Xiaojing Wua,
Shimin Wu*ab,
Min Jic and
Jun Hao Yoongc
aDepartment of Food Science and Technology, School of Agriculture and Biology, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai 200240, China. E-mail: wushimin@sjtu.edu.cn; Fax: +86 21 34205717; Tel: +86 21 34205717
bKey Laboratory of Urban Agriculture (South), Ministry of Agriculture, Dongchuan Road 800, Shanghai 200240, China
cPalm Oil Research and Technical Service Institute of MPOB, Shanghai 201108, China
First published on 2nd January 2018
The nutrition and flavour of instant noodles is largely attributed to added flavouring oil gravy. Herein, we evaluated the influence of red palm oil (RPO) on the physicochemical properties and sensory qualities by comparing palm oils and commercial oils and fats. The induction time for RPO (10.20 h) was higher than that for 5° (7.20 h) and 8° (8.40 h) palm oils. The RPO carotenoid, β-carotene and vitamin E content was 563.50, 520.00, and 364.00 mg kg−1, respectively. The carotenoid content of red sauce with RPO (RPR) and spicy sauce with RPO (SPR) gravies was 450.00 and 451.20 mg kg−1, respectively, far higher than those without RPO. The induction times of RPR and SPR were highest (16.65 h and 15.48 h). The peroxide value (POV) and polar compound (PC) content of pilot gravies were 0.06–0.10 g 100 g−1 and 11.00–15.00%, respectively. Principal component analysis of electronic tongue results revealed that gravies containing RPO displayed higher repeatability, demonstrating the reliability of the method for detecting RPO.
High-quality instant noodles should be appealing to the senses and of high nutritional value, and the key to achieving this is the identification of suitable seasoning ingredients for packing together with the noodle block. In China, instant noodles are sold in various grades, shapes, and packages such as plastic bags, cups, and bowls. The noodle block is usually accompanied by three sachets containing dry seasoning powder, flavouring oil gravy, and dried vegetables or meats. The acceptability, flavour, and price of such products are becoming more closely linked to the nutritional quality and sensory properties of the enclosed flavouring oil gravy.
Flavouring oil gravy accounts for 10–20% of the total weight of the instant noodle product, and quality control personnel working in the instant noodle industry frequently receive complaints about the nutritional and sensory qualities of flavouring oil gravy. This is because it contributes significantly to the energy value, aroma, taste, and colour of the soup. Compared with the other components in the pack, the manufacture and formula of the flavouring oil gravy are more technologically demanding and complicated. Flavouring oil gravy is generally made of minced meat fried with oil, shallot, onion, garlic, and other spicy condiments. Normally, the oil accounts for ∼50% of the weight of the flavouring oil gravy. Vegetarians and some ethnic consumers require flavouring oil gravy to contain no animal fat additives, and most consumers prefer healthier components that are attractive in colour, pleasant in flavour, and without any rancid aroma. Thus, as one of the main components, the oil is a key ingredient contributing to the overall quality of the flavouring oil gravy.
Soybean oil is used widely for making Chinese traditional fried foods,3,4 yet palm oil is the general choice for the instant noodle frying industry. In China, the importation and consumption of palm oil has been increasing over the past five years. The main reason is that palm oil performs well during frying due to its high heat stability, ready availability without abrupt fluctuations in supply, and price competitiveness. In addition, palm oil is used as the main oil ingredient in the commercial instant noodle flavouring oil gravy manufacturing process, accompanied by a few animal fats such as lard and chicken fat, and occasionally sesame oil. However, most Chinese consumers regard common palm oil as inferior and less nutritionally valuable, based on personal experience rather than scientific evaluation. Interestingly, this is also the case in some European countries, although no negative effects of palm oil consumption on human health have been demonstrated when consumed within the dietary limits of fats.5 Furthermore, some consumers do not like the fact that flavouring oil gravy in instant noodles contains animal fats based on dietary preferences or religion. Therefore, it is important to develop an alternative and superior way to promote the nutritional quality of flavouring oil gravy without decreasing the flavour and colour.
