Abstract
Coreopsis tinctoria Nutt. was used to extract oleoresin through supercritical CO2 extraction technology. The extraction conditions were optimized using response surface methodology, and the chemical composition of C. tinctoria Nutt. oleoresin (CTO) was analyzed. Under the optimal conditions, the antioxidant activity of oleoresin was determined using 1,1-diphenyl-2-picrylhydrazyl (DPPH˙) and 2,2′-azino-bis-(3-ethylbenzo-thiazoline-6-sulphonic acid)diammonium salt (ABTS˙+) free radical scavenging assays. The optimal extraction conditions were a 27.5 MPa extraction pressure, a 45°C extraction temperature, and a 3 h extraction time. Under these extraction conditions, oleoresin yield was up to 3.163%. Compared to steam distillation extraction, the CTO extracted using supercritical CO2 had more abundant components. The EC50 of CTO for DPPH˙ and ABTS˙+ free radical scavengers was 1.54 and 1.07 mg/mL, respectively.
1 Introduction
Coreopsis tinctoria Nutt., an annual herb widely distributed in North America, Central Asia, the Middle East, and Eastern Europe [1], grows in plateau areas in Xinjiang province, China. It is commonly known as Kunlun Snow Chrysanthemum because it grows all year in the snow-covered northern foothills of the Kunlun Mountains. Local Uyghurs refer to it as “Gulqai,” and it is used as a traditional medicine to prevent and treat hypertension and hyperlipidemia. Recent studies have reported that C. tinctoria has various biological activities, including hypoglycemic, hypotensive, anti-inflammatory, antioxidant, anticancer, antiaging, and antibacterial activities [2,3,4].
Oleoresin is a generic term for a kind of substance obtained from plants through oil dissolution, organic solvent extraction [5], three-phase partitioning [6], and supercritical fluid extraction (SFE) [7], which is composed of both volatile essential oils and nonvolatile compounds, such as pigments and fatty acids. Since oleoresin contains some natural antioxidants in the corresponding plants, it is more stable than essential oils [8]. According to literature reports, the supercritical extraction of oleoresin focused largely on spices like garlic, pepper (jalapeno) [9], and onion [10], among others. For spices, oleoresin better reflects flavor characteristics than essential oils obtained through hydrodistillation [11]. Furthermore, some studies have reported that oleoresin has stronger antioxidant and antimicrobial effects than essential oils [12,13,14]. While many studies are currently focusing on the flavonoids and polysaccharides of C. tinctoria, there are few studies devoted to C. tinctoria oleoresin (CTO), and challenges such as low extraction efficiency and poor application are common in research and development. Thus, it is important to optimize the extraction method and investigate its chemical composition for future studies.
The relative abundance of bioactive compounds in extracts from plant-derived sources depends on the extraction technique implemented [15]. Conventional organic solvent extraction, such as the Soxhlet extraction of oleoresins, has been widely adopted for its simplicity and economy. However, when compared to other extraction techniques, it is limited by its low efficiency and the large volume of solvents. Besides, its high operating temperatures are a major limitation, resulting in the formation of artifacts and the degradation of temperature-sensitive natural products [16].
Contrary to conventional extraction, supercritical CO2 extraction technology has a low extraction temperature, no toxic residue, and selective separation ability [17]. Therefore, it is particularly suitable for separating and extracting bioactive compounds with low concentration or low stability. The supercritical CO2 extraction technique was widely used for extra caffeine or decaffeination of tea at the industrial level [18,19], bringing high economic and medical value. Certainly, various researchers have produced plant oleoresin using supercritical CO2 extraction technology. Shukla et al. reported the supercritical CO2 extraction and online fractionation of dry ginger for the production of high-quality volatile oil and gingerol-enriched oleoresin, and the scale-up validation of this process has been achieved [20], revealing the potential of this technology. However, the insufficiencies caused by carbon dioxide emissions in this extraction process should be noted. It is a little contrary to the “low-carbon” concept. Thus, supercritical CO2 recycling is predicted to be a focus of studies.
In this study, the SFE of the CTO was optimized using the response surface methodology. Notably, we did not use co-solvents to accelerate extraction in this study, thereby substantially retaining the flavonoids and polysaccharides. The chemical composition of CTO was analyzed and compared with that of C. tinctoria essential oils (CTEOs). Furthermore, the antioxidant effects of CTO were determined through 1,1-diphenyl-2-picrylhydrazyl (DPPH˙) and 2,2′-azino-bis-(3-ethylbenzo-thiazoline-6-sulphonic acid)diammonium salt (ABTS˙+) free radical scavenging assays. We hope that this study provides basic data for high-value processing and utilization of C. tinctoria.
2 Materials and methods
2.1 Materials
Coreopsis tinctoria Nutt. (originated from Hetian, Xinjiang, batch number: 20190617-KLXJ) was purchased from Tongxiang Haitai Juye Co., Ltd. The DPPH kit was purchased from Sangon Biotech (Shanghai) Co., Ltd. The ABTS kit was bought from Beyotime Institute of Biotechnology, China. Dichloromethane and ethanol (analytical grade) were purchased from Sinopharm Chemical Reagent Co., Ltd, China.
2.2 Hydrodistillation extraction of CTEOs
The flowers of C. tinctoria Nutt. were dried in an oven at 60°C to a constant weight. Subsequently, they were hydrodistilled at a solid–liquid ratio of 1:10 for essential oil extraction.
2.3 SFE of CTO
The SFE was conducted on a laboratory-scale supercritical system (SFE-2; Applied Separations Inc., Pennsylvania, USA). The flowers of C. tinctoria Nutt. were dried in the oven at 60°C to a constant weight, and a certain amount of flower powder was pressed into the extraction vessel with degreasing cotton at both ends. The flow rate of carbon dioxide was fixed at 20 L/h. Different extraction pressures, temperatures, and times were chosen for single-factor experiments (Table 1). The oleoresin yield (Y) was calculated using the following equation:
where m 1 (g) is the weight of the extracted oleoresin and m 2 (g) is the weight of the sample C. tinctoria used.
Factors and levels in single factor experiment
Level | Time (h) | Pressure (MPa) | Temperature (°C) |
---|---|---|---|
1 | 0.5 | 15 | 35 |
2 | 1 | 20 | 40 |
3 | 1.5 | 25 | 45 |
4 | 2 | 30 | 50 |
5 | 2.5 | 35 | 55 |
6 | 3 | — | — |
2.4 Response surface methodology experimental design
Based on the results of the single-factor experiment, a three-variable Box–Behnken design with three coded levels was implemented to rapidly determine the optimal conditions for supercritical extraction. Scientific software Design-Expert (version 10.0.8.0; Stat-Ease Inc., Minneapolis, MN, USA) was employed for the experimental design. Three independent variables, extraction time (X 1), extraction pressure (X 2), and temperature (X 3), were modified. The experimental range and the coded values of the three independent variables are listed in Table 2. The quadratic polynomial model proposed by the response surface methodology analysis for predicting the optimal combination can be expressed as the following equation:
where Y is the yield of CTO; β 0, β i , β ii , and β ij are the regression coefficients for the intercept, linear, quadratic, and interaction terms, respectively; and X i and X j are the independent variables – time, temperature, and pressure. The significance of the model was evaluated, and the regression coefficient (R 2) was obtained.
Factors and levers in the Box–Behnken experimental design
Level | X 1 (time, h) | X 2 (pressure, MPa) | X 3 (temperature, °C) |
---|---|---|---|
−1 | 1 | 20 | 35 |
0 | 2 | 25 | 45 |
1 | 3 | 30 | 55 |
2.5 Chemical composition of CTEOs and CTO
GC-MS (7890B/7000C; Agilent Technologies, Palo Alto, PA, USA) was employed for the chemical composition analysis of CTO and CTEO, and an Agilent silica capillary column HP-5MS (30 m × 0.25 mm × 0.25 µm) was also used. For the chromatographic conditions, we followed the study by Wu et al. [21]. For the heating program, the initial temperature was set at 80°C and held for 3 min. Subsequently, the column was heated to 200°C at an 8°C/min rate and held for 5 min before being programmed to 260°C at an 8°C/min rate and held for 2 min. The sample solution was injected under a nitrogen atmosphere with a 10 mL/min flow rate. The sample dilution solution was prepared by dissolving a certain amount of CTO or CTEO in dichloromethane and then filtering it using a 0.22 µm membrane. An aliquot (1 µL) of sample dilution solution was injected under a helium carrier gas with a 1 mL/min flow rate, and the split ratio was fixed at 10:1. For the mass spectrometry conditions, the electron impact ion source energy was set as 70 eV, the ion source temperature was fixed at 250°C, and the mass scan range was m/z 30–600. Mass Hunter software (Agilent Technologies, Palo Alto, USA) was used for data analysis.
2.6 Antioxidant capability assay
2.6.1 DPPH˙ free radical scavenging rate
The DPPH˙ free radical scavenging rate assay of CTO was conducted following Wu et al.’s [22] method, with minor modifications. CTO dissolved in dichloromethane was diluted to 0.15, 0.3, 0.6, 3, 6, 9, 12, and 18 mg/mL and mixed with equal volumes of DPPH˙ solution (0.1 mmol/L). The mixture was incubated in the dark for 30 min, and the absorbance at 519 nm was assayed. Dichloromethane was used as a control. Each measurement was conducted in triplicate. The DPPH˙ scavenging rates of the samples were calculated using the following equation:
where A 0 and A 1 represent the absorbance of the control and the sample, respectively.
