<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD with MathML3 v1.3 20210610//EN" "JATS-archivearticle1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" xml:lang="en" article-type="research-article"><?properties manuscript?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-journal-id">9318488</journal-id><journal-id journal-id-type="pubmed-jr-id">2582</journal-id><journal-id journal-id-type="nlm-ta">J Chromatogr A</journal-id><journal-id journal-id-type="iso-abbrev">J Chromatogr A</journal-id><journal-title-group><journal-title>Journal of chromatography. A</journal-title></journal-title-group><issn pub-type="ppub">0021-9673</issn><issn pub-type="epub">1873-3778</issn></journal-meta><article-meta><article-id pub-id-type="pmid">33957352</article-id><article-id pub-id-type="pmc">9006911</article-id><article-id pub-id-type="doi">10.1016/j.chroma.2021.462144</article-id><article-id pub-id-type="manuscript">HHSPA1785906</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Ionic liquid stationary phase coating optimization for semi-packed microfabricated columns</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Gholizadeh</surname><given-names>Azam</given-names></name></contrib><contrib contrib-type="author"><name><surname>Chowdhury</surname><given-names>Mustahsin</given-names></name></contrib><contrib contrib-type="author"><name><surname>Agah</surname><given-names>Masoud</given-names></name><xref rid="CR1" ref-type="corresp">*</xref></contrib><aff id="A1">VT MEMS Lab, Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, 24061, United States</aff></contrib-group><author-notes><corresp id="CR1"><label>*</label>Corresponding author at: Masoud Agah - VT MEMS Lab, Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, 24061, United States. <email>agah@vt.edu</email> (M. Agah).</corresp></author-notes><pub-date pub-type="nihms-submitted"><day>14</day><month>3</month><year>2022</year></pub-date><pub-date pub-type="ppub"><day>21</day><month>6</month><year>2021</year></pub-date><pub-date pub-type="epub"><day>03</day><month>5</month><year>2021</year></pub-date><pub-date pub-type="pmc-release"><day>13</day><month>4</month><year>2022</year></pub-date><volume>1647</volume><fpage>462144</fpage><lpage>462144</lpage><abstract id="ABS1"><p id="P1">This work highlights the effect of the stationary phase coating process on the separation efficiency of gas chromatography microcolumns. The stationary phase coating quality was characterized by three different bis(trifluoromethylsulfonyl)imide (NTf<sub>2</sub>) anion based ionic liquids. The ionic liquids containing NTf<sub>2</sub> anion are used for gas chromatography due to their high temperature stability. In this work, the chemical and physical approaches of column deactivation as well as the temperature treatment were evaluated by separating a mixture of 20 organic components and saturated alkanes. The results show that higher oven temperature treatment provides higher efficiency while losing a bit of peak symmetry. The thermal treated 1-butylpyridinum bis(trifluoromethylsulfonyl) imide [BPY][NTf<sub>2</sub>] stationary phase at 240&#x000b0;C demonstrated as high as 8300 plates per meter for naphthalene. This was a 5-fold increase in separation efficiency in comparison to those of the columns treated at 200&#x000b0;C. Albeit being within acceptable ranges, the peak tailing degraded from 1.17 to 1.46 for naphthalene when the processing temperature for coating increased. Both chemical and physical deactivation process increased separation efficiencies and peak resolution.</p></abstract><kwd-group><kwd>Gas chromatography</kwd><kwd>Semi-packed microcolumn</kwd><kwd>Ionic liquids</kwd><kwd>Stationary phase coating</kwd></kwd-group></article-meta></front><body><sec id="S1"><label>1.</label><title>Introduction</title><p id="P2">Separation performance achieved by gas chromatography (GC) depends on several important factors, such as the column dimensions, the type of the stationary phase, and the operational conditions, including column temperature and flow velocity. Among these factors, the stationary phase coating process is crucial and can significantly influence the separation efficiency under the same column dimensions and operating conditions.</p><p id="P3">Polydimethyl siloxane (PDMS), phenyl-methylpolysiloxane, cyanopropylphenyl-methylpolysiloxane, and polyethylene glycol [<xref rid="R1" ref-type="bibr">1</xref>-<xref rid="R3" ref-type="bibr">3</xref>] are among some typical stationary phases used in GCs. However, these traditional stationary phases are susceptible to moisture and oxygen, which subsequently can lead to column bleeding. They also have limited thermal stability and do not provide flexibility to modify their chemical structure to enhance or program separation selectivity [<xref rid="R4" ref-type="bibr">4</xref>]. Ionic liquids (ILs) have attracted attention as a new class of stationary phases to address some of these deficiencies. ILs were introduced as a GC stationary phase candidates in 1982 by applying the ethyl ammonium nitrate as the stationary phase. The proposed stationary phase successfully separated a wide range of volatile organic compounds at temperatures below 120 &#x000b0;C. Other groups prepared GC columns based on tetraalkylphosphonium salts, but they produced poor efficiency [<xref rid="R5" ref-type="bibr">5</xref>, <xref rid="R6" ref-type="bibr">6</xref>]. Ethylpyridinium bromide and imidazolium based ILs were the first promising stationary phases that exhibited similar efficiencies to conventional stationary phases [<xref rid="R7" ref-type="bibr">7</xref>, <xref rid="R8" ref-type="bibr">8</xref>]. Later studies indicated the high efficiency achievable by NTf<sub>2</sub> anion especially for alcohols and aromatic isomers [<xref rid="R9" ref-type="bibr">9</xref>].</p><p id="P4">ILs are good candidates for GC phases because they are stable at high temperatures. They are viscous enough to enable them to move easily through the column during the coating process, and they provide high separation efficiency [<xref rid="R8" ref-type="bibr">8</xref>, <xref rid="R10" ref-type="bibr">10</xref>]. The unique properties of ILs result from the fact that they are entirely imposed of ions that can be easily changed. Theoretically, there are infinite possibilities to change and program their chemical structures to enhance selectivity toward target compounds [<xref rid="R11" ref-type="bibr">11</xref>]. The more exciting aspect of ILs is that they demonstrate unusual dual nature retention behavior, separating both polar and nonpolar chemicals. The dual separation capability is possible because of their various intermolecular interaction capabilities. They apply their dispersion interaction capabilities to separate nonpolar molecules. Besides, they can use dipolar, charge interactions, and hydrogen bonding to separate polar compounds [<xref rid="R12" ref-type="bibr">12</xref>].</p><p id="P5">Several different ILs have been applied as stationary phases in GC and multidimensional GC. The most common ILs based stationary phases are monocationic ones. They can be a combination of cations such as ammonium, sulfonium, imidazolium, and pyridinium and anions of halide, tetrafluoroborate [BF<sub>4</sub>], triflate [TfO], hexafluorophosphate [PF<sub>6</sub>], and [NTF<sub>2</sub>]. Later, Di and Polycationic ILs were also introduced that demonstrated significantly higher thermal stability compared to monocationic ILs. Furthermore, polymeric ILs were shown even higher thermal stability. The results indicated that step growth method to produce polymeric ILs is more efficient than chain growth to enhance thermal stability of the stationary phase. Metal containing ILs as another branch of the ILs stationary phase, were highly selective towards hydrocarbons of various sizes. Besides, Armstrong and co-workers introduced water-compatible IL based stationary phases that now commercially available. These stationary phase based columns can be used for the direct analysis of samples with water as the solvent, making them very important for the analysis of environmental and biological samples. Also, the lack of inertness of ILs was overcame using inert Ils such as SLB-IL60i, SLBIL76i that were introduced by Millipore Sigma in 2016 [<xref rid="R13" ref-type="bibr">13</xref>].</p><p id="P6">The proper coating process is required to apply these unique properties of ILs into the GC system. There are two different coating techniques for GC columns, including those utilized for columns fabricated using the microelectromechanical systems (MEMS) technology: dynamic and static [<xref rid="R14" ref-type="bibr">14</xref>]. In the dynamic mode, the stationary phase solution slowly moves through the column by applying a differential gas pressure along the column length. The film thickness in this method depends on the plug velocity and the initial stationary phase concentration. The dynamic coating usually produces non-uniform film thickness due to axial motion, potentially decreasing the column efficiency. High gas pressures may also promote the coating solution&#x02019;s flashing and leave devoid areas on the surface of the column walls [<xref rid="R15" ref-type="bibr">15</xref>]. The static coating technique involves the loading of the column with the stationary phase solution. Once the column is filled, the solvent is evaporated using vacuum at a constant temperature [<xref rid="R16" ref-type="bibr">16</xref>].</p><p id="P7">MEMS columns offer fast analysis time with less thermal mass allowing rapid temperature programming with low power consumption. These attributes make these columns attractive for the applications involving on-site monitoring of volatile organic compounds (VOCs) in complex samples [<xref rid="R17" ref-type="bibr">17</xref>, <xref rid="R18" ref-type="bibr">18</xref>]. Achieving a consistent stationary phase in MEMS columns is more challenging due to liquid pooling in the corners of microchannels and complex fluid dynamic behavior inside the MEMS columns [<xref rid="R19" ref-type="bibr">19</xref>]. Different stationary phases and coating strategies have been utilized for the functionalization of MEMS columns. PDMS and WAX have been employed to separate nonpolar and polar mixtures (such as fatty acids and alcohols), respectively [<xref rid="R20" ref-type="bibr">20</xref>-<xref rid="R22" ref-type="bibr">22</xref>]. Dynamic coating of PDMS as a typical nonpolar phase has shown 20 0 0 to 2500 theoretical plates per meter [<xref rid="R23" ref-type="bibr">23</xref>-<xref rid="R25" ref-type="bibr">25</xref>]. In another work, a square-spiral 3-m column of the microfabricated GC analyzers was dynamically coated with PDMS [<xref rid="R25" ref-type="bibr">25</xref>]. The stationary phase thickness was estimated to be 1-2 <italic toggle="yes">&#x003bc;</italic>m, and up to 8200 theoretical plates number was obtained [<xref rid="R26" ref-type="bibr">26</xref>]. Another stationary phases used in both capillary tubing and MEMS columns are nanomaterials such as carbon nanotubes and gold nanoparticles [<xref rid="R27" ref-type="bibr">27</xref>]. Several other phases are also proposed, such as metal-organic compounds [<xref rid="R28" ref-type="bibr">28</xref>], alumina [<xref rid="R29" ref-type="bibr">29</xref>], sputtered oxide, graphite [<xref rid="R30" ref-type="bibr">30</xref>, <xref rid="R31" ref-type="bibr">31</xref>], and silica nanoparticles [<xref rid="R32" ref-type="bibr">32</xref>]. As ionic liquids demonstrated promising results in conventional columns, they were introduced as a stationary phase for the MEMS semi-packed columns by our group which exhibited high performance separation efficiencies and good resolution [<xref rid="R33" ref-type="bibr">33</xref>, <xref rid="R34" ref-type="bibr">34</xref>].