High-speed Separation Research Articles

Classification of high-speed gas chromatography–mass spectrometry data by principal component analysis coupled with piecewise alignment and feature selection

A useful methodology is introduced for the analysis of data obtained via gas chromatography with mass spectrometry (GC–MS) utilizing a complete mass spectrum at each retention time interval in which a mass spectrum was collected. Principal component analysis (PCA) with preprocessing by both piecewise retention time alignment and analysis of variance (ANOVA) feature selection is applied to all mass channels collected. The methodology involves concatenating all concurrently measured individual m/ z chromatograms from m/ z 20 to 120 for each GC–MS separation into a row vector. All of the sample row vectors are incorporated into a matrix where each row is a sample vector. This matrix is piecewise aligned and reduced by ANOVA feature selection. Application of the preprocessing steps (retention time alignment and feature selection) to all mass channels collected during the chromatographic separation allows considerably more selective chemical information to be incorporated in the PCA classification, and is the primary novelty of the report. This methodology is objective and requires no knowledge of the specific analytes of interest, as in selective ion monitoring (SIM), and does not restrict the mass spectral data used, as in both SIM and total ion current (TIC) methods. Significantly, the methodology allows for the classification of data with low resolution in the chromatographic dimension because of the added selectivity from the complete mass spectral dimension. This allows for the successful classification of data over significantly decreased chromatographic separation times, since high-speed separations can be employed. The methodology is demonstrated through the analysis of a set of four differing gasoline samples that serve as model complex samples. For comparison, the gasoline samples are analyzed by GC–MS over both 10-min and 10-s separation times. The successfully classified 10-min GC–MS TIC data served as the benchmark analysis to compare to the 10-s data. When only alignment and feature selection was applied to the 10-s gasoline separations using GC–MS TIC data, PCA failed. PCA was successful for 10-s gasoline separations when the methodology was applied with all the m/ z information. With ANOVA feature selection, chromatographic regions with Fisher ratios greater than 1500 were retained in a new matrix and subjected to PCA yielding successful classification for the 10-s separations.

Advances in immunoanalysis of single cells with capillary electrophoresis

After completion of a large number of genome-sequencing projects, we are in the era of the ‘-omics’, such as genomics, proteomics, metabolomics, and glycomics. These ‘-omics’ demand high-throughput of measurement techniques for average evaluation of hundreds to thousands of cells or targeting analysis of the biomarkers amongst such complex samples. But single-cell analysis can still tell us individual differences, give us the details of the processes occurring inside single cells, and reveal the existence of subpopulations of cells whose unique activities and characteristics have hitherto been obscured by population averaging. Particular benefits of capillary electrophoresis (CE), including small sample size, high separation speed and efficiency, and compatibility with the cellular environment, make it a suitable tool for single-cell analysis. There are thousands of compounds in one cell and it is still quite challenging to target what we are interested in on the single-cell scale with CE. One solution is immunoassay with CE, which combines the selectivity of immunoassay and the high separation efficiency of CE and makes targeting analysis possible on the single-cell scale. Immunoassay has become a popular technique because of its ability to selectively target a compound at trace levels in the presence of potential interferences at much higher concentrations, and its selectivity is based on the binding affinity between the antibody and the antigen. Common immunoassay formats are time consuming and labor intensive. Several technologies based on immunoassay, such as high-performance immunoaffinity chromatography (HPIC) [1], the capillary enzyme-linked immunoassay [2], and CE/immunoassay [3], were developed to overcome the drawbacks of common immunoassay formats. Moreover, the technique of CE with immunoassay may be amenable to automation and allow complete detection within several minutes. After immunoreaction of antibody and antigen, a CE separation of the mixture should reveal two types of zone: one corresponding to the complex and the other corresponding to free antigen or free antibody. If the complex remains stable on the separation time scale, then it should be possible to qualify and quantify the antibody/ antigen in the mixture based on the complex formed and/or the decrease of free antigen/antibody. The adaption of CE/immunoassay for single-cell applications presents several challenges, because the amount of material in a single cell is in the range of fmol to zmol and a CE analysis is usually applied after immunoreaction is finished, which often takes several minutes. Dilution of the constituents in a single cell should be minimized as much as possible in order to allow efficient target detection after the immunoreaction. The injection end of the capillary and the cell itself provide possibilities as the immunoreaction environment. A capillary with a diameter of tens of micrometers limits the diffusion/dilution of the complex and antigen during immunoreaction. The cell itself is another choice because the cell membrane is an impermeable barrier and keeps essential metabolites and macromolecules inside the cell. Single-cell assay requires increasingly sensitive and selective detection technology. The detection methods often utilized in single-cell measurements are either laserinduced fluorescence (LIF) detection or electrochemical detection (ED). Since many antibodies and antigens, labeled with fluorescence reagents such as fluorescein isothiocyanate (FITC), are commercially available [4, 5], LIF detection method is commonly employed for single-cell measurement with CE/immunoassay. H. Zhang (*) . S. Tian State Key Laboratory of Microbial Technology, Shandong University, Jinan, 250100, People’s Republic of China e-mail: zhanghua@sdu.edu.cn

