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Journal of Food and Drug Analysis logoLink to Journal of Food and Drug Analysis
. 2019 Apr 23;27(3):717–728. doi: 10.1016/j.jfda.2019.04.001

A sensitive HPLC-FLD method combined with multivariate analysis for the determination of amino acids in l-citrulline rich vegetables

Karen A Corleto 1, Jashbir Singh 1, GK Jayaprakasha 1,**, Bhimanagouda S Patil 1,*
PMCID: PMC9307045  PMID: 31324287

Abstract

The proposed analytical method reports the separation and quantification of 21 amino acids including l-citrulline from fresh vegetables and commercial juices using a C8 column. Optimal separation conditions for amino acids analysis were obtained with 20 mM sodium acetate (solvent A) and water with organic modifier acetonitrile and methanol (solvent B; 18/50/32 V/V). The ideal pH and column temperature were found to be 5.40 and 35 °C, respectively. The LOD and LOQ values were obtained in the range of 0.02–0.19 ng/mL and 0.04–0.39 ng/mL for all amino acids respectively. Relative standard deviations (RSD) of intraday and interday analysis were found to be <2.7% and 7.9%, respectively. The recovery of amino acids were found be satisfactory for all the tested crops. The developed method was successfully used for the quantification of amino acids in six fresh vegetable juices including watermelon, cucumber, celery, calabaza squash, zucchini squash, yellow squash and commercial juices. Multivariate analysis was used to determine the significant differences in the amino acids profiles. l-citrulline content was highest in fresh watermelon juice (716.57 ± 24.80 μg/mL) and commercial watermelon lime juice (826.48 ± 34.48 μg/mL). The optimized analytical method is rapid, sensitive, accurate and reproducible for analysis of free amino acids including l-citrulline from different vegetable juices and other food products. To the best of our knowledge, this is the first report to separate OPA derivatives of amino acids using C8 column from watermelon, cucumber, zucchini squash, yellow squash, calabaza squash, and celery in a HPLC-FLD system.

Keywords: Vegetable juices, Amino acids, l-citrulline, OPA derivatives, C8 column

1. Introduction

Juices have become a popular option to increase consumption of fruits and vegetables due to various health beneficial properties with unique taste and flavor [14]. Free amino acids influence the aroma, taste, and color of juices and are determinants of quality [57]. Amino acids are also beneficial for human health and are involved in numerous biological processes. They have functional properties including protein synthesis, cell signaling, cellular metabolism, immune response and some act as antioxidants [8]. For example, l-citrulline is a non-essential amino acid engaged in interorgan metabolism [9]. It is also involved in the production of nitric oxide a signaling molecule and potent vasodilator [10]. The Cucurbitaceae family, has been found to be a source of l-citrulline [11]. Analysis of l-citrulline and other free amino acids in juices is important for the determination of quality and health benefits.

Various analytical techniques, capillary electrophoresis, gas chromatography, qNMR and liquid chromatography have been utilized for the analysis of amino acids in a variety of samples [12,13]. Reversed-phase high pressure liquid chromatography (RP-HPLC) is a commonly used technique in the analysis of amino acids [6,14,15]. Few methods have been reported for the analysis of underivatized amino acids [16,17] and due to the lack of a suitable chromophore the separation of amino acids in biological samples remains challenging [1820]. Moreover, the separation of amino acids are challenging due to the presence of acidic, basic, and neutral behavior and their critical pairs. The critical pairs are closely eluting amino acid derivatives such as glycine/arginine, alanine/β-alanine, and methionine/valine [21,22]. Amino acid detection has been performed using fluorescence (FLD), UV, and diode array detector (DAD) by RP-HPLC and is usually carried out after pre-column derivatization [18,23]. Typically used reagents for amino acid derivatization are 6-aminoquinolyl-N-hydroxysuccinimidyl carbamate (AQC), 9-fluorenylmethyl-chloroformate (FMOC-Cl), phenylisoth iocyanate (PITC), dansyl-chloride, and O-phthalaldehyde (OPA) [6,14,18,24]. Derivatization with dansyl-chloride, PITC, and FMOC involve complex and time consuming sample preparations [19]. OPA derivatization involves simple sample preparation and can be carried out rapidly at 25 °C.

Quantification of l-citrulline using HPLC is usually carried out in biological samples such as plasma, urine, and cerebrospinal fluid [25,26]. Few methods have been reported on the analysis of amino acids l-citrulline from cucurbits. Amino acids quantification from watermelon by fluorescence detection using O-phthalaldehyde- N-isobutyryl-l-cysteine (OPA-IBLC) derivatives has been carried out, however l-citrulline was not analyzed and the run time was over 70 min [27]. Dansyl chloride derivatives and HPLC-DAD have also been used for the analysis of l-citrulline in watermelon and other cucurbits including cucumber and squash [28,29]. The rapid determination of l-citrulline from watermelon using FMOC and HPLC-PDA has been reported, however this method was limited to only detecting l-citrulline [16].

To the best of our knowledge, no convenient analytical methods using OPA-derivatives coupled with HPLC-FLD are reported for the routine analysis of free amino acids including l-citrulline from the Cucurbitaceae family using C8 column. The present study reports an optimized HPLC-FLD method using automated precolumn OPA derivatization for the analysis of free amino acids in six vegetables including watermelon (Citrullus lanatus), cucumber (Cucumis sativus), zucchini squash (Cucurbita pepo), yellow squash (C. pepo), calabaza squash (C. pepo), celery (Apium graveolens) and also five commercial juice blends.

2. Materials and methods

2.1. Chemicals and reagents

Amino acid standards, sodium acetate trihydrate, hydrochloric acid, 2-mercaptoethanol, HPLC grade methanol and acetonitrile were obtained from Sigma Aldrich (St. Louis, MO, USA). β-alanine and OPA were purchased from TCI Chemicals (Portland, OR, USA). l-ornithine, glacial acetic acid, Brij-35 and sodium borate were purchased from Thermo Fisher Scientific (Waltham, MA, USA). HPLC-grade water (resistivity 18.2 mΩcm) was obtained from a Nanopure water purification system (Barnstead, Dubuque, IA).