</p><p id="P8">The goal of this research is to introduce fast coating method and study the effect of the coating steps on the performance of the semi-packed MEMS columns. It was evaluated using three ILs stationary phases that we introduced in our previous work [<xref rid="R35" ref-type="bibr">35</xref>]. In this paper, we also investigate the effect of the deactivation process on the performance of the MEMS columns. The effect of physical deactivation using the atomic layer deposited alumina was compared with a fast chemical silanization reaction. The separation performance was investigated using 20 organic components mixture and saturated alkanes.</p></sec><sec id="S2"><label>2.</label><title>Materials and Methods</title><sec id="S3"><label>2.1.</label><title>Materials</title><p id="P9">Three RTILs, namely, 1-butylpyridinum bis(trifluoromethylsul fonyl)imide ([BPY][NTf<sub>2</sub>] (IL1), Methyltrioctylammonium bis (trifluoromethylsulfonyl)imide [N1888][NTf<sub>2</sub>] (IL2) and 1-(2-Hydroxyethyl)-3-methylimidazolium bis(trifluoromethylsulfonyl) imide [HOEMIM][NTf<sub>2</sub>] (IL3) were obtained from Ionic Liquids Technologies, Inc. (Tuscaloosa, AL, US). Silicon wafers (n-typed, 4 in diameter, 500 <italic toggle="yes">&#x003bc;</italic>m thickness, double sided polished) and Borofloat wafer (4 in diameter, 175 <italic toggle="yes">&#x003bc;</italic>m thickness) were purchased from University Wafer, Inc. (Boston, MA, US). Fused silica capillary tubes with 100 <italic toggle="yes">&#x003bc;</italic>m internal diameter and 200 <italic toggle="yes">&#x003bc;</italic>m outer diameter were purchased from Polymicro Technologies, LLC. (Lisle, IL, US). Fused capillary tube with 15 m length and 0.25 mm thickness, Capillary column with 15 m length and 0.25 mm thickness were purchased from Restek (Bellefonte, PA, US). JB Weld epoxy was obtained from the local store. Dimethyl ethyl silane, tris (pentafluorophenyl)borane, acetone, naphthalene, heptane, octane, nonane, benzene, toluene, ethylbenzene, p-Xylene, m-Xylene, o-Xylene, isobutylbenzene, styrene, butylbenzene, 1,2-Dichlorobenzene, 2,5-Dichlorotoluene, 1,2,4-Trichlorobenzene, benzyl chloride, 2-nitrotoluene, 3-nitrotoluene, 4-nitrotoluene, and standard of C7-C30 saturated alkanes (1000 <italic toggle="yes">&#x003bc;</italic>g/ml each compound in hexane) were purchased from Sigma Aldrich (St Louis, MO, US). Ultrapure helium, nitrogen, hydrogen, and air were obtained from Airgas, Inc. (Christiansburg, VA, US). <xref rid="T1" ref-type="table">Table 1</xref> shows the order of retention times and temperature of ebullition for the 20 components. All solutions were kept in the refrigerator before using them. The retention time of individual chemicals was achieved separately.</p></sec><sec id="S4"><label>2.2.</label><title>Instrumentation</title><p id="P10">All gas chromatography measurements used to characterize the behavior of the ionic liquids were performed on an Agilent 7890A GC (Agilent Technologies, Inc, Santa Clara, CA, US) system equipped with an automatic sampler (7693A), split/splitless inlet, and flame ionization detector (FID). Helium was used as a mobile phase. The flow rate of hydrogen and air for FID detector were kept at 30 ml/min and 300 ml/min, respectively. SEM images were obtained using Carl (Zeiss) EVO 40 Scanning Electron Microscope (SEM). The data were analyzed using the Agilent ChemStation Edition C.01.04.</p></sec><sec id="S5"><label>2.3.</label><title>Column fabrication</title><p id="P11">The detail of the fabrication of the semi-packed columns was discussed in our previous reports [<xref rid="R34" ref-type="bibr">34</xref>, <xref rid="R35" ref-type="bibr">35</xref>]. Briefly, the etching photoresist mask was pattern on surface of the silicon wafer using AZ9260 photoresist. Then silicon pillars were created using deep reactive ion etching (DRIE) process. Sulfur hexafluoride (SF6) and octafluorocyclobutane were used in the etchant and passivation steps. The etched pillar were the circular with around 20 <italic toggle="yes">&#x003bc;</italic>m in diameter with depth of 240 <italic toggle="yes">&#x003bc;</italic>m and column length of 1 m. After removing photoresist mask using acetone, piranha, and oxygen plasma, the etched silicon wafer was anodically bonded with a 175 <italic toggle="yes">&#x003bc;</italic>m thick Borofloat glass wafer at 1250 V and 400&#x000b0;C. After dicing the wafer into the individual microcolumns, the inlet and outlet were attached to 30 cm long silica capillary tubing. Stationary phase coating was performed using a freshly prepared solution with a concentration of 15 mg/ml in acetone for IL1, IL2, and 1.5 mg/ml in acetone for IL3 stationary phases.</p></sec></sec><sec id="S6"><label>3.</label><title>Results and Discussion</title><sec id="S7"><label>3.1.</label><title>Coating method</title><p id="P12">Columns deactivation is the first step before starting the stationary phase coating process. Physical deactivation was achieved by depositing 13 nm of an aluminum oxide layer using atomic layer deposition (ALD) [<xref rid="R29" ref-type="bibr">29</xref>]. However, chemically deactivating silicon-based GC columns is typically used to enhance their efficiency. The most common chemical method used for this purpose involves the reaction between silanol groups (Si-OH) present on the surface of silicon and organosilicon compounds, such as dimethylaminosilanes, chlorosilanes, alkoxysilanes, and allylsilanes [<xref rid="R36" ref-type="bibr">36</xref>-<xref rid="R39" ref-type="bibr">39</xref>]. Despite the wide application of these approaches, undesirable polysiloxane networks are often created. These methods require long reaction times between 2-24 h. In this paper, the column efficiency was enhanced by using a fast chemical silanization reaction (<xref rid="SD1" ref-type="supplementary-material">Fig. S1</xref>). The chemical deactivation was performed with creating an organic monolayer by siloxanation of oxidized silicon pillars surfaces. The 1% dimethyl ethyl silane and tris (pentafluorophenyl)borane (B(C<sub>6</sub>F<sub>5</sub>)<sub>3</sub>) as a catalyst were prepared in CH<sub>2</sub>Cl<sub>2</sub> and injected inside the column with a flow rate of 20 <italic toggle="yes">&#x003bc;</italic>l/min. The <xref rid="SD2" ref-type="supplementary-material">supplementary video clip 1</xref> shows the process. The bubbles seem in the video are related to the hydrogen generation during chemical deactivation. Following this step, the column was washed with CH<sub>2</sub>Cl<sub>2</sub> for 30 minutes until no bubbles were detectable inside the column. This method is one of the fastest GC column deactivation process that the salinization reaction only takes a few minutes to accomplish [<xref rid="R39" ref-type="bibr">39</xref>, <xref rid="R40" ref-type="bibr">40</xref>].</p><p id="P13">To achieve a mass produce of uniform stationary phase coating, designing a fast coating procedure free of bubbles is crucial. <xref rid="F1" ref-type="fig">Fig. 1</xref> indicates the schematic of the optimum coating steps. Several coating and drying strategies were investigated to achieve an efficient method. <xref rid="F2" ref-type="fig">Fig. 2</xref> shows the microcolumns filled with IL solution using the N<sub>2</sub> purging method (commonly used approach by our group and others) and the syringe pump. Using N<sub>2</sub> for solution purging leaves behind bubbles especially at the end parts of the column and the curved regions (<xref rid="F2" ref-type="fig">Fig. 2A</xref>). Applying a constant flow rate with a syringe pump gives a chance to fill the ionic liquid solution uniformly (<xref rid="SD3" ref-type="supplementary-material">supplementary video clip 2</xref>). After the column packed with the solution, the flow rate was increased to cover up any remaining empty spots (<xref rid="SD4" ref-type="supplementary-material">supplementary video clip 3</xref>). <xref rid="F2" ref-type="fig">Fig. 2B</xref> demonstrates smooth and bubble-free coated microcolumns using 20, 40, and 60 <italic toggle="yes">&#x003bc;</italic>l/min of the solution flow rates. In the next step of the coating, the solvent is required to evaporate and leave behind the thin layer of the stationary phase on the surfaces of the entire column. Different strategies were applied to dry the column. <xref rid="F2" ref-type="fig">Fig. 2</xref> provides the effect of them on the smoothness of the drying procedure. In one method, the withdraw mode of the syringe pump was used to create a local vacuum and push back the extra solution from the column. The process was examined in both sealed and open-ended situations. In both cases, nonuniform residues of the solution were observed inside the channels (<xref rid="F2" ref-type="fig">Fig. 2C</xref>). In another technique, N<sub>2</sub> purging was used to accelerate the evaporation process. Still, the nonuniform residues were created (<xref rid="F2" ref-type="fig">Fig. 2D</xref>). Finally, the N<sub>2</sub> purging was combined with a water bath (<xref rid="F2" ref-type="fig">Fig. 2E</xref>). This process accomplished the drying procedure in less than 10 minutes. <xref rid="F2" ref-type="fig">Fig. 2F</xref> shows after one minute N<sub>2</sub> purging, while <xref rid="F2" ref-type="fig">Fig. 2G</xref> shows a uniformly dried column after four minutes. The column was kept for a while to make sure solvent residues escaped from the channels. Elevated uniform temperature using a water bath with a combination of N<sub>2</sub> flow provides fast and uniform removal of excess coating solution and avoids trapping microbubbles between silicon pillars. All these three procedures gave better drying quality than using an overnight vacuum inside a desiccator. So, the N<sub>2</sub> purging with a water bath of 40&#x000b0;C was selected through the entire work as the preferred drying step.