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Original article
2021
:14;
202103
doi:
10.1016/j.arabjc.2021.103004

Phenolic and free amino acid profiles of bee bread and bee pollen with the same botanical origin – similarities and differences

Department of Food Processing, Aydıntepe Vocational College, Bayburt University, Bayburt, Turkey
Department of Biology, Faculty of Science, Istanbul University, Istanbul, Turkey
Centre for Plant and Herbal Products Research-Development, Istanbul, Turkey
Technology Research and Development Application and Research Center, Trakya University, Edirne, Turkey
Department of Biology, Faculty of Sciences, Hacettepe University, Ankara, Turkey
University of Belgrade, Faculty of Agriculture, Chair of Chemistry and Biochemistry, Nemanjina 6, 11080 Belgrade, Serbia
University of Belgrade, Faculty of Chemistry, Chair of Analytical Chemistry, Studentski Trg 12-16, 11000 Belgrade, Serbia
Hacettepe University, Bee and Bee Products Application and Research Center, Ankara, Turkey

⁎Corresponding authors at: Department of Biology, Faculty of Science, Istanbul University, Istanbul, Turkey (Y.C. Gercek), University of Belgrade, Faculty of Agriculture, Chair of Chemistry and Biochemistry (A.Ž. Kostić). yusuf.gercek@istanbul.edu.tr (Yusuf Can Gercek), akostic@agrif.bg.ac.rs (Aleksandar Ž. Kostić)

Disclaimer:
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.

Abstract

In this study, the chemical profile of bee pollen (BP) and bee bread (BB) samples collected from the same beehive were analyzed by LC–MS/MS (liquid chromatography technique coupled with tandem mass spectrometry), providing the identification of 23 phenolic compounds and 42 free amino acids (FAAs). Rutin was the phenolic compound with the highest rate of occurrence in both BP and BB samples. However, concentrations of protocatechuic acid, 2,5-dihydroxybenzoic acid and kaempferol compounds were significantly higher in BB samples than in BP samples from the same hive probably as result of microbial activity and glycosides degradation. The obtained data revealed that the phenolic profiles of the samples differ not only by the type of a product but also by region. Among FAAs proline was the predominant compound in all the analyzed BP and BB samples followed by l-asparagine (BP samples) and l-aspartic acid (BP and BB samples). A high content of proline can be used as a parameter of sample freshness. Also, Principal Component Analysis (PCA) and Cluster analysis proved the possibility of using phlorizin as a chemotaxonomic marker for Rosaceae (Malus or Prunus genus) pollen presence in BP1 sample. In addition, amino acid profile had higher impact on BP and BB sample differentiation due to lower FAAs content in BB samples probably caused by microbial activity. To the best of our knowledge, this study is the first to compare the individual phenolic compounds and free amino acids of bee pollen and bee bread samples with the same botanical origin (predominantly originated from plants belonging to the following families: Asteraceae, Fabaceae, Plantaginaceae and Rosaceae).

Keywords

Bee bread
Bee pollen
Amino acids
Phenolic compounds
PCA analysis
Chemical analysis
1

1 Introduction

Bee pollen (BP) containing the plant's male gametophytes is located in the anthers of flowering plants. When bees visit flowers, their bodies are covered with pollen powder (Bogdanov, 2011). This powder is transported back to hive in a specialized pollen basket on their hind legs (Krell, 1996). After the foragers collect the pollen, it is packed into the cells of the brood comb by bees and a small amount of honey is added to the pollen to forestall spoilage and maintain its quality. Stored pollen, which has been exposed to chemical processes and changes, is called bee bread (BB) (Gilliam et al., 1989; Bogdanov, 2011). During this storage period, it is believed that a two-week natural lactic acid fermentation process occurs, caused by the intervention of different microorganisms (Vasquez and Olofsson, 2009).

An adequate supply of pollen is obligatory to continue productivity of a colony and to ensure its long-term survival (Bogdanov, 2011). Pollen is the bees’ principal source of crucial nutrients such as proteins (10–40 g/100 g dry weight), lipids (1–13 g/100 g dry weight), total carbohydrates (13–55 g/100 g dry weight), dietary fiber and pectin (0,3–20 g/100 g dry weight), ash (2–6 g/100 g dry weight), minerals (Fe, Mg, Cu, Mn, Ca, K, P, Zn) and vitamins (β-carotene, B1, B2, B3, B5, B6, C, biotin, folic acid, tocopherol) (Kieliszek et al., 2018). Moreover, BP is consumed as a dietary supplement by humans and it is recognized as an excellent functional food ingredient (Kostić et al., 2020). Pollen contains a high percentage of phenolics (especially flavonoids and phenolic acids). The amount of flavonoids varies between 0.2 and 2.5% in pollen (Kieliszek et al., 2018). These compounds affect the bioactive characteristics (such as antimicrobial, anti-radiation, antioxidant, antifungal, hepatoprotective, chemoprotective, and/or anti-inflammatory effects) of pollen, as well as physicochemical properties such as color, taste and odor (Gibriel et al., 2016; Kieliszek et al., 2018). Compared to pollen BB has higher nutritional value mostly due to higher bioavailability of nutrients caused by activity of lactic acid bacteria presented in bee’s digestive system (Vasquez and Olofsson, 2009). It is also characterized by significantly lower quantity of starch i.e. higher quantity of vitamin K (Vasquez and Olofsson, 2009). Free amino acids are also one of the most important components in both BP and BB (Kieliszek et al., 2018) where, along with 20 usual protein amino acids, a significant quantity of non-protein amino acids also can be found. Free amino acids (FAAs) are important as part of nectar taste (Nicolson and Thornburg, 2007) as an attractant to pollinators (especially bees) i.e. repellent to herbivores so it is possible to influence the pleasant smell of pollen also. In many studies, it was revealed that the individual composition, as well as the antioxidant activity of pollen samples collected from different locations were different. The chemical contexture of bee pollen depends on factors such as botanical and genetical sources, soil type, beekeeper activities, and climatic conditions (Pascoal et al., 2014; Kostić et al., 2019). In case of bee bread, pollen fermentation processes as well as presence of nectar determine the final composition (Vasquez and Olofsson, 2009; Malihah Mohammad et al., 2020).

Moreover, it has been reported that changes to bee pollen during storage do not ensure obvious benefits for honeybees (Nicolson et al., 2018). Its bioactive characteristics such as antibacterial, antioxidant and antitumor, as well as its flavonoid content, have been correlated with the floral origin (Sobral et al., 2017). BB has been reported to have antimicrobial, anti-atherosclerotic, anti-aging and anti-proliferative properties and can act as a liver protector (Kieliszek et al., 2018).

Although there are chemically important differences between the first product (BP) and the final one (BB) in the literature which are consistently reported, there is not enough comparative data on this topic especially regarding the samples with the same origin. There are very few scientific studies that reveal the phenolic and amino acid composition of bee bread. Therefore, in this study, we evaluated the phenolic and free amino acid profiles of bee pollen and bee bread samples (obtained from the same hives), both qualitatively and quantitatively. For this LC MS-MS analysis of BP and BB was performed followed by PCA and cluster statistical analysis in order to determine if the same botanical origin affects sample differentiation.

2

2 2. Experimental

2.1

2.1 Reagents

All the chemical solvents and standards were of analytical grade. The standards used in the study were obtained from Sigma-Aldrich and Cayman Chemical (USA), methanol, acetonitrile, acetic acid and formic acid from Merck (Darmstadt, Germany). Standard stock solutions were prepared in methanol and diluted with extraction solvent (water, methanol, formic acid, v:v:v, 79:20:1) and were stored at −20 °C.