Palm oils are commercially classified according to their melting point, expressed as ° (degree). 5° and 8° palm oils indicate their melting temperature are approximately 5 °C and 8 °C, respectively. Red palm oil (RPO) is a commercially available refined oil with a typical orange-red colour that contains abundant carotenoids. The RPO normally contains 500 to 750 mg kg−1 carotenoids, mainly consisting of α- and β-carotene. Indeed, there is a mixture of more than 20 carotenes in RPO, which explains its deep red colour.6 Over 5000 years of dietary history, people have realised the many advantages of using RPO in cooking and for improving the quality of life.7 Due to the abundant carotenoids, RPO has been used to improve the vitamin A status of children and women, and it also beneficially modulates oxidative stress in patients with liver cirrhosis, and elevates β-carotene, retinol, and β-carotene plasma concentrations in patients with cystic fibrosis.8,9 A previous study indicated that vitamin E in RPO ranges from 953–955 mg kg−1 in the form of α-tocopherol, and α-, γ-, and δ-tocotrienol.10,11 Following a number of rat model experiments, RPO intake was reported to protect the heart against cytotoxic effects, increase the threshold for induction of ventricular fibrillation in the hyperthyroid heart, and enhance the anti-inflammatory effects in myocardial tissue when applied in combination with rooibos.12–14
Therefore, RPO may be suitable for upgrading the traditional oil formula used in flavouring oil gravy for instant noodles, to improve both the nutritional value and sensory properties, particularly the colour.
To date, the application of RPO in oil-based seasonings and jams, including flavouring oil gravy, has received minimal attention. In the present study, we tested specially processed RPO rich in carotene and tocotrienol to evaluate its effects on the flavouring oil gravy for instant noodles. Sensory qualities were evaluated by colour, appearance, flavour and impurity, while the physicochemical properties were evaluated using acid value, peroxide value, polar compounds. We also studied the oxidative stability with the contents of carotenoids, vitamin E and β-carotene as well as the induction time of gravies. RPO was compared with 5° and 8° palm oils, and other commercially available oils and fats.
In total, eight flavouring oil gravies were evaluated in this study. Red sauce beef flavouring gravy (RA) and spicy beef flavouring oil gravy (SA) were purchased from local market. The other six flavouring oil gravies were red sauce beef flavouring oil gravy with 5° palm oil (RP5), red sauce with 8° palm oil (RP8), red sauce with red palm oil (RPR), spicy beef flavouring oil gravy with 5° palm oil (SP5), spicy beef with 8° palm oil (SP8), and spicy beef with red palm oil (SPR), respectively. They were formulated (Table 1) and prepared in Shanghai Pingao Co., Ltd (Shanghai, China). The producing processes of the gravy are shown in Fig. 1.
Materials | Original | Designed | Materials | Original | Designed |
---|---|---|---|---|---|
Weight (g) | Weight (g) | ||||
Red sauce beef flavouring oil gravy | |||||
Palm oil | 30 | 50 | Beef paste | 15 | 15 |
Tallow | 20 | 0 | Sesame oil | 5 | 5 |
Thick broad-bean sauce | 30 | 30 | Five spice powder (anise, fennel, black pepper, ginger, cinnamon) | 1.5 | 1.5 |
Ginger oil | 3 | 3 | Red pepper | 2 | 2 |
Cooking wine | 1.5 | 1.5 | Chinese prickly ash | 0.8 | 0.8 |
Soybean sauce | 2 | 2 | Black pepper | 0.9 | 0.9 |
Chives oil | 3 | 3 | Beef extract paste | 0.5 | 1.0 |
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Spicy beef flavouring oil gravy | |||||
Palm oil | 30 | 50 | Soyabean sauce | 20 | 20 |
Tallow | 20 | 0 | Sesame oil | 10 | 10 |
Beef paste | 10 | 10 | Garlic | 10 | 10 |
Ginger | 10 | 10 | Chili flakes | 5 | 5 |
Cooking wine | 9 | 9 | Onion | 5 | 5 |
Salt | 5 | 5 | Beef extract paste | 0.5 | 1.0 |
Fatty acid methyl ester (FAME; Supelco 37 FAME Mix) and C18:1n7c FAME (Sigma-Aldrich) were used as standards. Four tocopherols (α-T, β-T, γ-T, and δ-T) and four tocotrienols (α-T3, β-T3, γ-T3, and δ-T3) were purchased from Calbiochem (Sigma-Aldrich, PA, USA). Tocol (internal standard) was supplied from Matreya (Pleasant Gap, PA, USA). β-Carotene and other standard compounds were obtained from Sigma-Aldrich (Fig. 2).