Nurses’ Advance Care Planning Communication: An Investigation

The study is aimed to develop a rapid and efficient supercritical fluid chromatography coupled with diode-array detection (SFC-DAD) method for simultaneous quantification of six flavonoids in Citri Reticulatae Pericarpium (CRP). The chromatographic parameters including stationary phase, mobile phase composition, back pressure, temperature and flow rate, were systematically optimized with single-factor test. The results indicated that the six compounds were baseline separated on an Agilent Zorbax RX-SIL column using gradient elution within 10 min. The optimized mobile phase was constituted of carbon dioxide (CO2) and methanol. And the parameters were set as follows: backpressure, 95 bar; temperature, 45 °C; flow rate, 0.8 mL/min. The optimized method showed satisfactory retention and resolution for the analytes. The method was validated to demonstrate its selectivity, linearity, precision, accuracy and robustness. Thus, the verified SFC method was successfully applied to quantification of flavonoids present in CRP samples. The results indicated that SFC has the potential to become an excellent alternative for the analysis of flavonoids in herbal medicines, owning to its intrinsic features like high efficiency, separation speed and eco-friendly characteristics.

High-Speed Electroseparations Inside Silica Colloidal Crystals

Crystals made from 200 nm silica colloids are hardened and chemically modified with chlorodimethyloctadecylsilane for use in electrically driven, reversed-phase separations. A van Deemter plot reveals extremely narrow peak widths for the separation of a cationic hydrophobic dye, DiI, with both the A and C terms 10-fold smaller than those for a conventional HPLC column. Electrically driven separations are demonstrated to be achieved in less than 10 s for three dyes differing in hydrophobicity and also for three peptides differing in electrophoretic mobility. The results show that these media are promising for high-speed separations.

Fast and Efficient Separations Using Reversed Phase Liquid Chromatography

Liquid chromatography has seen a dramatic increase in speed and efficiency over the past decade. The advances in separation speed have been mostly related to the development of column technology and instrumentation. The column technology includes small uniform particles, monolithic columns, and thermally stable phases with various bonding chemistries. Relatively short columns packed with sub‐2 µm particles provide high speed and efficient separations. The high porosity and small skeleton size of monolithic columns permit operation at high flow rates on relatively long columns, using a conventional LC system for high speed and high efficiency separation. The new instrumentation is associated with ultra‐high pressure pump systems and high temperature systems. Ultra‐high or very high pressure pump systems have been used to overcome the high pressure drop generated by small particles. High temperature liquid chromatography allows fast separation using high linear velocities and stable stationary phases. In this review, ultra‐high pressure liquid chromatography, ultra‐performance liquid chromatography, monolithic columns, and high temperature liquid chromatography are discussed as means for attaining fast and efficient separations. Minutes to sub‐minute separations for various samples are demonstrated using these technologies.

