional profile and utilized other parts of the trees (e.g., leaves, barks) for multiple medical purposes to treat diarrhea and bilious and cramp colic [3]. Consumption of black walnut kernels has been linked to potential health-promoting activities, such as lowering cholesterol absorption, anti-inflammatory effects, and prevention of certain cancers [4].
Our recent studies have demonstrated a wide range of biological functions of kernel extracts derived from black walnuts including antibacterial, antioxidant, and anti-inflammatory potential [5,6,7]. Ho et al. [6] reported antibacterial capacities of 22 black walnut cultivars selected for nut production by the University of Missouri Center for Agroforestry (Columbia, Missouri, USA) [8]. Several black walnut cultivars (e.g., Mystry, Surprise) exhibited antibacterial activity against a Gram-positive bacterium (Staphylococcus aureus) and the antibacterial activities were variable among the tested cultivars. Glansreginin A, azelaic acid, and quercetin were predominant phenolic compounds responsible for the antibacterial activities. These compounds were successfully identified in the bioactive fraction of kernel extracts from Mystry via a bioassay guided purification strategy combined with a metabolomics approach [6].
Black walnut kernels have also been reported to possess anti-inflammatory potential. The kernel extracts of black walnuts exhibited inhibitory effects on the production of several anti-inflammatory mediators (e.g., interleukin (IL)-1β, tumor necrosis factor alpha (TNF-α), monocyte chemoattractant protein (MCP)-1, IL-6, IL-8) in human promonocytic cell line U-937 model system [5]. The cytokine suppressive activities were variable among the black walnut cultivars examined. Two cultivars, Surprise and Sparrow, significantly inhibited the cytokine production of all examined cytokines in the U-937 cells. Additionally, our recent findings revealed antioxidant activities of the kernel extracts derived from six black walnut cultivars. Mystry showed the strongest antioxidant capacities compared with other tested cultivars [7].
Health-promoting properties of black walnuts are likely associated with a wealth of phytochemicals presented in black walnut kernels. Several polyphenols detected in the kernel extracts of black walnut are known to possess a variety of bioactive functions such as anti-inflammatory, antioxidant, antibacterial, and anticancer activities. Our previous studies have identified 17 phenolic compounds in the kernels of 11 black walnut cultivars [6,9] and many of these compounds (e.g., ellagic acid, epicatechin gallate, naringin, penta-O-galloyl-β-
High-throughput screening (HTS) is a critical tool to expand biomedical knowledge of small molecules that can be used for the drug discovery industry [13]. The high-throughput analytical technologies enable us to evaluate the biological functions of large amounts of chemicals or natural materials in the shortest amount of time by integrating chemical analyses, modeling, and machine learning that can result in marketed pharmaceutical products in the lowest cost production [14]. In this study, we utilized high-throughput screening assays to identify antioxidant and anticancer potentials of phenolic compounds found in black walnuts. The exploration of biological functions of bioactive compounds in black walnuts could reveal underexplored bioactive activities of black walnut extracts and promote the development of novel applications of black walnut and its by-products.
2. Results
2.1. Total Antioxidant Capacity
Our previous studies have documented the presence of 17 phenolic compounds in black walnuts [6,9]. Out of 17 phenolic compounds identified, 16 compounds were evaluated for their antioxidant and anticancer activities, whereas the bioactive activities of glansreginin A were not examined since this compound was not commercially available. Out of 16 phenolic compounds tested, 10 compounds (penta-O-galloyl-β-
Linear regression models of the majority of tested compounds had high R2 values (>0.98), indicating that these models were reliable (Table 1). Models of two compounds (p-hydroxybenzoic acid and quinic acid) had low values of R2 since these compounds had minor or no antioxidant capacity under the experimental conditions. Violin plots representing the data distribution of controls (Trolox and tert-butylhydroquinone) showed a relatively small variation of data, indicating that the HTS assay system was reliable (Supplementary Figures S1 and S2).