The vitamin E concentration was determined by the method of Cunha, Amaral, Fernandes and Oliveira.17
For the analysis of vitamin E in oil sample, 1 mL of oil sample was mixed with 5 mL n-hexane in a 10 mL centrifuge tube and the mixture was thoroughly shaken with ultrasonic wave for 10 min. The obtained mixture was transferred into volumetric flask and diluted with n-hexane (10 mL). Then the solution was filtrated with 0.45 μm film (Changzhou Yuekang Medical Equipment Co., Ltd, China) and analyzed using Agilent 1200 HPLC system (Aligent lnc Ltd, CA, USA). A chromatographic column (LiChroCART® Si60 250 mm × 4 mm × 5 μm, Merck KGaA Co Ltd., Germany) operating at room temperature was used for separation. The effluent was monitored using a fluorescence detector (excitation, 290 nm; and emission, 330 nm). The column temperature was 30 °C. The mobile phase consisted of n-hexane/isopropanol (99.5:
0.5, v/v). The flow rate was 0.8 mL min−1 and the injection volume was 25 μL. Tocopherols and tocotrienols were quantified by fluorescence detection based on the external standard method. The results were obtained from triplicate measurements.
The average limits of detection (LODs) of tocopherols and tocotrienols ranged from 0.0003 to 0.008 μg mL−1. The average limits of quantification (LOQs) of tocopherols and tocotrienols ranged from 0.001 to 0.026 μg mL−1. The regression coefficients (R2) of tocopherol and tocotrienol ranged from 0.9800 to 0.9982. The tocopherol and tocotrienol standard calibration curves covered concentrations of 0.1–100 μg mL−1. The concentration unit used for tocopherol and tocotrienol was mg kg−1. The precision reached 0.01 mg kg−1. The average recoveries were 75.12–105.08%. These recoveries were acceptable.
The β-carotene content was measured as described by Murkovic and Alam.18
Each flavouring oil gravy sample was stored in the dark at room temperature and opened immediately before sensory analysis. Disposable coded paper cups were offered to each panellist, along with a scorecard, and 5 g of each prepared sample was placed on a transparent vessel for evaluation of appearance (presence of impurities and appearance of organisation). Additionally, 5 g samples were dissolved in 1 L of boiling water for the evaluation of colour, and 5 g samples were added to 500 mL of boiling water for the evaluation of odour and taste. For each product, panellists scored each perceived attribute from weak (0) to strong (10).21
Evaluations were performed at room temperature (18–20 °C) under natural light. To minimise fatigue and standardise the assessment process, a rigorous tasting and rinsing procedure was established. Judges were asked to smell and taste the flavouring oil gravy sample in the mouth for 4–5 s, split, then perform a second smell and taste test before filling out the scorecard. Judges were then asked to rinse their mouth with water, eat a piece of bread or Melba toast, rinse again with water, and wait 1 min before proceeding to the next sample.