Conformational separation of monosaccharides of glycoproteins labeled with 2-aminoacrydone using microchip electrophoresis

The conformational separation of monosaccharides labeled with fluorescent 2-aminoacrydone (AMAC) was performed by electrophoresis on a plastic microchip with light-emitting diode confocal fluorescence detection. The AMAC-labeled five neutral monosaccharide mixture (D-glucose (Glc), D-mannose, D-galactose, L-fucose, and D-xylose) or two amino monosaccharide mixture (N-acetyl-D-glucosamine and N-acetyl-D-galactosamine) were well separated at pH 8.5 and 0.5% w/v methylcellulose of 200 mM borate buffer conditions using microchip electrophoresis. The separation was successfully performed considering the difference in stability of the complex between the hydroxyl residue of the monosaccharide and borate ions, and we found that 200 mM and pH 8.5 of borate buffer conditions were critical. High-speed separation for the neutral monosaccharides (50 s) and for amino monosaccharides (70 s) was attained at a 400 V/cm of electric field condition, showing all peak resolutions were greater than 0.9% and RSD of mobility were less than 1.9%. The detection limits of 0.86 microM for Glc and <1 microM for all other monosaccharides were enhanced with the addition of 0.5% w/v methylcellulose to the buffer. These attainments are fully compatible with conventional CE. The analysis of the subtle differences in the conformational stability and the value of the hydroxyl residue of the borate complex allowed the development of an efficient prospective tool for attaining high-resolution separation of monosaccharide mixtures having complicated and analogous conformations.

Determination of zonisamide by a coated monolithic column

In this paper, a monolithic ODS-silica gel column dynamically coated with cetylpyridinium chloride (CPC) was used to demonstrate the high-speed and efficient separation of zonisamide (1,2-benzisoxazole-3-methanesulfonamide, ZNS), its raw material (1,2-benzisoxazole-3-methanecarbonic acid) and intermediate (sodium 1,2-benzisoxazole-3-methanesulfonate) in drugs. Using a 40 mmol/L sodium perchlorate solution (pH 7.0) containing 10% acetonitrile as eluent, the analytes were eluted with a sharp and symmetrical peak within 3.0 min, detected with UV detection at 210 nm. The column demonstrates excellent stability over time, and exhibits unusual selectivity for pharmaceutical analysis. Thus, by this developed method, zonisamide in drug samples can be determined rapidly with high recoveries and good selectivity.

Comprehensive two‐dimensional HPLC to study the interaction of multiple components in Rheum palmatum L. with HSA by coupling a silica‐bonded HSA column to a silica monolithic ODS column

A mode of comprehensive 2-D LC was developed by coupling a silica-bonded HSA column to a silica monolithic ODS column. This system combined the affinity property of the HSA column and the high-speed separation ability of the monolithic ODS column. The affinity chromatography with HSA-immobilized stationary phase was applied to study the interaction of multiple components in traditional Chinese medicines (TCMs) with HSA according to their affinity to protein in the first dimension. Then the unresolved components retained on the HSA column were further separated on the silica monolithic ODS column in the second dimension. By hyphenating the 2-D separation system to diode array detector and MS detectors, the UV and molecular weight information of the separated compounds can also be obtained. The developed separation system was applied to analysis of the extract of Rheum palmatum L., a number of low-abundant components can be separated on a single peak from the HSA column after normalization of peak heights. Six compounds were preliminarily identified according to their UV and MS spectra. It showed that this system was very useful for biological fingerprinting analysis of the components in TCMs and natural products.

Properties of Monolithic Silica Columns for HPLC

Monolithic silica columns and their use in high peak-capacity HPLC separations are reviewed. Monolithic silica columns can potentially provide higher overall performance than particle-packed columns based on the variable external porosity and variable through-pore size/skeleton size ratios. The high permeability of monolithic silica columns resulting from the high porosity is shown to be advantageous to generate large numbers of theoretical plates with long capillary columns. High permeability together with the high stability of the network structures of silica allows their use in high-speed separations required for a second-dimension column in two dimensional HPLC. Disadvantages of monolithic silica columns are also described.

