RESEARCH ARTICLE
J. Tang1†, W. Zhang1†, R. Liu2, Q. Liao1, P. Jiang3, Z. Li1 and J. Lan1*
1Chongqing Key Laboratory of Economic Plant Biotechnology, Collaborative Innovation Center of Special Plant Industry in Chongqing, Chongqing Engineering Research Center for Special Plant Seedling, College of Landscape Architecture and Life Science/Institute of Special Plants, Chongqing University of Arts and Sciences, Yongchuan, Chongqing 402160, China; 2Fuyuan Agricultural Biotechnology Research Institute Co. LTD. of Chongqing City, Yongchuan 402160, China; 3Chongqing Agricultural Mechanization Technology Promotion Station, Chongqing 401147, China
Corresponding Author: J. Lan, [email protected]
†These authors contributed equally to this work.
Peach is a perishable fruit that quickly loses its aroma and bioactive components during storage. In this article, we evaluated the effect of treatment with 1-methylcyclopropene (1-MCP) on the quality of stored peaches depending on shelf-life temperature. Ethylene production and aroma content were determined using gas chromatography mass spectrometry (GC-MS). Polyphenol levels were monitored using high-performance liquid chromatography (HPLC), and the antioxidant capacity of peach samples was determined using 2,2-diphenyl-1-picrylhydrazyl (DPPH), 2,2′-azino-bis-3-ethylbenzothiazoline-6-sulphonic acid (ABTS) and ferric reducing antioxidant power (FRAP) assays. We found that treatment with 1-MCP could delay the ripening process and reduce the decay of peach fruit depending upon shelf-life temperature. Furthermore, treatment with 1-MCP efficiently delayed climacteric ethylene production, maintained high levels of total soluble solids (TSS), titratable acidity and characteristic lactones, including γ-decalactone, δ-decalactone, δ-octalatone, jasmine lactone and γ-dodecalactone. Moreover, treatment with 1-MCP also helped maintain high levels of chlorogenic acid, L-epicatechin, catechin, quercetin-3-rutinoside and neochlorogenic acid, as well as high antioxidant activity. Principal component analysis showed that treatment with 1-MCP during the second week of storage coincided with activity of lactones, polyphenols and antioxidants, which was consistent with changes in phytochemicals. These results revealed that treatment with 1-MCP offers potential as a preservation strategy for maintaining the flavour and nutritional quality of peach fruit under shelf-life conditions.
Keywords: 1-MCP, antioxidant activity, aroma volatiles, peach, polyphenols
Peach (Prunus persica L.) is a globally cultivated horticultural crop and the fruit is popular among consumers because of its unique flavour and rich nutrient content (Aubert and Milhet, 2007). Soluble sugars and organic acids determine its sweet and acidic flavours, respectively, while aromatic volatiles play a key role in overall flavour quality. In general, peach fruit aroma is primarily determined by its ‘green odour’ causing aldehydes, such as (E)-2-hexenal and (Z)-3-hexanol, during early growth. With maturation of the fruit, the green aroma gradually weakens, but the ‘fruity odour’ strengthens because of a substantial increase in ester and lactone contents (Xi et al., 2016). Peach fruit is rich in polyphenolic compounds that exhibit antioxidant activities (Andreotti et al., 2010).
However, as a typical climacteric fruit, peaches are highly perishable during storage owing to a high ethylene release rate and strong respiratory intensity. The production of climacteric ethylene accelerates the softening of peach fruit, resulting in fruit rot, nutritional decline and loss of flavour (Lurie and Crisosto, 2005). This characteristic of peach makes it extremely perishable during transportation and storage, and is associated with its very short shelf-life of less than 7 days at ambient temperature, thereby limiting off-site sales of fine varieties (Khan et al., 2018). These problems not only cause economic losses but also restrict sustainable development of the peach industry. Therefore, it is important to develop a strategy to maintain peach quality at shelf-life temperature.