</p><p id="P14"><xref rid="F3" ref-type="fig">Fig. 3A</xref> shows the column after coating with a syringe pump and drying using N<sub>2</sub> purging in the water bath. The inset of the figure indicates SEM images of the four pillars silicon array. The SEM was used to monitor the smoothness and thickness of the IL stationary phase of the GC microcolumns. <xref rid="F3" ref-type="fig">Fig. 3B</xref> shows the ionic liquid around the silicon pillars. It can be seen that with the selected coating method, the uniform layer of the ionic liquid was created around the silicon pillars. Inset demonstrated the magnified image of the stationary phase layer. The upper observed distortion happened during the peeling out of the upper layer to prepare for the SEM image. <xref rid="F3" ref-type="fig">Figs. 3C</xref> and <xref rid="F3" ref-type="fig">3D</xref> indicate the optical microscope images of the column before and after the oven pretreatment. The column&#x02019;s treatment in 240 &#x000b0;C removes all solvent residues on the glass slide and around the pillars and stabilizes the ionic liquid layer.</p></sec><sec id="S8"><label>3.2.</label><title>Chromatographic characterization of the coated microcolumns</title><p id="P15">To characterize the quality of the column coating, column efficiency and column resolution were investigated. The efficiency of a column is reported as the height-equivalent-to-a-theoretical-plate (HETP) that is inversely related to the number of theoretical plates. The resolution denotes how the two adjacent peaks are separated. The geometry of the column and the thickness of the stationary phase play important roles in the column performance. Naphthalene was used as a probe to calculate plate number as it is well retained compound and was used in many studies to evaluate the column efficiency [<xref rid="R33" ref-type="bibr">33</xref>]. Naphthalene was injected into the columns under isothermal temperature (100 &#x000b0;C) to obtain the corresponding HETP values. The trend line between the HETP and the carrier gas velocity is shown in <xref rid="F4" ref-type="fig">Fig. 4</xref>. It represents the effect of ionic liquid type, deactivation method, and coating thermal pretreatment temperature on the efficiency of the microcolumns. <xref rid="F4" ref-type="fig">Fig. 4A</xref> indicates the effect of the pretreatment temperature on the efficiency of IL1. The three different temperatures of 200 &#x000b0;C, 220 &#x000b0;C, and 240 &#x000b0;C were applied. HETP for IL1 column treated at 240 &#x000b0;C is lower within a broader range of the carrier gas velocity. The 240 &#x000b0;C treated IL2 shows lower HETP at any given carrier gas velocity. Besides, IL2 demonstrates similar thermal treatment behavior to IL1. In addition to the thermal treatment, the effect of IL&#x02019;s type was investigated (<xref rid="F4" ref-type="fig">Fig. 4B</xref>). Different ionic liquids present different trajectories; IL3 treated at 200 &#x000b0;C shows lower HETP when compared to that of IL2 treated at 220 &#x000b0;C. <xref rid="F4" ref-type="fig">Fig. 4C</xref> represents the effect of the deactivation methods of the silicon surface. Both chemical and physical deactivated columns show lower HETP and better efficiency compared to the non-deactivated column. While ALD surface treatment shows better efficiency, it may not be accessible in some nanofabrication facilities. The results show that the proposed chemical deactivation process can produce comparable results, especially in lower carrier gas velocities. The measurement was repeated for two columns, and an average variation of 400 was found between columns (R<sup>2</sup>=0.99) (<xref rid="F4" ref-type="fig">Fig. 4D</xref>).</p><p id="P16">The efficiency of the semipacked column coated with ILs was compared with the commercial capillary column with 15 m length and 0.25 mm thickness coated with BP20 as the stationary phase and the same capillary column coated with IL1. <xref rid="SD1" ref-type="supplementary-material">Fig. S2</xref> shows the HETP of the capillary columns. Semipacked column with a similar stationary phase compared to the capillary column demonstrates holding efficiency in higher carrier gas velocity making it possible to analyze the analytes in shorter times with the appropriate resolution values.</p><p id="P17">A plot of the theoretical plate height versus carrier gas velocity will never become completely linear and is different for various GC column types. In literature for the packed column, efficiency is represented by the van Deemter (<xref rid="FD1" ref-type="disp-formula">equation 1</xref>).</p><disp-formula id="FD1">
<label>(1)</label>
<mml:math id="M1" display="block"><mml:mrow><mml:mtext>HETP</mml:mtext><mml:mo>=</mml:mo><mml:mi mathvariant="normal">A</mml:mi><mml:mo>+</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">B</mml:mi><mml:mo stretchy="false">&#x02215;</mml:mo><mml:mi mathvariant="normal">x</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:mtext>Cx</mml:mtext></mml:mrow></mml:math>
</disp-formula><p id="P18">Where A is the eddy diffusion results because in packed columns spaces between particles along the column are not uniform. Therefore, molecules take different pathways along the column, B is the coefficient for longitudinal diffusion, and C is the resistance to mass transport in the gas and liquid phases, and x is the carrier gas velocity.</p><p id="P19">For square spiral semipacked columns, Golay-Goucheon kinetic model was shown better regression fit in previous works (<xref rid="FD2" ref-type="disp-formula">equation 2</xref>).</p><disp-formula id="FD2">
<label>(2)</label>
<mml:math id="M2" display="block"><mml:mrow><mml:mtext>HETP</mml:mtext><mml:mo>=</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">B</mml:mi><mml:mo stretchy="false">&#x02215;</mml:mo><mml:mi mathvariant="normal">x</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:mtext>Cx</mml:mtext><mml:mo>+</mml:mo><mml:msup><mml:mtext>Dx</mml:mtext><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:math>
</disp-formula><p id="P20">Where D was defined as the extracolumn band broadening [<xref rid="R23" ref-type="bibr">23</xref>, <xref rid="R41" ref-type="bibr">41</xref>]. For the semipacked silicon pillar that was reported in this work, both these equations did not provide perfect fitness. We figured out the combination of them shows the best fit for the experimental Golay plot represented in <xref rid="F4" ref-type="fig">Fig. 4</xref>. <xref rid="SD1" ref-type="supplementary-material">Fig. S3</xref> shows the amount of fitness for different Golay equations for one of the cases of IL stationary phases. Based on data, <xref rid="FD3" ref-type="disp-formula">equation 3</xref> was used to calculate Golay coefficients.</p><disp-formula id="FD3">
<label>(3)</label>
<mml:math id="M3" display="block"><mml:mrow><mml:mtext>HETP</mml:mtext><mml:mo>=</mml:mo><mml:mi mathvariant="normal">A</mml:mi><mml:mo>+</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">B</mml:mi><mml:mo stretchy="false">&#x02215;</mml:mo><mml:mi mathvariant="normal">x</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:mtext>Cx</mml:mtext><mml:mo>+</mml:mo><mml:msup><mml:mtext>Dx</mml:mtext><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:math>
</disp-formula><p id="P21">This seems reasonable as silicon pillars can create different pathways similar to the particles in the packed column, so eddy diffusion should also be considered. <xref rid="T2" ref-type="table">Table 2</xref> represents the calculated values for A, B, C, and D for different kinds of ionic liquid stationary phases. Data shows higher efficient columns indicate lower eddy and longitude diffusion coefficients and have lower mass transfer resistance.</p><p id="P22">The separation performance of the MEMS columns was evaluated using a sample mixture, including 20 compounds with the boiling point in the range of 80 &#x000b0;C to 238 &#x000b0;C. The separation of the saturated alkanes was examined for the IL1 stationary phase under different coating and different temperature ramp conditions (<xref rid="SD1" ref-type="supplementary-material">Figs. S4</xref>, <xref rid="SD1" ref-type="supplementary-material">S5</xref>). The performance of the columns&#x02019; coating was evaluated with temperature-programmed chromatograms. <xref rid="F5" ref-type="fig">Fig. 5</xref> shows chromatograms of the MEMS columns with the IL1 stationary phase treated at 200 &#x000b0;C (A), 220 &#x000b0;C (B), and 240 &#x000b0;C (C) oven temperatures. The starting temperature was 30 &#x000b0;C, and the programming rate was 40 &#x000b0;C/min. As the data demonstrates, the oven temperature treatment dramatically influences the efficiency and the peak symmetry of the IL stationary phases based columns. The plate number of the IL1 columns increased from 1600 at 20 psi (200 &#x000b0;C) to 8300 at 45 psi (240 &#x000b0;C) with increasing the treatment temperature. Besides, it affects the symmetry and the resolution of the peaks. <xref rid="T3" ref-type="table">Table 3</xref> shows the tailing factor and the resolution of naphthalene (1), 2-nitrotoluene (2), 3-nitrotoluene, and 4-nitrotoluene (4) peaks. The resolution values refer to the resolution between the peak of interest and the preceding peak. Similar to the plate number, the resolution increases with the treatment temperature. Despite some increase in peak tailing, all values are below 2. Also, the Retention factor (k) of naphthalene was found 11.5 for IL1, 4 for IL2 at an inlet pressure of 45 psi, and 7.8 for IL3 at an inlet pressure of 35 psi.