2.6.2 ABTS˙+ free radical scavenging rate
The ABTS˙+ free radical scavenging rate was determined using a rapid assay kit (Sangon Biotech, Shanghai, China) following Luo et al. [23]. First, the ABTS˙+ solution was mixed with an oxidant solution at equal volume to prepare the working stock solution. Second, the stock solution was incubated at 20–25°C in the dark for 12–16 h and then diluted with dichloromethane solution to 0.7 absorbance at 734 nm before use. Third, 10 µL of the diluted working solution was added to the sample solution to achieve final concentrations of 0.15, 0.3, 0.6, 3, 6, 9, 12, and 18 mg/mL and then incubated at 20–25°C for 4 min. Finally, the absorbance at 734 nm was determined. Each measurement was conducted in triplicate. The ABTS˙+ antioxidant effects can be calculated using the following equation:
where A 0 and A 1 represent the absorbance of the control and the sample, respectively.
2.6.3 EC50 estimation of antioxidant activity
EC50 estimation of antioxidant activity in DPPH˙ and ABTS˙+ assays using statistical programs based on Origin Pro 9.1 [24].
2.7 Statistical analysis
All experiments were implemented in triplicate. The differences between the mean values were analyzed by the Duncan test using SPSS Statistics 20 (IBM, Armonk, NY, USA). P < 0.05 was considered a statistically significant difference.
3 Results and discussion
3.1 Effects of variables on supercritical carbon dioxide extraction
The effects of each variable on the supercritical CO2 extraction of CTO were investigated using single-factor experiments. The results are shown in Figure 1. The effects of extraction time on the yield of CTO were studied under the following conditions: 45°C extraction temperature, 35 MPa extraction pressure, and 20 L/h CO2 flow rate. As shown in Figure 1a, the yield of CTO increased, but the extraction speed decreased with the extension of the extraction time. During the experiment, we also noticed that the color of CTO became darker as time increased. Although we set the experiment as a dynamic extraction, there was still some time before the temperature and the pressure were processed to the set value. This extended the extraction time and created a static extraction period; thus, the yield reached 50% of the total yield before 0.5 h. Barjaktarović et al. [25] studied the impact of time and pressure on the supercritical CO2 extracts of Juniperus communis L. fruits and proposed that 0–0.5 h is the “initial fast extraction period.” This is consistent with this study. Apart from the oleoresin yield, the extraction time can also affect the composition of oleoresins. Therefore, cost, efficiency, and component requirements should be considered when determining the extraction time. In this study, we chose 3 h for further investigation.
The impact of temperature is displayed in Figure 1c. Clearly, the yield reaches its maximum, and higher or lower temperatures result in lower yields. When the extraction temperature is lower than 45°C, a higher temperature means accelerated molecular thermal motion, increased coefficient of mass transfer, and greater volatility and diffusion speed, which induce a higher CTO yield. However, temperatures higher than 45°C will lower the solubility of CO2 by decreasing its density. Furthermore, excessively high temperatures will destroy CTO, which is highly volatile and heat sensitive. Thus, 45oC was selected as the center point in the response surface methodology.
After the time and temperature of the center point had been chosen, the effect of extraction pressure was investigated. The pressure was fixed at 10, 15, 20, 25, and 30 MPa when the time, temperature, and CO2 flow rate were set at 3 h, 45°C, and 20 L/h. The results are shown in Figure 1b. When the extraction pressure was between 10 and 25 MPa, a higher pressure would increase the density of supercritical CO2, which has greater solubility for oleoresins. In addition, high pressure acting on materials in the vessel may accelerate the dissolution of the CTO. When pressure is higher than 25 MPa, the yield of CTO shows a downward trend. This may be due to the decrease in CO2 fluid mobility caused by high pressure over a certain value [26]. In addition, the color of the CTO becomes darker with the increased pressure, indicating that the pressure also influences the components of the CTO. Gaspar [27] discovered that as the pressure increases, more phytowax would be extracted and cause the deterioration of plant oil. Consequently, we chose 20, 25, and 30 MPa for the response surface methodology.

Effects of extraction time, extraction pressure, and extraction temperature on the yield of CTO.
3.2 Optimization of CTO SFE using response surface methodology
A three-level Box–Behnken design with three variances was constructed, setting extraction time (X 1), extraction temperature (X 2), and extraction pressure (X 3) as the variances and the CTO yield as the response value (Y), leading to 17 sets of experiments with five replicates at the center point. The results are listed in Table 3. We used Design-Expert to process the data by polynomial regression and generated the following polynomial quadratic equation:
Design and its results for the surface methodology experiment
Runs | X 1 | X 2 | X 3 | Y (yield, %) |
---|---|---|---|---|
1 | 0 | 1 | 1 | 2.81 |
2 | 0 | −1 | −1 | 1.97 |
3 | 0 | 1 | −1 | 2.74 |
4 | 0 | −1 | 1 | 2.64 |
5 | 1 | 0 | 1 | 2.99 |
6 | −1 | 0 | −1 | 2.27 |
7 | 1 | 0 | −1 | 2.80 |
8 | −1 | 0 | 1 | 2.57 |
9 | 1 | 1 | 0 | 3.04 |
10 | −1 | −1 | 0 | 2.10 |
11 | 1 | −1 | 0 | 2.53 |
12 | −1 | 1 | 0 | 2.71 |
13 | 0 | 0 | 0 | 3.03 |
14 | 0 | 0 | 0 | 3.07 |
15 | 0 | 0 | 0 | 3.13 |
16 | 0 | 0 | 0 | 3.14 |
17 | 0 | 0 | 0 | 3.16 |
Table 4 demonstrates the results of the analysis of variance. The p-value of this model is lower than 0.0001, indicating that the polynomial quadratic equation constructed by this model is extremely significant. The coefficient of determination (R 2) is 0.9869, which indicates a good fit, and 98.69% of the variability in the response originates from the selected variances [28]. The adjusted coefficient of determination (R 2 adj) is 0.9701, suggesting that 2.99% of the total variation could not be explained by the model. The lack of fit is not significant at α = 0.05, indicating that the residual is caused by errors, and the model can be used for result prediction. The visualization of the generated equation is displayed by response surfaces in Figure 2.
Results of the response surface methodology regression analysis for CTO yield
Source | Sum of squares | df | Mean square | F-value | p-value | Significance |
---|---|---|---|---|---|---|
Model | 2.12 | 9 | 0.24 | 58.71 | <0.0001 | Significant |
X 1 | 0.37 | 1 | 0.37 | 91.07 | <0.0001 | *** |
X 2 | 0.53 | 1 | 0.53 | 132.16 | <0.0001 | *** |
X 3 | 0.19 | 1 | 0.19 | 47.12 | 0.0002 | *** |
X 1 X 2 | 2.500 × 10−3 | 1 | 2.500 × 10−3 | 0.62 | 0.4559 | |
X 1 X 3 | 3.025 × 10−3 | 1 | 3.025 × 10−3 | 0.75 | 0.4141 | |
X 2 X 3 | 0.090 | 1 | 0.090 | 22.42 | 0.0021 | ** |
X 1 2 | 0.16 | 1 | 0.16 | 40.61 | 0.0004 | ** |
X 2 2 | 0.42 | 1 | 0.42 | 103.60 | <0.0001 | *** |
X 3 2 | 0.27 | 1 | 0.27 | 66.49 | <0.0001 | *** |
Residual | 0.028 | 7 | 4.014 × 10−3 | |||
Lack of fit | 0.016 | 3 | 5.458 × 10−3 | 1.86 | 0.2766 | Not significant |
Pure error | 0.012 | 4 | 2.930 × 10−3 | |||
Cor total | 2.15 | 16 | ||||
R 2 | 0.9869 | |||||
R 2 Adj | 0.9701 |
Notes: ***extremely significant (p < 0.0001); **highly significant (p < 0.01); *significant (p < 0.05).
In the model, X 1, X 2, and X 3 are all extremely significant, and the order ranked according to their p-value is as follows: X 2 (extraction pressure) > X 1 (extraction time) > X 3 (extraction temperature). The influence of variances can also be interpreted by the response surface and the contour plots. Each response surface and its corresponding contour plots represent the effect and mutual interaction of two variances against the response. From Figure 2a and b, with the increase of time or pressure, the yield of CTO first increased and then diminished. The change resulting from a pressure boost is more powerful than that of the time, suggesting that the extraction pressure has a more significant impact on the CTO yield. Figure 2c and d illustrates the effects of time and temperature. Clearly, time is slightly stronger than temperature. Figure 2e and f advocates that the pressure is a much more effective variance than the temperature. A high temperature would lead to a greater Brownian motion, beneficial to oleoresin extraction. Similarly, high pressure will enhance the solvation effect of CO2 fluid and further boost the CTO yield. However, excessively high temperature and pressure would hinder the dissolution of the CTO.
For the quadratic model generated by the response surface methodology, the first derivate of the equation can be applied to access the optimal conditions [29]. In this study, we employed Design-Expert for the calculation. The optimal condition was as follows: 27.5 MPa extraction pressure, 45.69°C extraction temperature, and 3 h extraction time. The predicted highest CTO yield was 3.163%. Considering the limitations in practice, we fixed the conditions at 27.5 MPa extraction pressure, 46°C extraction temperature, and 3 h extraction time. Under these conditions, we performed the extraction in triplicate, and the average value was 3.165%, which is consistent with the predicted value. In conclusion, the conditions optimized by the response surface methodology have good reliability and application value.