On-chip micellar electrokinetic chromatographic separation of phenolic chemicals in waters

This paper describes on-chip micellar electrokinetic chromatography (MEKC) separation of bisphenol A and 3 kinds of alkylphenols, which have been recently recognized as endocrine disrupting chemicals for fish by the Japanese government, using microchip capillary electrophoresis with UV detection. We successfully obtained high-speed separation of the phenolic chemicals within 15 s as optimizing in microfluidic controls and MEKC separation conditions. We obtained fairly good linearity with correlation coefficient of over 0.98 from 0 to 50 mg/l phenolic chemicals except for 4-nonylphenol, which sample is the mixture of many geometrical isomers ( r = 0.86). The values of the relative standard deviation for peak height in 50 mg/l phenolic chemicals were less than 8% except for bisphenol A (11.0%). The limits of detection obtained at a signal-to-noise ratio of 3 were from 5.6 to 20.0 mg/l. To realize on-site monitoring, we described strategy for on-chip MEKC analysis of the phenolic chemicals in waters using a portable analyzer based on microfluidic devices.

Large‐pore mesoporous SBA‐15 silica particles with submicrometer size as stationary phases for high‐speed CEC separation

A new mesoporous sphere-like SBA-15 silica was synthesized and evaluated in terms of its suitability as stationary phases for CEC. The unique and attractive properties of the silica particle are its submicrometer particle size of 400 nm and highly ordered cylindrical mesopores with uniform pore size of 12 nm running along the same direction. The bare silica particles with submicrometer size have been successfully employed for the normal-phase electrochromatographic separation of polar compounds with high efficiency (e.g., 210,000 for thiourea), which is matched well with its submicrometer particle size. The Van Deemeter plot showed the hindrance to mass transfer because of the existence of pore structure. The lowest plate height of 2.0 microm was obtained at the linear velocity of 1.1 mm/s. On the other hand, because of the relatively high linear velocity (e.g., 4.0 mm/s) can be generated, high-speed separation of neutral compounds, anilines, and basic pharmaceuticals in CEC with C18-modified SBA-15 silica as stationary phases was achieved within 36, 60, and 34 s, respectively.

Evaluation of split/splitless operation and rapid heating of a multi-bed sorption trap used for gas chromatography analysis of large-volume air samples

The effects of split-flow operation and rapid trap heating on injection-plug widths from an electrically heated, microscale, multibed sorption trap were evaluated. The sorption trap has been designed to quantitatively collect volatile organic compounds from large-volume vapor samples and inject them into a gas chromatograph. Previous trap designs resulted in injection-plug widths of typically a second or more, and this significantly degraded chromatographic resolution, particularly for early-eluting sample components and for high-speed separations. Injection-plug widths are determined by the heating rate of the trap during sample desorption and the volumetric flow rate of carrier gas through the trap. The effects of the heating rate of the trap and carrier gas velocity through the trap on the injection-plug widths of pentane, octane, and undecane were studied. Carrier gas velocity through the trap was increased by splitting the flow coming from the trap between the column and a vent. This decreases transport time from the trap to the column, and thus decreases injection-plug widths. The heating rate for the trap was increased by increasing the applied voltage in the range from 4 to 30 V. Increasing the heating rate decreases the time required to desorb the analytes from the sorbent bed, thus decreasing injection-plug width. Injection-plug widths as small as 89, 210, and 520 ms were obtained in the split mode with very fast heating rates for n-pentane, noctane, and n-undecane, respectively. The effect of split ratio on resolving power, peak height, and peak width was also evaluated.