</p><p id="P23">The same pattern of the plate number and resolution was observed for the IL2 stationary phase columns (<xref rid="F6" ref-type="fig">Fig. 6</xref>). <xref rid="F6" ref-type="fig">Fig. 6A</xref> shows the mixture separation using IL3 stationary phase treated at 200 &#x000b0;C. The elution times for some chemicals have been changed compared to IL1, suggesting the different selectivity provided by ILs for these compounds. Among all prepared columns, IL3 can separate p-Xylene from m-Xylene (peak numbers 7 and 8). <xref rid="F6" ref-type="fig">Figs. 6B</xref> and <xref rid="F6" ref-type="fig">6C</xref> show the chromatograms for IL2 thermally treated at 220 &#x000b0;C and 240 &#x000b0;C. Our data also indicate the crucial role of the thermal treatment in enhancing the plate numbers. The measured plate numbers were 3000 at 35 psi for the IL2 column before the treatment. After treatment at 240 &#x000b0;C, the plate number increased to 7800 at 35 psi. <xref rid="T4" ref-type="table">Table 4</xref> shows the resolution and tailing analysis for IL2 and IL3 columns. With a similar trend for IL1, for these columns, the resolution also improved by increasing the treatment temperature. The increasing trend for efficiency and resolution can be related to the ionic liquids&#x02019; thermal dependence of viscosity. Previous researches indicated that decreasing viscosity of ionic liquids with increasing thermal treatment. Lower viscosity can lower mass transfer resistance and improve the interaction between the gas molecules with ionic liquid based stationary phases [<xref rid="R42" ref-type="bibr">42</xref>, <xref rid="R43" ref-type="bibr">43</xref>].</p><p id="P24"><xref rid="F7" ref-type="fig">Fig. 7</xref> shows the chromatogram of the columns (A) compared with the chemically deactivated columns with dimethyl ethyl silane in the presence of the tris (pentafluorophenyl)borane as a catalyst (B). The deactivation improved the symmetry and the resolution of the peaks. This improvement comes from the deactivation of the active chemical sites on the surface of the silicon, such as hydroxyl and silica groups.</p><p id="P25">The presented preliminary data regarding this fast deactivation method is promising. However, more studies are required to investigate the effect of other types of silanes on the separation efficiency.</p><p id="P26">Besides, the performance of the semipacked column was compared with 15 m capillary columns. <xref rid="SD1" ref-type="supplementary-material">Figs. S6</xref>, <xref rid="SD1" ref-type="supplementary-material">S7</xref> show the chromatograms of 20 components that were used to evaluate the semi-packed columns. The data was achieved in 45 psi to compare with semipacked columns. Moreover, as the capillary columns had the best efficiency at 10 psi carrier gas pressure, corresponding data were also reported. <xref rid="SD1" ref-type="supplementary-material">Tables S1</xref> and <xref rid="SD1" ref-type="supplementary-material">S2</xref> demonstrate the resolution and symmetry data for the three last peaks in the chromatograms. The resolution was reported between peak of interest and the preceding peak, and symmetry was reported based on tailing at 5% height of the peaks. At the same carrier gas pressure of 45 psi, the capillary column based on IL1 shows a more symmetric peak but lower resolution than the IL1 based semipacked column. In contrast, the capillary column based on BP20 demonstrates better resolution and symmetry in comparison to the semipacked columns.</p><p id="P27">The stability of the IL-based MEMS columns was also investigated for 100 repeated runs. The data was obtained for naphthalene under 30 psi carrier gas pressure with 0.3 <italic toggle="yes">&#x003bc;</italic>L injection of sample. For all ILs, there is a significant difference between the first and the second run, but it stabilizes after the second run. Results show height is the most affected variable. Besides, based on relative standard deviation (RSD) data, IL1 with 2.11 height RSD in comparison to 4.47 and 4.50 for IL2 and IL3, respectively, is a more stable column (<xref rid="T5" ref-type="table">Table 5</xref>). The effect of cleaning between each run also was investigated. More detailed data have been provided in the <xref rid="SD1" ref-type="supplementary-material">supplementary section</xref> (<xref rid="SD1" ref-type="supplementary-material">Figs. S8</xref>, <xref rid="SD1" ref-type="supplementary-material">S9</xref>).</p></sec></sec><sec id="S9"><label>4.</label><title>Conclusion</title><p id="P28">The importance of the coating method for ionic liquid stationary phase MEMS columns was evaluated in this study. The results herein proved that the coating and drying steps play important roles in the uniformity of the stationary phase. Optimized thermal treatment can dramatically enhance the efficiency of the columns. The modified static coating described here indicated better performance when using a syringe pump with well-controlled multiple flow rates procedure, N<sub>2</sub> purging combined with water bath as a drying step, and thermal treatment in the oven as a stabilizing step. Furthermore, the fast chemical deactivation method introduced in this work can facilitate the fabrication of the MEMS columns for certain applications. The information was provided here would be useful for designing an optimized, fast and reliable coating method for stationary phases for microfabricated separation columns. In line with our recent publications, the data also reaffirms the usability of ILs as reliable stationary phases for MEMS columns in general and our semi-packed columns in particular.</p></sec><sec sec-type="supplementary-material" id="SM1"><title>Supplementary Material</title><supplementary-material id="SD1" position="float" content-type="local-data"><label>Supplementary1</label><media xlink:href="NIHMS1785906-supplement-Supplementary1.docx" id="d64e664" position="anchor"/></supplementary-material><supplementary-material id="SD2" position="float" content-type="local-data"><label>Supplementary2</label><media xlink:href="NIHMS1785906-supplement-Supplementary2.zip" id="d64e667" position="anchor"/></supplementary-material><supplementary-material id="SD3" position="float" content-type="local-data"><label>Supplementary3</label><media xlink:href="NIHMS1785906-supplement-Supplementary3.zip" id="d64e670" position="anchor"/></supplementary-material><supplementary-material id="SD4" position="float" content-type="local-data"><label>supplementary4</label><media xlink:href="NIHMS1785906-supplement-supplementary4.zip" id="d64e673" position="anchor"/></supplementary-material></sec></body><back><ack id="S10"><title>Acknowledgments</title><p id="P29">The work has been supported by the National Institute of Occupational Safety and Health (NIOSH) under the award number R01OH011350. The columns were fabricated at Virginia Tech&#x02019;s Micron Semiconductor Fabrication. Laboratory. SEM images were taken at College of Veterinary Medicine at Virginia Tech.</p></ack><fn-group><fn id="FN1"><p id="P30">Declaration of Competing Interest</p><p id="P31">The authors declare no competing financial interest.</p></fn><fn id="FN2"><p id="P32">CRediT authorship contribution statement</p><p id="P33"><bold>Azam Gholizadeh:</bold> Conceptualization, Investigation, Formal analysis, Methodology, Writing &#x02013; original draft, Software. <bold>Mustahsin Chowdhury:</bold> Conceptualization, Investigation, Writing &#x02013; review &#x00026; editing, Visualization. <bold>Masoud Agah:</bold> Conceptualization, Methodology, Supervision, Writing &#x02013; review &#x00026; editing, Project administration.</p></fn><fn id="FN3"><p id="P34">Supplementary materials</p><p id="P35">Supplementary material associated with this article can be found, in the online version, at doi:<ext-link xlink:href="10.1016/j.chroma.2021.462144" ext-link-type="doi">10.1016/j.chroma.2021.462144</ext-link>.</p></fn><fn id="FN4"><p id="P36">Appendix A. Supporting Information</p><p id="P37">Supporting information includes the effect of temperature ramp on chromatograms of saturated alkanes, the effect of repeating runs and cleaning steps on the response of columns towards naphthalene, and list of chemicals in 20 components mixture.</p></fn></fn-group><ref-list><title>References</title><ref id="R1"><label>[1]</label><mixed-citation publication-type="journal"><name><surname>Menestrina</surname><given-names>F</given-names></name>, <name><surname>Ronco</surname><given-names>NR</given-names></name>, <name><surname>Romero</surname><given-names>LM</given-names></name>, <name><surname>Castells</surname><given-names>CB</given-names></name>, <article-title>Enantioseparation of polar pesticides on chiral capillary columns based on permethyl-<italic toggle="yes">&#x003b2;</italic>-cyclodextrin in matrices of different polarities</article-title>, <source>Microchemical Journal</source>
<volume>140</volume> (<year>2018</year>) <fpage>52</fpage>&#x02013;<lpage>59</lpage>.</mixed-citation></ref><ref id="R2"><label>[2]</label><mixed-citation publication-type="journal"><name><surname>Mayer</surname><given-names>BX</given-names></name>, <name><surname>Z&#x000f6;llner</surname><given-names>P</given-names></name>, <name><surname>Lorbeer</surname><given-names>E</given-names></name>, <name><surname>Rauter</surname><given-names>W</given-names></name>, <article-title>A new 75% diphenyl, 25% dimethyl-polysiloxane coated on fused silica capillary columns for high temperature gas chromatography</article-title>, <source>Journal of separation science</source>
<volume>25</volume> (<year>2002</year>) <fpage>60</fpage>&#x02013;<lpage>66</lpage>.</mixed-citation></ref><ref id="R3"><label>[3]</label><mixed-citation publication-type="journal"><name><surname>Poole</surname><given-names>CF</given-names></name>, <name><surname>Poole</surname><given-names>SK</given-names></name>, <article-title>Ionic liquid stationary phases for gas chromatography</article-title>, <source>Journal of separation science</source>
<volume>34</volume> (<year>2011</year>) <fpage>888</fpage>&#x02013;<lpage>900</lpage>.<pub-id pub-id-type="pmid">21290604</pub-id></mixed-citation></ref><ref id="R4"><label>[4]</label><mixed-citation publication-type="journal"><name><surname>Rahman</surname><given-names>MM</given-names></name>, <name><surname>Abd El-Aty</surname><given-names>A</given-names></name>, <name><surname>Choi</surname><given-names>JH</given-names></name>, <name><surname>Shin</surname><given-names>HC</given-names></name>, <name><surname>Shin</surname><given-names>SC</given-names></name>, <name><surname>Shim</surname><given-names>JH</given-names></name>, <article-title>Basic overview on gas chromatography columns</article-title>, <source>Analytical Separation Science</source> (<year>2015</year>) <fpage>823</fpage>&#x02013;<lpage>834</lpage>.</mixed-citation></ref><ref id="R5"><label>[5]</label><mixed-citation publication-type="journal"><name><surname>Pacholec</surname><given-names>F</given-names></name>, <name><surname>Butler</surname><given-names>HT</given-names></name>, <name><surname>Poole</surname><given-names>CF</given-names></name>, <article-title>Molten organic salt phase for gas-liquid chromatography</article-title>, <source>Analytical Chemistry</source>
