Yuriko Hoshino1,2, Siti Machmudah3, Shoji Hirayama2, Hideki Kanda1, Munehiro Hoshino4, Motonobu Goto1. 1. Department of Materials Process Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan. 2. M&A Food Technology and Biology of Technical Center (M.A.F.T.), Kawasaki-machi, Tagawa-gun, Fukuoka 827-0004, Japan. 3. Department of Chemical Engineering, Sepuluh Nopember Institute of Technology, Kampus ITS Sukolilo, Surabaya 60111, Indonesia. 4. Maruboshi Vinegar Co., Ltd., Kawasaki-machi, Tagawa-gun, Fukuoka 827-0004, Japan.
Abstract
Angelica furcijuga (A. furcijuga), as a material for traditional Chinese medicine, has been widely used in Asian countries, such as China, Korea, and Japan, for several centuries owing to its therapeutic effects. In this study, A. furcijuga leaves were used as starting materials to extract functional substances using supercritical carbon dioxide (SC-CO2) at pressure and temperature ranges of 20-40 MPa and 40-80 °C, respectively. The extraction process was performed in a semibatch-type system with extraction times of 15-120 min. The high-performance liquid chromatography analysis indicated that kaempferol, ferulic acid, ligustilide, and butylidenephthalide as selected functional substances were successfully extracted under these operating conditions. An operating pressure of 30 MPa with an extraction time of 60 min seems to be an appropriate pressure to extract functional components from A. furcijuga leaves. The Hansen solubility parameter values and statistical analysis showed that SC-CO2 with 10% ethanol addition is a feasible tool to isolate these selected functional substances from the A. furcijuga matrix.
Angelica furcijuga (A. furcijuga), as a material for traditional Chinese medicine, has been widely used in Asian countries, such as China, Korea, and Japan, for several centuries owing to its therapeutic effects. In this study, A. furcijuga leaves were used as starting materials to extract functional substances using supercritical carbon dioxide (SC-CO2) at pressure and temperature ranges of 20-40 MPa and 40-80 °C, respectively. The extraction process was performed in a semibatch-type system with extraction times of 15-120 min. The high-performance liquid chromatography analysis indicated that kaempferol, ferulic acid, ligustilide, and butylidenephthalide as selected functional substances were successfully extracted under these operating conditions. An operating pressure of 30 MPa with an extraction time of 60 min seems to be an appropriate pressure to extract functional components from A. furcijuga leaves. The Hansen solubility parameter values and statistical analysis showed that SC-CO2 with 10% ethanol addition is a feasible tool to isolate these selected functional substances from the A. furcijuga matrix.
Angelica acutiloba (A. acutiloba) is a perennial plant
belonging to the
Umbelliferae family and is known for its medicinal properties. Its
efficacy varies, and it is used as an analgesic for the treatment
of dysmenorrhea, menstrual pain, and rheumatism;[1−3] however, in
recent years, pharmacological research has been actively conducted.
In addition, there are several subspecies of A. acutiloba cultivated in Japan, each of which has a pharmacological action.[4−6] Hyugatouki (A. furcijuga) is a family
of A. acutiloba that has been cultivated
in some areas of southern Kyushu. “Hyuga” refers to
the Miyazaki prefecture in Japan. In the Japanese Pharmacopeia, the
roots of A. furcijuga are registered
and certified as crude drugs. The roots have a pain-reducing effect
on human cancer cells, an apoptotic effect, and a preventive effect
on Alzheimer’s disease and are suggested to alleviate these
diseases.[7−10] Conversely, parts other than the roots, such as the leaves of A. furcijuga, are not currently registered in the
Pharmacopeia and are easy to utilize. Processed products, such as
healthy tea, are highly evaluated for their effects. There are still
few reports on the functional components present at the site of A. furcijuga. Figure shows the A. furcijuga cultivated by a food company in Fukuoka Prefecture (Maruboshi Vinegar
Co., Ltd., Fukuoka, Japan).