At present, peaches are typically stored under refrigeration, a controlled atmosphere or with the use of 1-methylcyclopropene (1-MCP). Low-temperature storage is commonly used as a physical preservation technology that reduces the respiration rate of peaches, but causes cold damage such as chilling injury (CI) and suppresses the specific ester content and constrains the development of characteristic aroma (Ortiz et al., 2009; Xi et al., 2012). In comparison with cryopreservation, controlled atmosphere storage might better maintain fruit quality for a longer time, but this technique is unsuitable for transportation and increases storage costs (Aaby et al., 2002). The compound 1-MCP is an effective and inexpensive substance that is used with climacteric and non-climacteric fruits, and is known to inhibit ethylene signal transduction and slow post-harvest effects. Previous studies have found that apples (Lurie et al., 2002) and pears (Moyaleon et al., 2006) treated with 1-MCP retained their flavour after harvest and exhibited slower decay rates. Further, 1-MCP treatment inhibited or delayed post-harvest senescence, tissue softening and colour changes of climacteric fruit and prolonged their storage period (Sisler et al., 1999). Thus, treatment with 1-MCP is currently an ideal technology for postharvest fruit preservation.
Many previous reports focused on the effect of 1-MCP on peach fruit quality under cold storage or ambient conditions (Cai et al., 2018, 2019; Dal Cin et al., 2006; Fan et al., 2002; Jin et al., 2011; Ortiz et al., 2010), but the effect on the polyphenol contents, and antioxidant activity under shelf-life conditions by treatment with 1-MCP were not studied. In this study, based on the evaluation of basic quality parameters and decay incidence, we investigated the effect of 1-MCP post-harvest treatment on the nutritional and aroma qualities of peaches at shelf-life temperature.
The melting-type peach ‘Hujingmilu’ fruit was collected from the Chengdu Academy of Agricultural Sciences in Longquanyi District, Chengdu, Sichuan Province, China. Peach trees with rootstocks from a local Prunus persica (L. Batsch) variety were planted in 2008 in rows in a north–south orientation, with a distance of 3–5 m between rows. Fertilisation management and pest control were conducted according to standard practices. Ten fruit trees with similar growth conditions were marked at the same orchard before sampling. Fully ripe fruits were picked randomly from four directions on these marked trees and then transported to the laboratory on the harvest day. Only fruits with TSS values of 13.33 ± 0.65 (%), titratable acidity (TA) of 0.56 ± 0.05 (%), firmness of 26.18 ± 1.25 N and fruit colour values of L* = 72.19 ± 3.56, C* = 34.62 ± 1.82, h = 98.65 ± 4.39 were considered as mature fruits in this experiment. Based on the evaluation of maturity, a total of 1340 fruits with uniform colour, shape and size and no mechanical and pest-induced damage were selected, and 36 of them were randomly selected to determine the initial values of all indices. The remaining fruit was divided into two groups (652 in each group) and processed separately. One group was sealed temporarily in a storage box using a plastic wrap for 24 h after immersion in a 0.5 μl L-1 1-MCP solution at 20 ± 0.5 °C. The other group was directly sealed in a plastic gas box to serve as a control. The sealing film was removed to allow for ventilation (1-MCP treatment). The shelf-life temperature and relative humidity were maintained at 20 ± 0.5 °C and 85 ± 2%, respectively. During the storage process, the storage box was opened every day to check the fruit and the rotten samples were removed. Nine peaches were randomly selected from each group to evaluate the amount of released ethylene. Three peaches were treated as one replicate, and three biological replicates were conducted. At the same time, another 27 peaches were randomly selected from each treatment group at 2, 4, 6, 8, 10, 12 and 14 d of storage. After measuring the basic indices such as firmness, TSS, and TA, the fruit was cut into 3-mm pieces with a blade, frozen with liquid nitrogen and then placed in a freezer at −80 °C for subsequent detection of aroma, polyphenolic contents and antioxidant activity. Simultaneously, 100 peaches were selected at 8, 10, 12 and 14 d after harvest to evaluate fruit decay during storage, respectively.
The decay incidence was calculated as follows: decay incidence = number of decayed fruits/total number of fruits × 100%. TSS and TA contents were measured using a B32T Brix Meter digital saccharimeter (Atago Co., Tokyo, Japan). The TSS content of the pressed fruit juice was measured. After the fruit juice was diluted 100 times using pure water, the TA content was measured and the content was expressed as mmol L-1. A 1-mm thick peel was cut on both sides of the fruit with a knife and then the firmness was measured using a GY-4 hardness tester (with an 8-mm diameter head). Ethylene production was measured by using an Agilent 6890N gas chromatograph (GC) equipped with a DB-WAX (0.32 mm, 30 m, 0.25 μm, J&W Scientific, Folsom CA, USA) capillary column and a hydrogen flame ionisation detector (FID). Three peaches as one replicate were weighed and placed in a container sealed with a rubber stopper and maintained at a constant temperature of 25 °C for 2 h. The 1-ml gas sample at the top of the vessel was aspirated using a microsyringe and injected into the GC unit for detection. The ethylene release from the samples under different treatment conditions was measured and the release amount was expressed as nl g-1 h. Three replicates were measured for each sample.