2.2. Fresh vegetable juice sample preparation

Fresh watermelon (2726 g), cucumber (331 g), zucchini squash (133 g), yellow squash (187 g), calabaza squash (104 g), and celery (531 g) were obtained from a local super market (College station, TX, USA). All vegetables were rinsed thoroughly with tap water followed by nanopure water. Vegetables were chopped and passed through an Omega 8006 Nutrition System HD Juicer (Omega Products, Inc., Harrisburg, PA). The vegetables juices were homogenized, sonicated for 30 min and centrifuged at 7826× g for 10 min and supernatants were passed though Whatman filter paper No. 1. The obtained filtrates final volumes were as follows 2400 mL (watermelon), 251 mL (cucumber), 57 mL (zucchini squash), 77 mL (yellow squash), 41 mL (calabaza squash), and 413 mL (celery). Samples were diluted with nanopure water (1:100) then filtered through a 0.40 μm cellulose syringe filter for HPLC analysis. The samples were used for optimization and validation of the analytical method.

2.3. Commercial juice samples

Commercial juices such as blends of ginger, beetroot and carrot (J-1), carrot and beetroot (J-2), kale and pineapple (J-3), kale, apple and lemon (J-4), and watermelon and lime (J-5) were purchased at a Whole food market (Houston, TX, USA). Samples were kept sealed at 4 °C until analysis. Sample aliquots (1 mL) were diluted with nanopure water J-1 and J-2 (1:20) and J-3 through J-5 (1:10) and centrifuged at 7826× g for 10 min and passed through a 0.40 μm cellulose syringe filter before HPLC analysis. Samples were store at −80 °C until the analysis.

2.4. Preparation of OPA reagent

Derivatization with OPA was carried out using a slight modification of the method according to Wu and Menninger [26]. Briefly, 50 mg of OPA was first dissolved in 1.25 mL of HPLC grade methanol, followed by 11.1 mL of 40 mM sodium borate, 0.5 mL of 3.1% Brij-35 and 50 μL of 2-mercaptoethanol (ME).

2.5. HPLC-FLD system

Amino acids were separated using a HPLC system comprised of a PerkinElmer Series 200 binary pump and autosampler (Shelton, CT, USA). A Gastorr TG-14 inline degasser (GenTech Scientific Inc., USA) and an Eppendorf TC-50 controller with a CH-30 column heater (Westbury, NY, USA). Detection was carried out by a 1260 Infinity fluorescence detector controlled by an Instant Pilot model G4208A (Agilent Technologies, Santa Clara, CA, USA). The system was aligned by a PE Nelson 900 interface and a PE Nelson 600 Link box.

2.6. Stationary phase and solvent system

Various stationary phases were evaluated to determine optimal amino acids separation. The physicochemical properties of the different stationary phases used for the analysis of amino acids are presented in Table S1. The mobile phase consisted of (A) 20 mM sodium acetate buffer, and (B) acetonitrile/methanol/water (50/32/18). A 28 min separation of the amino acids was achieved by the following gradient program, isocratic 20% B for 4 min, gradually increase from 20% to 32% B within 2 min, 32%–34% B within 4 min, followed by increase from 34% to 38% B (3 min), then linearly increase up to 95% B within 9 min, kept isocratic 5% B for 2 min, then return to initial condition 20% B within 1 min and remain isocratic for 4 min. The flow rate was 0.6 mL/min and the injection volume was 5 μL. The derivatization procedure was automated; prior to sample injection, aliquots of 100 μL of OPA were taken up by the autosampler and added to HPLC vials containing juice samples or amino acid standards solution. The OPA-sample mixture was incubated for 2 min at 25 ± 1 °C. The reaction mixture was then immediately analyzed by HPLC-FLD. The excitation and emission of the fluorescence detector were set at 340 nm and 455 nm respectively for the detection of amino acids. The data was processed by TotalChrom version 6.3.2 software.

2.7. Method optimization

Optimization of the HPLC method parameters is essential for reliable and reproducible analysis of amino acids. The peak shape, the retention times, and system pressure is greatly influenced by the pH of mobile phase and temperature, especially during amino acid analysis. Therefore, the effect of different pH and temperatures were evaluated in this study.

2.7.1. Effect of pH

The pH of the mobile phase plays a significant role in the separation of amino acids. The effects of different buffer pH (5.40, 5.60, and 5.80) on separation and resolution of amino acids were studied. The mobile phase 20 mM sodium acetate was prepared and filtered with 0.45 μm filter paper and used for HPLC analysis.

2.7.2. Column temperature

Column temperature greatly influenced the retention time (RT), selectivity and resolution of amino acids especially critical pairs. Different column temperatures (25, 30, 35, and 40 °C) were used to study the chromatographic separation of amino acids.

2.8. Validation of developed method

2.8.1. Calibration curve, linearity, LOD and LOQ

Stock solutions of 21 amino acids, l-aspartic acid (≥98%), l-glutamic acid (≥99%), l-asparagine (≥98%), l-histidine (≥98%), l-serine (≥99%), l-glutamine (≥99%), l-citrulline (≥99%), l-arginine (≥99%), glycine (≥99%), l-threonine (≥98%), β-alanine (≥99%), l-alanine (≥98%), l-tyrosine (≥98%), l-tryptophan (≥98%), l-valine (≥98%), l-methionine (≥98%), l-phenylalanine (≥98%), l-isoleucine (≥98%), l-leucine (≥98%), l-ornithine (≥99%), and l-lysine (≥98%) were prepared with 0.1N HCl and nanopure water (1 mg/mL) The stock solutions were further diluted to make a final concentration of 2.5 μg/mL. The final concentrations were then serially diluted 0.08, 0.16, 0.32, 0.64, 1.28 μg/mL for the calibration curve. The linearity of the calibration curves of different amino acids were evaluated by injecting 5 μL of the serially diluted standard solutions. The calibration graph was obtained by plotting the HPLC peak area against their concentrations. The limit of detections (LOD) and limit of quantifications (LOQ) were determined with signal to noise ratios (S/N) of 3 and 10 respectively.

2.8.2. Precision

The precision of the optimized method was evaluated by repeatability (intraday precision) and intermediate precision (inter-day precision) of standard amino acids mixtures and watermelon juice samples. The repeatability of the method was evaluated by the relative standard deviation (% RSD) of the individual peak area obtained from predetermined consecutive injections (n = 5) performed on each day over a period of 3 consecutive days. The % RSD of the concentration and retention time of standards and watermelon sample were determined for the all the injections.