Figure 1
(a) A. furcijuga strain and (b)
cultivated farmland.
(a) A. furcijuga strain and (b)
cultivated farmland.In this study, carbon
dioxide under supercritical conditions was
used to extract functional substances from A. furcijuga leaves. The most commonly employed techniques to extract functional
substances from plant biomass are Soxhlet extraction, maceration,
and soaking.[11,12] However, these techniques have
several disadvantages, such as large amounts of organic solvents,
low selectivity or low-quality extracts, and long processing times.[13,14] Degradation of sensitive functional substances may also occur. The
utilization of organic solvents, such as hexane, methanol, acetone,
and chloroform, during the extraction process may shift the chemical
nature of the functional substance, causing them to be poisonous for
human consumption.[13] Hence, the development
of a technique for the extraction of functional substances from plant
biomass can result in high-quality products.Carbon dioxide
(CO2; Tc =
31.1 °C; Pc = 7.4 MPa) is suitable
for extracting natural compounds because it has a low critical temperature,
which is particularly suitable for thermally unstable components.
As the favored selection of solvent, CO2 is nontoxic, nonflammable,
colorless, odorless, safe, and recyclable. Under supercritical conditions,
CO2 may act as a gas or liquid. It has a liquid-like density,
gas-like diffusivity, and gas–liquid-like viscosity. Because
of these features, supercritical carbon dioxide (SC-CO2) has become a favorable solvent for extracting functional substances
from plant biomass matrices, including A. furcijuga leaves.[13,15] Moreover, CO2 is gaseous under
ambient conditions; thus, once the extraction process is completed,
CO2 is easily removed completely from the extracts via
depressurization of the extraction apparatus system. However, the
polarity of CO2 is low.[13,15] This causes
ineffective extraction when SC-CO2 is used to extract more
polar functional substances from natural sources. To solve this restriction,
a cosolvent (modifier or entrainer) was employed and added in small
amounts to enhance the CO2 solubilizing capacity. The addition
of a cosolvent may also improve the extraction of polar functional
substances.[16,17] In this study, ethanol was selected
as a cosolvent. This organic solvent is commonly applied as a cosolvent
owing to its low toxicity and may enhance the extraction capacity
of polar functional substances, such as phenolic compounds.[18]
Results and Discussion
Figure shows the
results of the extraction analysis of (a) kaempferol, (b) ferulic
acid, (c) ligustilide, and (d–e) butylidenephthalide as a function
of extraction time. For butylidenephthalide, there are two types of
geometric isomers, that is, cis-type (Z) and trans-type (E), owing to
carbon double bonds. These functional components were not obtained
in the extract when the ethanol solvent was not added as a cosolvent
into the SC-CO2 system during extraction of A. furcijuga leaves, mostly because of their high
polarity. As aforementioned, CO2 is a nonpolar fluid, and
it is the main drawback when it is employed for the isolation of these
functional components. Hence, their data were not shown, and only
the results of extract analysis when the extraction processes were
conducted using SC-CO2 with ethanol addition as a cosolvent
under various extraction conditions were presented. As shown in Figure , the extraction
yields of kaempferol, ferulic acid, ligustilide, Z-butylidenephthalide, and E-butylidenephthalide
increased as the extraction time increased from 15 to 120 min under
each operating condition. In supercritical fluid extraction technology,
extraction time is one of the most important parameters because the
analysis of the extraction process is conducted based on the whole
extraction curve (yield vs extraction time), which provides information
for the time needed to realize the advantageous and economical extraction
process.[19,20] The target substance recovery at the highest
rate with the shortest time can be observed, and thus the recovery
yield efficiency information of target substances was obtained. Figure shows that the amounts
of kaempferol, ferulic acid, ligustilide, Z-butylidenephthalide,
and E-butylidenephthalide increased significantly
until 60 min. After that, it increased slightly until 120 min of extraction.