2.2. Antioxidant Response Element (ARE) Activation
The ARE fold-increase in HepG2-ARE activation of all compounds relative to the control was <2 (Figure 2). Since the ARE fold-increase in HepG2-ARE of examined compounds was <10 [15], there were no compounds that could be considered to exert significant ARE induction activity. (−)-Epicatechin showed the strongest ARE activation among all compounds, followed by p-coumaric acid, quercetin 3-β-
2.3. Cell Proliferation Assays
Cell viability assays were performed to address the cytotoxic effects of the phenolic compounds. A reduction in luminescence absorbance could result from a loss of cell viability and a reduction in cell number. The vehicle DMSO at the highest concentrations used (0.35%) did not affect cell number or viability in both A549 and MRC-5 cells, indicating that a reduction in luminescence absorbance in the presence of the tested compounds would indicate a toxic effect of these compounds rather than the vehicle. Among 16 tested compounds, penta-O-galloyl-β-
3. Discussion
Black walnuts have recently been documented as a promising natural source for the medicinal and pharmaceutical industries. The kernels of black walnuts have been reported to possess multiple biological functions which are likely associated with the presence of its bioactive constituents, including polyphenols. In the present study, we utilized HTS technologies to characterize the antioxidant and anticancer activities of 16 phenolic compounds found in black walnut kernels [6,9]. Given the huge availability of black walnuts, the exploration of the biological functions of the bioactive compounds in black walnuts could promote the development of novel applications of black walnut and its by-products, which could provide opportunities to utilize the abundant, low-value, renewable materials from black walnut and its by-products into profitable value-added products and thereby potentially increase the sustainability of the black walnut agro-industry.
Our results indicated that several phenolic compounds found in black walnut kernels exert strong antioxidant activities. Out of 16 phenolic compounds tested, 10 compounds (penta-O-galloyl-β-
Our results also revealed the anticancer potential of the phenolic compounds in black walnuts. Two phenolic compounds, penta-O-galloyl-β-
Vu et al. [9] reported that the contents of phenolic compounds were widely variable among different black walnut cultivars. Among the six black walnut cultivars whose antioxidant capacities have been examined, the kernel extracts from Mystry and Surprise have been documented to possess the strongest antioxidant activities [7]. Remarkably, penta-O-galloyl-β-
The results from HTS assays indicated penta-O-galloyl-β-
4. Materials and Methods
4.1. Sample Preparation
Chemicals including (+)-catechin, (−)-epicatechin gallate, ellagic acid, ferulic acid, gallic acid, naringin, p-coumaric acid, p-hydroxybenzoic acid, penta-O-galloyl-β-
4.2. Cell Lines
An Nrf2 antioxidant response element (ARE) reporter HepG2 cell line, a stably transfected liver cell line expressing a firefly luciferase gene under the control of the ARE, was purchased from BPS Bioscience (San Diego, CA, USA). The human alveolar epithelial cell line A549 and the human lung fibroblast cell line MRC-5 were obtained from American Type Culture Collection (ATCC) (CCL-185 and CCL-171, ATCC, Manassas, VA, USA). The HepG2-ARE cells were grown in modified Eagle’s medium (MEM) supplemented with GlutaMAX, 10% fetal calf serum (FBS) and 600ug/mL Geneticin (Thermo Fisher Scientific, Waltham, MA, USA). The tumorigenic alveolar epithelial cells (A549) and non-tumorigenic lung fibroblast cells (MRC-5) were grown in RPMI medium supplemented with 10% FBS. All cells were grown and maintained at 37 °C in a humidified incubator with 5% CO2.