2.9. Matrix effect on recovery of amino acids

The influence of different vegetable matrix on extraction and quantitation of amino acids was evaluated. Freshly prepared vegetable juice samples were mixed with 100 μg/mL and 1000 μg/mL of standard 21 amino acids. The spiked samples were vortexed for 30 s, homogenized for 2 min, and sonicated for 30 min. Subsequently, samples were centrifuged (7826× g), filter though Whatman filter paper No. 1 and diluted with nanopure water (1:100). The resulting solutions contained 1 μg/mL and 10 μg/mL of each standard amino acids. The same concentrations of individual standard amino acids were injected to HPLC. Samples without standard spiking were used as control for calculating the recovery study.

2.10. Statistical analysis

The results are expressed in means ± standard error and analyzed by JMP Statistical Discovery™ (SAS) Pro.v.12.0 software package and processed by one-way analysis of variance (ANOVA) to evaluate significant difference (P ≤ 0.05) and two way analysis of variance at (P ≤ 0.05) was used to evaluate the effects of buffer pH and temperature on amino acid analysis. Tukey’s HSD (honest significant difference) test was used for comparison of sample means. For inter-day and intra-day analysis RSD was calculated according to the formula RSD = s/μ × 100, s is standard deviation and μ is the average. Principal component analysis (PCA) using MetaboAnalyst 4.0 (Xia Lab @ McGill http://www.metaboanalyst.ca/) was conducted to evaluate the effects of temperature and pH on amino acid separation and the changes in amino acids profiles of different vegetable juices.

3. Results and discussion

3.1. HPLC method development

Chromatographic conditions were optimized to separate 21 amino acids in different vegetables using automated precolumn derivatization. Amino acids are weak chromophores to enhance their sensitivity for fluorescent detection precolumn derivatization is required. Precolumn derivatization also increase the hydrophobicity of amino acids which aids in reverse-phase HPLC analysis [30]. The physical and chemical properties of the stationary phase such as pore size, carbon load, specific surface area, particle shape, and size influence peak resolution. The optimal stationary phase was achieved by using Kinetex C8, Eclipse XDB C8 and C18. Results show that all the columns gave good peak response but the Eclipse XDB C8 gave satisfactory peak resolution for amino acids (Fig. S1). Optimization of the buffer pH and column temperature for optimal separation of amino acids was challenging. Various reports show that pH plays a key role in the separation and resolution of amino acids, especially for critical pairs [20,31]. During derivatization of primary amino acids, OPA reacts with the amino group to form an adduct. Fig. S2 presents the HPLC chromatograms of certain amino acids with two or more amino groups showed a single peak similar to other amino acids.

3.2. Effect of pH and temperature

To investigate the combined effect of pH and temperature, an amino acid standard mixture and watermelon juice samples were analyzed at three pH values (5.40, 5.60 and 5.80) and four temperatures (25, 30, 35, and 40 °C). Table 1 represents the effects of buffer pH and temperature on the separation and levels of amino acids present in watermelon juice. In the present study, critical pair 1 consisted of arginine, glycine and threonine, critical pair 2 was alanine, β-alanine, and tyrosine, and critical pair 3 methionine and valine. Results demonstrated that buffer pH and temperature greatly influence amino acid separation especially for critical pairs. For critical pair 1, the best separation was achieved using mobile phase pH 5.40 at column temperature 35 °C; however, baseline separation of all three was not achieved. Glycine was not detected in watermelon juice however for standard amino acid solution at 40 °C baseline separation between glycine and threonine was observed with almost complete co-elution of arginine and glycine. The second critical pair, l-alanine and β-alanine were well separated at a pH 5.40 for all temperatures. β-alanine and tyrosine showed base line separation at pH 5.60 and 5.80. However, with the increase in temperature, the resolution of alanine and β-alanine significantly reduced. The complete co-elution of both amino acids occurred at temperature 35 °C and 40 °C. Finally, adequate separation of methionine and valine was achieved at a pH 5.40 and pH 5.60. Their resolution also improved as temperature increased.

Table 1.

Effect of column temperatures and different buffer pH (20 mM) on the separation and quantification of amino acids (μg/mL) from watermelon by HPLC-FLD.