At the beginning of the extraction stage, the SC-CO2–ethanol
solvent easily contacted the target functional components on the easily
accessible location or surface of the Hyugatouki matrix. They were
then dissolved rapidly and flowed out together with the SC-CO2–ethanol solvent, resulting in a high extraction rate.
Afterward, the extraction rate was constant or slightly increased
because of the exhaustion of kaempferol, ferulic acid, ligustilide, Z-butylidenephthalide, and E-butylidenephthalide
in the Hyugatouki matrices.[17] Hence, it
could be inferred that 60 min of extraction is sufficient to extract
functional components from A. furcijuga leaves. Moreover, a shorter extraction time may also reduce the
CO2 and cosolvent consumption and avoid thermal degradation
of the extract, which can decrease the recovery yield efficiency.
Figure 2
Extraction
yields of functional components as a function of extraction
time: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and (d–e)
butylidenephthalide.
Extraction
yields of functional components as a function of extraction
time: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and (d–e)
butylidenephthalide.The operating pressure
is an important variable in supercritical
fluids that may enhance the solvent power and have a high effect on
product selectivity.[21−23] At a constant operating temperature, the density
of the fluid under supercritical conditions increases with increasing
operating pressure. Because the solvent power is related to the fluid
density, the increase in density may enhance the fluid solvent power,
resulting in an increased extraction yield. Figure shows the extraction yields of kaempferol,
ferulic acid, ligustilide, Z-butylidenephthalide,
and E-butylidenephthalide from A.
furcijuga matrices under various extraction conditions.
The extraction yield of each functional component increased with increasing
operating pressure at the same operating temperature. This may be
because of the increase in the density of CO2 under supercritical
conditions, which implies that the solvent power of SC-CO2 increases when the operating pressure is increased at a constant
operating temperature, resulting in an increasing amount of extracted
functional components from A. furcijuga leaves.[21−23] Saito et al. conducted an experiment for phenolic
compound extraction using the SC-CO2 extraction system
with green propolis and Brazilian red as raw material sources.[21] They reported that although the extracted yield
fraction depended especially on the extraction temperature and was
slightly influenced by the extraction pressure, the increasing operating
pressures at the constant operating temperature resulted in the increasing
extracted yield fraction, including the total flavonoid content. Idham
et al. also reported that the increasing operating pressure may increase
the total anthocyanin content value when they carried out experiments
for the natural red pigment extraction from the Hibiscus
sabdariffa matrix using the SC-CO2 extraction
system.[22] They explained that the increasing
operating pressure could give a beneficial effect due to the increasing
CO2 density and diffusivity. At high operating pressures,
the fluctuation of CO2 density may occur and intensify
the interaction between the CO2 fluid as an extraction
solvent and the H. sabdariffa matrix.
Next, the functional substances in the H. sabdariffa matrix including anthocyanins were quickly released into the CO2 extraction solvent, resulting in the increasing anthocyanin
content in the extract.
Figure 3
Total extraction yields of functional components
at various extraction
conditions: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and
(d–e) butylidenephthalide.
Total extraction yields of functional components
at various extraction
conditions: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and
(d–e) butylidenephthalide.As depicted in Figure , the functional component extraction yields increased at
extraction pressures of 20–30 MPa. On the contrary, these extraction
yields do not appear to increase, except ferulic acid and E-butylidenephthalide, even though they seem to decrease
when the operating pressure is increased to 40 MPa. This indicates
that at a given operating temperature, the SC-CO2 density
increases with increasing operating pressure, and the solute vapor
pressure decreases. Because the operating conditions may have overcome
the SC-CO2 density effect, the extraction rate of the functional
component was still high, resulting in a high extraction yield. However,
at a higher operating pressure (40 MPa), the solute vapor pressure
might decrease drastically and dominate the SC-CO2 density
effects, resulting in a decrease in the extraction yield. In addition,
the high operating pressure may also bring the A. furcijuga leaves to be compacted, resulting in channeling that can decrease
the mass transfer and interaction between the SC-CO2 solvent
and A. furcijuga matrices.[24−26] Osorio-Tobon et al. reported that the increasing operating pressure
at a constant operating temperature in the SC-CO2 extraction
system gave a negative effect on the curcuminoid extraction yield
due to the high operating pressure that may induce the raw material
sources, resulting in decreasing their active surfaces and functional
substances leaching from the raw material sources into the CO2 extraction solvent.[24] Moreover,
as the operating pressure increased, the raw material matrix bed might
be compacted, and the channels might be formed. This can prevent the
proper contact between the target functional substances and the extraction
solvent, resulting in decreasing extraction efficiency. Dali et al.