<volume>54</volume> (<year>1982</year>) <fpage>1938</fpage>&#x02013;<lpage>1941</lpage>.</mixed-citation></ref><ref id="R6"><label>[6]</label><mixed-citation publication-type="journal"><name><surname>Pomaville</surname><given-names>RM</given-names></name>, <name><surname>Poole</surname><given-names>SK</given-names></name>, <name><surname>Davis</surname><given-names>LJ</given-names></name>, <name><surname>Poole</surname><given-names>CF</given-names></name>, <article-title>Solute&#x02014;solvent interactions in tetra-n-butylphosphonium salts studied by gas chromatography</article-title>, <source>Journal of Chromatography A</source>
<volume>438</volume> (<year>1988</year>) <fpage>1</fpage>&#x02013;<lpage>14</lpage>.</mixed-citation></ref><ref id="R7"><label>[7]</label><mixed-citation publication-type="journal"><name><surname>Pacholec</surname><given-names>F</given-names></name>, <name><surname>Poole</surname><given-names>C</given-names></name>, <article-title>Stationary phase properties of the organic molten salt ethylpyridinium bromide in gas chromatography</article-title>, <source>Chromatographia</source>
<volume>17</volume> (<year>1983</year>) <fpage>370</fpage>&#x02013;<lpage>374</lpage>.</mixed-citation></ref><ref id="R8"><label>[8]</label><mixed-citation publication-type="journal"><name><surname>Armstrong</surname><given-names>DW</given-names></name>, <name><surname>He</surname><given-names>L</given-names></name>, <name><surname>Liu</surname><given-names>Y-S</given-names></name>, <article-title>Examination of ionic liquids and their interaction with molecules, when used as stationary phases in gas chromatography</article-title>, <source>Analytical chemistry</source>
<volume>71</volume> (<year>1999</year>) <fpage>3873</fpage>&#x02013;<lpage>3876</lpage>.<pub-id pub-id-type="pmid">10489532</pub-id></mixed-citation></ref><ref id="R9"><label>[9]</label><mixed-citation publication-type="journal"><name><surname>Hsieh</surname><given-names>Y-N</given-names></name>, <name><surname>Ho</surname><given-names>W-Y</given-names></name>, <name><surname>Horng</surname><given-names>RS</given-names></name>, <name><surname>Huang</surname><given-names>P-C</given-names></name>, <name><surname>Hsu</surname><given-names>C-Y</given-names></name>, <name><surname>Huang</surname><given-names>H-H</given-names></name>, <etal/>, <article-title>Study of anion effects on separation phenomenon for the vinyloctylimidazolium based ionic liquid polymer stationary phases in GC</article-title>, <source>Chromatographia</source>
<volume>66</volume> (<year>2007</year>) <fpage>607</fpage>&#x02013;<lpage>611</lpage>.</mixed-citation></ref><ref id="R10"><label>[10]</label><mixed-citation publication-type="journal"><name><surname>Anderson</surname><given-names>JL</given-names></name>, <name><surname>Ding</surname><given-names>J</given-names></name>, <name><surname>Welton</surname><given-names>T</given-names></name>, <name><surname>Armstrong</surname><given-names>DW</given-names></name>, <article-title>Characterizing ionic liquids on the basis of multiple solvation interactions</article-title>, <source>Journal of the American Chemical Society</source>
<volume>124</volume> (<year>2002</year>) <fpage>14247</fpage>&#x02013;<lpage>14254</lpage>.<pub-id pub-id-type="pmid">12440924</pub-id></mixed-citation></ref><ref id="R11"><label>[11]</label><mixed-citation publication-type="journal"><name><surname>Soukup-Hein</surname><given-names>RJ</given-names></name>, <name><surname>Warnke</surname><given-names>MM</given-names></name>, <name><surname>Armstrong</surname><given-names>DW</given-names></name>, <article-title>Ionic liquids in analytical chemistry</article-title>, <source>Annual Review of Analytical Chemistry</source>
<volume>2</volume> (<year>2009</year>) <fpage>145</fpage>&#x02013;<lpage>168</lpage>.</mixed-citation></ref><ref id="R12"><label>[12]</label><mixed-citation publication-type="journal"><name><surname>Anderson</surname><given-names>JL</given-names></name>, <name><surname>Armstrong</surname><given-names>DW</given-names></name>, <name><surname>Wei</surname><given-names>G-T</given-names></name>, <article-title>Ionic liquids in analytical chemistry</article-title>, <source>ACS Publications</source>, <year>2006</year>.</mixed-citation></ref><ref id="R13"><label>[13]</label><mixed-citation publication-type="journal"><name><surname>Trujillo-Rodr&#x000ed;guez</surname><given-names>MJ</given-names></name>, <name><surname>Nan</surname><given-names>H</given-names></name>, <name><surname>Varona</surname><given-names>M</given-names></name>, <name><surname>Emaus</surname><given-names>MN</given-names></name>, <name><surname>Souza</surname><given-names>ID</given-names></name>, <name><surname>Anderson</surname><given-names>JL</given-names></name>, <article-title>Advances of ionic liquids in analytical chemistry</article-title>, <source>Analytical chemistry</source>
<volume>91</volume> (<year>2018</year>) <fpage>505</fpage>&#x02013;<lpage>531</lpage>.<pub-id pub-id-type="pmid">30335970</pub-id></mixed-citation></ref><ref id="R14"><label>[14]</label><mixed-citation publication-type="book"><name><surname>Grob</surname><given-names>K</given-names></name>, in: <source>Making and Manipulating Capillary ColumnsforGas Chromatography</source>, <publisher-name>H&#x000fc;thig</publisher-name>, <publisher-loc>Heidelberg</publisher-loc>, <year>1986</year>, p. <fpage>36</fpage>.</mixed-citation></ref><ref id="R15"><label>[15]</label><mixed-citation publication-type="journal"><name><surname>Scott</surname><given-names>RP</given-names></name>, <article-title>Principles and practice of chromatography, 1</article-title>, <source>Chrom-ed book series</source>, <year>2003</year>.</mixed-citation></ref><ref id="R16"><label>[16]</label><mixed-citation publication-type="journal"><name><surname>Currie</surname><given-names>RW</given-names></name>, <name><surname>Christiansen</surname><given-names>D</given-names></name>, <article-title>Gas chromatography capillary devices and methods</article-title>, <source>Google Patents</source>, <year>2012</year>.</mixed-citation></ref><ref id="R17"><label>[17]</label><mixed-citation publication-type="journal"><name><surname>Bhushan</surname><given-names>A</given-names></name>, <name><surname>Yemane</surname><given-names>D</given-names></name>, <name><surname>Trudell</surname><given-names>D</given-names></name>, <name><surname>Overton</surname><given-names>EB</given-names></name>, <name><surname>Goettert</surname><given-names>J</given-names></name>, <article-title>Fabrication of micro-gas chromatograph columns for fast chromatography</article-title>, <source>Microsystem Technologies</source>
<volume>13</volume> (<year>2007</year>) <fpage>361</fpage>&#x02013;<lpage>368</lpage>.</mixed-citation></ref><ref id="R18"><label>[18]</label><mixed-citation publication-type="journal"><name><surname>Reidy</surname><given-names>S</given-names></name>, <name><surname>George</surname><given-names>D</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <name><surname>Sacks</surname><given-names>R</given-names></name>, <article-title>Temperature-programmed GC using silicon microfabricated columns with integrated heaters and temperature sensors</article-title>, <source>Analytical chemistry</source>
<volume>79</volume> (<year>2007</year>) <fpage>2911</fpage>&#x02013;<lpage>2917</lpage>.<pub-id pub-id-type="pmid">17311465</pub-id></mixed-citation></ref><ref id="R19"><label>[19]</label><mixed-citation publication-type="journal"><name><surname>Sumpter</surname><given-names>SR</given-names></name>, <name><surname>Lee</surname><given-names>ML</given-names></name>, <article-title>Enhanced radial dispersion in open tubular column chromatography</article-title>, <source>Journal of Microcolumn Separations</source>
<volume>3</volume> (<year>1991</year>) <fpage>91</fpage>&#x02013;<lpage>113</lpage>.</mixed-citation></ref><ref id="R20"><label>[20]</label><mixed-citation publication-type="journal"><name><surname>Sun</surname><given-names>J</given-names></name>, <name><surname>Cui</surname><given-names>D</given-names></name>, <name><surname>Li</surname><given-names>Y</given-names></name>, <name><surname>Zhang</surname><given-names>L</given-names></name>, <name><surname>Chen</surname><given-names>J</given-names></name>, <name><surname>Li</surname><given-names>H</given-names></name>, <etal/>, <article-title>A high resolution MEMS based gas chromatography column for the analysis of benzene and toluene gaseous mixtures</article-title>, <source>Sensors and Actuators B: Chemical</source>
<volume>141</volume> (<year>2009</year>) <fpage>431</fpage>&#x02013;<lpage>435</lpage>.</mixed-citation></ref><ref id="R21"><label>[21]</label><mixed-citation publication-type="journal"><name><surname>Ali</surname><given-names>S</given-names></name>, <name><surname>Ashraf-Khorassani</surname><given-names>M</given-names></name>, <name><surname>Taylor</surname><given-names>LT</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <article-title>MEMS-based semi-packed gas chromatography columns</article-title>, <source>Sensors and Actuators B: Chemical</source>
<volume>141</volume> (<year>2009</year>) <fpage>309</fpage>&#x02013;<lpage>315</lpage>.</mixed-citation></ref><ref id="R22"><label>[22]</label><mixed-citation publication-type="journal"><name><surname>Chen</surname><given-names>B-X</given-names></name>, <name><surname>Hung</surname><given-names>T-Y</given-names></name>, <name><surname>Jian</surname><given-names>R-S</given-names></name>, <name><surname>Lu</surname><given-names>C-J</given-names></name>, <article-title>A multidimensional micro gas chromatograph employing a parallel separation multi-column chip and stop-flow <italic toggle="yes">&#x003bc;</italic>GC&#x000d7; <italic toggle="yes">&#x003bc;</italic>GCs configuration</article-title>, <source>Lab on a Chip</source>
<volume>13</volume> (<year>2013</year>) <fpage>1333</fpage>&#x02013;<lpage>1341</lpage>.<pub-id pub-id-type="pmid">23381092</pub-id></mixed-citation></ref><ref id="R23"><label>[23]</label><mixed-citation publication-type="journal"><name><surname>Lambertus</surname><given-names>G</given-names></name>, <name><surname>Elstro</surname><given-names>A</given-names></name>, <name><surname>Sensenig</surname><given-names>K</given-names></name>, <name><surname>Potkay</surname><given-names>J</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <name><surname>Scheuering</surname><given-names>S</given-names></name>, <etal/>, <article-title>Design, fabrication, and evaluation of microfabricated columns for gas chromatography</article-title>, <source>Analytical chemistry</source>
<volume>76</volume> (<year>2004</year>) <fpage>2629</fpage>&#x02013;<lpage>2637</lpage>.<pub-id pub-id-type="pmid">15117208</pub-id></mixed-citation></ref><ref id="R24"><label>[24]</label><mixed-citation publication-type="journal"><name><surname>Lambertus</surname><given-names>G</given-names></name>, <name><surname>Sacks</surname><given-names>R</given-names></name>, <article-title>Stop-flow programmable selectivity with a dual-column ensemble of microfabricated etched silicon columns and air as carrier gas</article-title>, <source>Analytical chemistry</source>