pH 5.40 pH 5.60 pH 5.80



25 °C 30 °C 35 °C 40 °C 25 °C 30 °C 35 °C 40 °C 25 °C 30 °C 35 °C 40 °C
Asp 74.85 ± 1.1ab 59.09 ± 1.7bcd 46.85 ± 0.2def 31.11 ± 0.3fg 41.63 ± 6.5ef 66.36 ± 0.8abc 49.94 ± 1.9dce 17.99 ± 2.2g 75.94 ± 5.2a 58.96 ± 6.7bcd 53.34 ± 1.0cde 38.67 ± 1.6ef
Glu 10.29 ± 0.2cd 9.36 ± 0.1cd 9.04 ± 0.2d 8.33 ± 0.2d 12.90 ± 0.5a 11.44 ± 0.2abc 9.54 ± 0.3cd 10.61 ± 0.4bcd 12.54 ± 0.6ab 11.54 ± 1.1abc 10.26 ± 0.3cd 9.01 ± 0.2d
Asn 34.16 ± 0.5a 30.45 ± 0.6abcd 27.22 ± 0.0cdef 22.70 ± 0.2f 32.65 ± 0.6ab 31.61 ± 0.5abc 28.47 ± 0.8bcde 24.55 ± 0.3ef 32.71 ± 1.7ab 28.35 ± 2.5bcde 30.11 ± 0.4abcd 26.62 ± 0.9def
His 63.85 ± 0.8a 51.52 ± 1.1c 37.91 ± 0.8e 24.07 ± 0.5fg 60.98 ± 0.8ab 48.20 ± 0.7cd 32.08 ± 0.9ef 20.36 ± 0.2g 54.47 ± 3.5bc 40.25 ± 3.9de 33.90 ± 0.5e 20.13 ± 0.8g
Ser 57.09 ± 0.6a 46.97 ± 1.0bcd 37.19 ± 0.3ef 26.56 ± 0.3g 52.79 ± 1.5ab 50.05 ± 0.7abc 40.50 ± 1.2def 28.17 ± 0.6g 56.42 ± 3.5a 45.13 ± 4.3bcde 41.94 ± 0.6cde 32.23 ± 1.0fg
Gln 309.19 ± 4.2a 261.89 ± 6.8abc 224.54 ± 1.8cde 173.35 ± 4.6ef 275.67 ± 10.6abc 271.15 ± 4.3abc 231.55 ± 7.8cde 168.78 ± 4.8f 295.69 ± 19.8ab 240.17 ± 26.3cd 243.87 ± 2.7bcd 200.49 ± 7.5def
Cit 746.90 ± 9.8a 636.09 ± 12.5ab 543.20 ± 4.5bc 366.98 ± 37.3d 752.81 ± 9.8a 648.63 ± 10.3ab 552.92 ± 16.8bc 469.11 ± 12.9cd 715.90 ± 49.2a 571.78 ± 62.1bc 574.10 ± 8.1bc 466.82 ± 14.5cd
Arg 611.40 ± 7.6a 545.24 ± 12.7abc 498.98 ± 1.5bcd 420.64 ± 7.8d 606.00 ± 7.8a 557.47 ± 10.7abc 506.72 ± 17.3abcd 464.04 ± 9.9cd 583.29 ± 39.3ab 480.18 ± 51.8bcd 520.23 ± 7.2abcd 473.53 ± 14.7cd
Thr 32.73 ± 1.0a 24.10 ± 0.4b 20.79 ± 0.8bc 17.63 ± 0.0cd 33.35 ± 0.7a 25.69 ± 1.4b 20.98 ± 0.6bc 16.90 ± 0.4d 31.91 ± 2.2a 22.01 ± 1.8bc 20.36 ± 0.2bcd 15.22 ± 1.3d
Ala 29.35 ± 0.4a 25.09 ± 0.5ab 21.38 ± 0.1bc 16.62 ± 0.3c 29.15 ± 0.3a 25.62 ± 0.3ab 21.73 ± 0.7b PM 28.36 ± 1.5a 22.89 ± 1.9b PM PM
β-ala 14.41 ± 0.2ab 14.06 ± 0.3abc 15.41 ± 0.4a PM 14.06 ± 0.2abc 14.19 ± 0.3abc 13.49 ± 0.2bc PM 15.11 ± 0.5ab 12.63 ± 0.7c PM PM
Tyr 18.41 ± 0.4a 17.58 ± 0.2ab 15.42 ± 0.5ab PM 18.48 ± 0.3a 17.19 ± 0.4ab 15.97 ± 1.0ab 14.71 ± 0.9b 18.48 ± 0.8a 16.21 ± 1.1ab 17.23 ± 0.1ab 14.87 ± 0.8b
Met 28.03 ± 0.4a 28.45 ± 0.5a 25.17 ± 0.5ab 21.91 ± 0.5b 25.20 ± 0.5ab 25.85 ± 0.4ab 24.78 ± 0.7ab 22.02 ± 0.5b 23.09 ± 1.1ab 23.61 ± 2.0b 25.82 ± 0.3ab 23.64 ± 0.8b
Val 44.11 ± 0.7a 38.97 ± 0.8abc 36.39 ± 0.2c 39.94 ± 0.9c 43.90 ± 0.4ab 39.94 ± 0.7abc 35.48 ± 1.0c 33.27 ± 1.1c 45.58 ± 2.7a 36.59 ± 3.4c 36.71 ± 0.5bc 32.78 ± 1.1c
Trp 58.46 ± 0.8ab 32.45 ± 1.0d 29.37 ± 1.3de 17.77 ± 0.4f 58.96 ± 0.4a 53.54 ± 0.8b 30.88 ± 1.3de 26.52 ± 2.0e 57.85 ± 3.1ab 43.69 ± 4.5b 54.21 ± 0.7ab 30.32 ± 0.7de
Phe 72.38 ± 1.4a 63.68 ± 2.1ab 51.58 ± 0.4cde 42.79 ± 0.8e 62.39 ± 1.0abc 61.27 ± 1.7abc 55.02 ± 1.8bcde 44.20 ± 0.6e 62.68 ± 3.8abc 57.58 ± 5.8bcd 53.48 ± 1.3bcde 46.56 ± 1.0de
Ile 56.21 ± 1.0a 52.15 ± 1.2ab 48.69 ± 0.1abc 42.81 ± 1.1bc 50.73 ± 1.0abc 52.64 ± 1.3ab 50.33 ± 1.4abc 42.14 ± 0.6c 51.80 ± 3.3ab 48.11 ± 4.7abc 48.97 ± 0.7abc 45.55 ± 1.3bc
Leu 39.37 ± 0.4a 33.80 ± 0.7abcd 29.29 ± 0.4de 24.31 ± 0.9ef 35.99 ± 1.5abc 37.15 ± 0.7ab 30.12 ± 0.6cde 21.76 ± 0.6f 37.59 ± 2.2ab 36.23 ± 3.2abc 32.11 ± 0.6bcd 24.13 ± 0.4ef
Orn 14.46 ± 0.4de 14.11 ± 0.5de 13.42 ± 0.4e 13.76 ± 1.1de 20.69 ± 1.5ab 19.31 ± 0.6abc 17.92 ± 0.5abcd 16.88 ± 0.9bcde 21.73 ± 0.9a 16.19 ± 1.3cde 17.57 ± 0.7bcd 17.06 ± 0.3bcde
Lys 50.39 ± 1.0a 44.88 ± 0.8ab 40.59 ± 0.4bc 33.44 ± 0.7c 52.31 ± 0.9a 48.21 ± 1.0ab 41.55 ± 1.2bc 35.72 ± 0.6c 51.93 ± 3.4a 35.78 ± 3.5c 41.93 ± 0.9bc 36.04 ± 1.0c

Results were expressed as mean ± standard error (n = 4).

Statististical differences were evaluted for the interactive effect of pH and temperature for each amino acid. Same letters signify that the means are not statistically significant at P ≤ 0.05 within the rows. Different letters represent significant differences at P ≤ 0.05 among the rows.

Abbreviations as follows: Asp: aspartic acid, Glu: glutamic acid, Asn: asparagine, His: histidine, Ser: serine, Gln: glutamine, Cit: citrulline, Arg: arginine, Gly: glycine, Thr: threonine, Ala: alanine, β-ala: β-alanine, Tyr: tyrosine, Met: methionine, Val: valine, Trp: tryptophan, Phe: phenylalanine, Ile: isoleucine, Leu: leucine, Orn: ornithine, and Lys: lysine; PM: peak merged.

It was found that column temperature has an effect on the fluorescent signal of OPA derivatives. At higher temperatures OPA derivatives have a reduced fluorescent response. It has also been shown that increasing temperature slightly changes the elution times of the solutes and decreases the FLD signal of amino acids. It may be due to the change in the amino acids elution within the same gradient run cause by the difference in variation of mobile phase composition [32]. A two-way analysis of variance was conducted to evaluate the influence of buffer pH and column temperature on amino acids in watermelon juice. Effects were statistically significant at P ≤ 0.05. Therefore, buffer pH (5.40, 5.60, and 5.80), temperature (25 °C, 30 °C, 35 °C, and 40 °C) and their interactions significantly affected the separation of amino acids present in watermelon juice.

