3. Results
3.1. Moisture content (%)- One of honey's most crucial properties is its water content because it affects the substance's viscosity, specific gravity, maturity, crystallization, flavor, preservation, shelf life, and palatability [
47]. It is a crucial element in determining the quality of honey [
48]. It depends on several variables, including bee species, floral supply, honey harvesting season, honey maturation level (total dehydration), and meteorological factors [
18,
29].
Excessive water content in honey can lead to the growth of microbiological reactions and the development of the fermentation process, which negatively affects the qualitative characteristics of honey [
4]. The moisture level in this inquiry ranged from 14.3% to 18.6%. (
Figure 2), Specifically, the average rate in the Keda samples is 17.78%, in the samples of Shuakhevi it is 16.47%, and in the samples of Khulo, it is 15.9%. The water content in the honey samples taken for analysis is less than 20%, which is within the norm stipulated by the standard (International Honey Commission). This also indicates the maturity of the analyzed honey samples.
3.2. Sugars - Sugar is a crucial component of honey [
49], primarily existing in the form of monosaccharides and disaccharides. The total content of monosaccharides (fructose and glucose) is about 75%, and 10-15% consists of disaccharides [
50,
51].
The qualitative and quantitative content of sugars in honey is primarily determined by its botanical and geographical origin. However, the amount of sugars can also be slightly influenced by factors such as weather, processing, and storage conditions (13, 52). One of the important characteristics when evaluating the quality of honey is the ratio of fructose and glucose, as well as glucose and water. When the fructose-to-glucose ratio is less than 1.0, crystallization occurs more quickly, and it decreases when the ratio is greater than 1.0 [
53,
54,
56].
When confirming the naturalness of honey, the concentration of sucrose is also important because a higher-than-permissible content serves as an indicator of adulteration [
57].
The high-pressure liquid chromatography method was used to identify and quantify the individual components of sugars in Jara honey. Based on standard calibration, the quantitative results for each honey sample are shown in
Figure 2. Among the compounds identified (fructose, glucose, sucrose, and maltose), the dominant compounds were fructose and glucose. Based on standard calibration, the quantitative results for each honey sample are shown in
Figure 3.
Comparing the obtained results, the concentration of fructose was 44.5% - 56.4% and that of glucose was 27.18% - 37.8% (
Figure 4). In particular, the fructose content of Keda's honey samples ranges from 45.175% to 52.58%, with an average of 48.79%. Glucose concentrations ranged from 37.8% to 34.97%, with an average of 32.67% glucose. In the samples from Shuakhevi and Khulo, the fructose content is higher compared to the honey from Keda, at about 51% (average value), the average glucose concentration in Shuakhevi honey is 31.32%, while it is 32.21% in Khulo samples.
In the samples taken for analysis, considering the average value, fructose is the dominant sugar (Mass share of fructose in total sugars (average of 23 indicators): in Keda samples - 52.58%, in Shuakhevi samples - 60.37%, in Khulo 2 samples - 61.42%) and it is followed by glucose: in Keda samples - 37.06%, in 23 samples of Shuakhevi - 37.64%, in samples of Khulo - 38.33% (23 of the mass share of total sugars average rate). (
Figure 4).
Sucrose identified in identified in samples: JH-2, JH-3, JH-10, JH-13, JH-16, and JH-17, and the contents of the honey samples ranged from 0.065% to 0.403%. Maltose was identified only in 2 samples: JH-12 and JH-15. The maltose content was 2.006% and 1.8%. The sucrose and maltose contents are significantly lower than the fructose content as well as the glucose content (
Figure 4) (
Figure 3). According to international standards, the sucrose content should not be higher than 5% [
58,
63].
Figure 5.
Carbohydrates, especially glucose and fructose, are the main components of honey and are essential for crystallization. Glucose is considered the crystallizing sugar because of its reduced solubility. Certain monofloral honey (such as citrus) naturally crystallizes neatly and uniformly, but most commercial honey is considered to be of low quality.