4.3. Total Antioxidant Capacity
The antioxidant capacity of the phenolic compounds was evaluated using a total antioxidant capacity (TAC) colorimetric assay kit (K274-100, BioVision, CA, USA), according to the manufacturer’s instructions. Briefly, the phenolic compounds tested at 7 concentrations (as described above) were added to 384-well plates. Subsequently, Cu2+ working solution (12.5 µL/ well) was added into the sample wells. The 384-well plates were incubated for 1.5 h at room temperature and the absorbance of the samples was then read at 570 nm using a microplate reader (Enspire, Perkin Elmer Inc., Waltham, MA, USA). Trolox was used to standardize the antioxidant capacity, as recommended by the manufacturer. A Trolox standard curve was included, and the total antioxidant capacity of the phenolic compounds was interpolated and expressed as Trolox equivalent (mM) from a seven-parameter logistic curve of the Trolox control using curve-fitting software.
4.4. Antioxidant Response Element (ARE) Activation
The impact of the phenolic compounds on ARE activation in the HepG2-ARE cell line was evaluated using Steady-Glo® Luciferase assay system (E2510, Promega, Madison, WI, USA), following the manufacturer’s instructions. In brief, the HepG2 -ARE cells were seeded at a density of 10,000 cells/well in 384-well plates containing 50 µL of the complete media per well using a Multidrop Combi dispenser (Thermo Fisher Scientific, Waltham, MA, USA) and then the plate cultures were incubated at 37 °C in a 5% CO2 humidified incubator for 20 h. The HepG2-ARE cells were incubated with compounds for 18 h. The known ARE activator TBHQ was used as a positive control and the cells treated with 0.35% DMSO and without compounds tested served as a vehicle control. The cells in the absence of DMSO and the compounds were utilized for measuring the background luminescence. The reporter activity was measured by the addition of 25 µL Steady-Glo® luciferase assay reagent (Promega) for 30 min using the Multidrop Combi dispenser (Thermo Fisher Scientific). The luminescence intensities of the 384-well plates were read on Enspire microplate reader (Perkin Elmer Inc.). Percent cytotoxicity of compounds was normalized to the positive and negative controls on each assay plate.
4.5. Cell Proliferation Assays
Influence of the phenolic compounds on cell growth in the tumorigenic alveolar epithelial cells (A549) and non-tumorigenic lung fibroblast cell (MRC-5) cell lines was investigated using the CellTiter-Glo® cell viability assay kit (G7571, BioVision, CA, USA), according to the manufacturer’s instructions. Briefly, the A549 and MRC-5 cells were seeded at densities of 8000 and 3000 cells per well, respectively, in 384-well plates and were then incubated in a 5% CO2 humidified incubator at 37 °C. The cultures were treated with the phenolic compounds and
4.6. Data Analysis
For total antioxidant capacity analysis, linear regression analysis was performed to identify the linear regression equation for each compound using GraphPad Prism 8 (San Diego, CA, USA). The coefficient of the compound equation was compared with the coefficient of the Trolox control to determine the relative total antioxidant capacity of each compound. Fold-increase over Trolox was calculated by dividing the coefficient of the compound models by the coefficient of the Trolox control. The compounds that exhibited a fold-increase over Trolox greater than 5 were considered to possess significant total antioxidant capacity [15].
The ARE fold induction of the compounds was measured by dividing the luminescence absorbance of the treatment by the specific luminescence absorbance of the control sample and multiplying by 100. The control sample (in the presence of DMSO vehicle and without the compounds) was set at 100%. The compounds that had ARE fold induction to 10-fold over the vehicle controls in one or more concentrations were considered to have significant ARE induction activity [15].
The relative cytotoxicity (%) of the phenolic compounds was calculated by dividing the specific luminescence absorbance of the treated sampled by the specific luminescence absorbance of the control sample and multiplying by 100. The control sample (in the presence of DMSO vehicle and without the compounds) was set at 100%. Non-linear regression analysis of data was performed to identify the dose-response curve for each compound. The IC50 values (half maximal inhibitory concentration) of each compound were determined from the dose-response curve for the A549 and MRC-5 cell lines using GraphPad Prism 8. The compounds that exhibited IC 50 values < 10 µM in the A549 cell line and had no toxic effects on the control cell line MRC-5 were considered to be potent antiproliferative compounds.