Li et al. [20] optimized HPLC method using pH range from 4.8 to 6.0 and concluded that pH 5.8 was the best pH for the separation of amino acids. Likewise, Zeng et al. [31] also used pH 5.6 after reviewing the effect of pH 5.0 to 5.8 on amino acids separation. Moreover, previous studies show that fluorescent intensity has been reduced at lower pH [32]. In the present study, good resolutions of 21 amino acids were obtained at pH 5.40 and a temperature 35 °C. Henderson et al. [33] separated standard amino acids including l-citrulline in 26 min using 40 mM sodium phosphate buffer with a flow rate was 2 mL/min, however sample matrix was not used for the separation of amino acids [33]. High concentration of phosphate buffer can cause precipitation in the system during gradient elution with organic solvent, which will generate back pressure [31,34]. Considering these issues, a 10 mM sodium acetate buffer was first studied; however inadequate peak separations and unreliable results were observed (data not shown). This was likely caused by a decrease in buffering capacity at low concentrations in accordance to previous studies [31]. The optimal amino acid separations were observed with a 20 mM sodium acetate buffer concentration.

3.3. Principal component analysis (PCA) of different temperatures and pH

Principle component analysis is an unsupervised technique that assists the comparison of samples [35]. To visualize the effects of temperature and buffer pH on the analysis of amino acids in watermelon juice PCA was used and the results are represented in Fig. 1. For the effect of temperature and pH on the amino acid concentrations calculated from the area. Fig. 1A and B, the principal components (PC) represented 81.4% of the total variance. PC1 and PC2 accounted for 71.9% and 9.5% of the variance, respectively. The results show clustering based on the respective buffer pH and temperature used to analyze the watermelon juice samples. Some of the groups overlapped, however based on PC1 results suggest the groups separated based on temperature with 25 °C and 30 °C clearly separating from 35 °C to 40 °C. Based on Table 1 most amino acids had a decreased response as temperature increased leading to a lower concentration of amino acids. PC2 separated the clusters based on pH, the clusters that represented samples run at pH 5.40 separated pH 5.60 and 5.80.

Fig. 1.

Fig. 1

Principal component analysis of the effects of different buffer pH (5.40, 5.60, and 5.80) and temperatures (25 °C, 30 °C, 35 °C, and 40 °C) on the amino acids present in watermelon juice. A) score and B) loadings plots for PC 1 and PC 2 of the concentration of amino acids. Explained variances for PC 1 and PC 2 in the score plot are indicated as the percentages in X- and Y–axis, respectively. Abbreviations as follows: Asp: aspartic acid, Glu: glutamic acid, Asn: asparagine, His: histidine, Ser: serine, Gln: glutamine, Cit: citrulline, Arg: arginine, Gly: glycine, Thr: threonine, Ala: alanine, β-ala: β-alanine, Tyr: tyrosine, Met: methionine, Val: valine, Trp: tryptophan, Phe: phenylalanine, Ile: isoleucine, Leu: leucine, Orn: ornithine, and Lys: lysine.

3.4. Method validation

Validation parameters including linearity, regression equation, limit of quantification (LOQ) and limit of detection (LOD) were performed for the developed method (Table S2). Excellent linearity was observed in all 21 amino acid standards by plotting the concentration as a function of peak area obtained from HPLC-FLD analysis (Fig. S3.). The linear is strongly influenced by the highest concentration in the calibration curve, which affects the slope and the intercept. In the present study, after eliminating the highest concentration (2.5 μg/μL) data point from the regression equation, the y-intercepts are less negative or they become positive (Table S3). Despite having a negative intercept, our calibration curves have excellent linearity (≥0.98). The LOQ and LOD were observed by the signal to noise (S/N) ratio.

The results of inter- and intraday variation for concentration and retention times for standards and watermelon are presented in Table S4. Results demonstrated that the %RSD for the standard concentrations was <2.5% for intraday and <8% for interday analysis. The %RSD was below 7% and 9.5% for intraday and interday analysis respectively for watermelon samples. The %RSD for RT was below <2% (n = 5) for intraday and <4% for interday analysis (n = 5). For watermelon juice, the intraday % RSD for RT was lower than 1.1% and for interday analysis was found to be within 3.7%. The results of the matrix effect on the recovery of amino acids from different vegetable juices samples are presented in Table 2. The majority of amino acids recovery was found to be satisfactory. For instance, watermelon, cucumber, celery, Zucchini squash and Yellow squash recovery was found to be 85–115%, 81.5–125.5, 89.7–127.8, 84.4–115.5 and 84.8–103.7% respectively at spiking level of 10 μL/mL. It seems that, juice matrix has no significant effect on the recovery of amino acids may be due to water to solid ratio is too high. In the case of watermelon juice, out of 20 amino acids 16 amino acids recovered >93% whereas all amino acids were recovered fully from cucumber except histidine. A similar trend was observed for rest of the vegetables used in this study.

Table 2.

Effect of matrix on the recovery (%) of amino acids from different vegetable samples.