The G/F ratios of the Jara honey samples in the present study varied between 1.2 and 2.08. The glucose-fructose ratio in Jara honey samples is greater than 1, and the average value is 1.6 in the Keda samples, 1.63 in the Shuakhevi samples, and 1.58 in the Khulo samples
As for the glucose/water ratio in honey samples, it ranges from 158 to 2.22 in the Keda samples, from 1.75 to 2.24 in the Shuakhevi samples, and from 176 to 2.21 in the Khulo samples. Jara honey is characterized by a high ratio of F/G and G/W (more than 1.2) 3.3. Free acidity meq/kg - The acid content of honey is relatively low, but it is crucial for the taste of honey. The acidity of honey is determined by titration and is expressed in milliequivalents per kg [
59]. Less than 0.5% of the solids in honey are organic acids; however, these acids have a significant impact on flavor [
18], since free acidity is a key indicator of microbial deterioration of honey [
60]. According to the EU Regulation (Council EU, 2001) and Codex Alimentarius (2001), the maximum amount of free acidity that can be present in honey is 50 meq/kg [
47]. The results of the examination of free acidity are shown in
Figure 2. The free acidity content ranged from 20.96 to 28.5 meq/kg in Jara honey varieties, with a mean value of free acidity lower than the permitted threshold.
From the analysis results, the average acidity rate in Jara honey ridge samples is 24.23 units, while the average rates in Shuakhevi and Khulo samples are almost similar to 26.06 and 26.08 meg/kg.
Hence, the low free acid values obtained in the current work are a good indicator of conservation. These results showed that there was no unwanted fermentation.
3.4. pH - The pH is one of the most important characteristics of honey [
61], as it may influence honey texture, stability, and shelf life [
62]. In particular, it prevents the development of microbiological processes. [
63].
The pH values between 3.4 and 6.1 indicate the freshness of honey samples [
64]. All of the investigated Jara honey samples were acidic and were within the limit (pH 4.23 to 5.63) (
Figure 2) and within the standard limit (pH 3.40–6.10) [
65], ensuring the freshness of the honey samples. In particular, the average value of pit in Honey Ridge samples is 5.214, in Shuakhevi samples - 4.96, and in Khulo samples -5.02.
3.5. Electrical conductivity (mS/cm) - Electrical conductivity is a very important property of honey [
66]. It is greatly influenced by the concentration of organic acids and proteins, as well as by the ash content and active acidity [
50]. Electrical conductivity generally falls within the range of 0.39-0.76 mS/cm [
94], Accordingly, the electrical conductivity index, along with other parameters, serves as the main marker for confirming the botanical origin of honey [
67].
The bright color of honey usually points to a lower conductivity compared to dark-colored honey [
68].
Values of electrical conductivity in the investigated honey samples ranged from 1.071 to 1.706 µs/sm (Table 2). The EC values in the investigated honey samples were not within the recommended range (below 0.8 mS/cm) [
50].
The conductivity values of Jara Honey Ridge samples range from 1,071 to 1,706, with the highest values observed in 4 samples: JH 5 - 1,706, JH 6 - 1,552, JH 7 - 1,606, and JH 9 - 1,447 μS/cm. In Shuakhevi, the electrical conductivity ranges from 1.1008 to 1.3119 μS/cm, while in Khulo samples, the indicator is almost similar, ranging from 1.122 to 1.66.
3.6. Cations - Honey contains a variety of macro and micro minerals that are minor constituents of honey, presented in the range of 0.02–1.03% [
69]. These elements mainly include K, Na, Mg, Ca, P, Mn, Fe, Li, Co, etc. [
13,
24]. The ash content of honey is the principal source of trace elements [
70].
The qualitative and quantitative content of ash is an important feature of honey, influenced by both botanical and geographical origin [
13,
70]. A high degree of ash content in honey is a confirmation of a high concentration of pollen. [
100,
101]. Minerals affect the color of honey and are found in greater quantities in dark honey compared to light honey [
60].
Also, it is possible to detect falsification based on ash content. When bees are fed sugar syrup, the ash content is also low.
In the Jara Honey, there were identified microelements such as Li, Na, K, Mg, and Ca (
Figure 6), with concentrations ranging from 2613.5 to 5568.4 ppm. Analysis of the results is presented in Table 4. Based on the obtained results, it can be concluded that K is the dominant element, with its content ranging from 2174.86 to 5074.36 ppm.