Potassium hydroxide solution (1 g KOH in 10 mL ultrapure water) was prepared, and the conductivity of ultrapure water was 18.2 MΩ cm at room temperature. A 5 g sample of palm oil was mixed with the appropriate volume of potassium hydroxide solution, and placed on a heating magnetic stirrer with a rotating speed of 600 rpm for ∼120 min and at 95 °C. After saponification, the solution was diluted 100-fold and filtered prior to detection. For each test, a 10 mL sample was accurately prepared at room temperature, and the test probe of the electronic tongue was cleaned with ultrapure water. The electronic potential was ±1 V, the pulse separation was 200 mV, and the sensitivity of the detection was four orders of magnitude. All measurements were repeated six times and the results were averaged.
Flavour types in flavouring oil gravies | Producers | Used oils | Weight (g) | Oil content (g kg−1) | |||
---|---|---|---|---|---|---|---|
Vegetable oils | Animal fats | ||||||
Palm oil | Sesame oil | Butter | Lard | ||||
a + = present, − = absent. | |||||||
Halide fragrant | A | + | − | + | − | 18 | 744.41 |
Pickled vegetable | A | + | − | − | + | 10 | 724.11 |
Pickled beans | A | + | + | − | + | 10 | 711.30 |
Red sauce | A | + | + | + | − | 10 | 792.60 |
Tomato | A | + | − | − | + | 7 | 786.82 |
Spicy incense | A | + | − | + | + | 18 | 423.60 |
Spicy | A | + | + | + | − | 5 | 814.41 |
Pickled vegetable | B | + | − | − | + | 13 | 738.88 |
Mushroom | B | + | − | − | + | 5 | 721.91 |
Palm oils type | Flavouring oil gravies type | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Red palm oil (RPO) | SMP 5 °C | SMP 8 °C | RA | SA | RPR | SPR | RP8 | SP8 | RP5 | SP5 | |
a SMP = slip melting point. Vitamin E is the collective name of eight naturally occurring forms encompassing four tocopherols (α-T, β-T, γ-T, δ-T) and four tocotrienols (α-T3, β-T3, γ-T3, δ-T3); results are given as mean ± standard deviation (n = 3); different letters in the same column represent significant differences at p < 0.05. | |||||||||||
Fatty acid (%) | |||||||||||
C14:0 | 1.49 ± 0.03a | 1.83 ± 0.03a | 1.75 ± 0.01a | 2.80 ± 0.12c | 1.98 ± 0.13b | 1.30 ± 0.06a | 1.28 ± 0.23a | 1.27 ± 0.08a | 1.25 ± 0.09a | 1.24 ± 0.10a | 1.24 ± 0.14a |
C16:0 | 37.83 ± 0.08b | 40.14 ± 0.07c | 42.60 ± 0.13d | 28.36 ± 0.12a | 30.22 ± 0.23a | 36.58 ± 0.58b | 36.59 ± 0.22b | 39.12 ± 0.13c | 38.12 ± 0.14c | 37.11 ± 0.10b | 36.96 ± 0.22b |
C18:0 | 4.16 ± 0.04a | 4.07 ± 0.04a | 4.93 ± 0.08a | 15.20 ± 0.11f | 13.60 ± 0.12e | 9.72 ± 0.08b | 10.23 ± 0.24b | 9.23 ± 0.17b | 11.23 ± 0.08b | 11.30 ± 0.10b | 10.95 ± 0.13b |
C18:1 | 40.41 ± 0.19d | 37.92 ± 0.06c | 35.78 ± 0.08a | 41.60 ± 0.52e | 39.80 ± 0.11d | 35.65 ± 0.23a | 37.98 ± 0.37c | 34.58 ± 0.11a | 35.47 ± 0.25a | 36.98 ± 0.20b | 38.12 ± 0.47c |
C18:2 | 16.11 ± 0.09c | 16.06 ± 0.04c | 14.94 ± 0.23b | 12.04 ± 0.05a | 14.40 ± 0.08b | 17.75 ± 0.10d | 13.92 ± 0.12b | 15.80 ± 0.12c | 13.93 ± 0.24b | 12.37 ± 0.11a | 12.73 ± 0.14a |
USFA | 56.52 ± 0.26e | 53.98 ± 0.55d | 50.72 ± 0.35b | 53.64 ± 0.62d | 54.20 ± 0.29d | 52.40 ± 0.35d | 51.90 ± 0.50c | 50.38 ± 0.32b | 49.40 ± 0.52a | 48.35 ± 0.35a | 50.85 ± 0.52b |
SFA | 43.48 ± 0.15a | 46.02 ± 0.21b | 49.28 ± 0.23d | 46.36 ± 0.37b | 45.80 ± 0.45b | 47.6 ± 0.58b | 48.10 ± 0.48c | 49.62 ± 0.30d | 50.60 ± 0.37e | 51.65 ± 0.26e | 49.15 ± 0.40d |