The frozen samples (3 g) were weighed, mixed with liquid nitrogen and ground into a uniform powder using freeze milling. The samples were loaded in an extraction bottle with 20 ml headspace and treated with 5 ml of a saturated sodium chloride solution and 10 μl of ethyl nonanoate (concentration 5.77 g L-1) solution as an internal standard. The bottle was sealed and the contents were mixed using solid-phase microextraction (SPME) with a needle (DVB/CAR/PDMS 50/30 μm, Supelco, Bellefonte, USA). After incubation for 30 min at 40 °C, the samples were desorbed for 4 min. The sample components were detected using GC-MS with a Rt×21MS capillary column (30 m × 0.25 mm × 0.25 μm) at an initial temperature of 40 °C. The temperature was raised to 200 °C at a rate of 3 °C/min and to 250 °C at 5 °C/min for 5 min. The carrier gas (He) was maintained at a constant flow rate of 1.2 ml/min. The inlet temperature was set to 250 °C. In the splitless injection mode, the transfer line temperature was 250 °C, and the detector temperature was 300 °C. In the electron ionization mode, the electron energy was set to 70 eV, and the scanning range was 60–600 m/z; the ion source temperature was set at 200 °C. The National Institute of Standards and Technology library (NIST 98) was used to match the obtained mass spectra of the compounds, to select compounds with similarity greater than 80% and for the analysis of the map with relevant literature to determine the aroma components. The internal standard method and standard curve method were used to quantify and calculate the contents of identified compounds, and the final result was expressed as μg kg-1 fresh weight (FW).
The extraction of polyphenols was performed as previously reported (Nogata et al., 2006). Approximately 1 g of frozen pulp and 15 ml of 80% methanol were mixed using a vortex mixer, and ultrasonically extracted at 60 °C for 60 min. The samples were centrifuged at 5,000 r/min for 15 min and the resulting supernatant was analysed by using a Waters e2695 high-performance liquid chromatography system (Waters, USA) equipped with a Sunfire-C18 (4.6 mm × 250 mm, 5 μm, Waters, USA) column and 2998 PDA diode array detector at wavelengths of 260, 280 and 320 nm. The retention time was compared with the spectral characteristics and peak time of the standard, and the standard curve method was used for quantification. The contents were expressed in μg g-1 FW.
The antioxidant activities of the samples were measured using the DPPH, ABTS and FRAP methods. The DPPH assay was conducted as previously described (Barreca et al., 2011). Each sample (50 μl) was treated with 63 μM of DPPH, and the final volume was adjusted to 4.0 ml by using methanol. After 25 min, the absorbance was detected at 517 nm. The percentage of inhibition of the radical-scavenging capacity was recorded as the DPPH value. ABTS values were measured according to a previously described method (Barreca et al., 2011). Approximately 5 ml of aqueous ABTS solution (7 mM) was added to 88 µL of 140 mM potassium persulfate. The mixture was incubated in the dark at 29 °C for 14 h before analysis. The absorbance was measured after 6 min at 734 nm. The FRAP assay was conducted as previously described (Jang et al., 2010). In brief, 1.8 ml of FRAP reagent was added to 20 μl of the fruit extract and mixed with 1.8 ml of deionized water. After 30 min, the absorbance was measured at 593 nm. Aqueous solutions of 0–5 mM ferrous sulphate heptahydrate were used for calibration and reducing power analysis. All absorbance values were determined using a spectrophotometer.
All data are expressed as the mean ± standard error of three biological replicates. Statistical analysis was performed using SPSS v19.0 software (SPSS Inc.). Tukey’s least significant difference test (LSD) at the 1% level was used to calculate significant differences among the samples.
