Relationships between Biochemical Criteria, Volatile Compounds, and Sensory Profiles of Ten Apricot Clones at Commercial and Consumption Ripening Stages

In association with a desirable balance of sugars and organic acids, volatile compounds contribute to the important sensory attributes of apricots. %is study assessed the biochemical, aromatic, and sensory qualities of ten Moroccan apricot clones at two maturity stages (M1: commercial stage and M2: consumption stage). Sucrose (1.84–7.09 g/100 g of fresh weight (FW)) and citric acid (0.56–2.25 g/100 g FW) were the main sugar and organic acid in fresh apricots, respectively. %e principal identified volatile compounds classes were aldehydes, alcohols, and acetates. %e major apricot volatile compounds, hexanal (15.43–696.35 μg/kg FW), 2-hexenal (9.04–404.72 μg/kg FW), β-linalool (8.49–880.50 μg/kg FW), and 1-hexanol (3.35–86.00 μg/kg FW), were previously reported to be major contributors to apricot flavor. Multivariate analysis revealed a significant impact of the ripening stage on the perception of sensory quality related to biochemical parameters. At the commercial stage, apricots were more firm and acidic, characterized by herbaceous odor and high citric acid level, while at the consumption stage, fruits were sweeter, having high reducing sugars (glucose and fructose) contents, and characterized by floral, fruity, and apricot flavors. Among suggested cultivars as suitable for consumption as fruits, red clones (“Cg 2” and “Mans 15”) and orange clones (“Marouch 16,” “Ab 5,” “Rtil 4” and “Marouch 4”) showed very interesting sensory attributes, aroma, and sugar-acid balance, expressing a good overall quality of apricot fruits.


Introduction
Apricot was considered in the Mediterranean's countries as one of the most delicious temperate fruits, characterized by strong fruity aroma and a good taste based on high soluble sugars and reasonable organic acids that are considered as major determinants of the quality of the fruits [1]. Research programs were, thus, focused on improving the flavor of apricots regarding important roles played by the organic acids and soluble sugars in fruit [1,2]. A better taste for apricot has been associated with an increase in the soluble sugar content [3], with sucrose as the main soluble sugar in the fruit [2].
In the case of fleshy fruit such as apricot fruit, alongside agronomic aspects (regularity of yields, vigor of trees, resistance or tolerance to diseases, size, and color of fruit), internal fruit quality and appreciation of consumers are criteria taken into account earlier in the selection process. erefore, the establishment of sensory profiles by panelists is a powerful tool for characterization of the different genotypes of apricot [4]. It allows good, relevant, and simple information by comparison to the instrumental methods of measuring firmness, sugar content, and acidity [5] and also allows evaluating other characteristics such as juiciness, flavor, and other taste attributes. Moreover, sensory ratings of fruit by panelists and biochemical measurements of fruit properties are useful methods in the evaluation of fruit quality [2,6].
Previous studies have reported that sugars and organic acids contents play an important role in fruit taste through the sugar/acid ratio [7][8][9]. Moreover, apricot quality consists of a balance of sugar and acidity, as well as a strong apricot aroma [10,11]. So, the knowledge of the qualitative and quantitative compositions of acids and sugars in apricot fruits may prove to be a powerful tool in evaluating fruit maturity and quality [12].
Consumers' interest focuses on the flavor and aroma of apricot. e soluble sugars and organic acids were the most appreciable quality attributes of apricot [13], and they are directly related to the taste of fruit. Sweetness is mostly attributable to mono-and disaccharides, while sourness is linked with organic acids and pH. Sweetness and juiciness are also relevant quality characteristics of apricots [14]. Apricot is also very much appreciated for its pleasant and delicious aroma [15], which contributes to its organoleptic quality.
ese characteristics are strongly related to the cultivar and ripening stage [16]. Aroma is elicited by volatile compounds which originate from different metabolic pathways such as the fatty acid metabolism, amino acid metabolism, and carbohydrate metabolism [17]. Different proportions of the volatile components determine the overall aroma properties. Aroma also has a powerful impact on fruit quality and with the volatile components being a definitive factor species quality [14]. Moreover, the aroma of apricot is a major quality component that distinguishes the fruit of apricot from other fruits of the same family such as plums and their interspecific hybrids because it is associated with a large number of distinct volatile compounds, such as terpenes, alcohols, lactones, esters, and other C6 compounds (aldehydes and ketones) [14,18,19]. In addition, a recent study has also confirmed the importance of the aroma in the quality determination of apricot quality by the consumer, generally showing a direct impact on consumer acceptance [15].
Despite a large number of studies on the characterization of apricot quality, in particular on sugar and organic acid contents [3,[20][21][22] and volatiles compounds of fruits [18,19,[23][24][25], no enough studies have been made to determine if an association exists between sensory criteria, volatile compounds, and sugar-acid balance, especially when they are related to ripening and genotype impacts. is association may represent an important quality parameter of apricot fruits.
To the best of our knowledge, this study is the first which provides data about the biochemical and aromatic compounds composition and sensory profile of Moroccan apricots during fruit ripening. e objectives of this work were as follows: (1) to describe the fruits sensory traits of ten Moroccan apricot clones and to determine their volatile compounds; (2) to analyse some quality criteria, namely, soluble sugars and organic acids contents, and their influence on apricot taste; and (3) to evaluate genotype and ripening stage impacts on apricot sensory and biochemical criteria.