This mineral is the most quantitatively important in honey, accounting for around 89% of the total mineral content.
The average potassium ion concentrations in the honey samples from Keda (3546.72 ppm) and Shuakhevi (3501.46 ppm) are similar. However, the concentration of potassium ions in the ridge samples varies significantly. For instance, in the first, second, third, and sixth samples, the concentration ranges from 2239.88 ppm to 2998.04 ppm, while in the fourth, fifth, and eighth honey, it ranges from 4702.58 ppm to 48603 ppm, with a difference of up to 36 ppm. In Shuakhevi honey samples, there is no significant variation in the indicators (3259.64 ppm to 3856.74 ppm). Similar to the ridge samples, the potassium content in Khulo honey varies. For instance, JH 16 (2356.68 ppm) and JH 18 (2395.72 ppm) have almost identical concentrations. However, compared to these samples, the potassium content is twice as high in the fourteenth sample of Khulo honey, reaching 5074.36 ppm.
The second most abundant mineral in all samples was Ca, ranging from 141.28 – 795.06 ppm. The average content of Mg and Na varied significantly among samples. The concentrations found in the samples ranged from 41.6 to 262.34 ppm for Mg and from 2.4 to 33.58 ppm for Na. The concentration of Li was the lowest (8.22 – 19.44 ppm).
3.7. Color intensity– Honey color is an important sensory characteristic ranging from colorless to dark brown [
71]. The honey color completely depends on the honey plants from which the nectar is taken. The color range can also vary depending on the geographical origin [
17,
71]. There are often cases when there is a difference in the order of honey color in the international market, for example, in the European market, there is a higher demand for honey with a dark color and strong aroma, whereas in America, they prefer light-colored honey with a light aroma [
38]. The color intensity of honey also determines the concentration of biologically active secondary metabolites in nectar [
72], and it is directly correlated with the antioxidant activity of honey [
73].
Only one of the possible seven color classes (Pfund scale) was found in the Jara honeys (
Figure 7), dark amber. The color of the samples taken for analysis is in the range of 122.44 - 294.81 mm, according to the scale, it exceeds 144 mm. That is a dark amber.
Figure 8,
Figure 9,
Figure 10
3.9. Phenolic compounds - Phenolic compounds are one of the most significant chemicals in honey [
22]. They are powerful natural antioxidants that are biologically active secondary metabolites from plants that operate at the molecular level [
74]. Phenolic compounds, as secondary plant metabolites and natural antioxidants, significantly determine the biological activity of honey [
8,
22]. In particular, these compounds are responsible for the antioxidant activity of honey [
8,
75], as they can bind or neutralize free radicals. [
76]. The content of phenolic compounds, both qualitatively and quantitatively, depends entirely on the type of honey plants [
38,
76,
77].
The main indicators of honey's botanical origin are polyphenols, which also have a strong medicinal and dietary value (113,16). Honey is utilized as an essential source of phenolic compounds in the human diet due to its abundance of phenolic compounds [
22,
78].
The total amount of phenols in the honey samples taken for analysis ranges from 622.34 to 1105.56 mg/kg: According to the phenol content, the samples from Keda (788.31 mg/kg) and Khulo (817.51 mg/kg) have similar phenol levels. However, in Keda honey, there is a noticeable difference between the samples. In particular, the phenol content, including JH 6-9, averages 643.73 mg/kg, with a relatively high content observed in the third sample (987.19 mg/kg) and the second sample (1105.56 mg/kg). A similar difference is observed in the samples of Khulo Jara honey. The average total phenols content in Shuakhevi honey is relatively high at 930.72 mg/kg.
3.10. Flavonoids are low molecular weight phenolic compounds based on the flavan nucleus [
79], responsible for the aroma and antioxidant potential of honey [
48]. Their biological effects span a wide range, including antibacterial, anti-inflammatory, anti-allergic, and antithrombotic actions [
80]. According to the floral and geographic sources of the honey, flavonoid profiles typically vary greatly [
38,
79,
81]: JH 2 (321.9 mg/kg), JH 3 (307.9 mg/kg), JH-11 (299.7 mg/kg), and JH-10 (291.4 mg/kg). They were relatively lower in JH-18 (267.1 mg/kg), JH-4 (265.8 mg/kg), and JH-17 (255.3 mg/kg).