also found similar phenomena when they performed SC-CO2 extraction experiments to extract oil from olive mill wastewater.[26] They reported that the increasing operating
pressure may lead to a greater solid matrix compaction and may reduce
the solid matrix void fraction, which can cause decreasing extraction
efficiency. Next, based on these results, it appears that 30 MPa is
an appropriate operating pressure for extracting functional components
from A. furcijuga leaves.Figure also shows
that the increased operating temperature of the SC-CO2 extraction
system is followed by a change in the functional component yields
because the density and the solvent power of CO2 under
supercritical conditions were also affected by the changing operating
temperature at a constant operating pressure. Increasing the operating
temperature may improve solubility, and if the operating temperature
is above the functional component melting point to be extracted, better
dissolution might occur. This implies that increasing the operating
temperature may improve the mass transfer and consequently increase
the overall extraction yields of the functional components. Nevertheless,
because the density of CO2 under supercritical conditions
decreases with the increasing operating temperature at a constant
operating pressure leading to the solvent power reduction, the temperature
effect seems more complicated. As a result, as depicted in Figure , in several cases,
the increasing operating temperature favors the improvement of the
dissolution process, which may increase the overall extraction yields
of functional components from A. furcijuga leaves. This phenomenon could be observed in the overall extraction
yields of kaempferol and ferulic acid when the extraction process
was performed at an operating pressure of 30 MPa and operating temperatures
of 40–80 °C. Conversely, the overall extraction yields
of ligustilide and Z-butylidenephthalide decreased
under the same operating conditions. In this case, increasing the
operating temperature at a given operating pressure reduces the SC-CO2 solvent power, resulting in decreased ligustilide and Z-butylidenephthalide recoveries from A.
furcijuga leaves. Furthermore, increasing the operating
temperature at a given operating pressure decreased the SC-CO2 density, leading to negative effects on the overall extraction
yield. Conversely, it also improved the solute vapor pressure, which
may enhance solute extraction.[23,27,28] Tan et al. reported that the effect of operating temperature on
the extraction yield in the SC-CO2 extraction system is
quite complex when they conducted experiments for SC-CO2 extraction to extract the functional substances from the mixture
of pomegranate peel-seed.[27] However, they
explained that, at a given operating pressure, the global yield of
the functional substance decreased at the high operating temperature
owing to the decreasing CO2 density, resulting in the CO2 solvent power to decrease, causing the efficiency of SC-CO2 extraction to decrease. Arias et al. performed pinocembrin
extraction using the SC-CO2 extraction system with the
residue of Lippia origanoides distillation
as a raw material source.[28] They also reported
that, at a constant operating pressure, the desorption process increases
rather than the solubility process when the SC-CO2 extraction
process was carried out at the high operating temperature, resulting
in the decreasing extraction yield. This negative impact was due to
the decreasing CO2 solvent power and density at the high
operating temperature.As selected functional components, kaempferol,
ferulic acid, ligustilide,
and butylidenephthalide were successfully extracted from A. furcijuga leaves at various extraction conditions,
and the analysis results were presented. Next, the solubility parameters
of these substances and the pure solvent were determined, and the
compatibility between the pure solvent and the functional components
during extraction was investigated based on the experimental results. Table lists the calculated
dissolution parameters for the selected functional components and
pure solvents. The Hansen solubility parameter (HSP) values of kaempferol,
ferulic acid, ligustilide, and butylidenephthalide were similar to
those of pure solvents, such as ethanol, methanol, and acetone. This
indicated that the solubility of these functional components in ethanol,
methanol, or acetone solvent was high. Conversely, according to the
HSP values of kaempferol, ferulic acid, ligustilide, butylidenephthalide,
and CO2, these selected functional components did not seem
to dissolve in CO2 even under supercritical conditions.