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Chemical quality | |||||||||||
Carotenoids (mg kg−1) | 563.50 ± 4.70f | 17.82 ± 0.80a | 17.00 ± 0.50a | 80.80 ± 5.65b | 282.70 ± 6.60d | 450.00 ± 5.89e | 451.20 ± 9.72e | 158.20 ± 3.75c | 149.20 ± 7.28c | 142.50 ± 4.74c | 158.60 ± 5.80c |
β-Carotene (mg kg−1) | 520.00 ± 4.56f | 13.20 ± 0.25a | 14.70 ± 0.37a | 50.12 ± 1.23b | 211.35 ± 3.56d | 312.56 ± 2.55e | 335.46 ± 5.88e | 113.25 ± 2.58c | 105.88 ± 4.58c | 110.22 ± 6.74c | 121.25 ± 0.37c |
Vitamin E (mg kg−1) | 364.00 ± 2.32e | 347.00 ± 3.76e | 380.00 ± 1.57e | 35.28 ± 0.89a | 150.23 ± 2.58b | 238.38 ± 5.64d | 256.78 ± 3.55d | 200.25 ± 1.89c | 198.26 ± 2.78c | 187.25 ± 3.35c | 195.36 ± 2.45c |
Acid value (mg g−1) | 0.22 ± 0.01a | 0.39 ± 0.01a | 0.40 ± 0.04a | 1.30 ± 0.04b | 1.25 ± 0.02b | 1.45 ± 0.04b | 1.75 ± 0.04b | 1.25 ± 0.03b | 1.25 ± 0.02b | 1.60 ± 0.03b | 1.50 ± 0.02b |
Peroxide value (g 100 g−1) | 0.0195 ± 0.0007a | 0.0201 ± 0.0016a | 0.0216 ± 0.0014a | 0.0764 ± 0.0047b | 0.0780 ± 0.0032b | 0.1030 ± 0.0041b | 0.0954 ± 0.0036b | 0.0637 ± 0.0011b | 0.0771 ± 0.0055b | 0.0634 ± 0.0010b | 0.0761 ± 0.0047b |
Polar compounds (%) | 8.75 ± 0.35a | 8.50 ± 0.71a | 9.25 ± 0.35a | 14.50 ± 0.35c | 15.00 ± 0.35c | 12.50 ± 0.35b | 11.00 ± 0.35b | 13.00 ± 0.35b | 11.50 ± 0.35b | 12.50 ± 0.35b | 11.50 ± 0.35b |
In our study, we analysed fatty acids in eight flavouring oil gravies (Table 3). It is worth noting that the C18:0 content had significant difference between commercial and pilot flavouring oil gravies (p < 0.05). Gunstone24 has reported that the content of stearic acid (C18:0) can be an effective indicator for identifying palm oil, and the mean (average) C18:0 content of palm oil ranged from 4.5–5.0%. The C18:0 content of RA and SA was 15.20% and 13.60%, respectively. This proved that the oils in RA and SA contained animal fat. We also found the C18:0 content of other six pilot flavouring oil gravies exceeded the mean. This may be due to the additive of beef paste into the gravy while producing. The carotenoid content was 450.00 mg kg−1 for RPR and 451.20 mg kg−1 for SPR, compared with 142.50 mg kg−1 for RP5, 158.60 mg kg−1 for SP5, 158.20 mg kg−1 for RP8, and 149.20 mg kg−1 for SP8 (p < 0.05). The carotenoid content of the two commercial gravies was 80.80 mg kg−1 for RA and 282.70 mg kg−1 for SA. Thus, flavouring oil gravies containing RPO contained far higher carotenoids levels than pilot and commercial gravies without RPO. Furthermore, the β-carotene of RPR, SPR was 312.56 and 335.46 mg kg−1, respectively. This is significant higher than ones of gravies without RPO (p < 0.05). Similar to the β-carotene content, the vitamin E content of RPR and SPR was 238.38 and 256.78 mg kg−1, respectively. The vitamin E content of gravies without RPO was 200.25 mg kg−1 for RP8, 198.26 mg kg−1 for SP8, 187.25 mg kg−1 for RP5, and 195.36 mg kg−1 for SP5. The AV, POV, PC of pilot flavouring oil gravies are also shown in Table 2. The AVs of two commercial flavouring oil gravies were 1.30 mg g−1 for RA, 1.25 mg g−1 for SA. The AVs of RP5, RP8, and RPR were 1.6, 1.2, and 1.4 mg g−1 of oil, respectively. The AVs were 1.5 mg g−1 for SP5, 1.2 mg g−1 for SP8, and 1.7 mg g−1 for SPR, respectively. The AVs of eight gravies had no significant difference (p < 0.05). The PV is a measure of the degree of oil oxidation and is expressed in mmol of lipid peroxides. The POVs of the eight pilot flavouring oil gravies were within the limit level 0.125 g 100 g−1.