2.2

2.2 Collection of bee pollen and bee bread

Fresh bee pollen (BP) and bee bread (BB) samples were collected from five different beehives in Kırklareli/Çağlayık (BP1 and BB1), Bursa/Cumalıkızık (BP2 and BB2), Ankara/Beytepe (BP3 and BB3), Ankara/Kahramankazan (BP4 and BB4) and Rize/Hala (BP5 and BB5) localities in Turkey (Fig. 1). The details about sample collections, plant sources, total phenolic-flavonoid content, antioxidant activity, fatty acid and element profiles of these samples are given in the previously published article (Mayda et al., 2020).

Location map of sample sites.
Fig. 1
Location map of sample sites.

2.3

2.3 Analysis of phenolic compounds of bee pollen and bee bread samples

2.3.1

2.3.1 Preparation of extracts

Extracts were prepared according to Zhou et al. (2015) with some modification. The BP/BB samples were pulverized using a grinder. After that, 1.5 g sample was dissolved in 10 mL ethanol (95%) followed by ultrasonic assisted extraction in an ultrasonic cleaning bath for 60 min at 40 °C. This mixture was centrifuged at 5000 rpm for 30 min at +4 °C and the supernatant was collected into a volumetric flask. Extraction procedure was repeated twice.

5 mL ethanol was added to the sample again and ultrasonic was performed at 40 °C for 30 min and centrifuged. Finally, the supernatants were combined into a 25 mL volumetric flask and the volume was made up to the mark with ethanol (95%). 100 µL of sample was mixed with 900 μL extraction solution (water, methanol, formic acid: v:v:v, 79:20:1), and samples were vortexed for 30 s. After that, the mixture was homogenized using sonicator at 45 °C 10 min. Samples were centrifuged at 13,500 rpm for 5 min and supernatant injected into the LC–MS/MS system for quantitative analysis.

2.3.2

2.3.2 Calibration curve and quantification in liquid chromatography-tandem mass spectrometry (LC–MS/MS)

LC was performed using an Agilent 6460 (Agilent Technologies, Waldbronn, Germany) LC system. Ion pairs are presented in Table 1. Data acquisition and processing were accomplished using MassHunter, the Agilent LC-MS software (Fischer et al., 2011; Ecem Bayram et al., 2020). All parameters are presented in the Table S1. The concentration of phenolic acids in each sample was calculated using the calibration curve prepared on the same day and analyzed in the same analytical run. All calibration curves were prepared with the following concentrations: blank (water, methanol, formic acid: v:v:v, 79:20:1), 5, 10, 25, 50, 100 ng/mL and injected all points three times. The linearity of all the phenolic acids was R2 ≥ 0,995. These samples were analyzed according to the procedure described for sample preparation. LOD and LOQ values of the phenolic acids (calculated over S/N ratio) are presented in Table 1.

Table 1 The calibration parameters of phenolic compound standards.
Compound RT (Retention time, min.) RSD % (RT) [M−H] m/z Ion pair R2 (Linearity) LOD (ng/mL) LOQ (ng/mL)
2,5-Dihydroxybenzoic Acid 2.176 0.482 152.9 152.9/107.9; 152.9/53.1 0.9985 0.14 0.47
2-Hydroxycinnamic Acid 4.158 0.477 162.9 162.9/119; 162.9/92.8 0.9968 0.48 1.58
Caffeic Acid 3.750 0.488 179 179/135.1; 179/117.3 0.9974 0.05 0.17
Catechin + Epicatechin 3.890 1.155 288.9 288.9/245; 288.9/205 0.9953 0.22 0.75
Chlorogenic Acid 3.737 0.488 352.9 352.9/191; 352.9/82 0.9969 0.09 0.29
Ethyl gallate 4.114 0.492 197 197/169; 197/124 0.9984 0.09 0.28
Gallic Acid 1.702 0.482 168.9 168.9/125; 168.9/78.8 0.9993 0.31 1.02
Isorhamnetin 4.459 0.489 314.9 314.9/299.9; 314.9/151 0.9990 0.06 0.18
Kaempferol 4.443 0.956 284.9 284.9/226.9; 284.9/93 0.9969 0.31 1.08
Luteolin 4.351 0.981 284.9 284.9/150.9; 284.9/133 0.9977 0.04 0.14
Myricetin 4.204 0.058 317 317/178.8; 317/150.9 0.9966 0.05 0.18
Naringin 4.041 0.491 579.1 579.1/458.9; 579.1/271 0.9975 0.07 0.24
p-Coumaric Acid 4.022 0.551 163.1 163.1/118.9; 163.1/93 0.9984 0.62 2.05
Phlorizin 4.127 0.540 434.1 434.8/272.9; 434.8/167 0.9984 0.02 0.08
Propyl gallate 4.250 0.539 211 211/124.1; 211/78 0.9972 0.07 0.24
Protocatechuic Acid 1.831 0.482 153.1 153.1/109.1; 153.1/90.8 0.9990 0.04 0.15
Quercetin 4.316 0.473 301 301/178.9; 301/150.9 0.9974 1.01 3.35
Resveratrol 4.215 0.491 226.9 226.9/184.9; 226.9/142.8 0.9977 0.27 0.89
Rutin 3.964 0.494 609 609/299.9; 609/270.9 0.9964 0.04 0.13
Salicylic Acid 3.784 0.577 136.8 136.8/93.1; 136.8/65 0.9967 0.08 0.26
Sinapic Acid 4.054 0.417 222.9 222.9/208; 222.9/120.9 0.9956 0.91 2.97
Syringic Acid 3.774 0.489 196.9 196.9/182.1; 196.9/121.1 0.9979 1.01 3.34
Trans Ferulic Acid 4.083 0.442 193 193/177.9: 193/134.1 0.9975 0.21 0.64

2.3.3

2.3.3 Method specifications

There are several important things to note when using this analytical method. All phenolic acids were analyzed to a sensitivity of 1 ng/mL and some of the isomer acids were separated based on chromatography conditions. Three pairs of isomers were separated, qualified and quantified via this method.

2.4

2.4 Amino acid analysis by liquid chromatography-tandem mass spectrometry (LC–MS/MS)

Amino acid analysis was performed by using an LC system (Agilent Technologies, Waldbronn, Germany). MS/MS analyses were conducted on an Agilent 6460 triple quadruple LC-MS equipped with an electrospray ionization interface. 1 g sample was taken into falcon and added 10 mL extra-pure water. The solution was vortexed for 1 min and sonicated for 15 min at 45 °C. BB and BP samples were centrifuged for 5 min at 13,500 rpm. Then, 50 µL clear supernatant was mixed with 50 μL internal standard and 900 μL extraction solution (mobile phase A, methanol, acetonitrile: v:v:v, 5:15:15), and the sample was injected to LC-MSMS system. All the details of the method (calibration curve and quantification) applied for amino acid analysis are given in previous research (Çelik et al., 2020). All parameters are presented in the Table S1.

2.5

2.5 Statistical analysis

The results of phenolic and amino acid analysis were expressed as a mean ± standard deviation (SD) of the mean of replications for each analyzed extract. Principal component (PCA) and hierarchical cluster (HCA) analyses were performed in the software package PLS ToolBox, v.6.2.1 MATLAB 7.12.0 (R2011a). All data were autoscaled prior to any multivariate analysis. PCA was carried out by using a singular value decomposition algorithm and a 0.95 confidence level for Q and T2 Hotelling limits for outliers. Results of hierarchical cluster analysis (HCA) are presented as a dendrogram where steps in the hierarchical clustering solution and values of the distances between clusters (Euclidean distance) are represented. The statistical analysis was performed with Minitab 17 statistics program. The statistical significance of the results was determined by using a one-way ANOVA analysis then the ranking of significance was determined using the Tukey post-hoc test. The results were given as means ± SD. Significance levels were defined p ≤ 0.05.