5. Conclusions
We identified the antioxidant and anticancer potentials of phenolic compounds found in black walnuts. Out of 16 tested compounds, several compounds had remarkable antioxidant activities and two compounds had strong anticancer activities. Penta-O-galloyl-β-
Supplementary Materials
The following are available online. Figure S1: Data distribution of controls (Trolox, DL-sulforaphane, tert- butylhydroquinone) in total antioxidant capacity and antioxidant response element (ARE) activation assays. Figure S2: Data distribution of controls (Trolox, DL-sulforaphane) in cytotoxicity assays.
Author Contributions
Conceptualization: C.-H.L., A.R., K.-V.H.; data curation: A.R., S.F.; formal analysis: K.-V.H.; writing—original draft preparation: K.-V.H.; writing—review and editing: all authors; investigation and funding acquisition: C.-H.L. All authors have read and agreed to the published version of the manuscript.
Funding
This work was supported by the USDA/ARS Dale Bumpers Small Farm Research Center, Agreement number 58-6020-6-001 from the USDA Agricultural Research Service, Center for Agroforestry at University of Missouri, and Missouri Department of Agriculture Specialty Crop Block Grant Program (SCBGP) #16SCBGPMO0003.
Acknowledgments
We would like to thank the Center for Agroforestry at University of Missouri, USDA/ARS Dale Bumpers Small Farm Research Center, and Missouri Department of Agriculture Specialty Crop Block Grant Program for supporting this research.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Sample Availability: Samples of the compounds mentioned in this study are available from the authors.
Figures and Tables
Figure 1. Total antioxidant activity of phenolic compounds in black walnut. (a) Compounds with higher antioxidant capacity than Trolox, (b) compounds with lower antioxidant capacity than Trolox.
Figure 2. Antioxidant response element (ARE) activation activities of the tested compounds in HepG2-ARE cells. In the heatmap, color represents relative fold-increases in ARE activities in HepG2-ARE cells treated with DMSO and compounds compared with the corresponding vehicle control, the HepG2-ARE cells treated with 0.35% DMSO only. * Penta-O-galloyl-β-d-glucose was screened at concentrations of 0, 2.5, 15, 30, 80, 125, 175 µM, respectively.
Figure 3. Cytotoxicity (%) of phenolic compounds (penta-O-galloyl-β-d-glucose, quercetin 3-β-d-glucoside, gallic acid, epicatechin gallate, ellagic acid) and the control (dl-sulforaphane) in A549 and MRC-5 cell lines. Data are expressed as percentages of cytotoxicity in A549 and MRC-5 cells treated with DMSO and the compounds compared with the corresponding vehicle controls that were A549 and MRC-5 cells treated with 0.35% DMSO only.
Antioxidant activities of phenolic compounds in black walnut.