Plant Material.
e studied plant material included 10 apricot clones named "Boum A2," "Agdez LG1," "Marouch 4," "Ab 5," "Marouch 16," "Rtil 4," "Clone C," "Mans 15," "Agdez C2," and "Cg 2" (Supplementary table 1). ese clones were collected from apricot collection in the Saâda experimental field of the Regional Center for Agricultural  Research in Marrakesh, National Institute for Agricultural  Research, INRA, Morocco (30°21′8.4″N, 9°30′29″W). e experimental orchard has 184 trees gathered in a collection for a surface of 2 ha. It was planted in 1995 and used for drip irrigation. e trees were planted at a density of 4.5 × 2 m, arranged in 7 columns × 30 rows and managed with standard cultivation practices: (i) Organic manure of 40 T/ha (ii) Major elements (NPK) equivalent to the annual needs (estimated at: N: 100-150 U/ha, P205: 80-100 U/ha; K20: 150 U/ha) (iii) An average size and thinning to adjust the load to the growth potential of the tree e harvest was started in such a way as to optimize the compromise between optimal maturity favoring the expression of the taste quality of the fruits and the fruits aptitude for preservation in postharvest circuits. e flowering of the apricot tree is between February and March for a harvest between April and May for early cultivars and between May and June for other varieties.
All the clones were harvested at two different maturity stages (M1: commercially ripe and M2: consumption ripe) ( Figure 1). For each clone, the ripening stage was based on assessing manually fruit firmness and surface color. e fruit was considered commercially ripe when it reached full size and an intense color (pale-yellow, orange, or red depending on genotype), but the apricot is still firm enough to withstand handling, transport, and storage. At the consumption stage, the fruit is soft and can easily be detached from the tree. It is the fruit dedicated to the local market and for almost immediate consumption (ready to be eaten). After harvest, apricot samples were placed into fruit crates and transferred to the laboratory for the analysis.

Sensory Analyses.
Quantitative descriptive sensory analysis as described in the standard ISO 11035-2009 was performed.
e analyses were carried out in the sensory analysis room of the Laboratory of Food Technology and Quality in the INRA, Marrakesh, established in accordance with the general guidelines for premises of sensory evaluation: ISO 8589-2007. e panel training procedure, including the sensory attributes and the scales of measures, was carried out according to a previous study [26]. e sensory profile consists of a list of 17 attributes (Table 1) referring to the appearance, smell, flavor, and texture of the fruits, which were assessed on a linear scale of intensity ranging from 0 to 10 (0 � extremely low intensity, 5 � medium intensity, and 10 � extremely high intensity). e sensory evaluations were performed according to the published apricot attributes [12,27,28]. During each session, two clones were evaluated by sensory panelists according to the 17 attributes and the predefined methods.
e evaluation was carried out on 5 fruits per stage of maturity per clone, and the order of presentation of the samples was the same for the entire panel (8 panelists).