3

3 Results and discussion

3.1

3.1 Phenolics profile

The phenolic compounds of BP and BB were detected by LC-MS/MS using twenty-three phenolic standards. In LC-MS/MS analysis, the calibration parameters of standards are listed in Table 1. Of the 23 phenolic compounds investigated (Table 2) 18 were quantified in the samples. The ratio of the following compounds was higher in BB samples than BP samples from at least three regions - protocatechuic acid (nd-166.61 µg/100 g), p-coumaric acid (28.70–142.44 µg/100 g), quercetin (381.10–3918.12 µg/100 g), 2,5-dihydroxybenzoic acid (2.69–35.09 µg/100 g), kaempferol (112.94–2681.20 µg/100 g), gallic acid (34.65–347.37 µg/100 g), chlorogenic acid (3.89–36.09 µg/100 g), salicylic acid (19.27–65.20 µg/100 g), luteolin (21.91–3490.83 µg/100 g) and isorhamnetin (nd-1227.93 µg/100 g). In contrast, the concentrations of caffeic acid (in samples from three regions), rutin (in samples from three regions), ethyl gallate (in samples from four regions), trans-ferulic acid (in samples from three regions) and myricetin (in samples from three regions) were higher in BP samples. The observed differences and diminished quantity of some polyphenols like ethyl gallate in BB can be provoked with bacterial digestion in BB. Namely, bacteria can hydrolyze esters and glycosides to aglycone forms (Viskupičova et al., 2008; Tarko et al., 2013).

Table 2 Phenolic composition of bee pollen and bee bread extracts (µg/100 g).
COMPOUNDS BP1 BB1 BP2 BB2 BP3 BB3 BP4 BB4 BP5 BB5
2,5-dihydroxybenzoic acid 9.84 ± 0.29ijD 35.09 ± 0.70fghA 6.68 ± 0.40ijE 12.00 ± 0.84hC 2.69 ± 0.13eF 8.73 ± 0.70fD 9.85 ± 0.99ghD 10.14 ± 0.20fD 3.57 ± 0.29ghiF 21.61 ± 0.65fgB
2-hydroxytranscinnamic acid nd nd nd nd nd nd nd nd nd nd
Caffeic acid 40.19 ± 0.40giC 17.86 ± 0.18hEF 56.17 ± 1.69ghiB 102.09 ± 5.10efghA 26.46 ± 0.79eD 23.08 ± 1.15fDE 23.22 ± 1.86ghDE 11.49 ± 1.15fG 12.46 ± 0.25ghiFG 21.82 ± 1.09fgDE
Catechin nd nd nd nd nd nd nd nd 76.73 ± 3.07ef nd
Chlorogenic acid 36.09 ± 1.08hijA 3.89 ± 0.08hD 4.37 ± 0.26ijD 23.31 ± 1.63hB 10.77 ± 0.54eCD 7.75 ± 0.62fD 8.40 ± 0.84hD 16.82 ± 0.34fBC 8.63 ± 0.69ghiD 19.18 ± 0.58fgB
Ethyl gallate 3.14 ± 0.06ijA 0.71 ± 0.02hBC 2.89 ± 0.14jA 0.24 ± 0.01hDE 0.59 ± 0.02eBCD 0.10 ± 0.01fE 0.78 ± 0.07hB 0.18 ± 0.01fE 0.04 ± 0.00iE 0.37 ± 0.01gCDE
Gallic acid 155.29 ± 1.38eC 329.92 ± 3.30 dB 157.84 ± 4.74fC 65.73 ± 3.29fghD 35.31 ± 1.06eE 34.65 ± 1.73fE 39.24 ± 3.14fghE 56.43 ± 5.64fD 53.83 ± 1.08fgD 347.37 ± 17.37cA
İsorhamnetin 337.76 ± 6.75cE 310.44 ± 9.31dE 274.65 ± 13.73eF 820.09 ± 49.21 dB 238.42 ± 9.54dG 484.12 ± 29.05eD 249.80 ± 22.48eFG 1227.93 ± 98.23dA 775.16 ± 31.01bC nd
Kaempferol 309.11 ± 2.99cFG 380.02 ± 3.80dFG 768.04 ± 23.04dE 1589.37 ± 79.47cB 279.94 ± 8.40dGH 1216.04 ± 60.80cC 476.07 ± 38.09cF 2681.20 ± 160.12bA 112.94 ± 2.26deH 1020.18 ± 51.01bD
Luteolin 21.91 ± 0.21hijI 121.29 ± 1.21efgH 3325.73 ± 99.77cB 217.01 ± 10.85eG 797.76 ± 23.93bE 3490.83 ± 174.54bA 1225.84 ± 98.07bC 393.38 ± 39.34eF 52.79 ± 1.0fghI 1019.15 ± 50.96bD
Myricetin 244.78 ± 7.34 dB 702.42 ± 14.05cA 172.19 ± 10.33fC 31.22 ± 2.19 ghE 20.46 ± 1.02eE 15.32 ± 1.23fE 194.60 ± 19.46eC 13.96 ± 0.28fE 140.09 ± 11.21dD 266.01 ± 7.98 dB
Naringin nd nd nd nd nd nd nd nd nd nd
p-coumaric acid 78.47 ± 1.56fgCD 123.15 ± 3.69efB 56.95 ± 2.85ghiE 142.44 ± 8.55efgA 60.49 ± 2.42eDE 73.47 ± 4.41fCDE 83.67 ± 7.53 fC 28.70 ± 2.30fF 36.28 ± 1.45fghiF 81.24 ± 1.62eC
Phlorizin 78.6 ± 0.78fgA nd 10.98 ± 0.33hijB nd nd nd nd nd nd nd
Propyl gallate nd nd nd nd nd nd nd nd nd nd
Protocatechuic acid 61.3 ± 1.226ghD 166.61 ± 5.00eA 59.79 ± 2.99ghD 151.81 ± 9.11fB nd 77.77 ± 4.67fC 50.00 ± 4.50fghD 82.35 ± 6.59fC 1.11 ± 0.04hiE 54.97 ± 1.10efD
Quercetin 617.53 ± 18.52bF 2622.03 ± 52.44bD 3631.93 ± 217.92bB 3033.31 ± 212.33bC 409.72 ± 20.49cG 1027.72 ± 82.22dE 414.73 ± 41.47dG 3918.12 ± 78.36aA 381.10 ± 30.49cG 971.09 ± 29.13bE
Resveratrol nd nd nd nd nd nd 26.75 ± 2.41ghC nd 122.81 ± 4.91deA 74.82 ± 1.50eB
Rutin 3445.54 ± 103.36aF 3803.28 ± 76.07aE 5845.77 ± 350.75aB 3678.63 ± 257.50aE 5597.08 ± 279.85aC 12613.49 ± 309.08aA 4227.46 ± 422.75aD 2330.54 ± 46.61cG 1728.76 ± 138.30aH 1225.54 ± 36.77aI
Salicylic acid 19.27 ± 0.19ijF 23.37 ± 0.23ghDE 26.02 ± 0.78hijCD 20.86 ± 1.04hEF 24.04 ± 0.72eDE 25.20 ± 1.26fCD 65.20 ± 5.22fgA 28.35 ± 2.84fC 34.96 ± 0.70fgiB 35.95 ± 1.80efgB
Sinapic acid nd nd nd nd nd nd nd nd nd nd
Syringic acid nd nd nd nd nd nd nd nd nd nd
Trans ferulic acid 107.86 ± 3.23fA 14.92 ± 0.30hG 82.06 ± 4.92gC 96.10 ± 6.73fghB 47.57 ± 2.38eE 56.73 ± 4.54fD 40.79 ± 4.08fghE 21.25 ± 0.43fFG 23.23 ± 1.86ghiF 2.47 ± 0.07gH
Total 5566.68 8655 14482.03 9984.21 7551.3 19,155 7136.4 10820.84 3564.49 5161.77

* All results are expressed as mean ± standard deviation (n = 3). nd stands for not detected. In each column, difference (a-j) between compounds according to Tuckey’s test (p < 0.05). In each row, difference (A-J) between BB and BP samples according to Tuckey’s test (p < 0.05).