Generally, flavouring oil gravies are fried during processing, and the PC content increases during frying. The PC content was highest in the two commercial flavouring oil gravies (∼15%). The high PC content of palm olein is believed to be due to the presence of high levels of diglycerides (DG; 6–8%) compared with other oils (2–3%). The PC content of six pilot flavouring oil gravies was ranged from 11.50–13.00%, which was lower than those in commercial samples. Frying oil quality can be additionally judged by the percentage of polar compounds (PCs), and discard levels of 24–29% have been set in many countries. Therefore, none of the oils both in the commercial and pilot products were much lower than the limitation in the present work (Table 3).
Corresponding to the gravies, it was worth noting that the oxidative stability of gravies with RPO was superior to those of gravies without RPO. For six pilot gravies, the oxidative stability of six pilot gravies changed in the order: RPR (16.65 h) > SPR (15.48 h) > RP8 (12.60 h) > SP8 (11.70 h) > SP5 (11.28 h) > RP5 (10.75 h). This result may be rich carotenoids, tocopherols and tocotrienols in RPO, which contribute to the stability of RPO.
In terms of two commercial gravies, the induction time of gravies was less than 1 h. There are a couple of possible reasons to account for the result: (i) the purchasing time of commercial gravies was near the end of shelf life, the gravies were not fresh. (ii) C18:0 content in commercial gravies exceeded the mean 4.0%, 15.20% for RA and 13.60% for SA, respectively (Table 3). The result means that commercial gravies contained much animal fat, which accelerated the oxidation process of gravies.
Comparing the oxidative stability of palm oils and gravies, it was worth mentioning that the induction time of six pilot gravies was higher than the palm oils. This may be the existence of food additive in other formula materials when producing. The specific reasons are not certain, and further study is needed for the gravies.
Due to the presence of butter and lard, L* and b* values for the two commercial flavouring oil gravies were higher than those of pilot flavouring oil gravies, while a* values were not significantly different for, except for RPR and SPR (Table 4). We found that C*, corresponding to brightness, differed between commercial and pilot flavouring oil gravies. Previous studies reported mean L* values for lard and butter of 72.69 and 82.35, respectively, and b* values increased with the degree of fat oxidation.28 Pairwise comparison of samples was performed on ΔE values to describe colour differences (Table 4). The ΔE value between RA and SA was 9.02, and ΔE values and differed markedly between pilot and commercial samples. For red sauce flavouring oil gravies, the ΔE values of RP5 vs. RP8 and RP5 vs. RPR were 1.68 and 5.92, respectively, and ΔE values between RP5 vs. SP5, RP5 vs. SP8, and RP5 vs. SPR were 1.30, 4.03, and 10.62, respectively. Thus, the colour of pilot flavouring oil gravies containing RPO were significantly different from those containing 5° or 8° palm oils.