Amino acids Watermelon Cucumber Celery Zucchini Squash Yellow Squash





1 μg/mL 10 μg/mL 1 μg/mL 10 μg/mL 1 μg/mL 10 μg/mL 1 μg/mL 10 μg/mL 1 μg/mL 10 μg/mL
Asp 105.1 105.5 95.0 125.5 110.3 120.3 95.6 101.2 98.8 94.8
Glu 101.0 101.5 88.5 117.8 ND ND 91.6 95.2 111.6 92.8
Asp 89.3 94.9 82.3 125.2 101.6 104.5 83.7 97.2 87.4 98.5
His 113.4 98.9 82.6 81.5 82.6 110.0 85.8 103.3 81.6 84.8
Ser 97.2 101.0 85.2 118.0 100.0 113.1 90.4 96.8 101.0 90.7
Gln 96.3 87.9 84.0 105.2 100.0 103.9 91.6 84.4 110.6 91.1
Cit 94.3 85.9 87.8 116.4 90.0 112.2 94.0 98.9 94.7 89.4
Arg 86.8 85.3 87.4 116.4 87.9 110.3 90.5 91.8 107.3 91.0
Gly ND ND 93.3 120.6 104.6 89.7 104.6 106.6 97.6 99.9
Thr 108.5 104.4 88.7 106.7 96.5 85.9 91.7 100.6 103.3 92.2
Ala 97.3 111.1 85.6 124.5 102.9 127.8 95.9 105.6 96.9 101.6
β-Ala 92.2 99.2 81.0 118.0 94.3 113.1 93.3 99.6 92.3 90.1
Tyr 100.6 114.8 87.5 123.7 104.3 115.7 103.7 113.4 91.8 103.7
Met 100.8 97.7 87.8 117.2 108.5 114.1 92.2 98.5 87.7 88.9
Val 100.3 99.4 88.9 113.5 104.1 107.6 92.5 94.6 104.1 93.0
Trp 93.3 87.1 94.5 101.1 138.4 97.5 102.0 85.5 100.0 93.5
Phe 109.6 92.8 81.7 108.6 109.3 104.5 97.4 92.6 96.9 82.3
Iso 101.6 104.6 90.2 116.9 108.3 111.0 98.2 102.3 99.2 95.3
Leu 105.7 100.9 89.2 117.1 109.0 115.6 96.2 99.5 101.0 90.0
Orn 110.5 114.3 88.6 120.1 105.5 119.4 98.3 115.5 91.1 91.9
Lys 110.2 98.8 91.5 112.8 105.8 112.4 97.5 103.4 105.5 84.9

Values were expressed as average percent recovery obtained from the three replications (fresh weight basis).

3.5. Quantification amino acids in fresh vegetable juices

The optimized HPLC-FLD method (pH 5.40 and 35 °C) was used to determine the amino acid profile of six different fresh vegetable juices. Fig. 2 depicts the comparative amino acids chromatograms of the standard mixture, watermelon, cucumber, celery, zucchini squash, yellow squash, and calabaza squash juices. The amino acid content present in the various vegetable juices are presented in Table 3. Results demonstrated that l-citrulline (716.57 ± 24.80 μg/mL) was predominant in watermelon juice followed by arginine (620.84 ± 21.49 μg/mL). The lowest was glutamic acid (10.92 ± 0.23 μg/mL) and glycine was not detected in the present sample. Our results are consistent with others findings that report high levels of l-citrulline in watermelon [36]. Published l-citrulline levels in watermelon vary significantly depending on variety and location with the reported range being 0.5–3.6 mg/g of fresh sample [37,38]. Low levels of glycine in watermelon samples have also been reported [28,39]. Cucumber juice was rich in glutamine (589.04 ± 25.44 μg/mL) but had low tyrosine (14.61 ± 0.44 μg/mL). Glutamine has been previously reported as the primary amino acid present in cucumber [28]. Aspartic acid (626.29 ± 12.62 μg/mL) was the highest amino acid in celery juice but glutamic acid was not detected. The level of glutamine in zucchini squash was the highest among all the juices analyzed (1049.01 ± 39.56 μg/mL). However, yellow squash had the highest levels of asparagine (1128.70 ± 25.00 μg/mL) but lower levels of glutamic acid (15.55 ± 0.81 μg/mL). Calabaza squash juice contained higher levels of glutamine (1006.45 ± 48.84 μg/mL) and low levels of methionine (18.70 ± 1.14 μg/mL). The total amino acids content was highest in zucchini squash juice (4210.89 μg/mL) followed by yellow squash (3959.08 μg/mL), calabaza squash (3713.58 μg/mL), watermelon (2286.34 μg/mL), and celery (1688.80 μg/mL). Cucumber juice contained the lowest level of amino acids (1622.56 μg/mL).

Fig. 2.

Fig. 2

Typical HPLC overlay chromatograms of amino acid standard mixture (0.35 μg/μL), watermelon, cucumber, celery, zucchini squash, yellow squash, and calabaza squash juices at 35 °C using buffer pH 5.40. The amino acid elution order is as follows: (1). l-aspartic acid, (2). l-glutamic acid, (3). l-asparagine, (4). l-histidine, (5). l-serine, (6). l-glutamine, (7). l-citrulline, (8). l-arginine, (9). glycine, (10). l-threonine, (11). l-alanine, (12). β-alanine, (13). l-tyrosine, (14). l-methionine, (15). l-valine, (16). l-tryptophan, (17). l-phenylalanine, (18). l-isoleucine, (19). l-leucine, (20). l-ornithine, and (21). l-lysine.

Table 3.

Amino acid (μg/mL) content in various fresh vegetable juices analyzed by HPLC-FLD.

