Supercritical fluid chromatography hyphenated to mass ...Supercritical Fluid Chromatography (SFC)...
Transcript of Supercritical fluid chromatography hyphenated to mass ...Supercritical Fluid Chromatography (SFC)...
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Received: 07 27, 2020; Revised: 10 14, 2020; Accepted: 10 15, 2020
This article has been accepted for publication and undergone full peer review but has not been
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differences between this version and the Version of Record. Please cite this article as doi:
10.1002/jssc.202000805.
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Supercritical Fluid Chromatography Hyphenated to Mass Spectrometry for Metabolomics
Applications
Author: Ruth Gordillo
Affiliation: University of Texas Southwestern Medical Center. Touchstone Diabetes
Center, Dallas, TX
Corresponding Author: Ruth Gordillo, Ph.D. Associate Professor of Internal
Medicine. Touchstone Diabetes Center. Director of UT Southwestern Metabolic
Phenotyping Core.
5223 Harry Hines Blvd. Dallas, TX 75390-8549. Email address:
Running title: Hyphenated MS Techniques for Metabolomics
Article Related Abbreviations: 2D, two dimensional; 2EP, 2-ethylpydidine; ABPR,
automatic back-pressure regulator; APCI, atmospheric pressure chemical ionization;
APLI, atmospheric pressure laser ionization; APPI, atmospheric pressure photo
ionization; BEH, ethylene bridged hybrid; C30, triacontyl; CE, cholesterol ester; Cer,
ceramide; CIS, coordination ion spray; DEA, dietylamine; DG, diacylglyceride; DPA;
docosapentaenoic acid, ELSD, evaporative light scattering detector; EtOH, ethanol;
EPA, eicopentaenoic acid; FFA, free fatty acid; FID, flame ionization detector; FT-
MS, Fourier transform mass spectrometer; HILIC, hydrophilic interaction liquid
chromatography; HLB, hydrophilic-lipophilic balance; IPA, 2-propanol, LDL, low-
density lipoprotein; LPA, lysophosphatidic acid; LPC, lysophosphatidylcholine; LPI,
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lysophosphatidylinositol; LPS, lysophosphatidylserine; LSER, linear solvation energy
relationship; MeOH, methanol; MG, monoacylglycerol; MRM, multiple reaction
monitoring; NP, normal-phase; ODS, octadecylsilane; otSFC, open tubular
supercritical fluid chromatography; PA, phosphatidic acid; PC, phosphatidylcholine,
pcSFC, packed column supercritical fluid chromatography; PE,
phosphatidylethanolamine; PG, phosphatidylglycerol; PI, phosphatidylinositol; PS,
phosphatidylserine; PTAD, 4-phenyl-1,2,4-truazikube-3,5-dione; PUFA,
polyunsaturated fatty acids; QqQ, triple quadrupole; Q-TOF, quadrupole time of
flight; R&D, research and development; Sa, sphinganine; SCCO2, supercritical CO2;
SFE, supercritical fluid extraction; SI-pcSFC; silver ion packed column supercritical
fluid chromatography; SM, sphingomyelin; So, sphingosine; So1P, sphingosine-1-
phosphate; SWATH/MS, sequential window acquisition of all theoretical mass
spectra; TGs, TC, tandem column; triacylglycerides; TMS, trimethylsilylation; TFA,
trifluoroacetic acid; TFE, trifluoroethanol; TMSD, trimethylsilyldiazomethane;VLDL,
very-low-density lipoprotein;
Keywords: Biomarkers discovery, metabolomics, supercritical fluid,
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Abstract
While Supercritical fluid chromatography was developed over fifty years ago, it is
only over the past fifteen to twenty years that it has become routinely utilized. Along
with the commercialization of a new generation of instruments, during the last twenty
years supercritical fluid chromatography has improved performance, reliability and
robustness. SFC is fully compatible with mass spectrometric techniques. This review
compiles the application of supercritical fluid chromatography separations coupled to
MS instrumentation for the exploration, profiling and quantitation of metabolites
during the last two decades. The selection of metabolites chosen for this article have
direct applications in preclinical models of disease and clinical applications as
potential biomarkers of disease including lipids, steroid hormones, bile acids, polar
metabolites, peptides, and proteins.
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1. Introduction
Supercritical Fluid Chromatography (SFC) was first introduced in the 1960s [1], but it
was only in the 1980s and 1990s it became an emerging technique [2]. Carbon
dioxide is the main fluid used in SFC because it is relatively inert with a low toxicity, it
is affordable, and its critical parameters are easy to reach (31 °C and 73 bar) [3].
CO2 is a naturally abundant material. Like water, if CO2 can be withdrawn from the
environment, employed in a process, then returned to the environment “clean” no
environmental detriment accrues [4].
The advantages of SFC over GC and LC are summarized as follows: 1. SFC is
applicable to thermally degradable compounds that cannot be analyzed by GC. In
addition, high-boiling compounds can be separated by SFC; 2. The separation
capacity of SFC is much higher than that of HPLC. The viscosity of supercritical CO2
(SCCO2) is similar to gas whereby its diffusivity is higher than liquid facilitating
throughput (shorter analysis times) and compound chromatographic resolution [5, 6];
3. The solvating power of SFC can be changed considerably by controlling the
temperature and pressure, i. e., the elution behavior in a single fluid can be
regulated. SCCO2 is non-polar similar to n-hexane [7]. CO2 is miscible with polar
solvents, such as methanol (MeOH), ACN, ethanol (EtOH) and 2-propanol (IPA)
which can change the polarity of the mobile phase when used as modifier solvents.
Other additives such as acids, bases and even water can be mixed with the
modifiers. These additives also increase the separation efficiency and peak shape by
acting as ion-pairing agents and by covering active sites on the stationary phase,
leading to less tailing and better elution of polar compounds. The latest trend in SFC
is the use of water as an additive in a CO2-MeOH mobile phase to improve peak
shape (at a proportion of 1-5%, miscible in the mobile phase) or to enable the elution
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of very polar compounds (up to 30%, forming a ternary mixture) [8-10]. Modifiers
selection in combination with complementary column selections, from polar to non-
polar stationary phases, unfolds myriad possibilities for optimum compound
separations [6]; 4. In the case of preparative SFC, since CO2 is released as a gas at
normal temperatures and pressures, Thus, solvent elimination is easy, allowing more
accurate component concentration to be determined [1, 11, 12].