Some compounds were detected in all the samples under study, whereas other compounds were specific to a particular sample type (BP or BB) from any region. For example, gallic acid, 2,5-dihydroxybenzoic acid, protocatechuic acid, caffeic acid, salicylic acid, chlorogenic acid, catechin, rutin, p-coumaric acid, ethyl gallate, trans-ferulic acid, myricetin, luteolin, quercetin, isorhamnetin, and kaempferol were present in varying concentrations in all the BP and BB samples while syringic acid, 2-hydroxy-trans-cinnamic acid, naringin, sinapic acid and propyl gallate were not detected in any BB and BP samples. In terms of concentration, rutin (1225.54–12613.49 µg/100 g) was the main component in BP and BB samples from all the regions compared to other compounds. According to the literature data rutin is the most common glycoside observed in pollen samples (Rzepecka-Stojko et al., 2015). However, despite the fact that rutin is glycoside it remains the main BB component due to its high content as well as the presence of sugar moiety that is different from glucose (Tarko et al., 2013). Namely, rutin’s saccharide component is actually disaccharide rutinose instead of glucose or some other monosaccharides. It is determined that glucose replacement as sugar moiety in glycosides, with some other saccharides, additionally slowing down breaking of glycoside’s bond during digestion process (Tarko et al., 2013).

It should be pointed out that compound phlorizin (pholiridzin) was quantified only from two bee pollen samples (BP1 and BP2). This glycoside belongs to dihydrochalcones sub-class and almost exclusively it can be found among plants which belong to Rosaceae or Ericaceae families (Gosh et al., 2010). In addition, only Malus genus (especially apple tree i.e. Malus domestica) is considered as a significant source of it (Gosh et al., 2010). Since previously published palynological analysis of these pollen samples (Mayda et al., 2020) confirmed the presence of pollen of plants from Rosaceae family (3.3–5.3%), it can be assumed that this compound can be used as botanical marker for these two pollen samples. To the best of our knowledge, this is the first report about the presence of this glycoside in pollen samples. Previously, there were only two reports about the phloretin, (aglycone form of phlorizin) in Serbian sunflower bee-collected pollen (Kostić et al., 2019) and floral pollen collected from sour cherry tree (Fotirić-Akšić et al., 2019). In the first case, presence of this compound is related to the fact that sunflower bee-collected pollen contained about 15% of Rosaceae plants pollen as accompanying one, while cherry tree is the member of Rosaceae family. In addition to the importance of being a potential chemotaxonomic marker, phlorizin is useful as a potential functional food ingredient since it is well documented that it can cause renal glycosuria and decrease intestinal absorption of glucose which can be important for patients with diabetes (Ehrenkranz et al., 2005). Interestingly, phlorizin was not detected in bee bread samples (BB1 and BB2) with same geographical and botanical origin. This divergence may be explained with increased activity of enzymes during fermentation process presented in bee bread. Namely, it is well known that glycosides of flavonoids are more susceptible to interactions with digestive enzymes compared to aglycone form or some phenolic acids (Martinez-Gonzalez et al., 2017). It is probably caused by the presence of sugar moiety in the molecule of glycosides. As it was mentioned above the most susceptible glycosides for bacterial degradation are those which contain glucose as sugar component. And this is exactly the case with phlorizin. Similarly, one more interesting compound that has been detected in selected samples of pollen (BP4 and BP5) is resveratrol. However, unlike phlorizin, which was completely absent from appropriate bee bread samples, resveratrol was quantified from BB5 but not from BB4 sample. This probably can be explained by significantly higher quantity of resveratrol in BB5 sample compared to BB4 which led to incompletely degradation in BB5 sample and preservation of one part. Since human in vitro model digestion system caused decreased bioaccessibility of resveratrol (Lee et al., 2020) it can be assumed that fermentation process in bee bread also affected this compound. There is only one report about the presence of resveratrol in natural bee pollen samples originated from Spain (Ares et al., 2015). But sometimes it can be found in pollen due to its application in beehives against Nosema infection or in order to improve longevity of honeybees (Costa et al., 2010). Resveratrol is important since there is an increased interest for this compound due to its expressed bioactivity as a pharmaceutical (Salehi et al., 2018) or functional food ingredient (Tian and Liu, 2020).

Similar to our study, the existence of isorhamnetin, quercetin, luteolin, myricetin, kaempferol (Freire et al., 2012), caffeic acid, trans-ferulic acid, chlorogenic acid, p-coumaric acid, gallic acid and protocatechuic acid was previously reported in bee pollen (Ulusoy and Kolayli, 2014). Rutin was the compound with the highest concentration of occurrence in both BP and BB samples. Rutin has been used in medicine due to its several pharmacological activities such as antiviral, antibacterial, cytoprotective, neuroprotective, anti-inflammatory, vasoactive, antitumor, antioxidant, cardioprotective, antispasmodic and anticarcinogenic ((Yang et al., 2008). The availability of rutin in bee pollen indicates its biological and nutritional quality owing to its high antioxidant activity (Carpes et al. 2013; Kostić et al., 2019). Related to BB phenolics Tavdidishvili et al. (2014) investigated the flavonoid content in Georgian bee bread and identified rutin, naringin and quercetin in high amounts (20% of the total flavonoid content). Similarly, rutin, p-coumaric acid and ferulic acid have been previously reported as primary phenolic compounds present in high amounts in all pollens (Ulusoy and Kolayli, 2014). Although these investigators have indicated that these compounds may be markers for Anzer pollen, the obtained results indicate that they are not specific to pollen samples from a particular region. As these compounds described in the phenolic composition of pollen have been found in high rates in pollen extracts in many different studies (Almeida et al., 2017; Mohdaly et al., 2015), including our study, they may be considered as general markers for bee pollen and bee breads. Metabolic activities during the processing of pollen and bee bread by bees may cause the ratio of these compounds to be more dominant than other components. However, qualitative and quantitative determinations of these compounds can play a crucial role in the formation of national or international standards for bee bread and pollen.