Liu et al. [30] extracted CTO under 60°C, 25 MPa, and 45 L/h CO2 flow rate for 1 h, and the yield was 11. 59% ± 0. 37%. The absolute value of the olefin content in the report was similar to that of this study, implying that Liu et al. might obtain more vegetable wax under a higher temperature. In addition, high temperature has negative effects on the quality of olefins. Thus, the CTO extracted by the present study may have higher olefin content and more potent antioxidant or antibacterial activities.

Response surface and contour line for predicted equation: (a and b) time and pressure (c and d) time and temperature, and (e and f) pressure and temperature.
3.3 Chemical composition comparison between CTO and CTEOs
GC-MS was implemented for the chemical composition analysis of CTO and CTEO. Data were processed by the normalization method in Mass Hunter loaded with the NIST 11.L library. The main components detected by the GC-MS of CTO and CTEO are shown in Table 5. CTO and CTEO have a significant difference in their chemical compositions – 49 compounds were detected in CTO, whereas only 32 compounds were distinguished in CTEO. In addition, SEF extraction obtained more alkenes than steam distillation extraction (calculated by the alkenes yield per unit material mass). However, CTEO has more kinds of alkenes than CTO. Those alkenes not detected in CTO are also relatively low in CTEO; hence, they may exist in CTO but become undetectable by GC–MS.
Main chemical components of Coreopsis tinctoria Nutt. extracted by SFE
No. | Compound | CTO (%) | CTEO (%) |
---|---|---|---|
1 | γ-Terpinene | 7.47 | |
2 | Camphene | 0.13 | |
3 | 3-Carene | 0.16 | |
4 | (+)-3-Carene | 1.11 | |
5 | o-Cymene | 1.88 | 16.54 |
6 | p-Cymene | 0.43 | |
7 | d-Limonene | 8.21 | 40.69 |
8 | Acetophenone | 0.86 | |
9 | γ-Terpinene | 0.29 | |
10 | Carveol | 2.55 | 5.71 |
11 | (−)-Carvone | 1.15 | 3.23 |
12 | 2,4,6-Trimethylbenzyl alcohol | 0.45 | |
13 | Tricyclo[5.2.1.0(1,5)]decane | 0.17 | |
14 | Cyclohexane, 2-ethenyl-1,1-dimethyl-3-methylene- | 0.13 | |
15 | Bicyclo[3.1.0]hexan-3-ol, 4-methylene-1-(1-methylethyl)-, [1S-(1α,3β,5α)]- | 0.69 | |
16 | 1,2-Dimethyl- | 1.24 | |
17 | α-Campholenal | 0.46 | |
18 | 1,3,8-p-Menthatriene | 1.17 | |
19 | 4-Terpinenyl acetate | 0.45 | |
20 | 2,4-Dimethylstyrene | 0.44 | |
21 | β-Humulene | 0.18 | |
22 | 1,2-Cyclohexanediol, 1-methyl-4-(1-methylethenyl)- | 2.35 | |
23 | Epiglobulol | 0.14 | |
24 | Lanceol | 0.18 | |
25 | (−)-β-Chamigrene | 0.12 | |
26 | Di-epi-α-cedrene | 0.26 | |
27 | γ-Himachalene | 0.19 | 3.75 |
28 | Caryophyllene | 0.21 | |
29 | δ-Selinene | 0.21 | |
30 | Cis-sesquisabinene hydrate | 0.14 | |
31 | Ascaridole epoxide | 0.18 | |
32 | 1,5,5-Trimethyl-6-methylene-cyclohexene | 0.25 | |
33 | 1,4-Cyclohexadiene, 3-ethenyl-1,2-dimethyl- | 1.24 | |
34 | Thymol | 0.28 | |
35 | Bicyclo[5.2.0]nonane, 2-methylene-4,8,8-trimethyl-4-vinyl- | 0.15 | |
36 | Bicyclo[3.1.1]hept-2-ene, 2,6-dimethyl-6-(4-methyl-3pentenyl) | 2.39 | |
37 | Naphthalene | 0.16 | |
38 | 3-Cyclohexene-1-acetaldehyde, α,4-dimethyl- | 0.33 | |
39 | Benzene, 1-(1,5-dimethyl-4-hexenyl)-4-methyl | 0.31 | 0.69 |
40 | γ-Muurolene | 1.64 | |
41 | Dodecanoic acid | 0.12 | |
42 | Trans-Z-α-bisabolene epoxide | 0.06 | |
43 | Trans-longipinocarveol | 0.10 | |
44 | (−)-Spathulenol | 0.27 | |
45 | Alloaromadendrene oxide | 0.59 | |
46 | Aromadendrene oxide | 0.08 | |
47 | Aromadendrene, dehydro- | 0.18 | |
48 | Isoaromadendrene epoxide | 0.07 | |
49 | Tricyclo[6.3.0.0(1,5)]undec-2en-4-one, 2,3,5,9-tetramethyl- | 0.58 | |
50 | Fluorene | 3.89 | 4.95 |
51 | Trans-longipinocarveol | 0.22 | |
52 | Ledene oxide-(II) | 0.15 | |
53 | Berkheyaradulene | 0.24 | |
59 | Phytol, acetate | 0.45 | |
60 | 9,12-Octadecadienoic acid (Z, Z) | 4.01 | |
61 | 9,12,15-Octadecatrienoic acid, (Z, Z, Z) | 2.04 | |
62 | Eicosane | 1.88 | |
63 | Behenic alcohol | 5.03 | |
64 | Heneicosane | 5.94 | 0.72 |
65 | 1-Dodecanol, 2-octyl | 16.21 | |
66 | Squalene | 1.88 | |
67 | Acetic acid, chloro-, octadecyl ester | 2.15 | |
68 | Pentacosane | 14.07 | |
69 | Tetradecane, 2,6,10-trimethyl | 1.59 | |
70 | Tetracosane | 5.28 | |
71 | Phytol | 0.94 | 0.24 |
Total | 91.67 | 93.22 |
2-Octyl-1-dodecanol, pentacosane, and d-limonene are the three most abundant compounds in CTO, accounting for 16.21, 14.07, and 8.21% of the total peak area. 2-Octyl-1-dodecanol and pentacosane are waxes of plant cuticles [31]. 2-Octyl-1-dodecanol can be used as an emulsifier, solvent, and thickening agent, indicating the further exploitation of C. tinctoria. Pentacosane is a kind of higher aliphatic hydrocarbon that is common in plant SFE extract. d-Limonene is the highest compound in CTO alkenes, accounting for 18.15% of the total peak area. It is a monoterpene with several biological activities, including antioxidant, anticancer, asthmatic, anti-inflammatory, and antimicrobial effects [32], and has been widely applied as a food preservative [33]. γ-Muurolene and o-cymene are also important contents in CTO, accounting for 1.88 and 1.64%, respectively. γ-Muurolene, a sesquiterpene that is rich in Cananga odorata (Lam.) Hook.f. & Thomson and birch bud essential oils, is famous for its special scent. o-Cymene and its isomer, p-cymene, are derivatives of α-pinene and play a synergistic role in the antibacterial process of Thymus mongolicus Ronn essential oils [34]. Free fatty acids and fatty acid esters are two other kinds of important compounds in CTO, accounting for 7.76% of the total peak area, including linoleic acid, linolenic acid, and lauric acid. Reportedly, these free fatty acids are bioactive compounds. For instance, linoleic acid has a potent antibacterial effect against Mycobacterium tuberculosis in the MGIT 960 system, and its minimum inhibitory concentration is 200 μg/mL [35]. It is noteworthy that acetic acid, chloro-, octadecyl ester is unlikely to be found naturally in C. tinctoria Nutt. This may be due to environmental contamination or a mismatch in the libraries. Further study is needed to confirm the origin of this substance.
3.4 Antioxidant activities
The DPPH˙ and ABTS˙+ free radical scavenging capabilities of CTO were assayed, and Trolox was used as the positive control. The results are displayed in Figure 3. Evidently, CTO has a strong free radical scavenging capacity, and its EC50 against DPPH˙ and ABTS˙+ is 1.54 and 1.07 mg/mL, respectively. In earlier reports, SFE extracts always exhibit high antioxidant effects due to their mild extraction conditions and protection by supercritical CO2 [36,37]. Teixeira et al. [38] tested 17 kinds of commercial essential oils and found that while seven essential oils had EC50 ranging from 0.04 mg/mL to 10.4 mg/mL, others had almost no antioxidant capacity. In contrast, CTO has a strong antioxidant capacity. However, several studies have reported that oleoresins from different plants have a much more potent DPPH˙ free radical scavenging ability than the CTO extracted in this study [5,39,40], which may be due to the differences in extraction methods. The solvent extraction they used could extract many nonvolatile antioxidant compounds, such as flavones, leading to high free radical scavenging rates. The relatively low scavenging rate of CTO suggests that the SFE conditions optimized in this study did not extract flavones and other similar compounds. Thus, the flowers that have been extracted by SFE to obtain oleoresin can be used for further flavonoid extraction.

DPPH˙ free radical scavenging rate (a) and ABTS˙+ free radical scavenging rate (b) of CTO.