SFC resurged in the last decade in parallel with the with the introduction of a new
generation of instruments capable of performing robust, reproducible, reliable, and
quantitative analysis [8, 13].
Similar to what has been observed in conventional LC, these new instruments have
also fostered the development of columns packed with sub-2-µm and sub-3-µm
superficially porous particles specially designed for SFC analysis. None of the
existing analytical techniques can simultaneously separate and measure all the
cellular metabolites due to complexity of cellular metabolome, and therefore, a
combination of analytical techniques must be used. Traditionally NMR, GC-MS and
LC-MS are most often used in metabolomics. SFC, which can increase metabolome
coverage while decreasing cost and analysis time, can provide alternative to other
analytical techniques [14].
2. Instrumentation
SFC can be classified into two main groups: open tubular column SFC (otSFC) and
packed column SFC (pcSFC) [6]. otSFC has a uniform distribution of the stationary
phase on the interior surface of the column and it’s considered “GC-like”. On the
other hand, pcSFC uses a column packed densely and evenly with solid-phase
support and allows the use of a polar solvent as a modifier.
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The first open tubular capillary column SFC was introduced in 1981 [2, 15, 16]. Due
to the technical challenges presented by these systems (incompatibility with
detection techniques, difficulty regulating flow velocity and reaching optimum
pressure, difficult adding modifiers and incompatibility with different detectors),
otSFC rapidly diminished in the early 1990’s.
Before otSFC, all SFC research was performed on packed columns. In 1982, a
Hewlett Packard (HP) HPLC system was modified to operate as an SFC system by
adding a backpressure regulator and other devices. It was shown that SFC gave
higher efficiency with 3, 5 and 10 µm packing materials especially in high flow
velocity region. pcSFC was developed almost independently of otSFC and it
regained popularity once their wider application was demonstrated. A pcSFC is very
similar to an HPLC system. A back pressure regulator is integrated in order to keep
the fluid pressure above the critical pressure and an oven (heater) that keeps the
fluid temperature above the critical temperature [2].
Current design strategies to fluidically couple pcSFC with MS can be divided in two
broad categories- a) split-flow introduction, and b) full-flow introduction (Figure 1)
[17-20].
a) Split-flow introduction. The “MS split after UV with make-up pump” interface has
been commercialized since 2012 by Waters Corporation with the UPC2 system. The
Agilent Technologies system (1260 Infinity II SFC system) offers the possibility to
perform experiments using both “full-flow through BPR with make-up” and “MS split
after UV with make-up pump” configurations depending on the tubing connections,
which can be of interest to use either a split or not. In this configuration, the system
has a UV detector after the column followed by two zero dead volume T-unions. The
up-stream T-union is linked to a make-up pump. Similarly, to the “full-flow through
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ABPR with make-up” configuration, the make-up addition prevents analyte
precipitation after CO2 decompression and can enhance the ionization. The down-
stream T-union is a splitter; one fraction is going to the ABPR and the other one is
directed towards the MS. The flexible regulation of the ABPR governs the split
depending on the mobile phase properties. The split ratio is dynamic and allows a
suitable mobile phase flow rate for the ESI source in order to avoid any dilution effect
which may be deleterious especially with a concentration-like-dependent detector
and maintain good sensitivity. However, even if the split ratio could be predicted
depending on the pressure drop in a given tubing, the use of a passive splitter
prevents any control of the split and an active splitter would increase the system
volume. Moreover, the effluent part going to the MS is not under the control of the
ABPR and the supercritical pressure is only maintained thanks to a restrictor
capillary and depends on its length. This capillary may often be changed in case of
clogging for example and its dimensions are crucial for good reproducibility. This
configuration has been thoroughly studied and it has been found that the mobile
phase decompression was the major contributor to peak broadening rather than the
addition of tubing when comparing SFC-UV and SFC-MS split with make-up pump,
with and without an online UV detector [17-19].
b) Full-flow introduction. The advantage of full-flow is the ability to introduce all or
most of the analyte molecules for detection. The challenge, however, is to design an
interface which is low-volume, robust and does not put any constraint on SFC
method design. In the current market, full-flow is achieved by passing the full
chromatographic flow through an automatic back-pressure regulator (ABPR) with
make-up pump. This design is commercialized since 2015 by Shimadzu Corporation
with the Nexera UC system and by Agilent Technologies (1260 Infinity II SFC
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system). These systems implement a make-up, introduced through a zero dead
volume T-union between the analytical column (or the UV detector, linked serially to
the column) and the ABPR. Then, the ABPR exit is directly connected to the MS
source. For Shimadzu and Agilent, the system uses low dead volume of the ABPR
(ideally < few μL) which allows direct coupling to the MS without need of splitting
while maintaining good chromatographic performances. In most systems, the ABPR
is heated to limit CO2 decompression due to the cooling phenomenon from
supercritical to atmospheric conditions. The make-up also helps avoiding analyte
precipitation, especially at low percentage of modifier and can improve the ionization
being an additional source of protons [17-19].
Full compatibility of SFC with mass spectrometry detection makes it even more
attractive analytical platform for metabolomics [14, 21, 22]. SFC was successfully
used with multiple ionization sources, including ESI [23, 24], atmospheric pressure
chemical ionization (APCI) [23, 25], atmospheric pressure photo ionization (APPI)
[26] and atmospheric pressure laser ionization (APLI) [21].
Tarafder [17], Schadand [18] and Akbal et al. [19], constitute excellent compilations
for extensive and detailed discussion of SFC-MS interfaces configurations in current
instrumentation.
Unlike other non-polar solvents, e.g. hexane or heptane, with which CO2 is often
compared, CO2 is miscible over a broad range of pressures and temperatures, with
liquid organic solvents having wide polarity ranges (MeOH, EtOH, propanols, ACN,
etc.). Modifiers or Co-solvents influence SFC chromatography in multiple ways: (a)
modifying the polarity, hence the solvating power, of the mobile phase; this is the
most important contribution and the effect of modifiers on solvent elution is greater
than any other factors , (b) altering the density of the mobile phase, (c) blocking
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active sites on the stationary phase and inhibiting adsorption, (d) modifying
stationary phase characteristic through sorption; (e) adsorbed modifier molecules
can lead to increase the net volume of the stationary phase, altering the phase ratio;
and (f) selectively solvating polar compounds in the mobile phase forming clusters
with different distribution properties [9]. other non-conventional modifiers like
dichloromethane, Chloroform, Methyl tert-butyl ether, Acetone, Ethyl acetate,
Tetrahydrofuran, Methyl tetrahydrofuran, 2,2,2-Trifluoroethanol, Cyclopentyl methyl
ether, Toluene and N,N-dimethylformamide were used with MeOH at different
proportions to prepare modifier blends for drug candidates which are poorly soluble
in traditional modifiers [9, 27-29].