Isidorov et al. (2009) detected ferulic acid, caffeic acid, p-coumaric acid, kaempferol and isorhamnetin in bee bread samples. Sobral et al. (2017) reported that bee bread samples contained flavonol derivatives, isorhamnetin, quercetin, myricetin, kaempferol, and herbacetin glycoside derivatives. In addition, catechin was present in BP1, BP2 and BP5 pollen samples, but not in any BB sample. This suggests that there is a link between the fermentation process and the formation/degradation mechanism of phenolic compounds in the formation phase of bee bread. This association may occur in several ways, perhaps involving the ability of lactic acid bacteria to break down phenolic compounds or the positive-negative effects of phenolic compounds on bacterial growth (Gözde et al., 2011). According to literature polyphenols are subjected to the degradation process in digestive system leading to the formation of different phenolic acids. At the end, all metabolites obtained from polyphenols during digestion, are transformed into benzoic acid (Tarko et al., 2013). Additionally, after loss of sugar moiety, aglycone form of flavonoids is also metabolized by forming sulphate and glucuronate conjugates which are the main forms in plasma and urine (Viskupičova et al., 2008). The compound catechin has not been previously reported in pollen samples from any region of Turkey, indicating that geographic differences and hence floral differences affect the variety of chemical compositions of bee products. The similarities and differences of bee pollen samples from different regions may vary depending on many factors, such as differences in regional flora, climatic conditions, altitude and storage conditions of pollen.

As a result of the phenolic scans, the values of protocatechuic acid, 2,5-dihydroxybenzoic acid and kaempferol content for samples from all regions were higher in bee bread samples compared to pollen samples. Therefore, bee bread can be presented as an alternative to bee pollen as a source of these phenolics. These phenolic compounds could be isolated for use as a functional food ingredient as a source of antioxidants. However, as far as other phenolic compounds are concerned, since the individual phenolic compound content of these two product varieties vary widely depending on the region, it would be more beneficial to use the product containing specific phenolic compounds for the desired purpose.

3.2

3.2 Free amino acids profile

A significant part of amino acids is located in pollen’s outer membrane- exine (Paramás Gonzáles et al., 2006). However, for liberation of amino acids from proteins some hydrolysis process must be applied. As the main food source for bees pollen must contain at least ten amino acids which are essential for them: isoleucine, leucine, lysine, methionine, histidine, arginine, phenylalanine, threonine, tryptophan and valine (deGoot, 1953). Besides, the presence of proline is important since it is an amino acid used by bees as phagostimulatory compound and as a source of energy for their flights (deGrandi-Hoffman et al., 2013). The current research revealed that the content of total FAAs (Table 3) was a quite uniform in pollen samples ranging from 48.8 to 64.2 mg/g while in case of bee bread higher variations were observed: 23.1–61.1 mg/g. The obtained results for bee pollen are higher compared to values obtained for Spanish bee-collected pollen ranging from 23 mg/g to 37.6 mg/g (Serra-Bonvehí and Escolá Jordá, 1997). This can be caused by fact that authors monitor a significantly lower number of amino acids (18 amino acids) compared to our study (42 amino acids). According to results presented in Table 3, the main FAAs in pollen samples were l-proline (8384.22–16670.79 μg/g) and l-asparagine (4851.27–15336.14 μg/g) followed by l-aspartic acid (3669.36–5260.56 μg/g). Interestingly, a high content of gamma-aminobutyric acid (GABA) (2329.81–5079.35 μg/g) as non-protein amino acid is also detected. Compared to them bee bread samples contained a significantly lower content of l-asparagine (2475.48–5891.12 μg/g) while l-proline (4939.23–22212.82 μg/g), l-aspartic acid (2833.36–5207.37 μg/g) as well as GABA (2703.27–4588.44 μg/g) remained the main amino acids in bee bread samples. In addition, significant quantities of l-phenylalanine were recorded in BP and BB samples- 1298.99–3353.80 μg/g and 1308.44–3345.67 μg/g respectively. The presence and quantity of l-proline is strongly influenced by two parameters: adequate storage and floral pollen origin without almost any influence of bees (Serra-Bonvehí and Escolá Jordá, 1997). Also, the ratio of proline content and total amino acids can be used as a parameter of freshness. With the value of this parameter lower than 0.65 it can be assumed that samples were adequately dried and stored (Serra-Bonvehí and Escolá Jordá, 1997). Since the values for all the samples proline/total amino acids were between 0.13 and 0.36 (Table 3) it can be concluded that beekeepers successfully handled and stored pollen and bee bread samples. The results for methionine, threonine, glycine, alanine, isoleucine and lysine content in pollen samples were in line with the results of Serra-Bonvehí and Escolá Jordá (1997). Contrary, proline content was significantly higher (average value: 19,670 μg/g) while results for l-aspartic acid (average value: 330 μg/g), l-glutamic acid (average value: 260 μg/g), and l-serine (average value: 440 μg/g) were significantly lower compared to the current study. Quite the opposite, given results for proline are in line with results for several Chinese bee-collected pollen samples (7400 μg/g – 20,010 μg/g) (Yang et al., 2013). Since proline content in bee pollen is almost exclusively dependent on floral origin (Serra-Bonvehí and Escolá Jordá, 1997) the observed differences/similarities can be provoked by botanical origin of samples. The observed decrease of l-asparagine content in bee bread could be caused by fermentation process and acidic conditions which will trigger deamination of this amino acid. In addition, for most of the BB samples lower content of the main amino acids is recorded compared to adequate BP samples. This observation can also be explained by microbial activity during BB production (deGrandi-Hoffman et al., 2013). However, for some amino acids BP1 and BB1 (GABA) as well as BP2 and BB2 samples (l-proline, l-aspartic acid, GABA) were an exception. In case of l-proline and l-aspartic acid it is possible that the microbial activity causes the liberation of some part of amino acids from proteins which leads to increased content in BB sample (deGrandi-Hoffman et al., 2013) while GABA can be synthetized in situ by different microbes like bacteria or fungi (deGrandi-Hoffman et al., 2013; Ramos-Ruiz et al., 2018). The presence of GABA in both bee pollen and bee bread samples is important since this bioactive compound began to gain a significant attention among scientists due to positive effects on human health such as cancer cells development prevention, improvement of immune system status, hypotensive effect and relaxation, etc. (Ramos-Ruiz et al., 2018). Interestingly, the absence of free S-containing amino acids is observed during current research since only l-methionine was quantified in all the samples (BP: 108.11–427.21 μg/g; BB: 98.79–384.79 μg/g) while l-cysteine, d,l-homocysteine and l-cystathionine were not detected. However, it is worth mentioning that the presence of a significant quantity of taurine (BP: 45.35–487.40 μg/g; BB: 83.70–180.41 μg/g) was recorded in all samples. This unusual S-containing non protein amino acid is important in animals and humans since it participates in the regulation of several physiological processes such as conjugation of bile acids, osmoregulation and Ca2+ ion metabolism, regulation of retinal function, etc. (McCusker et al., 2013). The taurine content in BP and BB samples was significantly higher compared to amounts found in 20 other plant materials and similar to some marine macro algae or insects (Eisenia arborea, Macrocystis spp., Pelvetropsis limitata, Lessoniopsis littoralis, Black soldier fly larva) presented in literature (McCusker et al., 2013). It makes bee pollen and bee bread a good source of this compound for humans or pets (essential for cats) whose diet demands significant quantity of this amino acid (McCusker et al., 2013).