Dosage of Soluble Sugars and Organic
Acids. Two replicates of 10 fruits for each maturity stage per clone were selected, ground, and kept at −80°C for biochemical analysis, especially soluble sugars, organic acids, and volatile compounds. e dosage was made on frozen crushed samples. For each replicate, 10 ml of distilled water is added to 2.5 g of frozen ground apricot. e preparation is homogenized and centrifuged for 10 min, at 4°C at 9000 g (Hettich 320R, Bäch, Switzerland). e supernatant is recovered after filtration on stamen. e supernatant must be diluted in order to correspond to the concentration range of the enzymatic kits. Sugars (glucose, fructose, and sucrose) and organic acids (malic and citric acids) were quantified using an enzymatic method with kits for food analysis (R-Biopharm AG, Darmstad, Germany), especially specific enzymatic test kits for L-malic acid, citric acid, glucose/fructose, and sucrose. Results are expressed in g/kg of fresh weight for sugars and acids. ese measurements were performed with a SAFAS FLX-Xenius XM spectrofluorimeter (SAFAS, Monaco) equipped with a SAFAS automatic injection device.

Volatile Sample Preparation and HS-SPME Conditions.
Volatile compounds were prepared by HS-SPME (Head space-Solid phase microextraction) using the previous method [19]. For each replicate, 5 g of frozen ground apricot was placed into a 20 mL headspace vial, sealed with a septum and an aluminum cap. 5 μl of 4-nonanol solution at 0.22 μg/ μl was also added as an internal standard. e SPME technique in the head space mode was used for the extraction of volatile compounds. e sampling was performed in an automated mode using the autosampler (Triplus RSH autosampler, ermo Scientific, USA) equipped with the 75 μm Carboxen/Polydimethylsiloxane (CAR/PDMS) fiber from Supelco (Bellefonte, PA, USA). e fiber was preconditioned before the analysis, according to the instructions of the manufacturer. e sample was preheated to 40°C for 10 min for equilibration, and volatile compounds were extracted by exposing the SPME fiber to the headspace of the sample vial that was maintained at the same temperature for 30 min. e analytes were desorbed for 3 min from the fiber into the GC injector set at 250°C in the spilt mode (1 : 5).

GC-MS Conditions.
Sample analyses were performed using a GC-MS System ISQ ™ LT Single Quadrupole ( ermo Scientific, USA), equipped with a TriPlus RSH autosampler to automate SPME and a TGWAX-MS Column (30 m * 0.25 mm * 0.5 μm). e mass spectrometer was operated in the electron ionization (EI) mode at the ionization voltage of 70 eV in the mass range of 31-210 m/z at a scan rate of 0.2 scan/s, with the transfer line and ionization source temperature of 250°C. e GC oven temperature program consisted of 40°C for 2 min (desorption period), 40-70°C at 5°C/min, 70°C for 1 min, and 70-230°C for 30 min at 10°C/min.
Helium was used as a carrier gas with a constant column flow rate of 1 ml/min. e identification of the volatile compounds was carried out comparing mass spectral data with those of the NIST 2014 library. e Refractive Index (RI) values were also compared with those described in the literature and determined under the same conditions for matching the volatile compounds. e individual volatile compounds (identified and unidentified peaks) were  tentatively quantified based on their peak areas relative to that of the internal standard (4-nonanol). Two analyses were performed for each sample. e results are expressed as 4nonanol equivalent in μg/kg of fresh weight.