No. | Compound | Slope |
R Square | Fold-Increase Over Trolox |
---|---|---|---|---|
Control | ||||
1 | Trolox | 0.001014 ± 1.125 × 10−5 | 0.999 | 1.0 |
Antioxidant Capacity Higher than Trolox | ||||
2 | Penta-O-galloyl-β- |
0.01167 ± 5.756 × 10−4 | 0.995 | 11.5 |
3 | Epicatechin gallate | 0.004294 ± 1.570 × 10−4 | 0.996 | 4.2 |
4 | Quercetin | 0.004045 ± 1.392 × 10−4 | 0.997 | 4.0 |
5 | (−)-Epicatechin | 0.003729 ± 7.546 × 10−5 | 0.999 | 3.7 |
6 | Rutin | 0.002962 ± 1.551 × 10−4 | 0.989 | 2.9 |
7 | Quercetin 3-β- |
0.002908 ± 1.522 × 10−4 | 0.989 | 2.9 |
8 | Gallic acid | 0.002541 ± 1.392 × 10−5 | 0.999 | 2.5 |
9 | (+)-Catechin | 0.002029 ± 3.184 × 10−5 | 0.999 | 2.0 |
10 | Ferulic acid | 0.001775 ± 5.026 × 10−5 | 0.997 | 1.8 |
11 | Syringic acid | 0.001088 ± 1.057 × 10−5 | 0.999 | 1.1 |
Antioxidant capacity lower than Trolox | ||||
12 | Vanillic acid | 0.0007396 ± 4.245 × 10−5 | 0.984 | 0.7 |
13 | Ellagic acid | 0.0005183 ± 2.860 × 10−5 | 0.988 | 0.5 |
14 | Naringin | 0.0005177 ± 9.755 × 10−6 | 0.998 | 0.5 |
15 | p-Coumaric acid | 0.0003139 ± 1.434 × 10−5 | 0.992 | 0.3 |
16 | p-Hydroxybenzoic acid | −0.000008 ± 1.260 × 10−5 | 0.086 | n/a |
17 | Quinic acid | −0.0000004 ± 1.034 × 10−6 | 0.032 | <0.1 |
Half maximal inhibitory concentrations (IC50) of phenolic compounds (µM) in black walnuts in A549 and MRC-5 cell lines.
Compound | A549 Cell Line | MRC-5 Cell Line |
---|---|---|
Penta-O-galloyl-β- |
6.11 | 10.37 |
Quercetin 3-β- |
6.89 | 12.15 |
Epicatechin gallate | 65.96 | 64.38 |
Quercetin | 87.74 | 99.47 |
Gallic acid | >250 | 48.18 |
Ellagic acid | >250 | >250 |
(−)-Epicatechin | >250 | >250 |
Rutin | >250 | >250 |
(+)-Catechin | >250 | >250 |
Ferulic acid | >250 | >250 |
Syringic acid | >250 | >250 |
Vanillic acid | >250 | >250 |
Naringin | >250 | >250 |
p-Coumaric acid | >250 | >250 |
p-Hydroxybenzoic acid | >250 | >250 |
Quinic acid | >250 | >250 |
16.96 | 9.95 |
Concentrations of phenolic compounds (µg/g of dry weight) in kernels of six black walnut cultivars with their known bioactive activities [5,6,7,9,24].
Compound | Black Walnut Cultivar | English Walnut + | |||||
---|---|---|---|---|---|---|---|
Daniel | Hay | Jackson | Kwik Krop | Mystry | Surprise | ||
Penta-O-galloyl-β- |
n/d | n/d | n/d | n/d | 15.2 ± 2.5 | n/d | 55.9 ± 7.7 |
Quercetin 3-β- |
n/d | 3.2 ± 0.1 | 1.6 ± 0.2 | n/d | 2.1 ± 0.3 | 1.8 ± 0.3 | 3.7 ± 0.2 |
Epicatechin gallate | 13.2 ± 0.5 | 7.0 ± 0.6 | 3.6 ± 0.7 | n/d | 2.0 ± 0.2 | 6.0 ± 0.7 | 4.9 ± 1.5 |
Gallic acid | n/d | 1.4 ± 0.2 | 0.7 ± 0.2 | 0.5 ± 0.03 | 4.3 ± 0.3 | 1.0 ± 0.03 | 8.1 ± 0.7 |
Ellagic acid | 30.4 ± 1.0 | 40.5 ± 5.9 | 61.1 ± 3.7 | 11.4 ± 2.0 | 65.7 ± 4.8 | 72.1 ± 8.3 | 98.4 ± 20.6 |
Rutin | n/d | n/d | n/d | 1.7 ± 0.6 | 4.2 ± 1.3 | n/d | 2.7 ± 0.3 |
(+)-Catechin | n/d | n/d | n/d | n/d | n/d | 0.6 ± 0.01 | 47.9 ± 3.5 |
Ferulic acid | n/d | n/d | n/d | 0.7 ± 0.04 | 0.6 ± 0.06 | 4.9 ± 0.08 | 0.9 ± 0.1 |
Syringic acid | 7.3 ± 1.3 | n/d | 7.7 ± 1.4 | n/d | 9.5 ± 2.1 | n/d | 7.3 ± 2.2 |