Two-dimensional HPLC on-line analysis of phosphopeptides using titania and monolithic columns

Conventional and comprehensive two-dimensional (2D) HPLC systems using the combination of titania and monolithic columns were established for the on-line analysis of phosphopeptides. Compared with immobilized metal affinity chromatography of a general method for the analysis of phosphopeptides, the use of titania columns in the analysis permits the specific isolation of phosphopeptides in a higher yield. Using the current 2D HPLC systems, phosphopeptides were specifically isolated from nonphosphorylated peptides by the first-dimension titania column, followed by the high-speed separation of the phosphopeptides by the second-dimension monolithic column. Proteolytic digests of β-casein were analyzed within 30 min using the comprehensive 2D HPLC system; all phosphopeptides from β-casein could be efficiently isolated and identified by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. The comprehensive 2D HPLC system coupled with mass spectrometry will be useful for high-throughput and on-line phosphoproteome analyses.

A capillary–PDMS hybrid chip for separations-based sensing of neurotransmitters in vivo

A chip fabricated by multilayer soft lithography of poly(dimethylsiloxane) was created for separations-based sensing of neurotransmitters in vivo. The chip incorporated a pneumatically actuated peristaltic pump and valving system to combine low-flow push-pull perfusion sampling, on-line derivatization, and flow-gated injection onto an embedded fused-silica capillary for high speed separation of amine neurotransmitters from the brain of living animals. Six 160 microm wide by 10 microm high control channels, actuated with an overlapping 60 degrees pulse sequence, simultaneously drove sample and buffers through fluidic channels of the same dimensions. Tunable sampling flow rates of 40 to 130 nL min(-1) and separation buffer flow rates of 380 to 850 nL min(-1) were achieved with actuation frequencies between 3 and 10 Hz. On-line sampling of amine neurotransmitters with separation efficiencies in excess of 250,000 plates, detection limits of approximately 40 nM, and relative standard deviations of 4% for glutamate and aspartate were achieved in vitro. Electropherograms with resolution of gamma-aminobutyric acid, glutamine, taurine, serine, glycine, o-phosphorylethanolamine, glutamate, and aspartate could be collected every 30 s for over 4 h in vivo. It was also shown that pharmacological agents could be delivered and subsequent changes in neurotransmitter profile could be measured when delivering either 70 mM K+ artificial cerebrospinal fluid or 200 microM l-trans-pyrrolidine-2,4-dicarboxilic acid with the chip. These results demonstrate the ability of this chip to sample and monitor chemicals in the complex environment of the central nervous system with high selectivity and sensitivity over extended periods.

Development of an analytical method using microchip capillary electrophoresis for the measurement of fluorescein-labeled salivary components in response to exercise stress

We have developed an analytical method using microchip capillary electrophoresis (microchip CE) for the high-speed separation of fluorescein-labeled salivary components in response to exercise stress. Optimal separation was obtained using a borate buffer at pH 9.5 containing 10 mM β-cyclodextrin and 1.0% (w/v) methylcellulose. To minimize individual differences in human saliva, such as viscosity, conductivity, and contaminants, the concentration of methylcellulose in the analytical conditions played a key factor. The optimized separation conditions produced identical electropherograms successfully despite of the use of different microchips made from quartz glass or poly-methylmethacrylate (PMMA). In addition, a practical application of bicycle ergometer stress was performed. Some components in human saliva showed a marked decrease after exercise stress.

Analysis of Lipoproteins by Microchip Electrophoresis with High Speed and High Reproducibility