Table 3 Free amino acids composition of bee pollen and bee bread samples (μg/g), total free amino acids (TAAs) (mg/g) and proline/ total amino acids ratio.
BP1 BB1 BP2 BB2 BP3 BB3 BP4 BB4 BP5 BB5
l-Tryptophan 2478.87 ± 92.62efB 377.12 ± 8.27klG 2307.98 ± 51.73eC 1421.98 ± 20.90 gD 924.30 ± 28.05 ijkE 564.22 ± 1.04jkF 1310.77 ± 45.51hijD 366.41 ± 17.45lmG 2829.06 ± 59.25defgA 488.85 ± 13.82jklFG
Taurine 45.35 ± 2.79pH 92.28 ± 1.72mD 77.41 ± 2.15oEF 144.50 ± 4.34 kC 487.40 ± 12.24 mnopA 180.41 ± 4.30lmnoB 64.99 ± 1.43qrFG 83.70 ± 0.44nopDE 59.66 ± 1.41kG 85.37 ± 3.11nDE
l-Tyrosine 939.59 ± 24.03hijCD 656.02 ± 30.86ghE 846.17 ± 3.05ijCDE 1644.91 ± 178.63 gA 1076.70 ± 60.00 hijBC 991.14 ± 4.69gCD 1318.53 ± 68.33hijB 776.71 ± 9.54hDE 1628.17 ± 169.92ghijkA 1047.69 ± 21.84fgC
l-Phenylalanine 2602.69 ± 155.06eBCD 2134.91 ± 151.35eD 1298.99 ± 102.74gE 2157.72 ± 229.23 eD 3353.80 ± 251.55 eA 2973.27 ± 182.93dAB 2849.84 ± 260.59 dABC 3345.67 ± 41.18cA 2423.89 ± 73.0fghiCD 1308.44 ± 200.41deE
l-isoleucine 608.87 ± 7.65lmC 437.53 ± 5.28ijklDE 542.03 ± 26.22klC 747.09 ± 49.12 hiB 573.44 ± 27.23 lmnoC 529.41 ± 13.05jkCD 917.87 ± 30.38lmA 357.61 ± 32.36lmE 918.07 ± 50.49hijkA 625.15 ± 61.06ijkC
l-Leucine 1126.54 ± 170.29hDE 59.44 ± 8.19mG 1012.40 ± 203.85hiDE 1590.24 ± 233.39 gBC 1358.88 ± 233.13 ghCD 877.87 ± 11.62ghiEF 2120.40 ± 64.15fA 488.21 ± 9.96jkF 1881.13 ± 122.88fghijAB 1073.83 ± 115.62efgDE
Gamma-aminobutyric acid 2329.81 ± 173.56fE 3132.16 ± 106.91bD 4386.46 ± 229.61cB 4588.44 ± 230.19 cAB 4389.38 ± 130.53 dB 3652.92 ± 294.40cC 4851.08 ± 165.29bAB 2946.68 ± 89.83dD 5079.35 ± 23.10cA 2703.27 ± 152.98cDE
3-Amino isobutyric acid 1070.08 ± 82.44hiE 1438.68 ± 82.4fCD 1999.93 ± 15.33fB 2090.03 ± 96.22 efAB 2020.06 ± 61.81 fB 1668.00 ± 99.75eC 2226.27 ± 69.29fAB 1374.88 ± 81.97fCDE 2335.83 ± 232.49fghiA 1255.45 ± 101.07defDE
l-Methionine 315.41 ± 3.16noB 98.79 ± 2.46 mE 112.58 ± 13.67oE 213.92 ± 27.67jkC 115.75 ± 10.83qrsE 165.62 ± 10.63mnoD 427.21 ± 29.04 opA 108.11 ± 7.41nopE 390.44 ± 17.77jkA 384.79 ± 6.58klmA
l-2-Aminoadipic acid 52.45 ± 1.19pDEF 48.71 ± 2.46mEF 51.72 ± 2.47 oDEF 68.43 ± 2.82kC 71.00 ± 1.44qrsC 58.80 ± 2.65noD 54.36 ± 3.85 qrDE 45.96 ± 2.70opF 460.85 ± 1.40jkA 113.48 ± 2.77nB
Beta-Alanine 801.58 ± 5.33jklA 360.29 ± 4.92klBCD 368.96 ± 12.71lmnBC 320.75 ± 10.54 jkCDE 327.15 ± 70.94nopqCDE 398.34 ± 10.13 klB 268.33 ± 11.88 pqE 168.74 ± 0.47nF 296.75 ± 8.41jkDE 171.54 ± 6.43mnF
l-Aspartic acid 5260.56 ± 95.31cA 2833.36 ± 62.85cD 3669.36 ± 87.20dC 4584.11 ± 41.10cB 5144.53 ± 180.72cA 4311.40 ± 96.19 bB 4521.46 ± 65.45 cB 3828.10 ± 42.60bC 4338.01 ± 83.77cdeB 5207.37 ± 282.32aA
l-Glutamic acid 4143.17 ± 117.89dA 457.05 ± 11.78ijkF 2465.55 ± 60.48eB 828.09 ± 28.16hiE 1108.26 ± 82.80hiD 285.72 ± 9.47lmnF 1342.62 ± 113.66 ghiC 374.38 ± 9.15klmF 2626.95 ± 126.13efghB 1019.16 ± 12.09fgDE
l-Valine 853.85 ± 11.16ijkCD 530.52 ± 11.69hiEF 913.15 ± 7.92ijCD 994.26 ± 8.05hC 807.19 ± 8.96jklD 662.85 ± 6.70ijE 1469.50 ± 112.63 ghB 399.58 ± 12.67klmF 1850.50 ± 99.75fghijA 843.88 ± 18.41ghiD
l-2-aminobutyric acid 19.27 ± 2.89pA 10.03 ± 0.23mCDE 15.23 ± 2.83oAB 7.74 ± 0.27kEF 12.43 ± 1.37 sBC 12.32 ± 0.74oBCD 8.04 ± 0.97rDEF 5.04 ± 1.01pF 11.69 ± 0.13kBCDE 10.26 ± 1.21nCDE
Ethanolamine 928.79 ± 8.06hijC 305.56 ± 7.35lF 1014.10 ± 11.89hiC 563.01 ± 6.20ijE 1180.62 ± 23.79hiB 745.53 ± 7.30hijD 1574.57 ± 71.92gA 143.53 ± 5.28noG 1275.92 ± 69.03ghijkB 248.18 ± 8.97lmnF
l-Alanine 1130.97 ± 25.28hE 505.07 ± 11.2 ijH 1222.24 ± 6.01ghD 1730.49 ± 28.76fgA 1470.92 ± 11.94gB 921.98 ± 26.80ghF 1429.86 ± 66.42ghiB 764.37 ± 9.52hG 1316.65 ± 38.00cdC 896.46 ± 20.83ghF
l-Threonine 213.07 ± 11.51opCD 74.89 ± 5.31mG 198.32 ± 9.07mnoDE 230.78 ± 9.75jkC 217.51 ± 12.95pqrsCD 185.15 ± 11.21lmnoEF 441.80 ± 3.55 opB 62.08 ± 3.17nopG 503.59 ± 12.69jkA 163.42 ± 8.00mnF
l-Serine 2278.50 ± 21.48fB 707.41 ± 4.88gFG 1812.69 ± 33.44fC 1538.94 ± 50.97gD 1971.89 ± 13.32fC 1322.29 ± 26.04fE 2596.66 ± 109.41eA 625.51 ± 60.24iG 2625.31 ± 133.05efghA 876.73 ± 10.95ghF
l-Glycin 610.22 ± 9.16klmF 534.14 ± 5.31hiG 735.89 ± 7.38jkC 774.42 ± 28.17hiC 664.64 ± 5.29klmDE 635.13 ± 8.01jEF 1053.58 ± 4.83 klA 472.35 ± 4.10jklH 986.85 ± 17.99hijkB 677.51 ± 19.26hijD
l-asparagine 12476.10 ± 89.85bB 2475.48 ± 73.39dG 7018.12 ± 198.13bC 5891.12 ± 342.87bD 6248.01 ± 10.02bD 3076.98 ± 81.31dF 4851.27 ± 61.58bE 2585.82 ± 15.21eG 15336.14 ± 79.88aA 4839.80 ± 80.45bE
Trans-4-hydroxy l-proline 1415.71 ± 17.46gD nd 2371.37 ± 84.39eC 4183.65 ± 193.96dA 1131.72 ± 23.72hiE 725.92 ± 10.10hijF 1073.06 ± 4.25jklE 1069.59 ± 22.74gE 3410.42 ± 14.34cdefB 1383.96 ± 72.11dD
l-Glutamine 206.09 ± 2.83opD 36.23 ± 4.18 mE 433.06 ± 4.80lmC 342.21 ± 9.04jkC 1175.21 ± 68.63hiA 142.17 ± 5.92noDE 1197.23 ± 94.01ijkA nd 796.26 ± 10.01ijkB nd
l-Proline 16670.79 ± 214.79aB 5047.80 ± 44.52aG 14025.02 ± 38.77aC 22212.82 ± 206.57aA 14267.23 ± 211.01aC 6929.35 ± 103.10aF 9109.33 ± 101.08aD 8893.73 ± 137.48aD 8384.22 ± 95.97bE 4939.23 ± 47.15bG
Sarcosine 4.89 ± 0.93pD 21.52 ± 1.24 mA 3.87 ± 0.61oD 5.28 ± 0.07kD 5.27 ± 0.29sD 14.30 ± 1.95oB 3.66 ± 0.02rD 11.24 ± 0.06pC 3.25 ± 0.27kD 16.29 ± 0.33nB
l-Homocitrulline nd nd nd nd nd nd nd nd nd nd
l-Citrulline 6.65 ± 0.40pC 1.74 ± 0.49mEF 13.16 ± 0.19oA 4.78 ± 0.71kD 12.84 ± 0.84sA 2.95 ± 0.09oE 10.07 ± 0.79rB 0.91 ± 0.26pF 9.18 ± 0.17kB 4.84 ± 0.56nD
DL-Homocystine nd nd nd nd nd nd nd nd nd nd
O-Phosphoryl Ethanolamine nd nd nd nd nd nd nd nd nd nd
Argininosuccinic acid nd nd nd nd nd nd nd nd nd nd
l-Arginine 427.95 ± 0.26 mnoD 115.36 ± 3.90mI 186.70 ± 10.55noG 1044.25 ± 18.99hA 305.84 ± 1.59opqrF 157.94 ± 0.96mnoH 375.09 ± 6.88pE 119.43 ± 12.56nopI 744.51 ± 6.30ijkB 651.83 ± 5.42hijC
l-Cystathionine nd nd nd nd nd nd nd nd nd nd
l-Cystine nd nd nd nd nd nd nd nd nd nd
l-Histidine 962.79 ± 5.52hijB 87.82 ± 5.55mH 981.76 ± 3.17hijB 254.58 ± 10.42jkG 1263.70 ± 14.79ghA 377.80 ± 10.23klmE 632.38 ± 16.06noD 314.68 ± 9.41mF 752.59 ± 6.50ijkC 116.05 ± 8.79nH
l-ornithine 25.77 ± 2.41pA 2.01 ± 0.51 mDE 5.33 ± 0.35oBC 7.44 ± 0.35kB 4.36 ± 0.29sCD 5.67 ± 0.95oBC 5.20 ± 0.48rBC 1.61 ± 0.05pE 4.74 ± 0.76kC 3.30 ± 0.02nCDE
l-Carnosine nd nd nd nd nd nd nd nd nd nd
l-Lysine 518.92 ± 7.33mnF 547.61 ± 11.36hiF 543.81 ± 15.60mnF 787.43 ± 40.45hiB 602.50 ± 6.29 lmnE 694.65 ± 7.44hijCD 720.43 ± 16.22mnC 544.18 ± 7.36ijF 852.02 ± 5.75ijkA 652.78 ± 13.12hijD
O-Phospho-l-Serine nd nd nd nd nd nd nd nd nd nd
DL-5-Hydroxy lysine nd nd nd nd nd nd nd nd nd nd
3-Methyl-l-Histidine 22.85 ± 3.29pB 3.33 ± 0.27mF 8.45 ± 0.44pDE 35.13 ± 0.87kA 10.76 ± 1.49sD 3.79 ± 0.78oF 8.70 ± 0.04rDE 2.63 ± 0.15pF 16.55 ± 2.34kC 5.11 ± 0.05n EF
1-Methyl-l-Histidine 46.42 ± 2.24pC 9.46 ± 0.38mF 25.52 ± 0.46oD 61.47 ± 2.21kA 29.12 ± 0.85rsD 16.33 ± 0.37oE 55.55 ± 2.39qrB 6.85 ± 2.84pF 62.04 ± 0.92kA 25.58 ± 1.32nD
l-Anserine nd nd nd nd nd nd nd nd nd nd
Proline/ TAAs ratio 0.27 0.22 0.28 0.36 0.27 0.21 0.19 0.29 0.13 0.15
Total free amino acids (TAAs) (mg/g) 60.59459 23.1423 50.66732 61.07002 52.33244 33.29021 48.88972 30.2883 64.21059 31.83963