They were not extracted from Hyugatouki leaves when CO2 was employed as an extraction solvent without cosolvent addition
during the extraction process. In contrast, they could be extracted
from Hyugatouki leaves when the ethanol solvent (10%) was added as
a cosolvent. This revealed that the addition of a cosolvent (ethanol)
may enhance the solubilizing capacity of CO2 under supercritical
conditions.[16−18] This can be explained as follows. Although the dispersion
(δd) value of ethanol does not differ significantly
from the δd value of CO2 at supercritical
conditions, the polar (δp) and the hydrogen bonding
(δh) values of ethanol are considerably higher than
the δp and δh values of CO2 at supercritical conditions. As a result, the selected functional
components, that is, kaempferol, ferulic acid, ligustilide, and butylidenephthalide,
which have high polarity values, can be extracted from A. furcijuga leaves because the solubilizing capacity
of SC-CO2 increases.
Table 1
Hansen Solubility
Parameters for Selected
Functional Components and Pure Solventsa
δD, dispersion
force; δP, dipole force; δH, hydrogen-bonding
force.In this study, the
statistical analysis of variance of the experimental
results was performed to determine the F-test and P-value, which were used to observe the effects of operating
conditions on the yield of extracted functional components from A. furcijuga leaves. Table summarizes the significance of each coefficient
from the F-test and the P-value
calculations. A high F-test and a low P-value (P-value, <0.05) indicated a significant
effect on the extracted functional component yields from A. furcijuga leaves for all extraction parameters.
As shown in Table , the extraction yield of ferulic acid was significantly affected
by the extraction temperature. The yield of E-butylidenephthalide
was significantly influenced by the extraction pressure and extraction
temperature; the extraction pressure and temperature did not have
a significant influence on the extraction yields of kaempferol, ligustilide,
and Z-butylidenephthalide. Except for the ligustilide
substance, the statistical analysis seems to agree with the solubility
parameters of these functional substances, which relates to the solubility
of chemical compounds in the SC-CO2 extraction system.
This phenomenon was probably caused by ligustilide substance degradation
during the extraction process because this substance is volatile and
an unstable liquid. It can shift into other phthalides via various
reactions, that is, isomerization, oxidation, and dimerization.[29] Judging from the results, the extraction using
SC-CO2 with 10% ethanol addition is a feasible method to
extract flavonoids and polyphenols from various plant matrices, especially
from A. furcijuga leaves.
