LCGC North America
In advance of PittconIn advance of Pittcon 2018, leading scientists-Ronald Majors, Richard Henry, John W. Dolan, Zachary S. Breitbach, and Daniel W. Armstrong-who will be speaking at the LCGC awards symposium give us a preview of their talks.
Room-temperature ionic liquids (RTILs) are a class of nonmolecular ionic solvents with low melting points. The most common RTILs are composed of unsymmetrically substituted nitrogen-containing cations (for example, imidazolium, pyrrolidinium, pyridinium, or phosphonium) with inorganic anions (such as Cl-, PF6-, and BF4-). Most of these more common ILs are of limited use analytically. Consequently, many ILs consisting of multiple linked cations and less-reactive or more-stable anions have been synthesized to provide specific desired properties. In this presentation, an overview of the structure and properties of ILs and examples of their expanding use in various applications of separations, chromatography, and mass spectrometry (MS) are provided.
Analytical uses of RTILs include
Several studies have shown the superior capabilities of ILs as GC stationary phases. These include higher thermal stabilities, greater polarity range, and unusual selectivities. (See Figure 1 on cis–trans isomer separation.) ILs have a dual nature selectivity in that they are able to separate polar molecules like a polar stationary phase and nonpolar molar molecules like nonpolar stationary phases. They are increasingly being used in a variety of applications, including two-dimensional (2D)-GC, the measurement of water in samples, solvents, and materials, and compact field GC units.
Figure 1: GC–FID analysis of C18:2n6 cis and trans FAME isomers at 180 °C using (a) SLB-IL60 and (b) PEG stationary phases.
Ionic liquids have proven to be the best MALDI-MS matrices for a variety of applications and, unlike any solid matrix, quantitative results can be obtained. Further, the dications, trications, and tetracations developed for high stability ILs can be put in their fluoride ion form for another novel MS use-that is, their use as ESI-MS reagents for the ultrasensitive detection of anions in the positive mode. This technique is known as paired ion electrospray ionization–mass spectrometry (PIESI-MS). (See Figure 2 for a PIESI example.)
Figure 2: Paired ion electrospray ionization (PIESI)-MS for the highly sensitive determination of acidic herbicides and pesticides in water in the positive mode.
(1) J.L. Anderson, J. Ding, T. Welton, and D.W. Armstrong, J. Am. Chem. Soc. 124, 14247–14254 (2002).
(2) J.L. Anderson, R. Ding, A. Ellern, and D.W. Armstrong, J. Am. Chem. Soc. 127(2), 593–604 (2005).
(3) M. Qi and D.W. Armstrong, Anal. Bioanal. Chem. 388, 889–899 (2007).
(4) X. Han and D.W. Armstrong, Acc. Chem. Res. 40, 1079–1086 (2007).
(5) J.V. Seeley, S.K. Seeley, E.K. Libby, Z.S. Breitbach, and D.W. Armstrong, Anal. Bioanal. Chem. 390, 323–332 (2008).
(6) T. Payagala and D.W. Armstrong, Chirality 24, 17–53 (2012).
(7) D.W. Armstrong, L.-K. Zhang, L. He, and M. Gross, Anal. Chem. 73, 3679–3686 (2001).
(8) R.J. Soukup-Hein, J.W. Remsburg, P.K. Dasgupta, and D.W. Armstrong, Anal. Chem. 79, 7348–7352 (2007).
Daniel W. Armstrong
Daniel W. Armstrong is the Robert A. Welch Distinguished Professor in the Department of Chemistry and Biochemistry at The University of Texas at Arlington in Arlington, Texas.
AI and GenAI Applications to Help Optimize Purification and Yield of Antibodies From Plasma
October 31st 2024Deriving antibodies from plasma products involves several steps, typically starting from the collection of plasma and ending with the purification of the desired antibodies. These are: plasma collection; plasma pooling; fractionation; antibody purification; concentration and formulation; quality control; and packaging and storage. This process results in a purified antibody product that can be used for therapeutic purposes, diagnostic tests, or research. Each step is critical to ensure the safety, efficacy, and quality of the final product. Applications of AI/GenAI in many of these steps can significantly help in the optimization of purification and yield of the desired antibodies. Some specific use-cases are: selecting and optimizing plasma units for optimized plasma pooling; GenAI solution for enterprise search on internal knowledge portal; analysing and optimizing production batch profitability, inventory, yields; monitoring production batch key performance indicators for outlier identification; monitoring production equipment to predict maintenance events; and reducing quality control laboratory testing turnaround time.