3.11. Phenolic acids (aromatic carbonic acids) are a subclass of the most numerous and ubiquitous groups of secondary plant metabolites [
79]. Phenolic acids are classified as derivatives of cinnamic and benzoic acids [
71]. Their chemical structure is simple C6-C [
58]. Honey contains a wide range of phenolic acids [28) Phenolic acids are not only present in honey, but they also might designate some kinds of honey [
79,
82].
The phenolic acids content in the Jara honey samples ranged from 359.8 to 682.4 mg/kg and accounted for around 45 - 65 % of the total phenolic content. The amount of phenolic acids (according to the average indicator) is much higher in Shuakhevi samples, amounting to 573.40 units, while it is almost equal in Keda (455.25 mg/kg) and Khulo (488.42 mg/kg) samples, similar to the content of total phenols.
Phenolic acids content was highest in honey samples: JH-2 (682.4 mg/kg), JH-13 (612.4 mg/kg), and JHHHHHH-14 (648 mg/kg), whereas samples JH1 had the lowest content (453,3 mg/kg).
3.12. Antioxidant activity by the DPPH method – Honey is a well-known abundant source of both enzymatic (glucose oxidase and catalase) and non-enzymatic (L-ascorbic acid, flavonoids, and phenolic acids) antioxidants, which have been shown to have health-promoting anti-oxidative properties [
12]. Consuming honey is a successful strategy for boosting total plasma antioxidants and reducing capacity in people [
22,
83]. The determination of antioxidant activity in food products by the free radical - DPPH method is a highly adapted method. The method is simple and completed in a short time [
84]. 2,2-Diphenyl-1-picrylhydrazyl is a stable compound at room temperature and rapidly recovers in solution in the presence of antioxidants. The violet color of the radical disappears or turns yellow, so the absorption index also decreases at 517 nm. [
85]. The antioxidant activity of the analyzed sample is calculated by the difference in absorbance values. In particular, the lower the difference index, the higher the antioxidant activity of the analyzed sample. The smaller mass sample achieves 50% inhibition of the DPPH radical [
86]. This method is also actively used to determine the antioxidant activity of honey because honey is rich in secondary metabolites - phenolic compounds [
32,
63].
Among Jara's honey samples, those with a total phenol content of 801.61 to 1105.56 mg/kg have a relatively high antioxidant activity, so less of the honey mass is required to inhibit 50% of the radical, namely 75.1 to 90, 68 mg, While 622.34 - 752.95 mg/kg of total phenols are inhibited by 94.75 - 128.08 mg of honey. In the presented samples the relatively high activity (75.1 mg, 50% inhibition of honey 0.1 mm DPPH) stands out among the honey grown in Keda municipality - JH–2, which contains a large amount of total phenols (1105.56 mg/kg), total phenolic acids (682.4 mg/kg), and total flavonoids (321.4 mg/kg) (
Figure 8).
A decrease in the amount of phenolic compounds (total phenols, total phenolic acids, and total flavonoids) in honey also leads to a decrease in antioxidant activity. The amount of phenolic compounds in Jara honey 7 is the lowest (total phenols 622.34 mg/kg, total phenolic acids 388.7 mg/kg, and total flavonoids 151.0 mg/kg), and more honey is required for 50% inhibition of 0.1 mm DPPH (128.08 mg) (
Figure 8).
A directly proportional relationship was established between the quantitative content of phenolic compounds, color, and the antioxidant activity of honey (
Figure 8).
3.13. Proline - The amino acid composition of honey is completely dependent on the botanical origin of honey [
8], and therefore its qualitative and quantitative content is successfully used as an indicator of the naturalness and quality of honey. The mass share of amino acids in honey is about 1%. Its composition includes glutamic acid, aspartic acid, glycine, threonine, histidine, glutamine, proline, and others. But among them, there is more proline, which is mainly formed when the nectar is processed. Its content depends on the time of nectar processing by the bees and, accordingly, on the origin of the honey. It is about 50-85% of the total mass of amino acids, and its concentration is different in different honeys [
8]. The regulation defines the content of proline in honey, and it should not be less than 180 mg/kg [
37]. The proline content of Jara honey samples is presented in
Figure 10.