Many different classes of polar solutes e.g. phenols, polyhydroxy, hydroxyacids,
polyacids, aliphatic amines, and many other drug families could be separated using
additives like citric acid, trifluoroacetic acid, isopropylamine, triethylamine,
ammonium acetate, etc [30]. In the case of polar urinary metabolites, different
modifier additives were chosen based on the desired outcome e.g. ammonium
acetate for more even peak distribution. Ammonium hydroxide for reduction in peak
width, or ammonium formate for reduced peak widths across a wider range of
analytes. The combination of ammonium formate with a small percentage (2% or
5%, v/v) of water resulted in additional gains in signal intensity [31]. The suggested
roles of additives are diverse too: (a) enhancement of solvating power of mobile
phase, (b) ionization suppression and ion-pairing with charged analytes, (c)
modification of stationary phase surface properties by covering active sites, changing
polarity, etc [9].
Stationary phases for pcSFC, like in HPLC, can be broadly divided into (a) chiral and
(b) achiral. However, in SFC, the distinction between these two types are not as
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clearly defined as in HPLC. In HPLC, generally the chiral separation is conducted in
normal-phase mode, whereas the achiral in reversed-phase or HILIC mode. In SFC,
there is no distinction between normal-phase and reversed-phase separations [9].
Chiral chromatography can be carried out with a chiral stationary phase and a mobile
phase composition that could have been used with achiral stationary phases too.
Chiral columns can be also employed for achiral analysis in SFC [32]. Achiral and
chiral columns or columns with different polarities can be connected in series to
create unique selectivity scope[9]. Columns designed to be used in HPLC can be
used in SFC as well. Regarding column geometries, for analytical studies
commercial SFC columns are increasingly being offered in sub-2-µm particles, which
is taking SFC significantly ahead of others for high-throughput analysis. Along with
the use of sub-2-µm particles, use of core-shell or superficially porous particles are
also increasing SFC to achieve similar efficiency but at much higher speed without
higher pressure drops [9, 33, 34]. Chromatographers should be aware that for achiral
analyses, SFC can replace non aqueous RPLC, NPLC an, d HILIC as long as the
studied compounds are soluble in the CO2-rich mobile phase [34]. In an effort to
classify stationary phase chemistry selectivity, West, Lesellier and co-workers have
undertaken extensive studies based on the solvatochromic model (also known as
linear solvation energy relationship, LSER). This approach allows classification of all
stationary phase types using five descriptors (hydrogen-bond donor and acceptor,
dipole-dipole, charge transfer, and solute volume) related to the interaction
capabilities between the stationary phase and various analytes. LSER data for over
75 SFC stationary phases have been reported so far, including alkyl, aromatic, polar,
or HILIC. All these phases have been characterized [35-42]. This classification
allows easy identification of the stationary phases providing the most potential
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orthogonal selectivity [33, 34]. The same group showed that for five stationary
phases packed with sub-2-µm particles and specifically commercialized for SFC
(Waters HSS C18 SB, XSelect CSH Fluorophenyl, BEH (silica), BEH 2EP and BEH
RP18 Shield), changing the particle side from 5 to 1.7 does not have a significant
effect on the interactions [43].
3. Early Applications
While SFC was developed over fifty years ago, the method was not routinely utilized
until the past fifteen or twenty years. At the beginning of its “rebirth” SFC was mainly
used for preparative separations [1, 11]. Chromatographic enantioseparation in
preparative scale is routinely used in pharmaceutical research and development
(R&D) to generate individual enantiomers. SFC has many advantages over HPLC for
these separations, i.e. rapid screening of separation conditions at the analytical
scale, rapid preparative separations, higher purification throughputs, lower solvent
consumption and waste generation and higher product concentrations post
separation. For this particular application, SFC is used coupled to tandem UV and
polarimetric detection for confirming entantioseparation [11]. Although the vast
majority of chiral separations in SFC are achieved on polysaccharide-based
stationary phases, other chiral stationary phases such as Pirkle-type and antibiotic-
based columns are also applicable. The low pressures generated though the
stationary phase in SFC, allow coupling several columns, in order to obtain the
desired selectivity towards more complex mixtures of racemates [44-46].
Due to its capability for separating enantiomeric compounds, SFC-MS has a
tremendous potential for the analysis of drugs in biological samples [47, 48], as well
as in the separation of impurities.
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4. Applications of Supercritical Fluid Chromatography Hyphenated to MS in
Metabolomics.
Free Amino Acids. SFC is widely used in chiral chromatography where
polysaccharide and cyclic oligosaccharides stationary phases are the most versatile
in use. The polarity can be increased by the addition of alcohol to the mobile phase.
The nature and percentage of the alcohol in the mobile phase can change drastically
the selectivity [3, 11]. As in Chiral LC, to predict the best chiral stationary phase and
the best mobile phase is difficult because chiral interactions are very complex. There
have been some attempts to create data bases [49]. But in many cases, a screening
with several columns and modifiers is mandatory [3]. Raimbault et al. published an
analytical method for the separation and analysis of underivatized free amino acids
using SFC coupled to a MS analyzer. This method had two tiers: a) a generic
method allowing satisfactory elution of amino acids and b) resolution of D- and L-
amino acids enantiomeric pairs. They used Chiralpak ZWIX (+) and (-) stationary
phases and unified chromatography joining SFC and HPLC (wide gradient from 10 to
100% of co-solvent in CO2) [50]. Studies comparing the efficiency of ESI and APCI in
the analysis of free amino acids using SFC-MS/MS revealed that MeOH is the
modifier of choice regarding elution strength and ionization efficiency in positive and
negative ion mode. In negative ion mode highest signal responses were observed by
employing NH4OAc as additive, whereby NH4FA and H2O is the additive of choice in
positive ion mode. Generally, ion enhancement as matrix effect were observed using
SFC-APCI-MS/MS, whereby ion suppression was observed for SFC-ESI-MS/MS in
positive ion mode. Generally, for apolar amino acids and the metabolites derived
from the tryptophan pathway SFC-ESI-MS/MS seems to be the ionization technique
of choice. On the other hand for polar amino acids and apolar amino acids with an
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additional heteroatom as well as acidic amino acids SFC-APCI-MS/MS seems to be
the ionization technique of choice [51].