Table 2
Analysis of Variance (ANOVA) for Experimental
Parameters
extraction
parameter
functional
substance
statistical
parameter
pressure
temperature
kaempferol
F-test
2.6591
0.9535
P-value
0.1842
0.4585
ferulic acid
F-test
2.8837
5.4213
P-value
0.1677
0.0476
ligustilide
F-test
0.8358
0.3844
P-value
0.4974
0.7036
Z-butylidenephthalide
F-test
1.3591
0.7661
P-value
0.3545
0.5228
E-butylidenephthalide
F-test
12.354
63.920
P-value
0.0194
0.0009
Conclusions
This work demonstrated
that SC-CO2 with 10% ethanol
as a cosolvent can be employed to extract phytochemical substances
from A. furcijuga leaves. The maximum
yields of kaempferol, ferulic acid, ligustilide, Z-butylidenephthalide, and E-butylidenephthalide
were 0.48 (40 MPa, 40 °C), 0.03 (40 MPa, 80 °C), 6.68 (40
MPa, 40 °C), 3.84 (30 MPa, 40 °C), and 0.64 (40 MPa, 60
°C) mg/g of dried A. furcijuga leaves, respectively. However, 60 min of extraction seems to be
sufficient to extract the functional components from A. furcijuga leaves. The experimental results also
indicated that 30 MPa is an appropriate operating pressure to extract
functional components from A. furcijuga leaves. The increasing operating temperature at a given operating
pressure negatively affected the overall extraction yield. According
to HSP values and statistical analysis, SC-CO2 containing
10% ethanol as an extracting solvent is a feasible tool to isolate
flavonoids and polyphenols from various plant matrices including the A. furcijuga matrix.
Materials and Methods
Materials
In this study, A. furcijuga leaves
were used as raw materials. The leaf sample of A. furcijuga was harvested in November 2020 and freeze-dried
immediately after harvesting as a pretreatment (refer to Figure ). As raw materials,
these leaves were ground using a laboratory mill to a particle size
of <2 mm and passed through 16-mesh sieves; it was then stored
in a refrigerator at <6 °C. Kaempferol (K0117, LKT Labs, Inc.),
ferulic acid (F1669, LKT Labs, Inc.), ligustilide (L397900, Toronto
Research Chemicals Inc.), Z-butylidenephthalide (W333301,
Sigma-Aldrich Japan G.K.), and E-butylidenephthalide
(W333301, Sigma-Aldrich Japan G.K.) were used as chemical reference
standards for chromatographic analysis. Acetonitrile (99.8%, 015-08633)
and ethanol (99.5%, 05400-461) were purchased from Fujifilm Wako Pure
Chemical Industries, Ltd., Osaka, Japan. Water was distilled using
a distillation apparatus (Auto Still WS 200, Yamato Scientific Co.,
Ltd., Japan), and CO2 was obtained from Tomoe Shokai Co.,
Ltd., Tokyo, Japan.
Figure 4
Dried A. furcijuga leaves.
Dried A. furcijuga leaves.
Experimental Apparatus
Figure shows a schematic
illustration of the SC-CO2 extractor with the cosolvent
addition option. The maximum
operating conditions of the device were 200 °C and 45 MPa. The
pressure in the extractor was controlled using a back-pressure regulator
(HBP-450; Akico Co., Ltd.). The extraction temperature was controlled
in an oven. Approximately 1 g of the sample was placed in a 10 mL
extraction cell (Thar Technologies, Inc., Pittsburgh, PA, USA). The
conditions of the SC-CO2 extraction experiment were performed
at pressures of 20–40 MPa and temperatures of 40–80
°C. Extracts were collected in screw bottles at six times of
15, 30, 45, 60, 90, and 120 min.
Figure 5
Schematic illustration of the SC-CO2 extraction apparatus.
Schematic illustration of the SC-CO2 extraction apparatus.In this study, no CO2 flow rate variation was pumped
into the extraction apparatus system during the experiments. The CO2 flow rate was 3 mL/min, and the percentage ratio of ethanol
as a cosolvent was 10% of the CO2 flow rate. Next, the
screw bottles containing the collected products were wrapped with
aluminum foil and stored in a refrigerator at <6 °C until
analysis.
Analytical Methods
A. furcijuga contains various functional components, including flavonoids and
phenolic compounds. However, in this study, kaempferol, ferulic acid,
ligustilide, and butylidenephthalide (refer to Figure ) were selected as the targets of functional
compounds from A. furcijuga matrices
and determined quantitatively by HPLC. These compounds are widely
recognized to have therapeutic potential as anti-inflammatory, anticancer,
and antioxidant, have neuroprotective effects, and display antiaging
effects.[7−10]
Figure 6
Some
selected functional components of A. furcijuga: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and (d) butylidenephthalide.