The TSS content of peach fruit increased with softening during ripening. In the control fruit, TSS content reached its maximum value on the fourth day after harvest and the value decreased and stabilized at the eighth day after harvest (Figure 1A). Compared with the control, the 1-MCP-treated fruit showed slightly lower TSS content (P < 0.01) and the value remained stable during the first 10 days of storage, and then increased slightly over the last 4 days. The content of TA was stable in 1-MCP-treated fruits throughout the whole storage period, while the control fruit showed a decreasing trend in the level of TA (Figure 1B). Firmness is an important indicator of the post-harvest storage of peaches, and the changes in firmness directly reflect the degree of fruit ripening and senescence. During the whole storage period, firmness decreased for all tested fruit, but the firmness of the 1-MCP-treated fruit was significantly higher than that of the control fruit (Figure 1C). Ethylene release from 1-MCP-treated fruit was significantly lower than from the control fruit (P < 0.01) (Figure 1D). Ethylene production from the control group fruit reached its maximum value on the fourth day of storage and gradually decreased thereafter. While ethylene production from 1-MCP-treated fruit was very low, it also showed an upward trend throughout the storage period. Decay incidence was reduced in 1-MCP treated fruit (Figure 2). During the first week of storage, no decay was observed in any of the tested fruit. On the ninth day of storage, the fruit from the control group began to rot, and the decay rate rapidly increased as the storage time increased. The 1-MCP-treated fruit also began to rot on the 12th day after harvest, but the decay incidence was significantly lower than that of the control fruit group (P < 0.01).
Figure 1. Effects of different treatments on (A) total soluble solids (TSS), (B) total acid (TA), (C) firmness and (D) ethylene production in ‘Hujingmilu’ peach fruit during ripening at shelf-life temperature. LSD, least significant difference.
Figure 2. Effects of different treatments on the decay incidence of ‘Hujingmilu’ peach fruit during ripening at shelf-life temperature. The double asterisk indicates statistically significant differences based on Duncan’s test at the 1% level.
Peaches are a typical climacteric fruit and their ripening and senescence are closely associated with ethylene production (Bregoli et al., 2010; Defilippi et al., 2005). As an ethylene inhibitor at the signal level, 1-MCP has been widely used for prolonging the storage time of various fruits (Watkins, 2006). A previous study showed that 1-MCP inhibits ethylene signal transduction and consequently prevents the softening of plums (Khan and Singh, 2009). The respiratory activity and ethylene production of papayas were reduced by 1-MCP treatment, and fruit firmness was also maintained (Bron and Jacomino, 2009). In the present study, we investigated the effect of 1-MCP treatment on post-harvest peaches based on shelf-life temperature. Our results showed that the peaches from the control group produced an apparent climacteric ethylene with maximum release on the fourth day of storage. Conversely, 1-MCP-treated samples did not show a respiratory peak. Furthermore, 1-MCP retarded the decline of fruit firmness and TA content, and inhibited the increase in TSS during the storage period. These results are consistent with previous observations in plums and papayas (Bron and Jacomino, 2009; Khan and Singh, 2009), indicating that 1-MCP can suppress the ethylene signal pathway and thus delay peach fruit softening at shelf-life temperature.
The total aroma volatiles contents of all the tested fruit showed a gradually decreasing trend, while that of 1-MCP-treated fruit was higher than that of the control fruit during the entire storage period. The values rapidly increased for 1-MCP-treated fruit during the last 2 days of storage (Figure 3A). Furthermore, 1-MCP treatment effectively inhibited the decrease in green-flavour aroma volatiles from 0 to 10 days of storage, but significant difference was observed between 1-MCP-treated fruit and control fruit in the last four storage days (P < 0.01) (Figure 3B–E). From the second day to the 12th day of storage, 1-MCP treatment resulted in higher levels of (Z)-3-hexenol as compared with the control fruit (Figure 3F). Furthermore, 1-MCP treatment also maintained the higher content of (E)-2-hexenal during the first 10 days of storage (Figure 3G). The variation trend in total lactone (TL) content was consistent with that reported for five individual lactones. In the control fruit, the levels of all lactones reached peak values with the production of ethylene on the eighth day of storage, while 1-MCP treatment reduced ethylene production and delayed the emergence of lactone peaks (Figure 3A–D, I, J). Among all lactone compounds, γ-decalatone content was the highest (Figure 3J), while the level of jasmine lactone (JL) was the lowest (Figure 3D).