A method for the fast analysis of lipoproteins by microchip electrophoresis with light-emitting diode confocal fluorescence detection has been developed. Lipoproteins labeled with BODIPY FL C(5)-ceramide are found to strongly adsorb on the bare surface of a poly(methyl methacrylate) (PMMA) microchip. Sodium dodecyl sulfate and cetyltrimethylammonium bromide were therefore utilized to alter lipoproteins and channel surface to make them bear the same type of charge. After modification, the peak shape of lipoproteins was greatly improved, demonstrating lipoprotein adsorption on a PMMA chip dramatically reduced due to electrostatic repulsion. In addition, polymers were added into the running buffer to suppress electroosmotic flow and to serve as a sieving matrix. As a result, lipoprotein separation was manipulated by both electrophoretic mobilities and particle sizes. Various separation parameters including surfactant concentration, buffer pH, and polymer concentration as well as on-line concentration were investigated systematically. Under optimal conditions, two baseline separations of standard lipoproteins including high-density lipoprotein, low-density lipoprotein, and very low-density lipoprotein were achieved with different selectivity. This method affords high separation speed (within 100 s) and high reproducibility. The intraassay and interassay RSDs of lipoprotein migration times were in the range of 0.90-1.9%, indicating this method is highly reliable.

Preparation of an extractant-impregnated porous membrane for the high-speed separation of a metal ion

A novel impregnation method of extractants into a porous polymeric support is described. Bis(2-ethylhexyl)phosphate (HDEHP) was impregnated onto an n-octadecylamino group of the polymer chain grafted onto the pore surface of a porous hollow-fiber membrane. First, an epoxy-group-containing polymer chain was appended onto the porous membrane by radiation-induced graft polymerization of glycidyl methacrylate (GMA). Second, n-octadecylamine was added to the graft chain via an epoxy-ring opening reaction to yield a hydrophobic group density of 3.0 mmol/g of the GMA-grafted fiber. Finally, HDEHP was impregnated to the n-octadecylamino group. The amount of impregnated HDEHP of 2.1 mmol/g of the GMA-grafted fiber was attained while retaining the liquid permeability of the porous membrane. An yttrium solution was forced to permeate through the pores of the HDEHP-impregnated porous hollow-fiber membrane. The higher permeation rate of the yttrium solution led to the higher adsorption rate of yttrium because of a negligible diffusional mass-transfer resistance. In addition, a high stability of impregnated HDEHP was observed after the repeated use of adsorption with 50 mg-Y/L yttrium solution and elution with 7 M nitric acid.

High‐speed separation of proteins by microchip electrophoresis using a polyethylene glycol‐coated plastic chip with a sodium dodecyl sulfate‐linear polyacrylamide solution

In this paper, we describe a method for size-based electrophoretic separation of sodium dodecyl sulfate (SDS)-protein complexes on a polymethyl methacrylate (PMMA) microchip, using a separation buffer solution containing SDS and linear polyacrylamide as a sieving matrix. We developed optimum conditions under which protein separations can be performed, using polyethylene glycol (PEG)-coated polymer microchips and electrokinetic sample injection. We studied the performance of protein separations on the PEG-coated PMMA microchip. The electrophoretic separation of proteins (21.5-116.0 kDa) was completed with separation lengths of 3 mm, achieved within 8 s on the PEG-coated microchip. This high-speed method may be applied to protein separations over a large range of molecular weight, making the PEG-coated microchip approach applicable to high-speed proteome analysis systems.

Microchip electrophoretic protein separation using electroosmotic flow induced by dynamic sodium dodecyl sulfate-coating of uncoated plastic chips

Separation of sodium dodecyl sulfate (SDS)-protein complexes is difficult on plastic microchips due to protein adsorption onto the wall. In this paper, we elucidated the reasons for the difficulties in separating SDS-protein complexes on plastic microchips, and we then demonstrated an effective method for separating proteins using polymethyl methacrylate (PMMA) microchips. Separation difficulties were found to be dependent on adsorption of SDS onto the hydrophobic surface of the channel, by which cathodic electroosmotic flow (EOF; reversed flow) was generated. Our developed method effectively utilized the reversed flow from this cathodic EOF as a driving force for sample proteins using permanently uncoated but dynamic SDS-coated PMMA microchips. High-speed (6 s) separation of proteins and peptides up to 116 kDa was successfully achieved using this system.

High Speed Separation of the DNA for Hospital Infections by Electrophoresis

High Speed Separation of the DNA for Hospital Infections by Electrophoresis