4 Conclusion
In conclusion, this study constructed a CTO SFE extraction method with conditions optimized using response surface methodology. The optimal conditions were 27.5 MPa as the extraction pressure, 45.69°C as the extraction temperature, and 3 h as the extraction time. The maximum CTO yield was 3.163%. The chemical composition of CTO was analyzed and compared with that of CTEO. Furthermore, the antioxidant effects of CTO were determined through DPPH˙ and ABTS˙+ free radical scavenging assays. CTO had more abundant components than CTEO and had higher alkene content. The antioxidant activities of CTO were excellent, and its EC50 against DPPH˙ and ABTS˙+ was 1.54 and 1.07 mg/mL, respectively. We hope this study provides theoretical guidance for CTO extraction and new insights into the further exploitation and application of C. tinctoria.
-
Funding information: This study was supported by the Zhejiang Provincial Public Welfare Technology Application Research Project (No. LGF18C200002) and the Scientific and Technology Project of Zhejiang Province, China (No. 2017C26004).
-
Conflict of interest: Authors state no conflict of interest.
-
Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
Appendix

GC-MS chromatograms of CTO (a) and CTEO (b).
References
[1] Smith SM, Deng Z. Pollen-mediated gene flow from Coreopsis tinctoria to Coreopsis leavenworthii: Inheritance of morphological markers and determination of gene flow rates as affected by separation distances. J Am Soc Horticultural Sci. 2012;137(3):173–9.10.21273/JASHS.137.3.173Search in Google Scholar
[2] Guo L, Zhang W, Li S, Ho C-T. Chemical and nutraceutical properties of Coreopsis tinctoria. J Funct Foods. 2015;13:11–20.10.1016/j.jff.2014.11.011Search in Google Scholar
[3] Ma Z, Zheng S, Han H, Meng J, Yang X, Zeng S, et al. The bioactive components of Coreopsis tinctoria (Asteraceae) capitula: Antioxidant activity in vitro and profile in rat plasma. J Funct Foods. 2016;20:575–86.10.1016/j.jff.2015.11.023Search in Google Scholar
[4] Yang Q, Sun YH, Zhang L, Xu L, Hu MY, Liu XY, et al. Antihypertensive effects of extract from flower buds of Coreopsis tinctoria on spontaneously hypertensive rats. Chin Herb Med. 2014;6(2):103–9.10.1016/S1674-6384(14)60015-0Search in Google Scholar
[5] Upadhyay R, Mishra HN. Antioxidant activity measurement of oleoresin from rosemary and sage. Ind Crop Products. 2014;61:453–9.10.1016/j.indcrop.2014.07.043Search in Google Scholar
[6] Varakumar S, Umesh KV, Singhal RS. Enhanced extraction of oleoresin from ginger (Zingiber officinale) rhizome powder using enzyme-assisted three phase partitioning. Food Chem. 2017;216:27–36.10.1016/j.foodchem.2016.07.180Search in Google Scholar PubMed
[7] Campos LMAS, Michielin EMZ, Danielski L, Ferreira SRS. Experimental data and modeling the supercritical fluid extraction of marigold (Calendula officinalis) oleoresin. J Supercrit Fluids. 2005;34(2):163–70.10.1016/j.supflu.2004.11.010Search in Google Scholar
[8] Shaikh J, Bhosale R, Singhal R. Microencapsulation of black pepper oleoresin. Food Chem. 2006;94(1):105–10.10.1016/j.foodchem.2004.10.056Search in Google Scholar
[9] Soldan A, Arvelos S, Watanabe RO, Hori CE. Supercritical fluid extraction of oleoresin from Capsicum annuum industrial waste. J Clean Prod. 2021;297(6):126593.10.1016/j.jclepro.2021.126593Search in Google Scholar
[10] Balani PC, Kalnar YB, Vyas DM, Suthar SH. Extraction of oleoresin from rotten onion by supercritical CO2 extraction method. Green Farming. 2020;5(4):648–52.Search in Google Scholar
[11] Govindarajan V, Narasimhan S, Raghuveer K, Lewis Y, Stahl WH. Cardamom—Production, technology, chemistry, and quality. Crit Rev Food Sci & Nutr. 1982;16(3):229–326.10.1080/10408398209527337Search in Google Scholar PubMed
[12] Singh S, Das S, Singh G, Schuff C, de Lampasona MP, Catalan CA. Composition, in vitro antioxidant and antimicrobial activities of essential oil and oleoresins obtained from black cumin seeds (Nigella sativa L.). BioMed Res Int. 2014;2014:2014.10.1155/2014/918209Search in Google Scholar
[13] Decarlo A, Zeng T, Dosoky NS, Satyal P, Setzer WN. The essential oil composition and antimicrobial activity of Liquidambar formosana oleoresin. Plants. 2020;9(7):822.10.3390/plants9070822Search in Google Scholar
[14] Nagavekar N, Singhal RS. Enhanced extraction of oleoresin from Piper nigrum by supercritical carbon dioxide using ethanol as a co-solvent and its bioactivity profile. J Food Process Eng. 2018;41(1):1–12.10.1111/jfpe.12670Search in Google Scholar
[15] Pereira CG, Meireles MAA. Supercritical fluid extraction of bioactive compounds: Fundamentals, applications and economic perspectives. Food Bioprocess Technol. 2010;3(3):340–72.10.1007/s11947-009-0263-2Search in Google Scholar
[16] Venditti A. What is and what should never be: artifacts, improbable phytochemicals, contaminants and natural products. Nat Product Res. 2020;34(7):1014–31.10.1080/14786419.2018.1543674Search in Google Scholar
[17] Assis LM, Sebastião Silva Pinto J, Mauro Lanças F. Comparison among different extraction methods (PFE, SFE, Sonication, Soxhlet) for the isolation of organic compounds from coal. J Microcolumn Sep. 2000;12(5):292–301.10.1002/(SICI)1520-667X(2000)12:5<292::AID-MCS3>3.0.CO;2-XSearch in Google Scholar
[18] Ilgaz S, Sat IG, Polat A. Effects of processing parameters on the caffeine extraction yield during decaffeination of black tea using pilot-scale supercritical carbon dioxide extraction technique. J Food Sci Technol. 2018;55:1407–15.10.1007/s13197-018-3055-8Search in Google Scholar
[19] González-Alejo F, Barajas-Fernández J, Olán-Acosta M, Lagunes-Gálvez L, García-Alamilla P. Supercritical fluid extraction of fat and caffeine with theobromine retention in the cocoa shell. Processes. 2019;7(6):385.10.3390/pr7060385Search in Google Scholar
[20] Shukla A, Naik SN, Goud VV, Das C. Supercritical CO2 extraction and online fractionation of dry ginger for production of high-quality volatile oil and gingerols enriched oleoresin. Ind Crop Products. 2019;130:352–62.10.1016/j.indcrop.2019.01.005Search in Google Scholar
[21] Wu JN, Shu Q, Niu YW, Jiao YC, Chen QH. Preparation, characterization, and antibacterial effects of chitosan nanoparticles embedded with essential oils synthesized in an ionic liquid containing system. J Agric Food Chem. 2018;66(27):7006–14.10.1021/acs.jafc.8b01428Search in Google Scholar
[22] Wu J, Niu Y, Jiao Y, Chen Q. Fungal chitosan from Agaricus bisporus (Lange) Sing. Chaidam increased the stability and antioxidant activity of liposomes modified with biosurfactants and loading betulinic acid. Int J Biol Macromol. 2019;123:291–9.10.1016/j.ijbiomac.2018.11.062Search in Google Scholar
[23] Luo J, Li L, Kong L. Preparative separation of phenylpropenoid glycerides from the bulbs of Lilium lancifolium by high-speed counter-current chromatography and evaluation of their antioxidant activities. Food Chem. 2012;131(3):1056–62.10.1016/j.foodchem.2011.09.112Search in Google Scholar
[24] Chen Z, Bertin R, Froldi G. EC50 estimation of antioxidant activity in DPPH assay using several statistical programs. Food Chem. 2013;138(1):414–20.10.1016/j.foodchem.2012.11.001Search in Google Scholar
[25] Barjaktarović B, Sovilj M, Knez Ž. Chemical composition of Juniperus communis L. fruits supercritical CO2 extracts: Dependence on pressure and extraction time. J Agric Food Chem. 2005;53(7):2630–6.10.1021/jf048244gSearch in Google Scholar
[26] Niu D, Huang Q, huang H, Zhou H, Zhou L, Wang D. Study on the optimal extraction technology of oleoresin from Piper sarmentosum Roxb. with supercritical CO2 fluid. Food Ind. 2016;4:34–7.Search in Google Scholar
[27] Gaspar F. Extraction of essential oils and cuticular waxes with compressed CO2: Effect of extraction pressure and temperature. Ind Eng Chem Res. 2002;41(10):2497–503.10.1021/ie010883iSearch in Google Scholar
[28] Liu C, Wang C-H, Liu J, Xu L, Xiang W, Wang Y-C. Optimization of microwave-assisted technology for extracting 1-deoxynojirimycin from mulberry tea by response surface methodology. Food Sci Technol Res. 2014;20(3):599–605.10.3136/fstr.20.599Search in Google Scholar
[29] Bezerra MA, Santelli RE, Oliveira EP, Villar LS, Escaleira LA. Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta. 2008;76(5):965–77.10.1016/j.talanta.2008.05.019Search in Google Scholar
[30] Liu W, Pan X, Liu J, Liu B, Qi Y, Liu Y. Study on supercritical CO2 extraction technology and composition analysis of Coreopsis tinctoria. Food Nutr China. 2014;20(10):55–9.Search in Google Scholar
[31] Mladenova K, Stoianova-Ivanova B, Camaggi CM. Composition of neutral components in flower wax of some decorative roses. Phytochemistry. 1977;16(2):269–72.10.1016/S0031-9422(00)86800-4Search in Google Scholar
[32] Lang G, Buchbauer G. A review on recent research results (2008–2010) on essential oils as antimicrobials and antifungals. A review. Flavour Fragr J. 2012;27(1):13–39.10.1002/ffj.2082Search in Google Scholar
[33] Kim J-S, Kim Y. The inhibitory effect of natural bioactives on the growth of pathogenic bacteria. Nutr Res Pract. 2007;1(4):273–8.10.4162/nrp.2007.1.4.273Search in Google Scholar PubMed PubMed Central
[34] Abdollahzadeh E, Rezaei M, Hosseini H. Antibacterial activity of plant essential oils and extracts: The role of thyme essential oil, nisin, and their combination to control Listeria monocytogenes inoculated in minced fish meat. Food Control. 2014;35(1):177–83.10.1016/j.foodcont.2013.07.004Search in Google Scholar
[35] Choi WH. Evaluation of anti-tubercular activity of linolenic acid and conjugated-linoleic acid as effective inhibitors against Mycobacterium tuberculosis. Asian Pac J Tropical Med. 2016;9(2):125–9.10.1016/j.apjtm.2016.01.021Search in Google Scholar PubMed