Statistical
Analysis. Statistical analyses were performed using the software package XLSTAT statistical software version 2011. e data were tested for differences between the clones using the one-way analysis of variance (ANOVA). e method used to discriminate among means (multiple range tests) was Fisher's least significant difference (LSD) procedure at 95.0% confidence level. Data parameters of each apricot clone were analyzed by means of multivariate analysis employing principal component analysis (PCA) and hierarchical cluster analysis. e analytical reproducibility of the obtained data was determined as pooled standard deviations (Pooled SD). is statistical parameter was calculated for each series of replicates per variable using the sum of individual variances weighted by the individual degrees of freedom.

Sensory Profiles.
e apricot sensory data for each maturity stage are presented in Tables 2 and 3. An important variability was found between sensory attributes related to clones and maturity stages. Among apricot clones, significant differences were observed between the studied variables except for hardness, crunchiness, bitterness, astringency, and sourness for the M1 stage and flesh cohesion, herbaceous odor, bitterness, astringency, and acidity persistence for the M2 stage. Christen et al. [27] have also reported that bitterness and acidity persistence not allowed differentiating significantly between apricot varieties during the sensory measurements. e evaluation by panel experts proved that apricot clones in the M2 stage had good characteristics for fresh consumption because of the high intensities of key attributes, especially fruity flavor (9.33) and sweetness (8.67) registered for "Cg 2." Regarding both the maturity stages (M1 and M2), different patterns were found, and different attributes levels were obtained for the studied apricot clones. Indeed, the ripening had a marked impact on the sensory characteristics of apricots. e sensory scores of lightness, skin hardness, hardness, bitterness, astringency, herbaceous odor, crunchiness, sourness, and persistence were higher in the M1 stage for all apricot clones (Table 2), while those of blush color, flesh color, juiciness, sweetness, apricot flavor, fruity flavor, and floral flavor were higher in the M2 stage (Table 3).
Blush color, skin hardness, fruity flavor, and sweetness were the attributes that best explain the difference between the studied clones ( Figure 1). Comparing the results of both maturity stages, it was noticed that the M2 stage was the most appropriate stage for consumption of apricots compared to the commercial stage (M1). It has been characterized with high attributes of flavors and taste. It was, then, the best stage to show the qualitative potential of the studied apricot clones. Indeed, at the M2 stage, regarding flavor notes, all studied clones showed a good apricot flavor (>5). e same profile was found for fruity flavor and a little different for floral flavor (<5) for "Boum A2," "Agdez LG1," and "Marouch 4." Regarding sweetness, an evolution of this criteria with skin color has been noticed (except for "Boum A2"), knowing that red clones, especially "Cg 2" was the sweetest, followed by orange clones and pale-yellow ones. However, the opposite was observed for sourness note, knowing that the pale-yellow apricots were sourer while the "Cg 2" had low note. In addition, for all clones, the M1 stage was characterized by high levels of sourness comparing to M2.
Among the studied apricots, "Cg 2" was the most appreciated clone, followed by "Marouch 16" and "Agdez C2" (Figure 2). ey were highly aromatic, very tasteful, and had a balanced level of acidity and sweetness. But, in general, sensory data proved that all apricot clones are characterized by interesting quality attributes and they are appropriate for fresh consumption. is heterogeneity of the various sensory attributes may have its explanations on the biochemical proprieties of the apricot fruit related to genotype.