Types | Colour determinations | Color difference of pair comparison | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
L* | a* | b* | C* | RA | SA | RP5 | RP8 | RPR | SP5 | SP8 | SPR | |
a RA = red sauce gravy from producer A; SA = spicy flavour gravy from producer A; RP5, RP8, and RPR = experimental red sauce gravy with SMP 5 °C, SMP 8 °C, and red palm oil, respectively; SP5, SP8, and SPR = experimental spicy flavour gravy with SMP 5 °C, SMP 8 °C, and red palm oil, respectively; results are given as mean ± standard deviation (n = 3); different letters in the same column represent significant differences at p < 0.05. | ||||||||||||
RA | 35.66 ± 0.84d | 21.10 ± 0.36b | 36.60 ± 1.38e | 42.26 ± 1.02f | — | 9.02 | 29.99 | 29.94 | 35.32 | 31.25 | 32.89 | 39.57 |
SA | 33.65 ± 0.85c | 21.22 ± 0.65b | 28.19 ± 0.85d | 35.30 ± 0.28e | 9.02 | — | 23.62 | 23.2 | 28.86 | 24.78 | 25.85 | 32.45 |
RP5 | 11.42 ± 0.26b | 20.80 ± 0.49b | 19.52 ± 0.88c | 28.53 ± 0.25d | 29.99 | 23.62 | — | 1.68 | 5.92 | 1.3 | 4.03 | 10.62 |
RP8 | 12.16 ± 0.76b | 22.08 ± 0.80b | 18.65 ± 1.37c | 28.91 ± 1.50d | 29.94 | 23.20 | 1.68 | — | 6.43 | 1.92 | 3.14 | 10.43 |
RPR | 7.84 ± 0.59a | 18.04 ± 0.52a | 16.65 ± 1.31bc | 24.57 ± 0.51b | 35.32 | 28.86 | 5.92 | 6.43 | — | 4.91 | 4.93 | 5.54 |
SP5 | 11.06 ± 0.36b | 20.90 ± 0.50b | 18.26 ± 0.55c | 27.76 ± 0.01cd | 31.25 | 24.78 | 1.30 | 1.92 | 4.91 | — | 3.02 | 9.47 |
SP8 | 11.78 ± 0.74b | 20.78 ± 0.87b | 15.57 ± 0.96b | 25.98 ± 0.12bc | 32.89 | 25.85 | 4.03 | 3.14 | 4.93 | 3.02 | — | 7.68 |
SPR | 6.40 ± 0.23a | 18.30 ± 1.35a | 10.84 ± 0.68a | 21.26 ± 1.51a | 39.57 | 32.45 | 10.62 | 10.43 | 5.54 | 9.47 | 7.68 | — |
Fig. 4C and D shows the results of PCA of physicochemical quality data (Fig. 4C = distribution and correlation between responses in vector space, Fig. 4D = PCA analysis of the analytical determination of eight different flavouring oil gravies). We chose a significance level of 10%, since erroneously accepting an attribute as significant at this level was not considered to be critical. Carotenoids accounted for the highest percentage in component 1, while L* was the major factor in component 2, suggesting these may be useful for distinguishing samples. AV, PV, and a* had minimal influence on the plots for all eight samples (Fig. 4C). In the PCA score plots of physicochemical data, PC1 and PC2 accounted for 98% of the total variance. The observed perpendicular orientations suggest these two groups of variables are unrelated to one another. In general, the plots indicated clear differences in physicochemical properties between the eight samples (Fig. 4D).
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