<volume>77</volume> (<year>2005</year>) <fpage>2078</fpage>&#x02013;<lpage>2084</lpage>.<pub-id pub-id-type="pmid">15801741</pub-id></mixed-citation></ref><ref id="R25"><label>[25]</label><mixed-citation publication-type="journal"><name><surname>Lambertus</surname><given-names>GR</given-names></name>, <name><surname>Fix</surname><given-names>CS</given-names></name>, <name><surname>Reidy</surname><given-names>SM</given-names></name>, <name><surname>Miller</surname><given-names>RA</given-names></name>, <name><surname>Wheeler</surname><given-names>D</given-names></name>, <name><surname>Nazarov</surname><given-names>E</given-names></name>, <etal/>, <article-title>Silicon microfabricated column with microfabricated differential mobility spectrometer for GC analysis of volatile organic compounds</article-title>, <source>Analytical Chemistry</source>
<volume>77</volume> (<year>2005</year>) <fpage>7563</fpage>&#x02013;<lpage>7571</lpage>.<pub-id pub-id-type="pmid">16316163</pub-id></mixed-citation></ref><ref id="R26"><label>[26]</label><mixed-citation publication-type="journal"><name><surname>Azzouz</surname><given-names>I</given-names></name>, <name><surname>Vial</surname><given-names>J</given-names></name>, <name><surname>Thi&#x000e9;baut</surname><given-names>D</given-names></name>, <name><surname>Haudebourg</surname><given-names>R</given-names></name>, <name><surname>Danaie</surname><given-names>K</given-names></name>, <name><surname>Sassiat</surname><given-names>P</given-names></name>, <etal/>, <article-title>Review of stationary phases for microelectromechanical systems in gas chromatography: feasibility and separations</article-title>, <source>Analytical and bioanalytical chemistry</source>
<volume>406</volume> (<year>2014</year>) <fpage>981</fpage>&#x02013;<lpage>994</lpage>.<pub-id pub-id-type="pmid">23929190</pub-id></mixed-citation></ref><ref id="R27"><label>[27]</label><mixed-citation publication-type="journal"><name><surname>Stadermann</surname><given-names>M</given-names></name>, <name><surname>McBrady</surname><given-names>AD</given-names></name>, <name><surname>Dick</surname><given-names>B</given-names></name>, <name><surname>Reid</surname><given-names>VR</given-names></name>, <name><surname>Noy</surname><given-names>A</given-names></name>, <name><surname>Synovec</surname><given-names>RE</given-names></name>, <etal/>, <article-title>Ultrafast gas chromatography on single-wall carbon nanotube stationary phases in microfabricated channels</article-title>, <source>Analytical chemistry</source>
<volume>78</volume> (<year>2006</year>) <fpage>5639</fpage>&#x02013;<lpage>5644</lpage>.<pub-id pub-id-type="pmid">16906706</pub-id></mixed-citation></ref><ref id="R28"><label>[28]</label><mixed-citation publication-type="book"><name><surname>Read</surname><given-names>D</given-names></name>, <name><surname>Sillerud</surname><given-names>CH</given-names></name>, <source>Metal-Organic Framework Thin Films as Stationary Phases in Microfabricated Gas-Chromatography Columns</source>, <publisher-name>Sandia National Laboratories (SNLNM)</publisher-name>, <publisher-loc>Albuquerque, NM (United States)</publisher-loc>, <year>2016</year>.</mixed-citation></ref><ref id="R29"><label>[29]</label><mixed-citation publication-type="journal"><name><surname>Shakeel</surname><given-names>H</given-names></name>, <name><surname>Rice</surname><given-names>GW</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <article-title>Semipacked columns with atomic layer-deposited alumina as a stationary phase</article-title>, <source>Sensors and Actuators B: Chemical</source>
<volume>203</volume> (<year>2014</year>) <fpage>641</fpage>&#x02013;<lpage>646</lpage>.</mixed-citation></ref><ref id="R30"><label>[30]</label><mixed-citation publication-type="journal"><name><surname>Vial</surname><given-names>J</given-names></name>, <name><surname>Thi&#x000e9;baut</surname><given-names>D</given-names></name>, <name><surname>Marty</surname><given-names>F</given-names></name>, <name><surname>Guibal</surname><given-names>P</given-names></name>, <name><surname>Haudebourg</surname><given-names>R</given-names></name>, <name><surname>Nachef</surname><given-names>K</given-names></name>, <etal/>, <article-title>Silica sputtering as a novel collective stationary phase deposition for microelectromechanical system gas chromatography column: Feasibility and first separations</article-title>, <source>Journal of Chromatography A</source>
<volume>1218</volume> (<year>2011</year>) <fpage>3262</fpage>&#x02013;<lpage>3266</lpage>.<pub-id pub-id-type="pmid">21208620</pub-id></mixed-citation></ref><ref id="R31"><label>[31]</label><mixed-citation publication-type="journal"><name><surname>Haudebourg</surname><given-names>R</given-names></name>, <name><surname>Vial</surname><given-names>J</given-names></name>, <name><surname>Thiebaut</surname><given-names>D</given-names></name>, <name><surname>Danaie</surname><given-names>K</given-names></name>, <name><surname>Breviere</surname><given-names>J</given-names></name>, <name><surname>Sassiat</surname><given-names>P</given-names></name>, <etal/>, <article-title>Temperature-programmed sputtered micromachined gas chromatography columns: An approach to fast separations in oilfield applications</article-title>, <source>Analytical chemistry</source>
<volume>85</volume> (<year>2013</year>) <fpage>114</fpage>&#x02013;<lpage>120</lpage>.<pub-id pub-id-type="pmid">23231068</pub-id></mixed-citation></ref><ref id="R32"><label>[32]</label><mixed-citation publication-type="journal"><name><surname>Wang</surname><given-names>D</given-names></name>, <name><surname>Shakeel</surname><given-names>H</given-names></name>, <name><surname>Lovette</surname><given-names>J</given-names></name>, <name><surname>Rice</surname><given-names>GW</given-names></name>, <name><surname>Heflin</surname><given-names>JR</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <article-title>Highly stable surface functionalization of microgas chromatography columns using layer-by-layer self-assembly of silica nanoparticles</article-title>, <source>Analytical chemistry</source>
<volume>85</volume> (<year>2013</year>) <fpage>8135</fpage>&#x02013;<lpage>8141</lpage>.<pub-id pub-id-type="pmid">23889461</pub-id></mixed-citation></ref><ref id="R33"><label>[33]</label><mixed-citation publication-type="journal"><name><surname>Regmi</surname><given-names>BP</given-names></name>, <name><surname>Chan</surname><given-names>R</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <article-title>Ionic liquid functionalization of semi-packed columns for high-performance gas chromatographic separations</article-title>, <source>Journal of Chromatography A</source>
<volume>1510</volume> (<year>2017</year>) <fpage>66</fpage>&#x02013;<lpage>72</lpage>.<pub-id pub-id-type="pmid">28662852</pub-id></mixed-citation></ref><ref id="R34"><label>[34]</label><mixed-citation publication-type="journal"><name><surname>Regmi</surname><given-names>BP</given-names></name>, <name><surname>Chan</surname><given-names>R</given-names></name>, <name><surname>Atta</surname><given-names>A</given-names></name>, <name><surname>Agah</surname><given-names>M</given-names></name>, <article-title>Ionic liquid-coated alumina-pretreated micro gas chromatography columns for high-efficient separations</article-title>, <source>Journal of Chromatography A</source>
<volume>1566</volume> (<year>2018</year>) <fpage>124</fpage>&#x02013;<lpage>134</lpage>.<pub-id pub-id-type="pmid">30017088</pub-id></mixed-citation></ref><ref id="R35"><label>[35]</label><mixed-citation publication-type="journal"><name><surname>Gholizadeh Azam</surname><given-names>CM</given-names></name>, <name><surname>Masoud</surname><given-names>Agah</given-names></name>, <source>Analytiocal Chemistry</source> (<year>2021</year>) (Online early access).</mixed-citation></ref><ref id="R36"><label>[36]</label><mixed-citation publication-type="journal"><name><surname>Dugas</surname><given-names>V</given-names></name>, <name><surname>Chevalier</surname><given-names>Y</given-names></name>, <article-title>Chemical Reactions in Dense Monolayers: In situ thermal cleavage of grafted esters for preparation of solid surfaces functionalized with carboxylic acids</article-title>, <source>Langmuir</source>
<volume>27</volume> (<year>2011</year>) <fpage>14188</fpage>&#x02013;<lpage>14200</lpage>.<pub-id pub-id-type="pmid">22026445</pub-id></mixed-citation></ref><ref id="R37"><label>[37]</label><mixed-citation publication-type="journal"><name><surname>Pasternack</surname><given-names>RM</given-names></name>, <name><surname>Rivillon Amy</surname><given-names>S</given-names></name>, <name><surname>Chabal</surname><given-names>YJ</given-names></name>, <article-title>Attachment of 3-(aminopropyl) triethoxysilane on silicon oxide surfaces: dependence on solution temperature</article-title>, <source>Langmuir</source>
<volume>24</volume> (<year>2008</year>) <fpage>12963</fpage>&#x02013;<lpage>12971</lpage>.<pub-id pub-id-type="pmid">18942864</pub-id></mixed-citation></ref><ref id="R38"><label>[38]</label><mixed-citation publication-type="journal"><name><surname>Park</surname><given-names>J-W</given-names></name>, <name><surname>Jun</surname><given-names>C-H</given-names></name>, <article-title>Transition-metal-catalyzed immobilization of organic functional groups onto solid supports through vinylsilane coupling reactions</article-title>, <source>Journal of the American Chemical Society</source>
<volume>132</volume> (<year>2010</year>) <fpage>7268</fpage>&#x02013;<lpage>7269</lpage>.<pub-id pub-id-type="pmid">20450159</pub-id></mixed-citation></ref><ref id="R39"><label>[39]</label><mixed-citation publication-type="journal"><name><surname>Yuan</surname><given-names>H</given-names></name>, <name><surname>Du</surname><given-names>X</given-names></name>, <name><surname>Tai</surname><given-names>H</given-names></name>, <name><surname>Li</surname><given-names>Y</given-names></name>, <name><surname>Zhao</surname><given-names>X</given-names></name>, <name><surname>Guo</surname><given-names>P</given-names></name>, <etal/>, <article-title>The effect of the channel curve on the performance of micromachined gas chromatography column</article-title>, <source>Sensors and Actuators B: Chemical</source>