Soluble Sugars and Organic Acids Contents.
e multivariate analysis revealed that, for both stages of maturity, soluble sugars and organic acids of the ten apricot clones are significantly different (p ≤ 0.05). e sugars and organic acids contents of the studied apricot clones are given in Figure 3. e three known soluble sugars of the apricot fruit have been quantified. e amounts of sucrose, glucose, and fructose depended on clone and the ripening stage. Sucrose was reported as a predominant soluble sugar in apricot followed by glucose and fructose [9,12]. Le Bourvellec et al. [29] have reported recently that sucrose was the main sugar in fresh apricots ranging from 37 to 77% FW of total sugars, followed by glucose (13-33% FW) and fructose (9-39% FW). Fairly similar proportions were observed with the ten studied clones for sucrose (29-89%), glucose (4-49%), and fructose (6-22%) depending on clones and maturity stages, the highest in sucrose content being the lowest in glucose and fructose contents. e sugar concentrations are comparable and fairly in accordance with other studies [30][31][32][33] which reported concentration ranging from 1.2 to 11.7 g/100 g FW for sucrose, 0.6 to 5.46 g/100 g FW for glucose, and from 0.1 to 4.42 g/100 g FW for fructose.
Concerning organic acids, the major ones are malic and citric acids (Figure 3), in agreement with other studies [3,22,[34][35][36]. e contents were in the concentration ranges reported previously [3] (citric acid: 1.2-21.6 and malic acid: 3.5-16.7 g/kg of FW) and on a large variability [31] (maturity stage and clones) (citric: 0.1-26.6 and malic: 0-20.2 g/kg of FW). e citric acid ranges were in agreement with the results found by Ayour et al. [22]. However, differences have been observed in the content of malic acid compared to this previous study [22]. is is probably due to the year impact on fruit acidity and the effect of the used method in each study (HPLC and enzymatic method).Several studies have indicated the importance of a relatively high organic acids content for a Each value is the mean of 40 replicates for fresh apricot. Means with same letters within the same column do not differ significantly according to Fisher's LSD test at p < 0.05. Pooled SD: pooled standard deviation. Each value is the mean of 40 replicates for fresh apricot. Means with same letters within the same column do not differ significantly according to Fisher's LSD test at p < 0.05. Pooled SD: pooled standard deviation. 6 Journal of Food Quality  balanced fruit taste and attractive freshness; particularly, cultivars with high contents of citric acid are highly appreciated [37]. e taste can be described as comprised of five primary components: sweet, salty, sour, bitter, and umami [38]. Indeed, a balanced taste needed a balance between these five components whose organic acids content play a main role. Organic acids content helps to this balance as a function of pH, as well as several factors associated with other acids such as concentration, total acidity, and quantity of undissociated acids. is shows that the organic acid content is important to keep the taste balance and any lack of acid influences the organoleptic quality of fruit [39]. Dolenc-Sturm et al. [12] have shown that, in sensory evaluations of fruits, sugars and organic acids, as well as their ratios, could be decisive in the quality of apricot taste. In this study, citric acid was predominant for 8 apricot clones over 10 at the commercial stage (M2). For the ripest fruits, citric acid remains highly predominant for 4 clones ("Boum A2," "Clone C," "Agdez LG1," and "Ab 5"), malic acid being the major acid for red clones ("Mans 15" and "Cg 2") and "Marouch 4." e perception of citric acid was higher than that of malic acid. Containing three ionizable hydrogens per molecule, the citric acid is known for a bright, tart flavor that dissipates quickly with ripening. is acid pairs well with fruit flavors, especially citrus [40]. However, the malic acid is known for its smooth tartness and lingering sourness, works well with high intensity sweeteners, as its lingering sourness balances prolonged sweet tastes. Also, it is known for the ability to enhance fruit flavors [40].