Some
selected functional components of A. furcijuga: (a) kaempferol, (b) ferulic acid, (c) ligustilide, and (d) butylidenephthalide.The extracts were analyzed using an HPLC LC-10
AD gradient system
(Shimadzu, Japan) equipped with a photodiode array detector (SDP-M10A).
An Inertsil ODS-3 column (5 μm, 4.6 mm × 250 mm, GL Science,
Japan) was used for separation at 35 °C. The mobile phase consisted
of solvent A, 0.1% acetic acid in water, and solvent B, acetonitrile/water
(75/25, v/v). The gradient elution was 0 min A-B (88:12); 18 min A-B
(78:22); 28 min A-B (72:28); 35 min A-B (62:38), 48 min A-B (52:48),
58 min A-B (0:100), and 70 min A-B (88:12). The flow rate was 1.0
mL/min. To determine the content of kaempferol, ferulic acid, ligustilide,
and butylidenephthalide in the extracts, the wavelengths were set
at 367, 322, 326, and 310 nm, respectively.[30−32] First, pure
kaempferol, ferulic acid, ligustilide, and butylidenephthalide (Z- and E-type) standard functional components
were introduced into the HPLC system to create a calibration curve
from 50 to 200 ppm. Thereafter, the amounts in the extract were quantified
using their respective calibration curves. The yields of pure kaempferol,
ferulic acid, ligustilide, and butylidenephthalide were specified
as the weight of the product recovered to the initial weight of dried A. furcijuga leaves loaded into the extraction apparatus
system.
Hansen Solubility Parameter Calculation
The solubility
theoretical knowledge of kaempferol, ferulic acid, ligustilide, and
butylidenephthalide as selected functional components from A. furcijuga leaves was determined using HSP. The
HSP values were predicted by HSiP 4.1.04 software, and according to
this prediction, the close value of HSP between the selected functional
components and the solvent might indicate high solubility. The HSP
for CO2 under various conditions was calculated according
to NIST data (https://webbook.nist.gov/chemistry/fluid/) and Williams et
al.[33]Here, δdref, δpref, and δhref are the HSP
references (MPa1/2). Vref (39.13
cm3/mol) is the molar volume at the reference pressure
(Pref, 0.1 MPa) and reference temperature
(Tref, 25 °C). The dispersion interaction
parameter (δd) was determined from the vaporization
energy and molar volume as a function of temperature, the polar interaction
parameter (δp) was based on the solvent molecule
dipole moment, and the hydrogen bonding interaction parameter (δh) was determined by mitigating the dispersion and polar energies
of vaporization from the total energy of vaporization. Equations and 5 were used to calculate the HSP considering the temperature dependence
of the liquid and the mixture of two or more solvents, respectively:[34]where T is
the given temperature, Tc is the critical
temperature of substance i, and x is the composition of each of the substances (CO2 and ethanol, in percentage).
Statistical Analysis
Data were presented as the mean
± standard deviation (SD) of duplicate/triplicate determinations.
Statistical calculations were performed using Microsoft Excel for
Office 365. Analysis of variance (ANOVA) was used to determine statistical
differences. Differences were considered significant when the P-value was <0.05.
Authors: Muhammad Imran; Abdur Rauf; Zafar Ali Shah; Farhan Saeed; Ali Imran; Muhammad Umair Arshad; Bashir Ahmad; Sami Bawazeer; Muhammad Atif; Dennis G Peters; Mohammad S Mubarak Journal: Phytother Res Date: 2018-11-07 Impact factor: 5.878
Authors: Lian Zhang; Jun-Rong Du; Jing Wang; Jin Wang; Dong-Ke Yu; Ya-Shu Chen; Yao He; Chen-Yuan Wang Journal: Yakugaku Zasshi Date: 2009-07 Impact factor: 0.302