The proline content of Jara honey samples ranged from 761.28 to 1372.29 mg/kg (
Figure 10). According to the average values of the obtained results, the proline content is almost similar: in Keda samples, it is 1019.40 mg/kg, in Shuakhevi honey, it is 1086.43 mg/kg, and in Khulo samples, it is 1123.37 mg/kg. The lowest proline concentration was measured in JH-2 (761.28 mg/kg) and JH-3 (790.62 mg/kg) in the honey samples from Keda. In the other honey, the proline content is higher than 800 mg/kg. The highest proline concentration was in JH-18 (1372.9 mg/kg). The highest amount was observed in five samples: JH-5 (12498.39 mg/kg), JH-7 (1311,06 mg/kg), JH-12 (1234.9 mg/kg), JH-13 (1208.16 mg/kg), and JH-18 (1372.29 mg/kg). Table 10 shows that all proline values for honey were well above the 180 mg of proline per kilo of honey standard.
3.15. The activities of enzymes - The activities of enzymes are the basis for evaluating the quality of honey [
88]. The enzymatic composition of honey includes glucosidases, α and β amylases, α and β glucosidases, as well as proteases. Honey differs from each other in the composition and quantity of enzymes, as their content is completely dependent on both the nectar collection period and the physiological age of the bee colony.
α and β amylases, or diastases, are the enzymes that occur in relatively large quantities in honey, and their content depends on their botanical and geographical origin. [
88]. A diastase catalyzes the breakdown of starch into maltose [
36,
37,
44].
Diastases are sensitive to heating, and their activity decreases at high temperatures. Therefore, its value is used as a marker of age and an indicator of high-temperature treatment in storage conditions [
36].
Diastase activity is a honey quality parameter used to determine if honey has been extensively heated during processing [
86,
89,
90]. According to the Honey Quality and International Regulatory Standards, the diastase activity must not be less than or equal to 8 [
65].
Active enzymes are very sensitive to high temperatures and will lose their activity when they exceed a certain temperature [
36,
37].
In all 18 samples of Jara honey, the characteristic diastase activity is much higher than 8, from 9.56 to 27.0 (
Figure 10).
3.16. Protein – Proteins are one of the main constituents that perform critical functions in food systems [
91], and therefore they are the most important marker for confirming the origin and naturalness of honey [
92].
Protein in honey can come from either plants or animals. Animal protein is produced by the bee itself and is composed of salivary gland secretions as well as by-products gathered during nectar collection or honey maturation, whereas plant origins are derived from nectar and pollen gathered in the field [
18]. Floral honey has a protein value of between 1.0 and 1.5%, whereas honeydew honey has a protein content of around 3.0% [
87].
The nitrogen content of Jara honey samples ranged from 0.31 to 0.91% (
Figure 9).
3.17. Melissopalynology, or pollen analysis – Honey color, aroma, taste, and therapeutic-prophylactic properties depend on the flower's nectar, and the composition of the latter depends on those entomophilic plants that blossom during the period of honey collection [
93]. The biologically active compounds of the plant (flower) are present first in nectar and then in honey, which determines flower biological activity. [
81,
94,
95].
Several markers are used to determine the botanical origin of honey, among which it is important to determine the morphological structure and concentration of honey pollen. If the honey is obtained entirely or mainly from the nectar of a specific plant or plant flower, it must have physico-chemical, organoleptic, and morphological characteristics that are characteristic only of honey obtained from the nectar of a specific plant (monofloral honey) or plant flower (polyfloral honey) [
96].
Honey consists of pollen grains collected by honeybees; hence, pollen taxonomy is the prerequisite to compare the pollen present in honey samples with special reference to melissopalynological. The taste, smell, and color of honey change according to the nectar of the flowers [
97].
The flower origin of Jara honey was determined by melissopalynological analysis. Pollen types were identified by comparison with reference slides of pollen collected directly from the plants in the study and reference images of pollen and apicultural plants in the literature [
98,
99].