Neurotransmitters. Melatonin and N-acetyl-serotonin were successfully and
reproducible analyzed in human serum samples within 3 minutes on an ethylene
bridged hybrid (BEH) column [52].
Lipids. In the field of lipids SFE has been widely utilized. The critical temperature of
CO2 makes it an ideal solvent for extracting thermally sensitive materials. SFE
involving SCCO2 is also effective for the discovery of new natural compounds
because undesirable hydrolysis, oxidations, degradation and rearrangements do not
occur. As opposed to other organic solvents that can contaminate the product, CO2
can be easily eliminated from the sample by simple expansion to atmospheric
pressure which eliminates the sample concentration process which is usually time
consuming. Hence, SFE has a great application in lipids extractions from food
sources in the industry. Finally, SFE process has a beneficial impact in the
environment since the utilization of contaminant organic extraction solvents is largely
reduced or eliminated [53]. The special features of its mobile phase (polarity) makes
SFC suitable for the separation of hydrophobic compounds and isomers [54].
Lee et al. developed a method for the determination of 10 phospholipid classes by
trimethylsilylation (TMS) derivatization. Derivatization improved peak shape and
sensitivity to phosphatidic acid (PA) phosphatidylinositol (PI), lysophosphatidic acid
(LPA), lysophosphatidylinositol (LPI) and sphingosine-1-phosphate (So1P). The
compounds of interest were separated on an octadecylsilane (ODS) column, and
methanol 0.1% (v:w) ammonium formate was employed as modifier. Derivatization
greatly improved peak shape and chromatographic separation [55]. In a follow up
article, the same group applied trimethylsilyldiazomethane (TMSD) methylation and
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extended the method to phosphatidylserine (PS), lysophosphatidylserine (LPS) and
non-methylated ceramides (Cer), sphingosine (So) and sphinganine (Sa) [56].
Yamada et al. coupled a SFC chromatograph to an orbitrap Fourier transform mass
spectrometer (orbitrap FT-MS). Using an ODS column it was possible to resolve lipid
species according not only to their fatty acyl moiety but also their polar head groups.
Moreover, the method successfully resolved isomeric forms of phosphatidylcholine
(PC) and phosphatidylethanolamine (PE) [57]. In 2005, again Bamba’s group
published a lipidomic study on plasma lipoprotein fractions in myocardial infarction-
prone rabbits using orbitrap high resolution mass spectrometer coupled to a SFC.
Plasma levels of each lipid class was found to be significantly higher in the disease
model group. Elevated levels of plasmalogens and PEs were found in the low-
density liporprotein (LDL) fraction when compared to the very-low-density lipoprotein
(VLDL) fraction in the disease model rabbit [58]. The same authors expanded their
early targeted lipidomic methods by integrating an on-line home-made SFE system
for dried plasma spot disks [59]. 134 phospholipids were extracted and quantified
from 3 µL of dried plasma. SCCO2, because its diffusivity, low viscosity and polarity it
is ideal for the extraction of lipophilic compounds. The on-line SFE-SFC-MS/MS
system was assembled by placing the dry blood spots disks in a mini guard column,
acting as extraction cell. Five column ports in the column oven were utilized as the
extraction cell positions. Extraction was carried out by the mobile phase flowing
through the extraction cell continuously and the extracts were concentrated on top of
the column. After extraction the extraction cell was delinked from the flow path by a
switching valve. Phospholipids were separated on a hydrophilic interaction liquid
chromatography (HILIC) column that has a phosphorylcholine group modifying the
silica body [59]. Oxidized PCs (hydroxy-, peroxy- and hydroperoxy-) were separated
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by SFC using a 2-ethylpyridine normal-phase column. The positional isomers of
hydroperoxides and epoxides were indentified using multiple reaction monitoring
(MRM). The method was applied to the analysis of these lipid species in mouse
livers [60]. In 2002, Sandra et al. published a method for the determination of TGs
using silver ion (SI) pcSFC-MS. A mixture of AN/IPA (6/4; v:v) was used as modifier
and methanol as post column make-up solvent. APCI and coordination ion spray
(CIS) with silver ions were used as ionization modes. The method resulted effective
for the separation of TGs. However, the separation depends on the injection of silver
ions before every analysis, which can affect the reproducibility of analysis.
Additionally, approximately 90 min is required to analyze one sample [61]. High
resolution separation of 20 pairs of TGs isomers was achieved by using a triacontyl
(C30) silica gel reverse phase column and a triple quadrupole (QqQ) mass
spectrometer operating in MRM mode [62]. The use of chromatographic columns
packed with superficially porous particles improve the separation of isomeric pairs of
TGs using ACN as modifier at low temperature [63]. Bamba et al. developed a
method for the analysis of 14 lipid classes including (PC, PE, PI, phospatidylglycerol
(PG), PS, lysophosphatidylcholine (LPC), TG, diacylglycerol (DG), mono- and
diglycodiacylglycerols, Cer, sphingomyelin (SM) and cerebrosides). The detector
was a single quadrupole mass spectrometer. All the lipids were separated on a
cyano column in less than 15 minutes. MeOH with 0.1% (v:w) ammonium formate
was used as modifier and as make-up solvent. A two dimensional (2D) profile was
constructed which enabled a reliable identification of individual TGs. The 2D profile
was constructed with retention time plotted on the X axis and m/z values on the Y
axis and abundance was shown by the density. The method was applied to the
analysis of lipid plant extracts and it demonstrated its usefulness for high-troughput
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determination of lipid profile [64]. In a follow up article, the same group reported the
analysis of TGs in soybean. The different TG subspecies were separated using three
monolithic silica gel ODS columns connected in series. Methanol 0.1% w/v formic
acid was employed as modifier and as post column make-up solvent. The detector
was a single quadrupole mass spectrometer. The same 2D profile was constructed
which enabled a reliable identification of individual TGs. Moreover, the authors
applied programmed cone voltages from 30 to 90 V, each TG ion were assigned DG
and monoacylglycerol (MG) fragments. The free fatty acid (FFA) composition of TGs
could be determined differentiation between isobaric species was achieved [65].