<volume>239</volume> (<year>2017</year>) <fpage>304</fpage>&#x02013;<lpage>310</lpage>.</mixed-citation></ref><ref id="R40"><label>[40]</label><mixed-citation publication-type="journal"><name><surname>Radadia</surname><given-names>AD</given-names></name>, <name><surname>Masel</surname><given-names>RI</given-names></name>, <name><surname>Shannon</surname><given-names>MA</given-names></name>, <name><surname>Jerrell</surname><given-names>JP</given-names></name>, <name><surname>Cadwallader</surname><given-names>KR</given-names></name>, <article-title>Micromachined GC columns for fast separation of organophosphonate and organosulfur compounds</article-title>, <source>Analytical Chemistry</source>
<volume>80</volume> (<year>2008</year>) <fpage>4087</fpage>&#x02013;<lpage>4094</lpage>.<pub-id pub-id-type="pmid">18442266</pub-id></mixed-citation></ref><ref id="R41"><label>[41]</label><mixed-citation publication-type="journal"><name><surname>Giddings</surname><given-names>JC</given-names></name>, <article-title>Liquid distribution on gas chromatographic support. Relationship to plate height</article-title>, <source>Analytical Chemistry</source>
<volume>34</volume> (<year>1962</year>) <fpage>458</fpage>&#x02013;<lpage>465</lpage>.</mixed-citation></ref><ref id="R42"><label>[42]</label><mixed-citation publication-type="journal"><name><surname>Omotowa</surname><given-names>BA</given-names></name>, <name><surname>Phillips</surname><given-names>BS</given-names></name>, <name><surname>Zabinski</surname><given-names>JS</given-names></name>, <name><surname>Shreeve</surname><given-names>J.n.M.</given-names></name>, <article-title>Phosphazene-based ionic liquids: synthesis, temperature-dependent viscosity, and effect as additives in water lubrication of silicon nitride ceramics</article-title>, <source>Inorganic chemistry</source>
<volume>43</volume> (<year>2004</year>) <fpage>5466</fpage>&#x02013;<lpage>5471</lpage>.<pub-id pub-id-type="pmid">15310229</pub-id></mixed-citation></ref><ref id="R43"><label>[43]</label><mixed-citation publication-type="journal"><name><surname>Ciocirlan</surname><given-names>O</given-names></name>, <name><surname>Iulian</surname><given-names>O</given-names></name>, <name><surname>Croitoru</surname><given-names>O</given-names></name>, <article-title>Effect of temperature on the physico-chemical properties of three ionic liquids containing choline chloride</article-title>, <source>Rev Chim (Bucharest)</source>
<volume>61</volume> (<year>2010</year>) <fpage>721</fpage>&#x02013;<lpage>723</lpage>.</mixed-citation></ref></ref-list></back><floats-group><fig position="float" id="F1"><label>Fig. 1.</label><caption><p id="P38">(A) Schematic of the coating setup using infusion mode of the syringe pump, process time: 15 min, (B) Schematic of the drying setup including nitrogen purging in the presence of the water bath, process time: 10 min.</p></caption><graphic xlink:href="nihms-1785906-f0001" position="float"/></fig><fig position="float" id="F2"><label>Fig. 2.</label><caption><p id="P39">Optical images of (A) semi-packed column coated with N <sub>2</sub> purging method and (B) semi-packed column coated with syringe pump. Optical images from drying methods using (C) syringe pump withdraw mode, (D) nitrogen purging, and (E) nitrogen purging with water bath after 1 minute, (F) after 4 minutes, and (G) after 10 minutes. Scale bar: A-C: 4.2 mm, D: 3 mm.</p></caption><graphic xlink:href="nihms-1785906-f0002" position="float"/></fig><fig position="float" id="F3"><label>Fig. 3.</label><caption><p id="P40">(A) column image after oven treatment, inset shows the SEM images of the silicon pillars array, (B) SEM images of the coated silicon pillars with IL1, inset shows magnified image of the stationary phase layer around the pillar, (C) Optical microscope image of pillars before oven thermal treatment, (D) Optical microscope image of the pillars after oven thermal treatment. Scale bars: A: 4.2 mm, B: 40 <italic toggle="yes">&#x003bc;</italic>m, C, D: 80 <italic toggle="yes">&#x003bc;</italic>m.</p></caption><graphic xlink:href="nihms-1785906-f0003" position="float"/></fig><fig position="float" id="F4"><label>Fig. 4.</label><caption><p id="P41">Golay plots of the coated columns, (A) Alumina deactivated columns coated with IL1 stationary phase and thermally treated at 200&#x000b0;C, 220&#x000b0;C, and 240&#x000b0;C, (B) Alumina deactivated columns coated with IL2 and IL3 stationary phases, and (C) Silane catalyzed deactivated columns coated with IL1 stationary phase and treated at 240&#x000b0;C, (D) plate number variation for two separate columns of 1: Alumina deactivated column coated with IL1 at 200&#x000b0;C, 2: Silicon column coated with IL1 at 240&#x000b0;C 3: Alumina deactivated column coated with IL2 at 220&#x000b0;C, 4: Alumina deactivated column coated with IL1 at 220&#x000b0;C, 5: Chemically deactivated silicon column with IL1 at 240&#x000b0;C, 6: Alumina deactivated column coated with IL3 at 200&#x000b0;C, 7: Alumina deactivated column coated with IL2 at 240&#x000b0;C, 8: Alumina deactivated column coated with IL1 at 240&#x000b0;C.</p></caption><graphic xlink:href="nihms-1785906-f0004" position="float"/></fig><fig position="float" id="F5"><label>Fig. 5.</label><caption><p id="P42">Chromatograms showing the separation of the 20 components mixture using IL1 with thermal treatment at (A) 200&#x000b0;C, (B) 220&#x000b0;C, and (C) 240&#x000b0;C. Condition: injection volume 0.1 <italic toggle="yes">&#x003bc;</italic>L, split ratio 100:1, inlet carrier gas pressure 45 psi, initial oven temperature 30&#x000b0;C held for 0.5 min; ramp rate 40&#x000b0;C/min to 150&#x000b0;C. the retention time of the chemicals is listed in <xref rid="T1" ref-type="table">Table 1</xref>.</p></caption><graphic xlink:href="nihms-1785906-f0005" position="float"/></fig><fig position="float" id="F6"><label>Fig. 6.</label><caption><p id="P43">Chromatograms showing the separation of the 20 components mixture using (A) IL3 with thermal treatment of 200&#x000b0;C, (B)) IL2 with thermal treatment of 220&#x000b0;C, and (C) IL2 with thermal treatment of 240&#x000b0;C. Condition: injection volume 0.1 <italic toggle="yes">&#x003bc;</italic>L, split ratio 100:1, inlet carrier gas pressure 45 psi, initial oven temperature 30&#x000b0;C held for 0.5 min; ramp rate 40&#x000b0;C/min to 150&#x000b0;C. The retention time of the chemicals is listed in <xref rid="T1" ref-type="table">Table 1</xref>.</p></caption><graphic xlink:href="nihms-1785906-f0006" position="float"/></fig><fig position="float" id="F7"><label>Fig. 7.</label><caption><p id="P44">Chromatograms showing the separation of the 20 components mixture using IL1 with thermal treatment at 240&#x000b0;C (A) non-deactivated semi-packed column, (B) chemically deactivated semi-packed column. Condition: injection volume 0.1 <italic toggle="yes">&#x003bc;</italic>L, split ratio 100:1, inlet carrier gas pressure 45 psi, initial oven temperature 30&#x000b0;C held for 0.9 min; ramp rate 40&#x000b0;C/min to 150&#x000b0;C. The retention time of the chemicals is listed in <xref rid="T1" ref-type="table">Table 1</xref>.</p></caption><graphic xlink:href="nihms-1785906-f0007" position="float"/></fig><table-wrap position="float" id="T1"><label>Table 1</label><caption><p id="P45">The chemical name, number, and boiling point of the 20 components mixture.</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="middle" rowspan="1" colspan="1">Peak number</th><th align="left" valign="middle" rowspan="1" colspan="1">Chemical name</th><th align="left" valign="middle" rowspan="1" colspan="1">Boiling point (&#x000b0;C)</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">1</td><td align="left" valign="top" rowspan="1" colspan="1">Heptane</td><td align="left" valign="top" rowspan="1" colspan="1">98.4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">2</td><td align="left" valign="top" rowspan="1" colspan="1">Octane</td><td align="left" valign="top" rowspan="1" colspan="1">125.6</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">3</td><td align="left" valign="top" rowspan="1" colspan="1">Nonane</td><td align="left" valign="top" rowspan="1" colspan="1">151.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">4</td><td align="left" valign="top" rowspan="1" colspan="1">Benzene</td><td align="left" valign="top" rowspan="1" colspan="1">80.1</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">5</td><td align="left" valign="top" rowspan="1" colspan="1">Toluene</td><td align="left" valign="top" rowspan="1" colspan="1">110.6</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">6</td><td align="left" valign="top" rowspan="1" colspan="1">Ethylbenzene</td><td align="left" valign="top" rowspan="1" colspan="1">136.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">7</td><td align="left" valign="top" rowspan="1" colspan="1">p-xylene</td><td align="left" valign="top" rowspan="1" colspan="1">138.4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">8</td><td align="left" valign="top" rowspan="1" colspan="1">m-xylene</td><td align="left" valign="top" rowspan="1" colspan="1">139.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">9</td><td align="left" valign="top" rowspan="1" colspan="1">o-xylene</td><td align="left" valign="top" rowspan="1" colspan="1">144.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">10</td><td align="left" valign="top" rowspan="1" colspan="1">Isobutylbenzene</td><td align="left" valign="top" rowspan="1" colspan="1">173.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">11</td><td align="left" valign="top" rowspan="1" colspan="1">Styrene</td><td align="left" valign="top" rowspan="1" colspan="1">145.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">12</td><td align="left" valign="top" rowspan="1" colspan="1">Butylbenzene</td><td align="left" valign="top" rowspan="1" colspan="1">183.3</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">13</td><td align="left" valign="top" rowspan="1" colspan="1">1,2-Dichlorobenzene</td><td align="left" valign="top" rowspan="1" colspan="1">180.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">14</td><td align="left" valign="top" rowspan="1" colspan="1">2,5-Dichlorotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">200.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">15</td><td align="left" valign="top" rowspan="1" colspan="1">1,2,4-Trichlorobenzene</td><td align="left" valign="top" rowspan="1" colspan="1">214.4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">16</td><td align="left" valign="top" rowspan="1" colspan="1">Benzyl chloride</td><td align="left" valign="top" rowspan="1" colspan="1">179.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">17</td><td align="left" valign="top" rowspan="1" colspan="1">Naphthalene</td><td align="left" valign="top" rowspan="1" colspan="1">218.