Figure 3. Effects of different treatments on (A) total aroma, (B) total lactones, (C) δ-decalatone, (D) jasmine lactone, (E) γ-dodecalactone, (F) (Z)-3-hexenol, (G) (E)-2-hexenal, (H) total green aroma, (I) δ-octalatone and (J) γ-decalatone contents of ‘Hujingmilu’ peach pulp at shelf-life temperature.
Aroma is one of the most important characteristics of ripe fruits and plays a crucial role in flavour determination (Belisle et al., 2017). A continuous loss in post-harvest fruit aroma is a common problem. To some extent, cold storage can efficiently maintain aroma quality, but this method prevents the normal transition of aroma by inhibiting the expression of genes responsible for the biosynthesis of aroma compounds. Shelf-life is a necessary condition for aroma quality. Previous reports showed that treatment with 1-MCP could alter the volatile composition and content of peaches, pears and apples, and especially suppress the production of esters (Cai et al., 2018, 2019; Li et al., 2016; Thewes et al., 2015; Yang et al., 2016). Esters such as (Z)-3-hexenyl acetate are generally associated with a ‘fruity odour’, indicating the ripeness of the fruit. In this study, we identified seven characteristic aroma volatiles from peach fruit, including two ‘green odour’ aldehydes and five ‘fruity odour’ lactones. In comparison with the control group, 1-MCP treatment markedly inhibited the decrease in green aroma volatiles and the increase in fruity aroma volatiles (Figure 3H). In addition, the total aroma content was maintained in the fruit treated with 1-MCP (Figure 3A), indicating that 1-MCP could effectively delay the aroma transformation of peach fruit from ‘green odour’ to ‘fruity odour’ and is conducive for the maintenance of fruit aroma during storage under shelf-life conditions.
Five polyphenols were identified from ‘Hujingmilu’ fruit, including chlorogenic acid, neochlorogenic acid (neoCI), catechin, L-epicatechin (LeP) and quercetin-3-rutinoside (rutin) (Figure 4A-E). In both the 1-MCP treatment and control groups, the content of each polyphenol maximally increased during the fourth day to the eighth day of storage and decreased thereafter. In addition, the 1-MCP-treated fruit exhibited higher polyphenol content than the control fruit. In comparison with the control group, the fruit treated with 1-MCP showed higher rutin and catechin contents throughout the storage period (Figure 4C, D). The contents of chlorogenic acid, neoCI and LeP in 1-MCP-treated fruit were higher during the fifth day to the 14th day of storage (Figure 4A, B, E).
Figure 4. Effects of different treatments on polyphenols including (A) chlorogenic acid, (B) neochlorogenic acid, (C) quercetin-3-rutinoside, (D) catechin and (E) L-epicatechin contents of ‘Hujingmilu’ peach pulp after harvest at shelf-life temperature.
Polyphenols are important health-promoting components found in fruit. The composition and content of polyphenols in fruit are determined by genetic factors and the growth environment and are also affected by post-harvest storage conditions. In this study, we detected five polyphenols in peach fruit that were present at higher levels in 1-MCP-treated fruit than in control samples, suggesting that 1-MCP treatment could also effectively maintain the polyphenol content in postharvest peach fruit. Studies on apples have shown that the amount of ethylene released from the fruit was associated with the accumulation of phenylalanine ammonia-lyase (PAL) and anthocyanin (Penniston et al., 2008). Phenylalanine ammonia-lyase is a key enzyme involved in the metabolism of phenylpropanol and is involved in one of the biosynthetic pathways of secondary metabolites such as polyphenols. Moreover, 1-MCP can bind to the ethylene receptor genes to inhibit ethylene signal transduction (Blankenship and Dole, 2003; Thongkum et al., 2018), and the rate-limiting enzyme activity of PAL is also regulated by ethylene (Hussain et al., 2010). Thus, it can be speculated that 1-MCP regulated the synthesis of polyphenols indirectly through the above mechanisms to alter the polyphenol contents of peach fruit.