Ashraf et al. reported the separation and quantitation of underivatized FFA by
UHPSFC and a ODS sub-2-µm column coupled to evaporative light scattering
detector (ELSD) and a high resolution quadupole-time-of-flight (Qq-TOF) mass
spectrometry detector. Isobaric FFA with different chain positions of the double
bonds (e.g., 18:3 (Δ6, 9, 12) and C18:3 (Δ9, 12, 15). The lipids were separated
within 7 minutes which is a much faster separation when compared to GC-MS
conventional methods. Moreover, esterification of FFA is not required [66]. One must
recognize the invaluable contribution of Bamba’s group to the field of lipidomics
using SFC-MS. More recently, Takeda et al. from Bamba’s group published a widely-
targeted quantitative lipidomics method using a diethylamine (DEA) column. The
modifier was MeOH with 0.1% (w/v) ammonium acetate. Peak shape of PA, LPA, PS
and LPS were improved by the addition of 5% water to the modifier solution.
Moreover, separation of positional isomers of lysophospholipid species was
achieved. The article includes a MRM library for over 500 lipid species including
FFA, MG, DG, TG, PC, PE, PI, PG, PS, alkyl-acyl PC, alkenyl-acyl PC, alkenyl-acyl
PE and their corresponding lysoforms as well as cholesterol esters (CE) and
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sphingolipids. The method was applied to the analysis of plasma from rabbit that
were supplemented with eicopentaenoic acid (EPA) during 5 weeks. Lipid molecular
species with an EPA side chain were dramatically increased by approximately 41-
fold, and lipid molecular species with a docosapentaenoic acid (DPA) side chain
were also increased by 5.7 fold as a consequence of the extension of the EPA chain
by the action of elongase-2. On the contrary, the total levels of several lipid classes
with high percentages of incorporation of linoleic acid decreased by EPA
supplementation (LPC, LPE, PC, alkenyl-acyl PC, PE, PI, DG, and TG) as a global
effect due to the reduction of linoleic acid levels (Figure 2) [67]. Lisa and Holcapek
developed a comprehensive lipidomics method using UHPSFC-QTOF-MS on a 1.7
µM BEH column. 436 lipids from 24 different lipid classes were identified and
quantified in 7 minutes. The method was validated with porcine brain extracts (Figure
3) [68]. Al Hamimi et al. performed a comprehensive stationary phase screening for
global lipid profiling by UHPSFC. Diol columns showed improved resolution when
compared with columns having ß-amino alcohol ligands. Non-polar columns
displayed very poor retention of polar lipids. Diol columns provided within lipid class
separation (not achievable with normal-phase-LC (NP-LC) or HILIC) as well as
between lipid class separation (not feasible with reverse-phase-LC (RP-LC)) [69].
The analysis of fifteen estrogen metabolites was achieved in less than ten minutes.
The described HPLC method at that time was almost one-hour long. The analytes
were derivatized with dansyl chloride and two columns connected in series,
cyanopropyl and diol, were used to resolve the metabolites of interest. A QqQ
instrument was use as the detector. The authors report sensitivity level equivalent to
that obtained by HPLC [70]. Quanson et al. reported the high-throughput analysis of
19 endogenous androgenic steroids using unified chromatography. Separation was
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18
achieved within 5 minutes on a 1.7 µm BEH 2-ethylpyridine (2-EP) column.
Moreover, the method displayed superior compound resolution and sensitivity when
compared to UHPLC-RP [71]. De Kock et al. published a method for the separation
and quantifications of 19 steroids from the four major classes (estrogens, androgens,
progestogens and corticosteroids). The separation was achieved in 5 minutes on an
Acquity UPC2 BEH column using MeOH/IPA (1:1; v:v) containing 0.1% Formic acid.
0.1% Formic acid in MeOH was used as make-up solvent. Metabolites were
derivatized with methoxyamine hydrochloride which allows the elimination of excess
of reagent by evaporation. The method was applied to the analysis of plasma
samples from breast cancer patients [72]. Separation of both glucuronide and sulfate
steroids was successfully achieved on both BEH and BEH-2EP although the run
times to obtain the separation of both classes of compounds was 40 minutes. To
provide high-throughput analysis of sulfate steroids was performed on the BEH 2-EP
and glucuronide steroids was achieved on the BEH. Both classes of compounds
were separated in less than 9 minutes. The sample preparation performed is based
on a strong-anion-exchange SPE method which enables the efficient separation of
glucuronated and sulfated esteroids, making this approach practical to the
application [73]. The described UHPSFC-MS/MS method was applied to the analysis
of urine samples of animals treated with steroids. UHPFC provided had better
performance in terms of sensitivity and repeatability compared with UHPLC-MS/MS
[73].
SFC separations of structural isomers of carotenoids was successfully achieved with
a monolithic silica column. This column provided an efficient and fast separation.
Moreover, the low viscosity of SFC mobile phase allowed the employment of long
monolithic columns or connecting three monolithic columns achieving excellent
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19
compound resolution [74]. The same group published in 2011 a high-throughput and
high-sensitivity profiling system for β-cryptoxanthin (βCX) and β-cryptoxanthin fatty
acid ester (βCXFA) [75]. The separation and quantitation of and βCXFA was
achieved using a polymeric type ODS column. MeOH 0.1% ammonium formate w/v
was used as modifier and as make-up post column solvent. The detector was a QqQ
mass spectrometer operating the ion source in ESI positive mode. In 2012 the same
authors expanded to the analysis of epoxidiced carotenoids and the method was
successfully applied to human plasma samples and low-density lipoprotein samples
[76]. More recently a qualitative and quantitative profiling of carotenoids and
apocarotenoids in intact human blood employing SFE-SFC-MS/MS was carried out
[77]. Zeaxanthin, βCX, β-carotene, and capsanthin, and some apocarotenoids
(carotenoids oxidative and enzymatic cleavage products) were directly extracted and
identified, some of them for the first time. 10 µL of whole blood ere directly loaded
into the available vessel in the SFE instrument (Shimadzu Corporation, JP).
Compound separation was achieved on a C30 150 mm x 4.6 mmx 2.7 µm column
[77].