Analyte Watermelon Cucumber Celery Zucchini Squash Yellow Squash Calabaza Squash
Asp 64.18 ± 2.0d 48.74 ± 1.5d 84.49 ± 0.7d 244.77 ± 3.6b 539.15 ± 21.3a 157.38 ± 13.9c
Glu 10.92 ± 0.2b 17.03 ± 0.9b ND 30.60 ± 4.5a 15.55 ± 0.8b 34.48 ± 1.3a
Asn 33.76 ± 1.0c 29.78 ± 0.7c 626.29 ± 12.6b 617.65 ± 58.0b 1128.70 ± 25.0a 715.96 ± 61.6b
His 55.47 ± 1.9c 35.06 ± 2.3c 34.69 ± 1.4c 146.84 ± 10.4a 122.57 ± 9.7ab 116.28 ± 8.4b
Ser 51.90 ± 1.7e 115.01 ± 6.9d 64.72 ± 1.1e 307.21 ± 15.7a 183.69 ± 8.1c 246.73 ± 19.1b
Gln 294.20 ± 9.9c 589.04 ± 25.4b 384.50 ± 16.0c 1049.01 ± 39.6a 738.19 ± 67.9b 1006.45 ± 48.8a
Cit 716.57 ± 24.8a 55.66 ± 4.0b 11.48 ± 2.2d 115.68 ± 7.8b 46.31 ± 1.5cd 70.99 ± 8.2bc
Arg 620.84 ± 21.5a 108.10 ± 11.0de 30.34 ± 0.5e 465.05 ± 27.7b 193.25 ± 21.1c 119.18 ± 16.9cd
Gly ND 75.18 ± 8.7a 12.40 ± 0.3c 61.96 ± 4.1ab 45.56 ± 2.1b 58.15 ± 2.8ab
Thr 26.55 ± 0.8c 37.97 ± 2.7bc 37.64 ± 0.7bc 117.16 ± 5.5a 49.49 ± 1.4b 110.52 ± 7.6a
Ala 28.10 ± 0.8c 146.91 ± 25.3ab 37.59 ± 0.7c 119.07 ± 9.5b 98.46 ± 3.6b 175.75 ± 8.9a
β-ala 14.95 ± 0.2c 20.63 ± 0.6c 18.34 ± 0.4c 39.46 ± 1.1a 32.28 ± 2.1b 36.11 ± 2.3ab
Tyr 18.52 ± 0.5c 14.61 ± 0.4c 12.03 ± 0.2c 46.83 ± 3.5a 36.98 ± 1.9b 51.87 ± 2.7a
Met 30.01 ± 0.9a 15.40 ± 1.2b 15.45 ± 3.8b 31.95 ± 3.1a 15.89 ± 1.2b 18.70 ± 1.1b
Val 44.15 ± 1.9c 31.73 ± 3.0c 54.48 ± 1.3c 119.71 ± 10.3ab 110.16 ± 6.7b 141.26 ± 8.4a
Trp 30.18 ± 0.8c 57.18 ± 2.9bc 71.97 ± 1.3b 138.68 ± 8.1a 131.05 ± 15.3a 141.24 ± 3.9a
Phe 77.17 ± 2.7bc 55.00 ± 2.3cd 45.98 ± 0.9d 118.61 ± 8.5a 81.04 ± 3.7b 116.29 ± 8.7a
Ile 62.83 ± 2.3b 43.11 ± 2.9b 44.73 ± 1.0b 85.91 ± 8.3a 106.43 ± 5.5a 103.10 ± 7.6a
Leu 43.04 ± 1.5c 47.17 ± 1.6c 44.56 ± 1.3c 96.07 ± 9.5b 144.19 ± 8.7a 109.49 ± 10.0b
Orn 17.69 ± 0.3c 37.64 ± 6.7b 14.23 ± 0.3c 85.23 ± 9.2a 20.62 ± 1.4bc 22.62 ± 1.2bc
Lys 45.31 ± 1.3c 41.61 ± 1.5c 42.89 ± 0.9c 173.44 ± 16.0a 119.52 ± 6.4b 161.03 ± 7.6a
Total 2286.34 1622.56 1688.8 4210.89 3959.08 3713.58

Data presented is mean ± standard error.

Statististical differences evaluted among vegetables for each amino acid. Letters that are the same signify that the means are not statistically significant at P ≤ 0.05 within the rows. Different letters represent significant differences at P ≤ 0.05 among the rows.

Abbreviations as follows: Asp: aspartic acid, Glu: glutamic acid, Asn: asparagine, His: histidine, Ser: serine, Gln: glutamine, Cit: citrulline, Arg: arginine, Gly: glycine, Thr: threonine, Ala: alanine, β-ala: β-alanine, Tyr: tyrosine, Met: methionine, Val: valine, Trp: tryptophan, Phe: phenylalanine, Ile: isoleucine, Leu: leucine, Orn: ornithine, and Lys: lysine, ND: not detected.

3.6. l-citrulline content in fresh vegetable juices

l-citrulline is a non-proteogenic and nonessential amino acid that is ubiquitous in mammals, plants, fungi and bacteria [11]. It was first discovered in 1930 in watermelon juice, since then it has been studied for its clinical and therapeutic uses [10,11,40]. It plays various roles in metabolism including the regulation of nitric oxide which affects cardiovascular health and also acts as an antioxidant [10,41]. All vegetables in the present study are a source of l-citrulline, which ranged from 11.48 ± 2.16 to 716.57 ± 24.80 μg/mL. Watermelon juice had the highest level of l-citrulline (716.57 ± 24.80 μg/mL) followed by zucchini squash (115.68 ± 7.82 μg/mL), calabaza squash (70.99 ± 8.16 μg/mL), cucumber (55.66 ± 3.96 μg/mL), yellow squash (46.31 ± 1.53 μg/mL), and celery juice (11.48 ± 2.16 μg/mL). The Cucurbitaceae family is known for accumulating l-citrulline, specially watermelon which has been found to have very high levels [11]. Interestingly, in contrast to a previous report [28] our finding show the presence of l-citrulline in yellow squash.

3.7. Principle component analysis (PCA) of amino acid profiles of vegetable juices

To evaluate the distribution pattern of amino acids in different vegetable juices PCA was performed and the scores and loadings plots are presented in Fig. 3. The results of the score plot (Fig. 3A) demonstrated a clear separation of six clusters of celery, calabaza squash, cucumber, watermelon, yellow squash, and zucchini squash juices, representing differences in the amino acid profiles associated with the vegetable type. The two uncorrelated PCs account for 77.5% of the total variance. PC1 showed separation between the three squash juices (calabaza, yellow, and zucchini squash) and watermelon, cucumber, and celery juices. The amount of variation accounted for by PC1 was 62.3% correlated with the amino acids histidine, serine, glutamine, β-alanine, tyrosine, valine, and lysine (Fig. 3B). This suggests that these amino acids are determinant of the profiles of squash juices. Based on Table 3 it is evident that these juices had significantly higher levels of these amino acids as compared with watermelon, cucumber and celery juices. PC2 explained 15.1% of the variation observed, and was strongly correlated with l-citrulline, arginine, and methionine. Watermelon and zucchini squash juices showed significantly higher levels of these three amino acids Table 3. Watermelon juice had significantly higher levels among all the juices of the amino acid l-citrulline. Based on the score and loadings plot (Fig. 3) watermelon juice clustered separately indicating that l-citrulline is a strong determinant of the amino acid profile of watermelon. The clusters for celery and cucumber juices overlapped, both of these juices had significantly lower levels of amino acids overall.

Fig. 3.

Fig. 3

Principal component analysis for amino acid data A) score plot of amino acids from celery (Ce), calabaza squash (CS), cucumber (Cu), watermelon (WM), yellow squash (YS), and zucchini squash (ZS) juices. Explained variance for PC 1 and PC 2 are indicated as the percentages in X- and Y–axis respectively, B) loading plot for PC 1 and PC 2 for amino acids from Ce, CS, Cu, WM, YS and ZS juices. Abbreviations as follows: Asp: aspartic acid, Glu: glutamic acid, Asn: asparagine, His: histidine, Ser: serine, Gln: glutamine, Cit: citrulline, Arg: arginine, Gly: glycine, Thr: threonine, Ala: alanine, β-ala: β-alanine, Tyr: tyrosine, Met: methionine, Val: valine, Trp: tryptophan, Phe: phenylalanine, Ile: isoleucine, Leu: leucine, Orn: ornithine, and Lys: lysine.