[36] Zheng J, Chen Y, Yao F, Chen W, Shi G. Chemical composition and antioxidant/antimicrobial activities in supercritical carbon dioxide fluid extract of Gloiopeltis tenax. Mar Drugs. 2012;10(12):2634–47.10.3390/md10122634Search in Google Scholar PubMed PubMed Central
[37] Herzi N, Camy S, Bouajila J, Destrac P, Romdhane M, Condoret J-S. Supercritical CO2 extraction of Tetraclinis articulata: Chemical composition, antioxidant activity and mathematical modeling. J Supercrit Fluids. 2013;82:72–82.10.1016/j.supflu.2013.06.007Search in Google Scholar
[38] Teixeira B, Marques A, Ramos C, Neng NR, Nogueira JMF, Saraiva JA, et al. Chemical composition and antibacterial and antioxidant properties of commercial essential oils. Ind Crop Products. 2013;43:587–95.10.1016/j.indcrop.2012.07.069Search in Google Scholar
[39] Dang Q, Phan N. Optimization of supercritical CO2 extraction of oleoresin from black pepper (Piper nigrum L.) and antioxidant capacity of the oleoresin. Int Food Res J. 2014;21(4):1489–93.Search in Google Scholar
[40] Bellik Y, Benabdesselam F, Ayad A, Dahmani Z, Boukraa L, Nemmar A, et al. Antioxidant activity of the essential oil and oleoresin of Zingiber officinale Roscoe as affected by chemical environment. Int J Food Prop. 2013;16(6):1304–13.10.1080/10942912.2011.584257Search in Google Scholar
© 2022 Yiyi Qiu and Hui Ruan, published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Biomedical Sciences
- Effects of direct oral anticoagulants dabigatran and rivaroxaban on the blood coagulation function in rabbits
- The mother of all battles: Viruses vs humans. Can humans avoid extinction in 50–100 years?
- Knockdown of G1P3 inhibits cell proliferation and enhances the cytotoxicity of dexamethasone in acute lymphoblastic leukemia
- LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme
- Association study of CLDN14 variations in patients with kidney stones
- Concanavalin A-induced autoimmune hepatitis model in mice: Mechanisms and future outlook
- Regulation of miR-30b in cancer development, apoptosis, and drug resistance
- Informatic analysis of the pulmonary microecology in non-cystic fibrosis bronchiectasis at three different stages
- Swimming attenuates tumor growth in CT-26 tumor-bearing mice and suppresses angiogenesis by mediating the HIF-1α/VEGFA pathway
- Characterization of intestinal microbiota and serum metabolites in patients with mild hepatic encephalopathy
- Functional conservation and divergence in plant-specific GRF gene family revealed by sequences and expression analysis
- Application of the FLP/LoxP-FRT recombination system to switch the eGFP expression in a model prokaryote
- Biomedical evaluation of antioxidant properties of lamb meat enriched with iodine and selenium
- Intravenous infusion of the exosomes derived from human umbilical cord mesenchymal stem cells enhance neurological recovery after traumatic brain injury via suppressing the NF-κB pathway
- Effect of dietary pattern on pregnant women with gestational diabetes mellitus and its clinical significance
- Potential regulatory mechanism of TNF-α/TNFR1/ANXA1 in glioma cells and its role in glioma cell proliferation
- Effect of the genetic mutant G71R in uridine diphosphate-glucuronosyltransferase 1A1 on the conjugation of bilirubin
- Quercetin inhibits cytotoxicity of PC12 cells induced by amyloid-beta 25–35 via stimulating estrogen receptor α, activating ERK1/2, and inhibiting apoptosis
- Nutrition intervention in the management of novel coronavirus pneumonia patients
- circ-CFH promotes the development of HCC by regulating cell proliferation, apoptosis, migration, invasion, and glycolysis through the miR-377-3p/RNF38 axis
- Bmi-1 directly upregulates glucose transporter 1 in human gastric adenocarcinoma
- Lacunar infarction aggravates the cognitive deficit in the elderly with white matter lesion
- Hydroxysafflor yellow A improved retinopathy via Nrf2/HO-1 pathway in rats
- Comparison of axon extension: PTFE versus PLA formed by a 3D printer
- Elevated IL-35 level and iTr35 subset increase the bacterial burden and lung lesions in Mycobacterium tuberculosis-infected mice
- A case report of CAT gene and HNF1β gene variations in a patient with early-onset diabetes
- Study on the mechanism of inhibiting patulin production by fengycin
- SOX4 promotes high-glucose-induced inflammation and angiogenesis of retinal endothelial cells by activating NF-κB signaling pathway
- Relationship between blood clots and COVID-19 vaccines: A literature review
- Analysis of genetic characteristics of 436 children with dysplasia and detailed analysis of rare karyotype
- Bioinformatics network analyses of growth differentiation factor 11
- NR4A1 inhibits the epithelial–mesenchymal transition of hepatic stellate cells: Involvement of TGF-β–Smad2/3/4–ZEB signaling
- Expression of Zeb1 in the differentiation of mouse embryonic stem cell
- Study on the genetic damage caused by cadmium sulfide quantum dots in human lymphocytes
- Association between single-nucleotide polymorphisms of NKX2.5 and congenital heart disease in Chinese population: A meta-analysis
- Assessment of the anesthetic effect of modified pentothal sodium solution on Sprague-Dawley rats
- Genetic susceptibility to high myopia in Han Chinese population
- Potential biomarkers and molecular mechanisms in preeclampsia progression
- Silencing circular RNA-friend leukemia virus integration 1 restrained malignancy of CC cells and oxaliplatin resistance by disturbing dyskeratosis congenita 1
- Endostar plus pembrolizumab combined with a platinum-based dual chemotherapy regime for advanced pulmonary large-cell neuroendocrine carcinoma as a first-line treatment: A case report
- The significance of PAK4 in signaling and clinicopathology: A review
- Sorafenib inhibits ovarian cancer cell proliferation and mobility and induces radiosensitivity by targeting the tumor cell epithelial–mesenchymal transition
- Characterization of rabbit polyclonal antibody against camel recombinant nanobodies
- Active legumain promotes invasion and migration of neuroblastoma by regulating epithelial-mesenchymal transition
- Effect of cell receptors in the pathogenesis of osteoarthritis: Current insights
- MT-12 inhibits the proliferation of bladder cells in vitro and in vivo by enhancing autophagy through mitochondrial dysfunction
- Study of hsa_circRNA_000121 and hsa_circRNA_004183 in papillary thyroid microcarcinoma
- BuyangHuanwu Decoction attenuates cerebral vasospasm caused by subarachnoid hemorrhage in rats via PI3K/AKT/eNOS axis
- Effects of the interaction of Notch and TLR4 pathways on inflammation and heart function in septic heart
- Monosodium iodoacetate-induced subchondral bone microstructure and inflammatory changes in an animal model of osteoarthritis
- A rare presentation of type II Abernethy malformation and nephrotic syndrome: Case report and review
- Rapid death due to pulmonary epithelioid haemangioendothelioma in several weeks: A case report
- Hepatoprotective role of peroxisome proliferator-activated receptor-α in non-cancerous hepatic tissues following transcatheter arterial embolization
- Correlation between peripheral blood lymphocyte subpopulations and primary systemic lupus erythematosus
- A novel SLC8A1-ALK fusion in lung adenocarcinoma confers sensitivity to alectinib: A case report
- β-Hydroxybutyrate upregulates FGF21 expression through inhibition of histone deacetylases in hepatocytes
- Identification of metabolic genes for the prediction of prognosis and tumor microenvironment infiltration in early-stage non-small cell lung cancer
- BTBD10 inhibits glioma tumorigenesis by downregulating cyclin D1 and p-Akt
- Mucormycosis co-infection in COVID-19 patients: An update
- Metagenomic next-generation sequencing in diagnosing Pneumocystis jirovecii pneumonia: A case report
- Long non-coding RNA HOXB-AS1 is a prognostic marker and promotes hepatocellular carcinoma cells’ proliferation and invasion
- Preparation and evaluation of LA-PEG-SPION, a targeted MRI contrast agent for liver cancer
- Proteomic analysis of the liver regulating lipid metabolism in Chaohu ducks using two-dimensional electrophoresis
- Nasopharyngeal tuberculosis: A case report
- Characterization and evaluation of anti-Salmonella enteritidis activity of indigenous probiotic lactobacilli in mice
- Aberrant pulmonary immune response of obese mice to periodontal infection
- Bacteriospermia – A formidable player in male subfertility
- In silico and in vivo analysis of TIPE1 expression in diffuse large B cell lymphoma
- Effects of KCa channels on biological behavior of trophoblasts
- Interleukin-17A influences the vulnerability rather than the size of established atherosclerotic plaques in apolipoprotein E-deficient mice
- Multiple organ failure and death caused by Staphylococcus aureus hip infection: A case report
- Prognostic signature related to the immune environment of oral squamous cell carcinoma
- Primary and metastatic squamous cell carcinoma of the thyroid gland: Two case reports
- Neuroprotective effects of crocin and crocin-loaded niosomes against the paraquat-induced oxidative brain damage in rats
- Role of MMP-2 and CD147 in kidney fibrosis
- Geometric basis of action potential of skeletal muscle cells and neurons
- Babesia microti-induced fulminant sepsis in an immunocompromised host: A case report and the case-specific literature review
- Role of cerebellar cortex in associative learning and memory in guinea pigs
- Application of metagenomic next-generation sequencing technique for diagnosing a specific case of necrotizing meningoencephalitis caused by human herpesvirus 2
- Case report: Quadruple primary malignant neoplasms including esophageal, ureteral, and lung in an elderly male
- Long non-coding RNA NEAT1 promotes angiogenesis in hepatoma carcinoma via the miR-125a-5p/VEGF pathway
- Osteogenic differentiation of periodontal membrane stem cells in inflammatory environments