25 conjugated and unconjugated Bile acid species were resolved and analyzed
using an amide 1.7 µm particle size column and MeOH/water (95:5, v:v) with 0.2%
ammonium formate (w:v) and 0.1% formic acid (v:v) as modifier. The detector was a
QqQ mass spectrometer operating the ion source in ESI negative mode. The method
was applied to the analysis of rodent serum samples with a simple methanol
extraction sample preparation procedure [24].
Oxylipins, including eicosanoids, docosanoids, and octadecanoids, are an important
family of lipids, which are formed by the oxidation of polyunsaturated fatty acids
(PUFA). Berkecz, et al. developed an UHPSFC-ESI-MS method with the ion source
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20
operating in negative mode. The optimum separation was achieved with a 1-
aminoantrhacene column. 46 oxylipin standards were screened. UHPSFC enabled
the separation of only 20 isobaric oxylipins while UHPLC provided the baseline
separation of 24 isobaric species. Moreover, the LC method resulted to be
considerably more sensitive [78].
Hexosylceramides consist of both glucosylceramides and galactosylceramides,
which cannot be distinguished by RP-HPLC-MS/MS. Both diastereomers can be
resolved and quantified by SFC-MS/MS on a silica column using MeOH as modifier.
This methodology is used in our Metabolic Phenotyping Core facility at UT
Southwestern Medical Center as part of the services offered at the research
community. This technique was applied to study renal gycosphingolipid metabolism
in lupus nephritis. The analyses were provided by the Medical University of South
Carolina Lipidomics Core Facility. Most of the glucosylceramide species were found
to be significantly elevated, whereas galactosyl species remained unchanged [79].
Gangliosides are a species of glycosphingolipids with one or more sialic acids linked
to a galactose residue or an N-acetylgalactosamine residue in a carbohydrate
moiety.
Gangliosides have complicated structures consisting of hydrophilic oligosaccharide
chains, ceramides as lipophilic fatty acid chains and ionic sialic acid residues.
Variation of either the polar or the ceramide chain generates structural diversity. The
diversity and complexity result in numerous difficulties in separation and analysis.
Recently, gangliosides profiling in swine brain extracts was accomplished by offline
2D SFC on a diol column x RP-LC on a ODS column. The detector was a Q-TOF
mass spectrometer. The different fraction collected by SFC were further analyzed by
LC/MS [80].
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21
Vitamins. Bamba’s group reported the simultaneous analysis for water- and fat-
soluble vitamins by unified supercritical fluid chromatography and liquid
chromatography which bridges SFC and LC. The gradient of the mobile phase
started at almost 100% SCCO2 and was completely replaced with 100% methanol at
the end. 17 vitamins were separated in 4 minutes using non-end-capped ODS
column and methanol/water (95:5, v:v) with 0.2% (w:v) ammonium formate [81].
Vitamin D isomeric metabolites were quantified in human plasma samples by SFC-
LC-MS/MS on a 3 µm cellulose column in 6 minutes. Chiral metabolites
23,25(OH)2D3, 24,25(OH)2D3 and 1α,25(OH)2D3 along with the c3-epimer 3-epi-
25OHD3 from 25OHD2, and 24OHD2 from 25OHD2. A more sensitive method
employing metabolite derivatization with 4-phenyl-1,2,4-triazoline-3,5-dione (PTAD)
was also described [82]. A sensitive high-throughput analysis of vitamin K1 in human
samples was described by Sandvik et al. [83]. The sample preparation was
performed semi-automatically and consisted on a 96-well SPE plate (Oasis
hydrophilic-lipophilic balance (HLB) PRIME). The employed chromatography column
was a sub-2-µm Acquity UPC2 Torus 1-Amino Anthracene (1-AA). Compound
analysis and column re-equilibration was achieved in less than 4 minutes. The
method was successfully applied to clinical plasma samples [83].
Polar metabolites. Akbal et al. demonstrated the practicability of SFC-MS for the
analysis of polar metabolites in urine. 74 metabolites could be detected in a single
analysis separated on a diol column and the use of a metabolomics library. The
combination SFC with high-resolution mass spectrometry becomes particularly
attractive with data independent acquisition mode in particular sequential window
acquisition of all theoretical mass spectra (SWATH/MS) as it enables to obtain
qualitative and quantitative information in a single analysis at the MS2 level. With
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22
SWATH/MS, the sample can be re-interrogated at any time. When ultimate
sensitivity is required, these methods could be easily transferred to triple quadrupole
instruments [84].
Simultaneous analysis of hydrophilic and lipophilic substances. In recent years there
have been some efforts to expand SFC-MS to global metabolomics. This application
is where the great potential of SFC in the future resides. Desfontaine et al. used
unified chromatography gradient from 2 to 100% organic modifier in CO2 to cover the
widest possible range of analytes. The investigators covered a wide range of
stationary phases chemistries and found that taking into account the kinetic
performances and upper pressure limit of the SFC system, the most appropriate
stationary phase technology to work with unified gradient was the columns packed
with sub-3-µm superficially porous particles, due to their high efficiency and the
limited generated pressure. In terms of chemistry, the best stationary phases for this
application is HILIC. The use of a sample diluent containing 50% ACN as injection
solvent was fundamental for this application. The authors concluded that for the
mobile phase, a significant amount of salts was necessary to increase solubility,
decrease retention and obtain suitable peak shapes for ionizable species. They
accomplished the simultaneous analysis of 57 metabolic compounds covering a wide
range of chemical classes, such as nucleosides, nucleotides, small organic acids,
small bases, sulfated/sulfonated metabolites, poly-alcohols, lipid related substances,
quaternary ammonium metabolites, phosphate-based substances, carbohydrates
and amino acids (Figure 4) [85]. In a follow up article, the same group expanded this
application to the evaluation of the impact of biological matrices commonly analyzed
in metabolomics, such as urine or plasma using UHPSFC coupled to a high
resolution MS instrument. Only a limited number of compounds displayed matrix
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23
effect in both matrices (30% in plasma; 25% in urine). Ion suppression was the main
source of matrix effect for urine. Additionally, the authors examined commercial
mass spectrometry library of compounds containing almost 600 metabolites (Sigma
Mass Spectrometry Metabolite library of Standards, Sigma-Aldrich, St. Louis, MO).