Pollen types were identified by comparison with reference slides of pollen. Pollen grains were identified and quantified by applying microscopy to preparations taken from the honey samples (Appendix A). About 500 pollen grains were counted from each sample. All measurements have been repeated to ensure significant precision.
The proportion of each type of pollen was calculated as a percentage of total pollen. The pollen concentration in honey is regulated according to European and international standards. according to the pollen content, pollen is divided into 4 groups: dominant pollen (more than 45%), secondary pollen (16-45%), significant minor pollen (3–15%), and minor pollen (less than 3%). In general, honey is considered monofloral if the dominant pollen content exceeds 45%, and if there is no dominant pollen content, the honey is considered polyfloral. However, the number of dominant pollens is different for different kinds of honey; the average rate of dominant pollens is 94.5% for chestnut honey, 38.6% for rhododendron honey, 28.1% for acacia honey, and 22.9% for lime honey, etc. [
100,
101,
102].
For identification of Jara honey's botanic origin, beekeepers used information about Jara`s location.
Figure 11
The results of qualitative pollen analysis indicate the diversity of resources utilized by honeybees in the region of investigation. Pollen analysis of Jara Honey showed that out of 18 analyzed samples, the following were identified: Chestnut, Tilia, Acacia, Juglans regia, Prunus laurocerasus, Malus domestica, Pyrus communis L., Prunus domestica, Trifolium pratense, Taraxacum, Solidago virgaurea, Rubus idaeus, Rhododendron, and another pollen (
Figure 10).
In 15 samples of honey, the consistent amount of chestnut pollen was more than 45%; for example, in Qeda`s sample, it was 47.5–96.89%, 53.28–96.6 in Shuakhevi, and 46.19–80.47% in Khulo.
Interestingly, in 3 samples (JH 1, JH 6, and JH 15), chestnut pollen doesn’t show up as dominant. However, their consistency in a secondary pollen group is higher than that of Tilia, Acacia, and Trifolium pratense (
Figure 10).
Depending on the melissopalynology analysis result, we can conclude that Jara`s honey can be classified as multi-floral honey because of its botanic origin. Depending on melissopalynology analysis results, we can conclude that Jara`s honey can be classified as multi-floral honey, but in 7, 8, 9, 10, 12, and 16 samples of honey, the concentration of chestnut flower pollen is high (73.36% to 96.89%).
Grayanotoxin III consistency enhances the treatment function of honey. It`s identified in samples (JH 1, JH 6, JH9, JH10, JH11, JH13, JH14, JH15, JH16, and JH17) from three different municipalities (Keda, Shuaxevi, and Khulo). The consistency of rhododendron pollen is higher in 9, 13, and 16 samples. These samples belong to the important minor pollen group (JH9 – 4.45%, JH13 – 4.88 %, and JH9 – 4.26%), in other cases, their consistency is lower than 3% (
Figure 10).
3.18. The identification of grayanotoxin-III – for grayanotoxin-III identification, ultra-performance liquid chromatography (UPLC) mass (MS), and a photodiode array (PDA) detector were used in the Jara honey samples.
The molecular weight of GTX-III is 370 g/mol, appearing at m/z 369 in negative ion mode.
A compound 1 (
Figure 12) has a retention time of 8.359 min, m/z 369 [M-H]+, ʎ max 289 nm; according to the obtained results and compounds mass database METLIN (
https://metlin.scripps.edu) substance 1 is grayanotoxin-III. - C
20H
36O
6 Negative FABMS: m/z = 369.26 [M-H+], Molecular Weight: 370 g/mol.
For comparing chromatography analyses, Rhododendron`s flower and mad honey samples (
Figure 12 and
Figure 13) were used, where the consistency of tocsin was much higher than in Jara honey's samples. An almost equal quantity of grayanotoxin-III was in the 9
th, 13
th, and 19
th samples (
Figure 14,
Figure 15 and
Figure 16). It`s proportional to rhododendron pollen. In other samples of Jara honey, grayanotoxin-III is left as a small portion, and the consistency of pollen is much lower (minor pollen (<3 %) (
Figure 11).