The DPPH values of ‘Hujingmilu’ peach fruit varied from 1.08 to 8.20% in the control group but ranged from 4.00 to 7.29% in the 1-MCP treated group. During the whole storage period, 1-MCP-treated fruit had significantly higher DPPH values than the fruit from the control group (P < 0.01) (Figure 5A). The ABTS values ranged from 8.65 to 14.40 mM in the control fruit, while the values were between 0.94 and 3.85 mM in the 1-MCP treated fruit. The 1-MCP treated fruit presented higher ABTS values than those from the control group from the sixth day to the 14th day of storage (Figure 5B). FRAP values varied from 1.62 to 6.60 mM in the control fruit, while the fruit treated with 1-MCP showed FRAP values in the range of 0.37 to 1.85 mM. The 1-MCP treatment significantly increased FRAP values from storage day 3 to 14 (P < 0.01) (Figure 5C). Previous studies reported that 1-MCP enhances the antioxidant activity of various fruit and vegetables, including apples (Hoang et al., 2011), pears (Chiriboga et al., 2013) and broccoli florets (Yuan et al., 2010). In this study, our results suggested that the antioxidant activity of the 1-MCP-treated fruit was significantly higher than those of control fruit and was consistent with the results of a recent report regarding the ‘Xiahui-8’ peach cultivar (Wu et al., 2018). Furthermore, the antioxidant activity of fruit food is generally related to the contents of polyphenols and non-enzymatic antioxidants. Many reports indicated that polyphenols were the main contributor for antioxidant activity in peach fruit (Mokrani et al., 2016; Wu et al., 2018). Therefore, the composition and content of polyphenols in 1-MCP treated peaches were only determined in this study. Ascorbic acid, with non-enzymatic activity, also contributed to the total antioxidant activity, and its contribution requires further study.
Figure 5. Effects of different treatments on the antioxidant activities of (A) 2,2-diphenyl-1-picrylhydrazyl (DPPH), (B) 2,2-azino-bis-3-ethylbenzothiazoline-6-sulphonic acid (ABTS) and (C) ferric reducing antioxidant power (FRAP) assays of ‘Hujingmilu’ peach fruit during ripening at shelf-life temperature.
Principal component analysis can provide an overview of the relationships between samples and parameters. In all the PCA models, the samples were grouped into different clusters (Figure 6). Total lactone, δ-decalactone (gDL), δ-octalatone (dDL), JL and γ-dodecalactone (gDDL) were clustered with 1-MCP treatment on storage days 10 and 12 (10_1-MCP and 12_1-MCP) (Figure 6A), which was consistent with their higher contents. Chlorogenic acid (CI), LeP, catechin (cat), rutin and neoCI were grouped with 1-MCP treatment on storage days 4, 8, 10, 12, 14 and 12 (4_1-MCP, 8_1-MCP, 10_1-MCP, 12_1-MCP and 14_1-MCP) (Figure 6B), which was consistent with their higher contents. The antioxidant activities of DPPH, ABTS and FRAP assays were clustered with 1-MCP treatment on storage days 6, 8, 10, 12 and 14 (6_1-MCP, 8_1-MCP, 10_1-MCP, 12_1-MCP and 14_1-MCP) (Figure 6C), which was consistent with their higher values. Overall, 1-MCP effectively inhibited ethylene production and maintained both the aroma and nutritional qualities of peach fruit. However, the molecular mechanism requires further future investigation.
Figure 6. Principal component analysis models of (A) aroma volatiles, (B) polyphenols and (C) antioxidant activities for the control (CK) and 1-MCP treated samples. TL, total lactone; gDL, δ-decalactone; dDL, δ-octalatone; JL, jasmine lactone; gDDL, γ-dodecalactone; CI, chlorogenic acid; LeP, L-epicatechin; cat, catechin; rutin, quercetin-3-rutinoside; neochlorogenic acid. 0–14 represents the storage day.
Taken together, our results show that treatment with 1-MCP could efficiently reduce the decay of peach fruit and delay the ripening process at shelf-life temperature. The application of 1-MCP delayed climacteric ethylene production, maintained high levels of TSS, TA and characteristic lactones, and retarded the aroma conversion of fruit from ‘green odour’ to ‘fruity odour’. More importantly, treatment with 1-MCP also preserved the high polyphenol contents and antioxidant activity. Treatment with 1-MCP is a good method to maintain the flavour and nutritional quality of fruit under shelf-life conditions.
This work was supported by Chongqing Social Undertakings and People’s Livelihood Security Key Program (cstc2018jscx-mszd0474, cstc2018jscx-msybX0196) and Scientific Research Projects of Chongqing University of Arts and Sciences (2017RTZ20, P2017TZ14).
The authors declare that they have no conflict of interest.
The article followed all ethical standards for a research without direct contact with human or animal subjects.
This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.