The detection success was of 66%. However, poor performance was found for
phosphorylated metabolites, and nucleotides [86]. Perrenoud et al. demonstrated
that UHPSFC-QTOF-MS is a suitable tool for the analysis of 120 secondary
metabolites from plant extracts. These metabolites are bioactive agents with
pharmacological applications. They selected a library of compounds displaying a
broad range of physical properties (covering more than 18 logP orders of magnitude)
including, alkaloids, amino acids, fatty acids and steroids among others. In addition,
the authors performed an extensive and systematic study on column stationary
phase chemistries [87].
Recently Suzuki et al. used online SFE-SFC to analyze the disease biomarkers in
dried serum spots, with the aim to apply the relative differences in biomarkers to
disease diagnosis. In this study, four hydrophilic metabolites and 17 hydrophobic
metabolites were simultaneously detected within 15 min, and they exhibited
comparable diagnostic performance to the serum analysis using LC-MS/MS [88].
Proteins and peptides. The major limitation of SFC in the separation and analysis of
peptides and proteins is the low solubility of these biomolecules in organic solvents
typically required for SFC-MS [89, 90]. By modifying the SFC solvent with a variety of
polar additives, it is possible to exploit the improved speed, resolution, and normal
phase properties of SFC for the separation of peptides with analysis by ESI-MS.
Solubility problems encountered in RP-HPLC solvents are avoided since SFC is
compatible with MeOH, trifluoroethanol (TFE), chloroform, and many of the other
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24
solvents used to dissolve hydrophobic peptides and proteins [89]. Orwa et al.
demonstrated the rapid analysis of gramicidin and other peptides. A commercially
available sample of gramicidin D, a heterogeneous mixture of six components was
analyzed by both HPLC-MS and SFC-MS. The SFC-MS system separated the three
forms of gramicidin (B, C, and A) in under 5 min whereas by HPLC-MS, it was
difficult to achieve any notable separation of the three in less than 30 min. MeOH
with 0.2% water, 0.01 M ammonium acetate, and 0.4% isopropylamine, was initially
found to produce the best separation of the gramicidin, and later it was found that
methanol with 0.5% TFE worked as well [89, 91]. SFC-MS was also applied to
alleviate Hydrogen/Deuterium back exchange in solution phase in proteomic
analyses [92]. In 2006 Zheng et al. screened the elution of polypeptides up to 40
residues using SFC [93]. The polypeptides contained a variety of acidic and basic
residues. Trifluoroacetic acid (TFA), a relatively strong acid, was used as additive in
the CO2/ MeOH mobile phase to suppress ionization of the peptides’ carboxylic acid
groups and to protonate the peptides’ amino groups. TFA acid likely protonates
some fraction of the employed pyridine functional groups on the ethylpyridine
stationary phase. Fronting peak shapes and lower retention were observed when
higher concentrations of TFA acid were used. The authors hypothesized that
electrostatic repulsion between the protonated peptides and some fraction of the
stationary-phase functional groups takes place. Three silica-based stationary
phases: a strong anion exchange, an amino, and an ethylpyridine stationary phase
were investigated. The ethylpyridine was the only one from which the peptides were
eluted. This was probably due to deactivation of the active silanol groups (as the
stationary phase was not end capped) by hydrogen bonding between the pyridine
functional groups on the stationary phase and the silanols, as well as limited access
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25
to the silica surface due to steric hindrance caused by the pyridine aromatic ring. The
mobile phase is compatible with mass spectrometry analysis [93]. Membrane
proteins comprise 25-30% of the human genome and play critical roles in a wide
variety of important biological processes [94]. However, their hydrophobic nature has
compromised efforts at structural characterization by both X-ray crystallography and
mass spectrometry. The detergents that are generally used to solubilize membrane
proteins interfere with the crystallization process essential to X-ray studies and
cause severe ion suppression effects that hinder mass spectrometric analysis. In
2008 Zhang et al. reported the use of supercritical fluid chromatography-mass
spectrometry for the separation and analysis of integral membrane proteins and
hydrophobic peptides. It was shown that detergents were rapidly and effectively
separated from the proteins and peptides, yielding them in a state suitable for direct
mass spectrometric analysis [95]. The chromatographic separation was performed
on a SFC cyano-bonded silica, non-end-capped. Different mobile phase modifiers
consisted of either MeOH with 0.5% Trifluoroethanol (TFE), methanol with 0.1%
TFA, or methanol with CHCl3 and 1% aqueous formic acid (4:4:1; v:v:v). Gramicidin
and bacteriorhodopsin were purified from detergents and lipids by SFC, and high-
quality on-line mass spectra were acquired. Photosystem II was also investigated by
SFC-MS, and a total of 16 out of 26 core proteins eluted in 15 min. Enmark et al.
investigated the robustness of SFC separations of the peptide gramicidin, using
either isocratic or gradient elution [96]. The column stationary phase was a pH-stable
hybrid silica column (Kromasil SFC-2.5-XT) and using an eluent containing CO2,
water, and MeOH. The authors reported that in gradient elution, the separation is at
least three times more robust to perturbations than in isocratic elution. Finally, the
methods were transferred to another laboratory. The results of the isocratic method
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26
differed greatly between the laboratories, the main reasons for this being differences
in pressure and in the total co-solvent fraction between the systems. For the gradient
separation, the transfer was successful. The results clearly indicate that gradient
elution resulted in a considerably more robust separation system [96].
Supplementary Table 1 summarizes the methods and applications described in
Section 4.
5. Technical considerations Supercritical Fluid Chromatography-MS versus
HPLC-MS
SFC offers several potential advantages over LC regarding complementary
selectivity, which has given SFC great applications in enantioseparations, and rapid
analysis time as well as reduced solvent consumption with an environmental benefit
of using CO2. With modern SFC reliable instrumentation, scientists who are
experienced in the use of HPLC equipment will find that in terms of usability and
application, SFC is very similar. When the two techniques are compared, many
similarities are apparent: both can be used in different modes based on stationary
and mobile phase characteristics, organic modifiers and additives are used to adjust
selectivity, silica based porous or fused core particles can be employed and
separations are run in either gradient or isocratic mode. However, in SFC small
changes in pressure affect fluid density can have a strong effect on the analyte
retention. A backpressure regulator to keep the system pressure stable is a crucial
part of an SFC system. To increase metabolite ionization and sensitivity a make-up
solution can be introduced post column without affecting the chromatography or pH
column stability. One of the most challenging aspects of SFC is the fact that
retention mechanisms are not as well defined in SFC-MS as they are in LC making
the method development more empirical [18].