Journal of Food Quality
For most studied clones, it is observed that the concentration of organic acids tends to decrease and the sugar content increases with maturity. However, these trends were weak compared with the study of Ayour et al. [22] and with other previous studies [28,41]. Indeed, we observed a weak ripening effect on biochemical composition of apricots by comparing with the clone effect which was predominant especially on the organic acids (p ≤ 0.001).
Highest concentrations were found for hexanal in both M1 and M2 stages. A previous study reported that hexanal and 2-hexenal are abundant in Turkish apricots where they are the major aldehydes. e concentration of hexanal in some of these cultivars varied from 28.4 to 1475.3 μg/kg FW [19]. In another study [23], a concentration of 22.00 μg/kg FW was found for the same compound in apricot. e concentration of identified aldehydes in this study was considerably higher and depended strongly on the clone. For benzaldehyde, it has been reported as the main component of essential oil in Japanese apricots [46]. β-Linalool, 1-hexanol, and 2-hexen-1-ol were the most abundant alcohols (Table 4), which is in accordance with preceding studies [19,23,44]. It has been reported that alcohols vary from 123.10 to 938.20 μg/kg in apricot [19]. Other studies reported that among alcoholic structures including mainly six carbons, butanol [14], (Z)-3-Hexenol [47], (E)-2-Hexen-1-ol [23,47], linalool [14,44,47], and 1-hexanol [44], the compounds 1-hexanol, (Z)-3-hexenol, and (E)-2-hexen-1-ol were present at high concentrations in all cultivars. e ketones represent the third volatile compounds group. Among these ketones, 3-hydroxy-2-butanone was the most abundant. ese results are in agreement with those reported by Ndomo et al. [48]; they have also reported that 3-hydroxy-2-butanone is responsible for the creamy flavor and used as a flavoring agent in some industrial preparation. However, in other previous studies [14,19,44], β-ionone and 6-methyl-5-hepten-2-one, which are also detected in this study, have been reported as the most dominant volatile components of fresh apricot. 6-Methyl-5-hepten-2-one and beta-ionone are characterized by the floral aroma [44]. Four acetate esters were found in low concentrations compared to the literature such as 853.10 μg/kg FW which was recorded in apricot by Gokbulut and Karabulut [19]. e most abundant ester was the methyl acetate, and it is one of the volatiles that discriminated the apricot clones. It has been described as contributors of the fruity characteristic according to the same authors [19].
Compared to the other classes of volatiles compounds, the acids group had the lowest abundance, which is in agreement with other studies [19,48], and was only represented by acetic acid. Similar concentrations were reported [19]. Although, it was previously reported [45] that acetic acid was the most abundant among the 31 important volatile compounds of fresh apricots.
Based on volatiles quantification results, among all apricot clones, "Agdez C2," "Ab 5," "Cg 2," and "Mans 15" were determined with the highest concentration levels in both the maturity stages. However, compared to the literature, most studied apricot clones are rich in aromatic compounds according to their volatile compound contents at two different stages of maturity.

Correlations between Sensory Perception and Biochemical Traits.
e comparison between sensory attributes, organic acids, and soluble sugars showed significant correlations. Two groups of sensory characteristics were identified: a first group of positively correlated attributes Table  4: Concentration (in μg/kg of fresh weight) of volatile compounds identified in ten apricot clones at the commercial ripe stage (M1).