Vanillic acid | n/d | 9.9 ± 2.6 | 8.7 ± 1.7 | n/d | 6.9 ± 1.2 | n/d | 7.3 ± 1.8 |
Naringin | 0.5 ± 0.1 | n/d | n/d | 0.3 ± 0.1 | 0.5 ± 0.2 | 4.9 ± 0.1 | 0.3 ± 0.04 |
p-Coumaric acid | n/d | 0.2 ± 0.03 | 0.2 ± 0.03 | 0.2 ± 0.1 | 0.3 ± 0.02 | 0.3 ± 0.1 | 0.5 ± 0.1 |
p-Hydroxybenzoic acid | n/d | n/d | n/d | n/d | n/d | n/d | 1.2 ± 0.5 |
Quinic acid | 4.7 ± 0.2 | 2.4 ± 0.1 | 1.4 ± 0.2 | 4.2 ± 0.2 | 2.4 ± 0.3 | 3.9 ± 0.5 | 6.8 ± 0.4 |
Quercetin | n/q | n/q | n/q | n/q | n/q | n/q | n/q |
(−)-Epicatechin | n/q | n/q | n/q | n/q | n/q | n/q | 3.9 ± 0.01 |
Biological Activity of Kernel Extracts from Black Walnuts | |||||||
Antioxidant | ++ | + | ++ | ++ | +++ | +++ | n/c |
Antibacterial * | . | . | . | . | +++ | +++ | n/c |
Anti-inflammatory potential ** | + | n/a | n/a | n/a | + | +++ | n/c |
+: phenolic contents in an English walnut cultivar [9,24]; * antibacterial activities of the extracts against a Gram-positive bacterium (Staphylococcus aureus) [6]; ** : overall cytokine suppressive activities of the extracts on six cytokines/chemokines in (TNF-α, IL-1β, IL-6, IL-8, IL-10, and MCP-1) in human promonocytic cell line U-937 [5]; n/d: not detected; n/q: identified but not quantified; n/a: not reported; n/c: not comparable since the biological activities of English walnut and black walnut were not reported from the same studies; +: possessing activity; .: no activity.
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Abstract
Our recent studies have demonstrated multiple health-promoting benefits from black walnut kernels. These biological functions of black walnuts are likely associated with their bioactive constituents. Characterization of phenolic compounds found in black walnut could point out underexplored bioactive activities of black walnut extracts and promote the development of novel applications of black walnut and its by-products. In the present study, we assessed bioactivity profiles of phenolic compounds identified in the kernels of black walnuts using a high-throughput screening (HTS) approach. Black walnut phenolic compounds were evaluated in terms of their total antioxidant capacity, antioxidant response element (ARE) induction, and anticancer activities. The anticancer activities were identified by evaluating the effects of the phenolic compounds on the growth of the tumorigenic alveolar epithelial cells (A549) and non-tumorigenic lung fibroblast cells (MRC-5). Out of 16 phenolic compounds tested, several compounds (penta-O-galloyl-β-
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
Details

1 Center for Agroforestry, School of Natural Resources, University of Missouri, Columbia, MO 65211, USA;
2 High Throughput Screening Laboratory, University of Kansas, Lawrence, KS 66047, USA;
3 CEVA Biomune, Lenexa, KS 66215, USA;
4 Center for Agroforestry, School of Natural Resources, University of Missouri, Columbia, MO 65211, USA;
5 Center for Agroforestry, School of Natural Resources, University of Missouri, Columbia, MO 65211, USA;