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When comparing SFC-MS and LC-MS matrix effect, optimizing the post-column
make-up solution is fundamental [97] it also prevents compound precipitation in the
ion source when using less than 5% of modifier. From supercritical conditions to
gaseous state (room temperature, atmospheric pressure), the CO2 expands around
430 times, contributing to almost 5% of the nebulizing process. In positive mode, the
presence of ammonium ions either in the mobile phase or in the make-up did
significantly increase the MS signal, even at basic apparent pH. The ionization
performance of electrospray is influenced by the acidic buffer power of the carbon
dioxide, and was found to be restricted in the apparent pH range of 3.8–7.2 [97].
Svan et al. conducted an in depth study to determine the differences in matrix effects
using SFC and HPLC. Both chromatographic systems were coupled to a QqQ and a
Q-TOF mass spectrometers operating in ESI in positive and negative mode. A wide
range of matrices were tested using post extraction addition and post column
infusion methods. For LC, 65% of all the tested compounds were enhanced in all the
matrices compared to only 7% for SFC. Polar compounds from water-based samples
such as urine, add additional challenges for SFC [98]. Desfontaine et al. found a
lower susceptibility to matrix effect in SFC versus LC (reverse phase) particularly in
urine when a simple dilute and shoot clean-up procedure was performed. The type of
matrix effect observed in LC-MS/MS was generally a signal enhancement and an ion
suppression for urine and plasma samples, respectively. In the case of SFC-MS/MS,
the type of matrix effect randomly varied according to the analyzed matrix, selected
column and sample treatment [99].
Due to the lower viscosity of the mobile phase in SFC it is a common practice to
connect two or more columns in series. Tandem column (TC)-SFC is an economic
way to combine selectivity from multiple columns and in comparison to the complex
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instrument setup required for 2D separations, TC-SFC can be conducted using a
conventional SFC instrument. Coupling columns of the same type in series is an
economic way to produce longer columns in the laboratory. Longer columns produce
a higher peak capacity and separation efficiency. When complete separation of all
components on one column type is not achievable, coupling columns with
complementary selectivity offers a potential solution. This approach is also
compatible with tandem coupling of chiral and achiral columns or two or more chiral
columns [100, 101].
6. Conclusions and Future Directions
Supercritical fluid chromatography by age could be considered a mature separation
technique but by knowledge of the separation process it lags well behind gas and
liquid chromatography. Both kinetic optimization and retention mechanisms seem
more complex and interdependent on the system operating conditions resulting in
the lack of a comprehensive model for column design. Most of what is known about
the factors that are responsible for separations is descriptive and at best semi-
empirical in supercritical fluid chromatography and in need of further study [102].
West et al. have recently published a couple of articles evaluating the effects of
common additives on polarity and acidity of the mobile phase [103] and absorption
on the stationary phase [104]. In the last section of this series of papers, the authors
anticipate the examination of the possible effects occurring between the analytes
and additives [104].
Along with the commercialization of a new generation of instruments, SFC gains
improved performance, reliability and robustness, and the on-line coupling SFC
system has been booming recently. So far, SFE and SPE are the two major sample
preparation techniques which have been online coupled with SFC. The SPE-SFC
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system consists of an SPE module and an SFC module. The configuration of the
SPE-SFC system is quite similar to that of the common online SPE-UHPLC system
because both of them use the valve switching strategy [105]. SFE-SFC-MS or SFE-
SFC-MS/MS could become a fundamental tool for comprehensive lipid profiling [53,
88]. Analysis of drugs and drugs metabolites in dry urine samples is also achievable
with this technique [106, 107]. Recently, Wicker et al. reported a multivariate
approach for on-line SFE-SFC-MS/MS for method development with the aim to
better understand the synergistic relationship between the extraction and separation
processes by focusing on the optimization of extraction parameters for target
analytes with a wide range of physicochemical properties in matrices of variable
retentivity. The authors anticipate to expand their studies including analyte
descriptors (log D or Abraham solvation parameters), different column chemistries
and the examination of the trapping efficiencies of different stationary phases for on-
line coupling of SFE to SFC [108].
SFC has already shown its potential for untargeted metabolomics by coupling the
chromatographer to a high resolution mass spectrometer [6, 12, 65, 87, 88, 109,
110].
Modern and most advanced instrumentation has the capability to perform unified
chromatography which allows to obtain a wide range of solvent polarity, the modifier
composition can range from 0 to 100% when using pcSFC. Applying this approach
may enable the separation and simultaneous analysis of diverse polarity compounds
that are typically analyzed not only with different methods but with different
separation techniques. Unified chromatography continuously shifts the physical state
of the mobile phase without phase separation by controlling temperature and back
pressure. This expands the convergence regions among GC, SFC and LC for
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30
metabolite analysis [6]. Indubitably SFC hyphenated to MS is a complementary
analytical technique that has become an essential tool in the metabolomics
laboratory.
In the world of peptides and proteins, the reduced number of publications to date
provide preliminary work and, to this author’s knowledge, applications to the analysis
of biological samples has not been reported [94-96]. This is a field that will require
extensive exploration.
Other area where a major development is foreseen in the near future, is the
implementation of multi-dimensional chromatography systems incorporating SFC as
one of more dimensions [110].
Acknowledgement
The author thanks Dr. Kevin A. Schug, Dr. Christy Gliniak and Dr. Philipp E. Scherer
for useful discussions. RG is supported by US National Institute of Health (NIH) grant
P01 DK088761.
Conflict of Interest: The author declares no conflict of interest.
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31
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Figure Captions
FIGURE .1. System configuration of SFC/MS interface [20].
FIGURE 2. High-resolution SFC separation of each lipid class using a DEA column.
A) SFC/QqQMS (MRM) chromatograms of internal standard mixture of 19 lipid
classes. B) SFC/MRM chromatograms of lipids in the WHHLMI rabbit plasma [67].
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FIGURE 3. Positive-ion UHPSFC/ESI-MS chromatograms of mixture of lipids class
standards [68].
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48
FIGURE 4. Proportion of non-detected peaks (red), distorted peaks (orange) and
Gaussian peaks (green) obtained on the seven tested stationary phases. Mobile
phase: CO2+10mM in MeOH/water (95:5; v:v). Mobile phase temperature of 40 °C
and backpressure of 120 bar [85].