Aldehydes (9)
Acetaldehyde 831 143.  Values are means ± standard deviation (SD) of two replicates of 10 fruits for each maturity stage (M1 and M2) per clone. n.d: not detected. Means with same letters within the same line do not differ significantly according to Fisher's LSD test at p < 0.05. Table  5: Concentration (in μg/kg of fresh weight) of volatile compounds identified in ten apricot clones at the consumption ripe stage (M2).
Volatile compounds RI "Mans 15" "Cg 2" "Ab 5" "Agdez C2" "Marouch 4" "Rtil 4" "Clone C" "Marouch 16" "Agdez LG1" "Boum A2" Aldehydes (  consisting of lightness, firmness, sourness, bitterness, astringency, herbaceous odor, crunchiness, and acidity persistence and a second group of correlated attributes constituted by blush color, sweetness, apricot flavor, fruity flavor, floral flavor, and juiciness. However, both the groups are negatively correlated. In addition, good correlations appeared between some sensory attributes and the biochemical measurements, especially between color attributes and reducing sugars (glucose and fructose). e first group of attributes (named the sour group) was negatively correlated with glucose and fructose, positively correlated with citric acid, and vice versa for some attributes of group 2 (named sweet group) which were positively correlated with soluble sugars (glucose and fructose) and negatively with organic acids, especially citric acid. ese results are consistent with a previous study which showed that perceptions of sugar and acidity interfered heavily in apricots. In fact, the more firm an apricot is, the more acidic it will be considered and slightly sweet, which depends on ripening and genotype impacts. It has also been shown that the perception of sweet taste depends not only on the soluble sugars content but also on acidity and firmness of apricot fruit [49]. Too much firmness is, therefore, inappropriate because consumers are primarily looking for sweetness, flavor, and fondant criteria [50]. is balanced relationship between the sugar and acid contents is very important on the quality of apricot fruits, as it was already reported in previous studies [22,51,52]. It made it possible to highlight all the sensory attributes and to discriminate apricots organoleptic quality.
In relation with the evolution of radars maps between the two maturity stages, a very strong effect of the ripening stage was observed noticed with the strongest correlations: positive between the three color attributes, the sweetness, and the juiciness and negative with the texture criteria (strongly correlated with each other). ese correlations explain the processes of the loss of firmness and, therefore, the softening of the fruit, the degradation of chlorophylls, the accumulation of carotenes, and the increase of sugars during maturation. Moreover, the three tested flavors (apricot, fruity, and floral) were positively correlated with each other and negatively correlated with the herbaceous flavor, which is explained by the evolution of the aroma during the maturity.
Principal component analysis was performed between studied variables. e observed variability of 53.82% was explained by the first two principal components (F1 and F2) ( Figure 4). F1 explains 31.74% of total variance, it opposed the sensory attributes that described the fruit in stage M1, namely, firmness, sourness, crispness, bitterness, astringency, unblush color, herbaceous odor, and malic and citric acids, from those that associated to stage M2, namely, sweetness, apricot, fruit and floral flavors, blush color, juiciness, and soluble sugars. e component F1, thus, highlights sensory attributes and volatiles associated to fruit maturity. Positive correlations (Figure 4(a)) were found between the sensory attributes of stage M2 and β-cyclocitral (R � 0.658), β-ionone (R � 0.765), butanal-3-methyl (R � 0.544), and acetaldehyde (R � 0.500). e attributes of the M1 stage were correlated with 2-hexenol (R � 0.507) and 1-hexanol (R � 0.495). A previous study reported that β-ionone significantly increases during fruit ripening correlated with sucrose and sweetness flavor, and it appears to be the key characteristic flavor factor contributing to consumer acceptance [53]. Moreover, β-ionone contributes to the flower and fruity notes of apricot, and it was reported negatively correlated with hexanal, which imparts green and grassy aromas and sourness [54]. e maturity stage affected the concentrations of aldehyde compounds (which decrease with ripening), especially the hexanal. e sample map (Figure 4(b)) discriminated the maturity stages along the F1 axis. At the M1 stage, apricots were firmer and acidic, characterized by herbaceous odor, and were rich in aldehydes and alcohols, especially 2-hexenol and 1-hexanol. At stage M2, fruits were sweeter, rich in sugars, characterized by floral fruit and apricot flavors, and were correlated especially with β-ionone, β-cyclocitral, butanal-3-methyl, and acetaldehyde.
However, most volatile compounds were better discriminated by the F2, which opposed 2-hexenol (R � 0.777) and 1-hexanol (R � 0.830) to butanal-2-methyl (R � -0.566) and benzaldehyde-4-methyl (R � -0.515). In terms of samples, F2 was mostly defined by the clone Agdez C2 at the M1 stage, which had a volatile fingerprint different from all other apricots, with high acetic acid and acetate esters, pentanal, or 1-hexanol. Hexanal (R � 0.647), 2-hexenal (R � 0.763), 2hexenol acetate (R � 0.528), and benzaldehyde (R � 0.512) were better represented on the F3 (data not shown). e apricot samples were harvested at different time intervals depending on the degree of ripening (M1: commercial and M2: consumption). In fact, the factorial representation of the sensory profile depends to the concentrations of volatile compounds whish also depend on a series of physical and biochemical changes during maturation [19]. Nevertheless, an impact of the genotype seems so important, such as the volatile compositions of apricot cultivars growing under the same conditions turned out to be considerably different. e differentiations in volatile compositions and sensory profiles of apricot fruits were also reported in data from previous studies [14,19,44,47].
Regarding apricot clones, the orange (especially "Ab 5," "Marouch 4," and "Marouch 16") and the red ones ("Mans 15," "Cg 2") are most rich in volatile compounds in both maturity stages. "Ab 5" was rich in apricot flavors and characterized with a balance of volatile compounds (qualitatively and quantitatively). "Cg 2" is characterized by a good acid-sugar balance regarding its composition in soluble sugars and organic acids. Also, "Cg 2" represents the genotype least affected by maturation, and this shows a sensory quality of this clone that could be the issue of fruit valuation for a longer maturation period of apricots.
Gokbulut and Karabulut [19] also reported that the apricot sensory profile depends on a series of physical and biochemical changes during maturation. e differentiations in aroma composition and sensory profiles of apricot genotypes fruits were also reported previously [19,44,47]. Regarding apricot clones, the red apricots, especially "Cg 2" and orange ones (especially "Ab 5" and "Marouch 16"), were characterized by good organoleptic quality, with "Cg 2" as the most floral one. "Ab 5," "Marouch 4," "Agdez C2," and "Rtil 4" were characterized with good sensory attributes for the M2 stage and were rich in apricot flavors. Moreover, "Cg 2" was characterized by a good acid-sugar balance regarding its composition in soluble sugars and organic acids in both maturity stages. It represents the genotype least affected by maturation. is shows a sensory quality of this clone that could be a subject of fruit valuation for a longer maturation period. Gokbulut and Karabulut [19] also reported that the apricot sensory profile depends on a series of physical and biochemical changes during maturation. e differentiations in aroma composition and sensory profiles of apricot genotypes fruits were also reported previously [19,44,47]. Regarding apricot clones, the red apricots, especially "Cg 2" and orange ones (especially "Ab 5" and "Marouch 16"), were characterized by good organoleptic quality, with "Cg 2" as the most floral one. "Ab 5," "Marouch 4," "Agdez C2," and "Rtil 4" were characterized with good sensory attributes for the M2 stage and were rich in apricot flavors. Moreover, "Cg 2" was characterized by a good acidsugar balance regarding its composition in soluble sugars and organic acids in both maturity stages. It represents the genotype least affected by maturation.
is shows a sensory quality of this clone that could be a subject of fruit valuation for a longer maturation period.