3.8. Application of developed method for commercial juice analysis

The developed method was further applied for the analysis of commercially available fresh pressed juices (J-1 to J-5). Results of amino acids in commercial juices are presented in Table 4. Results show that commercial juices had lower amino acid content than fresh juices except for Juice 1 (J-1) and Juice 2 (J-2). For overall amino acid content J-1 had the highest amount (2001.95 μg/mL) followed by J-2 (1701.38 μg/mL), J-5 (1395.98 μg/mL), J-4 (814.58 μg/mL), and J-3 (503.84 μg/mL). J-1, a freshly squeezed juice, comprised of ginger, beetroot, and carrot had tyrosine (825.26 ± 41.98 μg/mL) as the highest amino acid. The lowest amino acid was glutamic acid (13.10 ± 3.41 μg/mL). The same trend was observed with J-2, a freshly squeezed juice of carrot and beetroot. It had 677.17 ± 49.32 μg/mL of tyrosine and 15.01 ± 1.25 μg/mL of glutamic acid. J-3, made up of freshly squeezed juices of kale and pineapple, had 107.45 ± 3.61 μg/mL of asparagine and 8.37 ± 0.34 μg/mL of isoleucine (lowest level). Other amino acids were below the limit of detection. J-4 (cold-pressed juice) contained kale, apple and lemon had an asparagine level of 245.20 ± 10.00 μg/mL and 12.87 ± 0.71 μg/mL tryptophan (lowest). J-5 was a raw cold pressed watermelon-lime mixture. Interestingly, serine, glutamine, arginine, methionine, valine, phenylalanine, and ornithine were not detected in the commercial watermelon juice in contrast to fresh watermelon juice. Conversely, l-citrulline was found in higher concentration (826.48 ± 34.48 μg/mL) in J-5 than the fresh watermelon juice (716.57 ± 24.80 μg/mL) used in our study. This may be due to the cultivar used for the commercial juice and their growing conditions.

Table 4.

Content of amino acids (μg/mL) present in five commercial juices.

Amino acids Commercial Juice Samples (μg/mL)

J-1 J-2 J-3 J-4 J-5
Asp 140.83 ± 3.3bc 137.67 ± 5.6cd 18.52 ± 0.6fg 70.74 ± 4.25c 66.88 ± 8.4bc
Glu 13.10 ± 3.4c 15.01 ± 1.3f 36.45 ± 1.3de 130.56 ± 8.07b 51.25 ± 6.0bc
Asn 335.27 ± 34.0b 293.22 ± 12.0b 107.45 ± 3.6a 245.20 ± 10.00a 71.55 ± 3.5bc
His 49.54 ± 7.9c 43.81 ± 0.7ef 32.39 ± 1.0de 21.41 ± 0.21d 48.97 ± 1.0bc
Ser ND ND 51.78 ± 2.0c 61.20 ± 5.69c ND
Gln ND ND 76.33 ± 2.3b 147.08 ± 1.10b ND
Cit ND ND 17.94 ± 0.1fg ND 826.48 ± 34.5a
Thr 131.51 ± 13.3bc 111.74 ± 5.3cde 22.67 ± 0.7f 33.69 ± 1.82d 32.72 ± 2.3c
Ala 210.12 ± 26.3bc 187.57 ± 7.7c 17.34 ± 0.7fg 21.55 ± 0.84d 72.04 ± 3.8bc
β-ala ND ND 40.22 ± 1.9d 16.20 ± 0.01d 24.06 ± 0.1c
Tyr 825.26 ± 42.0a 677.17 ± 49.3a 12.18 ± 1.1gh ND 97.66 ± 5.0b
Trp 30.35 ± 4.0c 28.04 ± 1.1ef 9.04 ± 0.2h 12.87 ± 0.71d 27.76 ± 1.1c
Ile 80.77 ± 8.7c 72.48 ± 2.2def 8.37 ± 0.3h 15.92 ± 0.86d 38.80 ± 3.0c
Leu 76.28 ± 6.8c 68.46 ± 1.6def 21.40 ± 0.4f 18.71 ± 0.20d 23.97 ± 0.5c
Lys 108.93 ± 15.9bc 66.22 ± 2.7def 31.77 ± 0.6e 19.46 ± 2.17d 37.91 ± 1.4c

Data presented as mean ± standard error from 4 replications.

The juice composition of J-1: Ginger, beetroot, and carrot, J-2: Carrot and beetroot, J-3: Kale and pineapple, J-4: Kale, apple, and lemon. J-5: Watermelon and lime.

Statististical differences were evaluted within each juice among amino acids. Letters that are the same signify that the means are not statistically significant at P ≤ 0.05 within the rows. Different letters represent significant differences at P ≤ 0.05 among the rows.

Abbreviations as follows: Asp: aspartic acid, Glu: glutamic acid, Asn: asparagine, His: histidine, Ser: serine, Gln: glutamine, Cit: citrulline, Arg: arginine, Gly: glycine, Thr: threonine, Ala: alanine, β-ala: β-alanine, Tyr: tyrosine, Met: methionine, Val: valine, Trp: tryptophan, Phe: phenylalanine, Ile: isoleucine, Leu: leucine, Orn: ornithine, and Lys: lysine, ND: not detected.

4. Conclusions

The proposed optimized analytical method has high sensitivity and reproducibility for the analysis of amino acids using C8 stationary phase. Fresh juices from cucurbits, celery and five commercial juices were successfully analyzed for their amino acids composition. Health beneficial l-citrulline was detected in all fresh juices. Commercial watermelon juice contained the highest l-citrulline content followed by fresh watermelon juice. This method has a high potential to for routine analysis of amino acid in various vegetables and fruit juices.

Acknowledgements

This study was supported by United States Department of Agriculture of Specialty Crop Research Initiative Competitive grant # 2017-51181-26834 through the National Center of Excellence for Melon at the Vegetable and Fruit Improvement Center of Texas A&M University.

Appendix A. Supplementary data

Supplementary data to this article can be found online at https://doi.org/10.1016/j.jfda.2019.04.001.

Funding Statement

This study was supported by United States Department of Agriculture of Specialty Crop Research Initiative Competitive grant # 2017-51181-26834 through the National Center of Excellence for Melon at the Vegetable and Fruit Improvement Center of Texas A&M University.

Footnotes

Conflicts of interest

There are no conflicts of interest to declare.

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