- Knockdown of SHMT2 enhances the sensitivity of gastric cancer cells to radiotherapy through the Wnt/β-catenin pathway
- Continuous renal replacement therapy combined with double filtration plasmapheresis in the treatment of severe lupus complicated by serious bacterial infections in children: A case report
- Simultaneous triple primary malignancies, including bladder cancer, lymphoma, and lung cancer, in an elderly male: A case report
- Preclinical immunogenicity assessment of a cell-based inactivated whole-virion H5N1 influenza vaccine
- One case of iodine-125 therapy – A new minimally invasive treatment of intrahepatic cholangiocarcinoma
- S1P promotes corneal trigeminal neuron differentiation and corneal nerve repair via upregulating nerve growth factor expression in a mouse model
- Early cancer detection by a targeted methylation assay of circulating tumor DNA in plasma
- Calcifying nanoparticles initiate the calcification process of mesenchymal stem cells in vitro through the activation of the TGF-β1/Smad signaling pathway and promote the decay of echinococcosis
- Evaluation of prognostic markers in patients infected with SARS-CoV-2
- N6-Methyladenosine-related alternative splicing events play a role in bladder cancer
- Characterization of the structural, oxidative, and immunological features of testis tissue from Zucker diabetic fatty rats
- Effects of glucose and osmotic pressure on the proliferation and cell cycle of human chorionic trophoblast cells
- Investigation of genotype diversity of 7,804 norovirus sequences in humans and animals of China
- Characteristics and karyotype analysis of a patient with turner syndrome complicated with multiple-site tumors: A case report
- Aggravated renal fibrosis is positively associated with the activation of HMGB1-TLR2/4 signaling in STZ-induced diabetic mice
- Distribution characteristics of SARS-CoV-2 IgM/IgG in false-positive results detected by chemiluminescent immunoassay
- SRPX2 attenuated oxygen–glucose deprivation and reperfusion-induced injury in cardiomyocytes via alleviating endoplasmic reticulum stress-induced apoptosis through targeting PI3K/Akt/mTOR axis
- Aquaporin-8 overexpression is involved in vascular structure and function changes in placentas of gestational diabetes mellitus patients
- Relationship between CRP gene polymorphisms and ischemic stroke risk: A systematic review and meta-analysis
- Effects of growth hormone on lipid metabolism and sexual development in pubertal obese male rats
- Cloning and identification of the CTLA-4IgV gene and functional application of vaccine in Xinjiang sheep
- Antitumor activity of RUNX3: Upregulation of E-cadherin and downregulation of the epithelial–mesenchymal transition in clear-cell renal cell carcinoma
- PHF8 promotes osteogenic differentiation of BMSCs in old rat with osteoporosis by regulating Wnt/β-catenin pathway
- A review of the current state of the computer-aided diagnosis (CAD) systems for breast cancer diagnosis
- Bilateral dacryoadenitis in adult-onset Still’s disease: A case report
- A novel association between Bmi-1 protein expression and the SUVmax obtained by 18F-FDG PET/CT in patients with gastric adenocarcinoma
- The role of erythrocytes and erythroid progenitor cells in tumors
- Relationship between platelet activation markers and spontaneous abortion: A meta-analysis
- Abnormal methylation caused by folic acid deficiency in neural tube defects
- Silencing TLR4 using an ultrasound-targeted microbubble destruction-based shRNA system reduces ischemia-induced seizures in hyperglycemic rats
- Plant Sciences
- Seasonal succession of bacterial communities in cultured Caulerpa lentillifera detected by high-throughput sequencing
- Cloning and prokaryotic expression of WRKY48 from Caragana intermedia
- Novel Brassica hybrids with different resistance to Leptosphaeria maculans reveal unbalanced rDNA signal patterns
- Application of exogenous auxin and gibberellin regulates the bolting of lettuce (Lactuca sativa L.)
- Phytoremediation of pollutants from wastewater: A concise review
- Genome-wide identification and characterization of NBS-encoding genes in the sweet potato wild ancestor Ipomoea trifida (H.B.K.)
- Alleviative effects of magnetic Fe3O4 nanoparticles on the physiological toxicity of 3-nitrophenol to rice (Oryza sativa L.) seedlings
- Selection and functional identification of Dof genes expressed in response to nitrogen in Populus simonii × Populus nigra
- Study on pecan seed germination influenced by seed endocarp
- Identification of active compounds in Ophiopogonis Radix from different geographical origins by UPLC-Q/TOF-MS combined with GC-MS approaches
- The entire chloroplast genome sequence of Asparagus cochinchinensis and genetic comparison to Asparagus species
- Genome-wide identification of MAPK family genes and their response to abiotic stresses in tea plant (Camellia sinensis)
- Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
- Cloning and expression analysis of SERK1 gene in Diospyros lotus
- Integrated metabolomic and transcriptomic profiling revealed coping mechanisms of the edible and medicinal homologous plant Plantago asiatica L. cadmium resistance
- A missense variant in NCF1 is associated with susceptibility to unexplained recurrent spontaneous abortion
- Assessment of drought tolerance indices in faba bean genotypes under different irrigation regimes
- The entire chloroplast genome sequence of Asparagus setaceus (Kunth) Jessop: Genome structure, gene composition, and phylogenetic analysis in Asparagaceae
- Food Science
- Dietary food additive monosodium glutamate with or without high-lipid diet induces spleen anomaly: A mechanistic approach on rat model
- Binge eating disorder during COVID-19
- Potential of honey against the onset of autoimmune diabetes and its associated nephropathy, pancreatitis, and retinopathy in type 1 diabetic animal model
- FTO gene expression in diet-induced obesity is downregulated by Solanum fruit supplementation
- Physical activity enhances fecal lactobacilli in rats chronically drinking sweetened cola beverage
- Supercritical CO2 extraction, chemical composition, and antioxidant effects of Coreopsis tinctoria Nutt. oleoresin
- Functional constituents of plant-based foods boost immunity against acute and chronic disorders
- Effect of selenium and methods of protein extraction on the proteomic profile of Saccharomyces yeast
- Microbial diversity of milk ghee in southern Gansu and its effect on the formation of ghee flavor compounds
- Ecology and Environmental Sciences
- Effects of heavy metals on bacterial community surrounding Bijiashan mining area located in northwest China
- Microorganism community composition analysis coupling with 15N tracer experiments reveals the nitrification rate and N2O emissions in low pH soils in Southern China
- Genetic diversity and population structure of Cinnamomum balansae Lecomte inferred by microsatellites
- Preliminary screening of microplastic contamination in different marine fish species of Taif market, Saudi Arabia
- Plant volatile organic compounds attractive to Lygus pratensis
- Effects of organic materials on soil bacterial community structure in long-term continuous cropping of tomato in greenhouse
- Effects of soil treated fungicide fluopimomide on tomato (Solanum lycopersicum L.) disease control and plant growth
- Prevalence of Yersinia pestis among rodents captured in a semi-arid tropical ecosystem of south-western Zimbabwe
- Effects of irrigation and nitrogen fertilization on mitigating salt-induced Na+ toxicity and sustaining sea rice growth
- Bioengineering and Biotechnology
- Poly-l-lysine-caused cell adhesion induces pyroptosis in THP-1 monocytes
- Development of alkaline phosphatase-scFv and its use for one-step enzyme-linked immunosorbent assay for His-tagged protein detection
- Development and validation of a predictive model for immune-related genes in patients with tongue squamous cell carcinoma
- Agriculture
- Effects of chemical-based fertilizer replacement with biochar-based fertilizer on albic soil nutrient content and maize yield
- Genome-wide identification and expression analysis of CPP-like gene family in Triticum aestivum L. under different hormone and stress conditions
- Agronomic and economic performance of mung bean (Vigna radiata L.) varieties in response to rates of blended NPS fertilizer in Kindo Koysha district, Southern Ethiopia
- Influence of furrow irrigation regime on the yield and water consumption indicators of winter wheat based on a multi-level fuzzy comprehensive evaluation
- Discovery of exercise-related genes and pathway analysis based on comparative genomes of Mongolian originated Abaga and Wushen horse
- Lessons from integrated seasonal forecast-crop modelling in Africa: A systematic review
- Evolution trend of soil fertility in tobacco-planting area of Chenzhou, Hunan Province, China
- Animal Sciences
- Morphological and molecular characterization of Tatera indica Hardwicke 1807 (Rodentia: Muridae) from Pothwar, Pakistan
- Research on meat quality of Qianhua Mutton Merino sheep and Small-tail Han sheep
- SI: A Scientific Memoir
- Suggestions on leading an academic research laboratory group
- My scientific genealogy and the Toronto ACDC Laboratory, 1988–2022
- Erratum
- Erratum to “Changes of immune cells in patients with hepatocellular carcinoma treated by radiofrequency ablation and hepatectomy, a pilot study”
- Erratum to “A two-microRNA signature predicts the progression of male thyroid cancer”
- Retraction
- Retraction of “Lidocaine has antitumor effect on hepatocellular carcinoma via the circ_DYNC1H1/miR-520a-3p/USP14 axis”
Articles in the same Issue
- Biomedical Sciences
- Effects of direct oral anticoagulants dabigatran and rivaroxaban on the blood coagulation function in rabbits
- The mother of all battles: Viruses vs humans. Can humans avoid extinction in 50–100 years?