* All results are expressed as mean ± standard deviation (n = 3). nd stands for not detected. In each column, difference (a-j) between compounds according to Tuckey’s test (p < 0.05). In each row, difference (A-J) between BB and BP samples according to Tuckey’s test (p < 0.05).

3.3

3.3 PCA and cluster analysis

In order to get a detailed insight into the data structure and identify similarities and specificities of object groupings, principal component analysis (PCA) and hierarchical cluster analysis (HCA) were conducted. Principal component analysis (PCA) based on the content of phenolic compounds (Table 2) and amino acids (Table 3) in various samples of bee pollen and bee bread extracts results in six-component model explaining 89.26% of the total variance among data. The results obtained by analyzing the first two principal components are shown in score and loading plots (Fig. 2a, b).

Score (a) and loading (b) plot. Abbreviations and labels: BP- bee pollen, BB- bee bread; 1 – l-Tryptophan, 2 – Taurine, 3 – l-Tyrosine, 4 – l-Phenylalanine, 5 – l-Isoleucine, 6 – l-Leucine, 7 – Gamma-aminobutyric acid, 8 – 3-Amino isobutyric acid, 9 – l-Methionine, 10 – l-2-Aminoadipic acid, 11 – Beta-Alanine, 12 – l-Aspartic acid, 13 – l-Glutamic acid, 14 – l-Valine, 15 – l-2-Aminobutyric acid, 16 – Ethanolamine, 17 – l-Alanine, 18 – l-Threonine, 19 – l-Serine, 20 – l-Glycin, 21 – l-Asparagine, 22 – trans-4-hydroxy-l-proline, 23 – l-Glutamine, 24 – l-Proline, 25 – Sarcosine, 26 – l-Citrulline, 27 – l-Arginine, 28 – l-Histidine, 29 – l-Ornithine, 30 – l-Lysine, 31 – 3-Methyl-l-Histidine, 32 – 1-Methyl-l-Histidine, 33 – Total free amino acids; I – 2,5-Dihydroxybenzoic Acid, II – Caffeic acid, III – Catechin, IV – Chlorogenic acid, V – Ethyl gallate, VI – Gallic acid, VII – Isorhamnetin, VIII – Kaempferol, IX – Luteolin, X – Myricetin, XI – p-Coumaric acid, XII – Phlorizin, XIII – Protocatechuic acid, XIV – Quercetin, XV – Resveratrol, XVI – Rutin, XVII – Salicylic acid, XVIII – trans- Ferulic acid.
Fig. 2
Score (a) and loading (b) plot. Abbreviations and labels: BP- bee pollen, BB- bee bread; 1 – l-Tryptophan, 2 – Taurine, 3 – l-Tyrosine, 4 – l-Phenylalanine, 5 – l-Isoleucine, 6 – l-Leucine, 7 – Gamma-aminobutyric acid, 8 – 3-Amino isobutyric acid, 9 – l-Methionine, 10 – l-2-Aminoadipic acid, 11 – Beta-Alanine, 12 – l-Aspartic acid, 13 – l-Glutamic acid, 14 – l-Valine, 15 – l-2-Aminobutyric acid, 16 – Ethanolamine, 17 – l-Alanine, 18 – l-Threonine, 19 – l-Serine, 20 – l-Glycin, 21 – l-Asparagine, 22 – trans-4-hydroxy-l-proline, 23 – l-Glutamine, 24 – l-Proline, 25 – Sarcosine, 26 – l-Citrulline, 27 – l-Arginine, 28 – l-Histidine, 29 – l-Ornithine, 30 – l-Lysine, 31 – 3-Methyl-l-Histidine, 32 – 1-Methyl-l-Histidine, 33 – Total free amino acids; I – 2,5-Dihydroxybenzoic Acid, II – Caffeic acid, III – Catechin, IV – Chlorogenic acid, V – Ethyl gallate, VI – Gallic acid, VII – Isorhamnetin, VIII – Kaempferol, IX – Luteolin, X – Myricetin, XI – p-Coumaric acid, XII – Phlorizin, XIII – Protocatechuic acid, XIV – Quercetin, XV – Resveratrol, XVI – Rutin, XVII – Salicylic acid, XVIII – trans- Ferulic acid.