Conclusions
For a tasty fruit like apricot, quality is defined by the perception of several criteria broken down and dissected using sensory and biochemical indicators. e ten studied Moroccan clones have very promising and interesting sugars and organic acids contents and sensory profiles, leading to reasonably good overall fruit quality.
is study also highlighted that soluble sugars and organic acids are important biochemical parameters for the sensory perception of apricot fruit. e principal component analysis revealed that the maturity stage has a significant impact in determining the perception of sensory quality related to biochemical parameters. Red apricots were among the recommended cultivars for the cultivation and for apricots consumption as fruits, especially "Cg 2" which was considered the most flavorful and aromatic clone, followed by "Marouch 4," "Agdez C2," "Mans 15," "Ab 5," and "Rtil 4" which were characterized with good sensory attributes at the consumption stage (M2). In addition, all clones were characterized in this study by very interesting sensory attributes and sugar-acid balances expressing a good overall quality of the fruits. e excellent quality properties of these clones, as well as the criteria associated with the ripening stages, certainly represent valuable genetic characteristics for extending the harvesting season of good quality apricots in Morocco and in all Mediterranean regions.

Data Availability
e data (experiences, analyses, and results) used to support the findings of this study are included within the article and in other published articles. A prior study was cited at relevant places within the text as reference [22], and other articles are available at https://www.researchgate.net/ scientific-contributions/2110738085_Jamal_Ayour.

Conflicts of Interest
e authors declare that there are no conflicts of interest regarding the publication of this paper.