- Knockdown of G1P3 inhibits cell proliferation and enhances the cytotoxicity of dexamethasone in acute lymphoblastic leukemia
- LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme
- Association study of CLDN14 variations in patients with kidney stones
- Concanavalin A-induced autoimmune hepatitis model in mice: Mechanisms and future outlook
- Regulation of miR-30b in cancer development, apoptosis, and drug resistance
- Informatic analysis of the pulmonary microecology in non-cystic fibrosis bronchiectasis at three different stages
- Swimming attenuates tumor growth in CT-26 tumor-bearing mice and suppresses angiogenesis by mediating the HIF-1α/VEGFA pathway
- Characterization of intestinal microbiota and serum metabolites in patients with mild hepatic encephalopathy
- Functional conservation and divergence in plant-specific GRF gene family revealed by sequences and expression analysis
- Application of the FLP/LoxP-FRT recombination system to switch the eGFP expression in a model prokaryote
- Biomedical evaluation of antioxidant properties of lamb meat enriched with iodine and selenium
- Intravenous infusion of the exosomes derived from human umbilical cord mesenchymal stem cells enhance neurological recovery after traumatic brain injury via suppressing the NF-κB pathway
- Effect of dietary pattern on pregnant women with gestational diabetes mellitus and its clinical significance
- Potential regulatory mechanism of TNF-α/TNFR1/ANXA1 in glioma cells and its role in glioma cell proliferation
- Effect of the genetic mutant G71R in uridine diphosphate-glucuronosyltransferase 1A1 on the conjugation of bilirubin
- Quercetin inhibits cytotoxicity of PC12 cells induced by amyloid-beta 25–35 via stimulating estrogen receptor α, activating ERK1/2, and inhibiting apoptosis
- Nutrition intervention in the management of novel coronavirus pneumonia patients
- circ-CFH promotes the development of HCC by regulating cell proliferation, apoptosis, migration, invasion, and glycolysis through the miR-377-3p/RNF38 axis
- Bmi-1 directly upregulates glucose transporter 1 in human gastric adenocarcinoma
- Lacunar infarction aggravates the cognitive deficit in the elderly with white matter lesion
- Hydroxysafflor yellow A improved retinopathy via Nrf2/HO-1 pathway in rats
- Comparison of axon extension: PTFE versus PLA formed by a 3D printer
- Elevated IL-35 level and iTr35 subset increase the bacterial burden and lung lesions in Mycobacterium tuberculosis-infected mice
- A case report of CAT gene and HNF1β gene variations in a patient with early-onset diabetes
- Study on the mechanism of inhibiting patulin production by fengycin
- SOX4 promotes high-glucose-induced inflammation and angiogenesis of retinal endothelial cells by activating NF-κB signaling pathway
- Relationship between blood clots and COVID-19 vaccines: A literature review
- Analysis of genetic characteristics of 436 children with dysplasia and detailed analysis of rare karyotype
- Bioinformatics network analyses of growth differentiation factor 11
- NR4A1 inhibits the epithelial–mesenchymal transition of hepatic stellate cells: Involvement of TGF-β–Smad2/3/4–ZEB signaling
- Expression of Zeb1 in the differentiation of mouse embryonic stem cell
- Study on the genetic damage caused by cadmium sulfide quantum dots in human lymphocytes
- Association between single-nucleotide polymorphisms of NKX2.5 and congenital heart disease in Chinese population: A meta-analysis
- Assessment of the anesthetic effect of modified pentothal sodium solution on Sprague-Dawley rats
- Genetic susceptibility to high myopia in Han Chinese population
- Potential biomarkers and molecular mechanisms in preeclampsia progression
- Silencing circular RNA-friend leukemia virus integration 1 restrained malignancy of CC cells and oxaliplatin resistance by disturbing dyskeratosis congenita 1
- Endostar plus pembrolizumab combined with a platinum-based dual chemotherapy regime for advanced pulmonary large-cell neuroendocrine carcinoma as a first-line treatment: A case report
- The significance of PAK4 in signaling and clinicopathology: A review
- Sorafenib inhibits ovarian cancer cell proliferation and mobility and induces radiosensitivity by targeting the tumor cell epithelial–mesenchymal transition
- Characterization of rabbit polyclonal antibody against camel recombinant nanobodies
- Active legumain promotes invasion and migration of neuroblastoma by regulating epithelial-mesenchymal transition
- Effect of cell receptors in the pathogenesis of osteoarthritis: Current insights
- MT-12 inhibits the proliferation of bladder cells in vitro and in vivo by enhancing autophagy through mitochondrial dysfunction
- Study of hsa_circRNA_000121 and hsa_circRNA_004183 in papillary thyroid microcarcinoma
- BuyangHuanwu Decoction attenuates cerebral vasospasm caused by subarachnoid hemorrhage in rats via PI3K/AKT/eNOS axis
- Effects of the interaction of Notch and TLR4 pathways on inflammation and heart function in septic heart
- Monosodium iodoacetate-induced subchondral bone microstructure and inflammatory changes in an animal model of osteoarthritis
- A rare presentation of type II Abernethy malformation and nephrotic syndrome: Case report and review
- Rapid death due to pulmonary epithelioid haemangioendothelioma in several weeks: A case report
- Hepatoprotective role of peroxisome proliferator-activated receptor-α in non-cancerous hepatic tissues following transcatheter arterial embolization
- Correlation between peripheral blood lymphocyte subpopulations and primary systemic lupus erythematosus
- A novel SLC8A1-ALK fusion in lung adenocarcinoma confers sensitivity to alectinib: A case report
- β-Hydroxybutyrate upregulates FGF21 expression through inhibition of histone deacetylases in hepatocytes
- Identification of metabolic genes for the prediction of prognosis and tumor microenvironment infiltration in early-stage non-small cell lung cancer
- BTBD10 inhibits glioma tumorigenesis by downregulating cyclin D1 and p-Akt
- Mucormycosis co-infection in COVID-19 patients: An update
- Metagenomic next-generation sequencing in diagnosing Pneumocystis jirovecii pneumonia: A case report
- Long non-coding RNA HOXB-AS1 is a prognostic marker and promotes hepatocellular carcinoma cells’ proliferation and invasion
- Preparation and evaluation of LA-PEG-SPION, a targeted MRI contrast agent for liver cancer
- Proteomic analysis of the liver regulating lipid metabolism in Chaohu ducks using two-dimensional electrophoresis
- Nasopharyngeal tuberculosis: A case report
- Characterization and evaluation of anti-Salmonella enteritidis activity of indigenous probiotic lactobacilli in mice
- Aberrant pulmonary immune response of obese mice to periodontal infection
- Bacteriospermia – A formidable player in male subfertility
- In silico and in vivo analysis of TIPE1 expression in diffuse large B cell lymphoma
- Effects of KCa channels on biological behavior of trophoblasts
- Interleukin-17A influences the vulnerability rather than the size of established atherosclerotic plaques in apolipoprotein E-deficient mice
- Multiple organ failure and death caused by Staphylococcus aureus hip infection: A case report
- Prognostic signature related to the immune environment of oral squamous cell carcinoma
- Primary and metastatic squamous cell carcinoma of the thyroid gland: Two case reports
- Neuroprotective effects of crocin and crocin-loaded niosomes against the paraquat-induced oxidative brain damage in rats
- Role of MMP-2 and CD147 in kidney fibrosis
- Geometric basis of action potential of skeletal muscle cells and neurons
- Babesia microti-induced fulminant sepsis in an immunocompromised host: A case report and the case-specific literature review
- Role of cerebellar cortex in associative learning and memory in guinea pigs
- Application of metagenomic next-generation sequencing technique for diagnosing a specific case of necrotizing meningoencephalitis caused by human herpesvirus 2
- Case report: Quadruple primary malignant neoplasms including esophageal, ureteral, and lung in an elderly male
- Long non-coding RNA NEAT1 promotes angiogenesis in hepatoma carcinoma via the miR-125a-5p/VEGF pathway
- Osteogenic differentiation of periodontal membrane stem cells in inflammatory environments
- Knockdown of SHMT2 enhances the sensitivity of gastric cancer cells to radiotherapy through the Wnt/β-catenin pathway
- Continuous renal replacement therapy combined with double filtration plasmapheresis in the treatment of severe lupus complicated by serious bacterial infections in children: A case report
- Simultaneous triple primary malignancies, including bladder cancer, lymphoma, and lung cancer, in an elderly male: A case report
- Preclinical immunogenicity assessment of a cell-based inactivated whole-virion H5N1 influenza vaccine
- One case of iodine-125 therapy – A new minimally invasive treatment of intrahepatic cholangiocarcinoma