The score plot (Fig. 2a) shows the separation of two groups of objects. Samples of bee bread (BB) (group I) are separated from samples of bee pollen (BP) (group II) (Fig. 2a, Table 2). Only the sample BB2 is an exception and belongs to group II. The reason for that is higher content of several amino acids (1, 3, 5–8, 14, 17–24, 27, 29–33, see Table 3) and phenolic compounds (II, IV, XI, XVIII, see Table 2). It can be observed that proline content (amino acid no. 24) is the highest in BB2 sample compared to all the examined samples. In addition to microbial activity this can be related to possible a higher degree of nectar in this bee bread sample since the bees mixed nectar with pollen during bee bread production (Vasquez and Olofsson, 2009; Malihah Mohammad et al., 2020). It is well known that high the content of proline in nectar can be linked not only to the plant abiotic stress but also to an increased proline content in plants’ reproductive system (Mattioli et al., 2009). Amino acids (1, 3, 5–24, 26–33) and phenolic compounds (II-V, XII, XV, XVII, and XVIII) have the strongest positive influence along the PC1 axis on the separation of samples of bee pollen, which is in accordance with the fact that concentrations of these amino acids and phenolic compounds are the highest in this sample (Fig. 2, see Tables 2 and 3), while amino acids (2, 4 and 25) and phenolic compounds (I, VI-XI, XIII, XIV, XVI, and XIX), have a negative influence in the separation of this sample along the PC1 axis. It should be emphasized that pholorizin (XII) had strong influence on separation of BP1 sample which confirms previously mentioned possibility (subsection 3.1.) to use this phenolic as chemotaxonomic marker for this sample. The highest content of beta-alanine, l-2-aminobutyric acid, and l-ornithine, as well as ethyl gallate, phlorizin, and trans-ferulic acid in the sample BP2, and l-glutamic acid, l-proline, 3-methyl-l-histidine, and chlorogenic acid in sample BP1, have the strongest positive effect along the PC2 axis on the separation of these samples. Furthermore, it can be noted that the content of amino acids (2, 4, and 25) and phenolic compounds (I, VI-XI, XIII, XIV, XVI, and XIX) is higher in the samples of bee bread and more characteristic for this bee product. The positive correlation of taurine (amino acid no. 2) content with the bee bread samples can be connected with its possible presence of nectar of some plant species originated from Mediterranean region (Nepi et al., 2012; Nocentini et al., 2012) as well as to its important functions for insects’ nervous system such as bees (Nepi et al., 2012). Phenylalanine (amino acid no. 4) in bee bread can also originate from nectar since it is an essential amino acid for bees, it belongs to the group of amino acids which accelerate synthesis of sugars in the cell and in that way stimulate bees chemosensors (Nicolson and Thornburg, 2007) and it is usually presented in nectar of Mediterranean plants (Nepi et al., 2012). It is reported that sarcosine (amino acid no. 25) can be dominant non-proteogenic amino acid in nectar (Brzosko and Bajguz, 2019) which can be the reason for its elevated content in bee bread. Additionally, sarcosine has been found in bee larvae as well (Kageyama et al., 2018).

Above presented results have also been confirmed by the Hierarchical Cluster Analysis (HCA) and are shown in a dendrogram (Fig. 3). At a distance 15, HCA results in the separation of samples into two clusters. The samples of bee bread belong to the first cluster, while samples of bee pollen create the second cluster. By comparing the results of principal component analysis and hierarchical cluster analysis (HCA) (Fig. 3) it can be concluded that there is a similarity between samples of bee bread, as well as between samples of bee pollen. The dendrogram also shows that the BB2 sample differs from other bee bread samples and belongs to the second cluster, i.e. associated with samples of bee pollen. In general, statistical analysis revealed that amino acids are a more important parameter for distinguishing BP and BB samples than phenolics.

Dendrogram. Abbreviations: BP-bee pollen, BB-bee bread.
Fig. 3
Dendrogram. Abbreviations: BP-bee pollen, BB-bee bread.

At the end it should be pointed out that, due to limited number of samples available for analysis, these statistical results should be consider as preliminary and as indication of possible trends. Further investigation with higher number of samples should be performed.

4

4 Conclusion

Bee products naturally contain many components that are necessary to carry out basic life functions. Especially in recent years, human population growth and subsequent increases in the need for food resources, as well as increasing environmental awareness, have led to growing interest in many biologically active natural organic products, including bee products. This in turn has led to growth in the number of such natural products and product combinations. It is important to investigate the chemical properties of such products marketed as healthy and useful. For this reason, it is crucial to investigate the chemical properties of such products and to contribute to the standardization studies. In this study, we presented detailed comparative data on the phenolic and amino acid profile of BP and BB. The results revealed that BP and BB samples possess a great diversity of phenolics and amino acids. We observed that regional differences, in which the phenolic and amino acid profile of the samples do not depend solely on the product type, had the great impact on the phenolic and amino acid composition of the products monitored through determination of both quantity and quality of these bioactive compounds. BP and BB can be preferred as a good source of amino acids for humans. However, when the samples taken from the same region are evaluated, it can be said that bee bread can be presented as an alternative to bee pollen as the source of protocatechuic acid, 2,5-dihydroxybenzoic acid and kaempferol phenolics. In addition, this study shows that chemometric analysis such as PCA and HCA, appear to be potential tools for classification and discrimination of BP and BB using the profile of amino acid and phenolic. However, chemometric analysis revealed that amino acids are a more important parameter for distinguishing BP and BB samples than phenolics.

Acknowledgements

This study was funded by Hacettepe University (FHD-2018-16748) with internal fund.

Authors’ contributions

All authors contributed to the idea, experimental planning and writing of the manuscript. All authors read and approved the final version of the manuscript.

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.

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Appendix A

Supplementary material

Supplementary data to this article can be found online at https://doi.org/10.1016/j.arabjc.2021.103004.

Appendix A

Supplementary material

The following are the Supplementary data to this article:

Supplementary data 1

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