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">18</td><td align="left" valign="middle" rowspan="1" colspan="1">2-Nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">222.0</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">19</td><td align="left" valign="top" rowspan="1" colspan="1">3-Nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">231.9</td></tr><tr><td align="left" valign="middle" rowspan="1" colspan="1">20</td><td align="left" valign="top" rowspan="1" colspan="1">4-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">238.3</td></tr></tbody></table></table-wrap><table-wrap position="float" id="T2"><label>Table 2</label><caption><p id="P46">Golay plot data.</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="middle" rowspan="1" colspan="1">IL</th><th align="left" valign="middle" rowspan="1" colspan="1">A</th><th align="left" valign="middle" rowspan="1" colspan="1">B</th><th align="left" valign="middle" rowspan="1" colspan="1">C</th><th align="left" valign="middle" rowspan="1" colspan="1">D</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">IL1200</td><td align="left" valign="top" rowspan="1" colspan="1">0.82</td><td align="left" valign="top" rowspan="1" colspan="1">12.05</td><td align="left" valign="top" rowspan="1" colspan="1">2.18e-2</td><td align="left" valign="top" rowspan="1" colspan="1">1.538e-4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL1220</td><td align="left" valign="top" rowspan="1" colspan="1">0.55</td><td align="left" valign="top" rowspan="1" colspan="1">8.54</td><td align="left" valign="top" rowspan="1" colspan="1">1.22e-2</td><td align="left" valign="top" rowspan="1" colspan="1">7.025e-5</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL1240</td><td align="left" valign="top" rowspan="1" colspan="1">0.53</td><td align="left" valign="top" rowspan="1" colspan="1">8.49</td><td align="left" valign="top" rowspan="1" colspan="1">1.21e-2</td><td align="left" valign="top" rowspan="1" colspan="1">9.117e-5</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL2220</td><td align="left" valign="top" rowspan="1" colspan="1">0.72</td><td align="left" valign="top" rowspan="1" colspan="1">10.69</td><td align="left" valign="top" rowspan="1" colspan="1">1.80e-2</td><td align="left" valign="top" rowspan="1" colspan="1">1.354e-4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL2240</td><td align="left" valign="top" rowspan="1" colspan="1">0.71</td><td align="left" valign="top" rowspan="1" colspan="1">10.48</td><td align="left" valign="top" rowspan="1" colspan="1">1.72e-2</td><td align="left" valign="top" rowspan="1" colspan="1">1.341e-4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL3200</td><td align="left" valign="top" rowspan="1" colspan="1">0.71</td><td align="left" valign="top" rowspan="1" colspan="1">10.65</td><td align="left" valign="top" rowspan="1" colspan="1">1.73e-2</td><td align="left" valign="top" rowspan="1" colspan="1">1.321e-4</td></tr></tbody></table></table-wrap><table-wrap position="float" id="T3" orientation="landscape"><label>Table 3</label><caption><p id="P47">Resolution and symmetry of IL1 stationary phase columns (symmetry was reported based on UPS tailing at 5% height of the peak).</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="middle" rowspan="1" colspan="1">Component</th><th align="left" valign="middle" rowspan="1" colspan="1">Resolution at 200 &#x000b0;C</th><th align="left" valign="middle" rowspan="1" colspan="1">Tailing at 200 &#x000b0;C</th><th align="left" valign="middle" rowspan="1" colspan="1">Resolution at 220 &#x000b0;C</th><th align="left" valign="middle" rowspan="1" colspan="1">Tailing at 220 &#x000b0;C</th><th align="left" valign="middle" rowspan="1" colspan="1">Resolution at 240 &#x000b0;C</th><th align="left" valign="middle" rowspan="1" colspan="1">Tailing at 240 &#x000b0;C</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">Naphthalene</td><td align="left" valign="top" rowspan="1" colspan="1">12.11</td><td align="left" valign="top" rowspan="1" colspan="1">1.17</td><td align="left" valign="top" rowspan="1" colspan="1">19.59</td><td align="left" valign="top" rowspan="1" colspan="1">1.07</td><td align="left" valign="top" rowspan="1" colspan="1">33.12</td><td align="left" valign="top" rowspan="1" colspan="1">1.46</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">2-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">1.32</td><td align="left" valign="top" rowspan="1" colspan="1">1.30</td><td align="left" valign="top" rowspan="1" colspan="1">2.28</td><td align="left" valign="top" rowspan="1" colspan="1">1.05</td><td align="left" valign="top" rowspan="1" colspan="1">3.47</td><td align="left" valign="top" rowspan="1" colspan="1">1.47</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">3-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">1.62</td><td align="left" valign="top" rowspan="1" colspan="1">1.15</td><td align="left" valign="top" rowspan="1" colspan="1">2.94</td><td align="left" valign="top" rowspan="1" colspan="1">1.03</td><td align="left" valign="top" rowspan="1" colspan="1">4.51</td><td align="left" valign="top" rowspan="1" colspan="1">1.85</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">4-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">1.75</td><td align="left" valign="top" rowspan="1" colspan="1">1.21</td><td align="left" valign="top" rowspan="1" colspan="1">3.12</td><td align="left" valign="top" rowspan="1" colspan="1">1.11</td><td align="left" valign="top" rowspan="1" colspan="1">4.50</td><td align="left" valign="top" rowspan="1" colspan="1">1.95</td></tr></tbody></table></table-wrap><table-wrap position="float" id="T4" orientation="landscape"><label>Table 4</label><caption><p id="P48">Resolution and symmetry of IL2, IL3 stationary phase columns (symmetry was reported based on UPS tailing at 5% height of the peak).</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="bottom" rowspan="1" colspan="1">Component<break/>number</th><th align="left" valign="bottom" rowspan="1" colspan="1">Resolution<break/>IL3 at 200<break/>&#x000b0;C</th><th align="left" valign="bottom" rowspan="1" colspan="1">Tailing IL3<break/>at 200 &#x000b0;C</th><th align="left" valign="bottom" rowspan="1" colspan="1">Resolution<break/>IL2 at 220<break/>&#x000b0;C</th><th align="left" valign="bottom" rowspan="1" colspan="1">Tailing IL2<break/>at 220 &#x000b0;C</th><th align="left" valign="bottom" rowspan="1" colspan="1">Resolution<break/>IL2 at 240<break/>&#x000b0;C</th><th align="left" valign="bottom" rowspan="1" colspan="1">Tailing IL2<break/>at 240 &#x000b0;C</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">Naphthalene</td><td align="left" valign="top" rowspan="1" colspan="1">11.04</td><td align="left" valign="top" rowspan="1" colspan="1">2.16</td><td align="left" valign="top" rowspan="1" colspan="1">16.68</td><td align="left" valign="top" rowspan="1" colspan="1">1.09</td><td align="left" valign="top" rowspan="1" colspan="1">24.10</td><td align="left" valign="top" rowspan="1" colspan="1">0.78</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">2-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">2.82</td><td align="left" valign="top" rowspan="1" colspan="1">2.30</td><td align="left" valign="top" rowspan="1" colspan="1">5.47</td><td align="left" valign="top" rowspan="1" colspan="1">0.92</td><td align="left" valign="top" rowspan="1" colspan="1">7.21</td><td align="left" valign="top" rowspan="1" colspan="1">0.70</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">3-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">4.52</td><td align="left" valign="top" rowspan="1" colspan="1">1.94</td><td align="left" valign="top" rowspan="1" colspan="1">2.61</td><td align="left" valign="top" rowspan="1" colspan="1">0.87</td><td align="left" valign="top" rowspan="1" colspan="1">3.25</td><td align="left" valign="top" rowspan="1" colspan="1">0.69</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">4-nitrotoluene</td><td align="left" valign="top" rowspan="1" colspan="1">2.82</td><td align="left" valign="top" rowspan="1" colspan="1">2.37</td><td align="left" valign="top" rowspan="1" colspan="1">2.68</td><td align="left" valign="top" rowspan="1" colspan="1">0.87</td><td align="left" valign="top" rowspan="1" colspan="1">3.29</td><td align="left" valign="top" rowspan="1" colspan="1">0.69</td></tr></tbody></table></table-wrap><table-wrap position="float" id="T5"><label>Table 5</label><caption><p id="P49">stability data for 100 experimental chromatograms.</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="top" rowspan="1" colspan="1">Column type</th><th align="left" valign="top" rowspan="1" colspan="1">Height (pA)</th><th align="left" valign="top" rowspan="1" colspan="1">Width (Second)</th><th align="left" valign="top" rowspan="1" colspan="1">Symmetry</th><th align="left" valign="top" rowspan="1" colspan="1">Time (Second)</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">IL1 mean</td><td align="left" valign="top" rowspan="1" colspan="1">195.7</td><td align="left" valign="top" rowspan="1" colspan="1">2.2</td><td align="left" valign="top" rowspan="1" colspan="1">1.0</td><td align="left" valign="top" rowspan="1" colspan="1">53.5</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL1 RSD%</td><td align="left" valign="top" rowspan="1" colspan="1">2.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.02</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL2 mean</td><td align="left" valign="top" rowspan="1" colspan="1">387</td><td align="left" valign="top" rowspan="1" colspan="1">1.1</td><td align="left" valign="top" rowspan="1" colspan="1">1.0</td><td align="left" valign="top" rowspan="1" colspan="1">25.1</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL2 RSD%</td><td align="left" valign="top" rowspan="1" colspan="1">4.5</td><td align="left" valign="top" rowspan="1" colspan="1">0.5</td><td align="left" valign="top" rowspan="1" colspan="1">2.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.1</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL3 mean</td><td align="left" valign="top" rowspan="1" colspan="1">225.7</td><td align="left" valign="top" rowspan="1" colspan="1">1.6</td><td align="left" valign="top" rowspan="1" colspan="1">0.8</td><td align="left" valign="top" rowspan="1" colspan="1">39.4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">IL3 RSD%</td><td align="left" valign="top" rowspan="1" colspan="1">4.5</td><td align="left" valign="top" rowspan="1" colspan="1">2.3</td><td align="left" valign="top" rowspan="1" colspan="1">0.3</td><td align="left" valign="top" rowspan="1" colspan="1">0.1</td></tr></tbody></table><table-wrap-foot><fn id="TFN1"><p id="P50">RSD: relative standard deviation.</p></fn></table-wrap-foot></table-wrap></floats-group></article>