- S1P promotes corneal trigeminal neuron differentiation and corneal nerve repair via upregulating nerve growth factor expression in a mouse model
- Early cancer detection by a targeted methylation assay of circulating tumor DNA in plasma
- Calcifying nanoparticles initiate the calcification process of mesenchymal stem cells in vitro through the activation of the TGF-β1/Smad signaling pathway and promote the decay of echinococcosis
- Evaluation of prognostic markers in patients infected with SARS-CoV-2
- N6-Methyladenosine-related alternative splicing events play a role in bladder cancer
- Characterization of the structural, oxidative, and immunological features of testis tissue from Zucker diabetic fatty rats
- Effects of glucose and osmotic pressure on the proliferation and cell cycle of human chorionic trophoblast cells
- Investigation of genotype diversity of 7,804 norovirus sequences in humans and animals of China
- Characteristics and karyotype analysis of a patient with turner syndrome complicated with multiple-site tumors: A case report
- Aggravated renal fibrosis is positively associated with the activation of HMGB1-TLR2/4 signaling in STZ-induced diabetic mice
- Distribution characteristics of SARS-CoV-2 IgM/IgG in false-positive results detected by chemiluminescent immunoassay
- SRPX2 attenuated oxygen–glucose deprivation and reperfusion-induced injury in cardiomyocytes via alleviating endoplasmic reticulum stress-induced apoptosis through targeting PI3K/Akt/mTOR axis
- Aquaporin-8 overexpression is involved in vascular structure and function changes in placentas of gestational diabetes mellitus patients
- Relationship between CRP gene polymorphisms and ischemic stroke risk: A systematic review and meta-analysis
- Effects of growth hormone on lipid metabolism and sexual development in pubertal obese male rats
- Cloning and identification of the CTLA-4IgV gene and functional application of vaccine in Xinjiang sheep
- Antitumor activity of RUNX3: Upregulation of E-cadherin and downregulation of the epithelial–mesenchymal transition in clear-cell renal cell carcinoma
- PHF8 promotes osteogenic differentiation of BMSCs in old rat with osteoporosis by regulating Wnt/β-catenin pathway
- A review of the current state of the computer-aided diagnosis (CAD) systems for breast cancer diagnosis
- Bilateral dacryoadenitis in adult-onset Still’s disease: A case report
- A novel association between Bmi-1 protein expression and the SUVmax obtained by 18F-FDG PET/CT in patients with gastric adenocarcinoma
- The role of erythrocytes and erythroid progenitor cells in tumors
- Relationship between platelet activation markers and spontaneous abortion: A meta-analysis
- Abnormal methylation caused by folic acid deficiency in neural tube defects
- Silencing TLR4 using an ultrasound-targeted microbubble destruction-based shRNA system reduces ischemia-induced seizures in hyperglycemic rats
- Plant Sciences
- Seasonal succession of bacterial communities in cultured Caulerpa lentillifera detected by high-throughput sequencing
- Cloning and prokaryotic expression of WRKY48 from Caragana intermedia
- Novel Brassica hybrids with different resistance to Leptosphaeria maculans reveal unbalanced rDNA signal patterns
- Application of exogenous auxin and gibberellin regulates the bolting of lettuce (Lactuca sativa L.)
- Phytoremediation of pollutants from wastewater: A concise review
- Genome-wide identification and characterization of NBS-encoding genes in the sweet potato wild ancestor Ipomoea trifida (H.B.K.)
- Alleviative effects of magnetic Fe3O4 nanoparticles on the physiological toxicity of 3-nitrophenol to rice (Oryza sativa L.) seedlings
- Selection and functional identification of Dof genes expressed in response to nitrogen in Populus simonii × Populus nigra
- Study on pecan seed germination influenced by seed endocarp
- Identification of active compounds in Ophiopogonis Radix from different geographical origins by UPLC-Q/TOF-MS combined with GC-MS approaches
- The entire chloroplast genome sequence of Asparagus cochinchinensis and genetic comparison to Asparagus species
- Genome-wide identification of MAPK family genes and their response to abiotic stresses in tea plant (Camellia sinensis)
- Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
- Cloning and expression analysis of SERK1 gene in Diospyros lotus
- Integrated metabolomic and transcriptomic profiling revealed coping mechanisms of the edible and medicinal homologous plant Plantago asiatica L. cadmium resistance
- A missense variant in NCF1 is associated with susceptibility to unexplained recurrent spontaneous abortion
- Assessment of drought tolerance indices in faba bean genotypes under different irrigation regimes
- The entire chloroplast genome sequence of Asparagus setaceus (Kunth) Jessop: Genome structure, gene composition, and phylogenetic analysis in Asparagaceae
- Food Science
- Dietary food additive monosodium glutamate with or without high-lipid diet induces spleen anomaly: A mechanistic approach on rat model
- Binge eating disorder during COVID-19
- Potential of honey against the onset of autoimmune diabetes and its associated nephropathy, pancreatitis, and retinopathy in type 1 diabetic animal model
- FTO gene expression in diet-induced obesity is downregulated by Solanum fruit supplementation
- Physical activity enhances fecal lactobacilli in rats chronically drinking sweetened cola beverage
- Supercritical CO2 extraction, chemical composition, and antioxidant effects of Coreopsis tinctoria Nutt. oleoresin
- Functional constituents of plant-based foods boost immunity against acute and chronic disorders
- Effect of selenium and methods of protein extraction on the proteomic profile of Saccharomyces yeast
- Microbial diversity of milk ghee in southern Gansu and its effect on the formation of ghee flavor compounds
- Ecology and Environmental Sciences
- Effects of heavy metals on bacterial community surrounding Bijiashan mining area located in northwest China
- Microorganism community composition analysis coupling with 15N tracer experiments reveals the nitrification rate and N2O emissions in low pH soils in Southern China
- Genetic diversity and population structure of Cinnamomum balansae Lecomte inferred by microsatellites
- Preliminary screening of microplastic contamination in different marine fish species of Taif market, Saudi Arabia
- Plant volatile organic compounds attractive to Lygus pratensis
- Effects of organic materials on soil bacterial community structure in long-term continuous cropping of tomato in greenhouse
- Effects of soil treated fungicide fluopimomide on tomato (Solanum lycopersicum L.) disease control and plant growth
- Prevalence of Yersinia pestis among rodents captured in a semi-arid tropical ecosystem of south-western Zimbabwe
- Effects of irrigation and nitrogen fertilization on mitigating salt-induced Na+ toxicity and sustaining sea rice growth
- Bioengineering and Biotechnology
- Poly-l-lysine-caused cell adhesion induces pyroptosis in THP-1 monocytes
- Development of alkaline phosphatase-scFv and its use for one-step enzyme-linked immunosorbent assay for His-tagged protein detection
- Development and validation of a predictive model for immune-related genes in patients with tongue squamous cell carcinoma
- Agriculture
- Effects of chemical-based fertilizer replacement with biochar-based fertilizer on albic soil nutrient content and maize yield
- Genome-wide identification and expression analysis of CPP-like gene family in Triticum aestivum L. under different hormone and stress conditions
- Agronomic and economic performance of mung bean (Vigna radiata L.) varieties in response to rates of blended NPS fertilizer in Kindo Koysha district, Southern Ethiopia
- Influence of furrow irrigation regime on the yield and water consumption indicators of winter wheat based on a multi-level fuzzy comprehensive evaluation
- Discovery of exercise-related genes and pathway analysis based on comparative genomes of Mongolian originated Abaga and Wushen horse
- Lessons from integrated seasonal forecast-crop modelling in Africa: A systematic review
- Evolution trend of soil fertility in tobacco-planting area of Chenzhou, Hunan Province, China
- Animal Sciences
- Morphological and molecular characterization of Tatera indica Hardwicke 1807 (Rodentia: Muridae) from Pothwar, Pakistan
- Research on meat quality of Qianhua Mutton Merino sheep and Small-tail Han sheep
- SI: A Scientific Memoir
- Suggestions on leading an academic research laboratory group
- My scientific genealogy and the Toronto ACDC Laboratory, 1988–2022
- Erratum
- Erratum to “Changes of immune cells in patients with hepatocellular carcinoma treated by radiofrequency ablation and hepatectomy, a pilot study”
- Erratum to “A two-microRNA signature predicts the progression of male thyroid cancer”
- Retraction
- Retraction of “Lidocaine has antitumor effect on hepatocellular carcinoma via the circ_DYNC1H1/miR-520a-3p/USP14 axis”