Chemistry & Chemical Biology Department Theses and Dissertations

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Chemometric Analysis of Volatile Organic Compound Biomarkers of Disease and Development of Solid Phase Microextraction Fibers to Evaluate Gas Sensing Layers
(2022-08) Woollam, Mark David; Agarwal, Mangilal; Deiss, Frédérique; Goodpaster, John; Naumann, Christoph
Canines can detect different diseases simply by smelling different biological sample types, including urine, breath and sweat. This has led researchers to try and discovery unique volatile organic compound (VOC) biomarkers. The power of VOC biomarkers lies in the fact that one day they may be able to be utilized for noninvasive, rapid and accurate diagnostics at a point of care using miniaturized biosensors. However, the identity of the specific VOC biomarkers must be demonstrated before designing and fabricating sensing systems. Through an extensive series of experiments, VOCs in urine are profiled by solid phase microextraction (SPME) coupled to gas chromatography-mass spectrometry (GC-MS) to identify biomarkers for breast cancer using murine models. The results from these experiments indicated that unique classes of urinary VOCs, primarily terpene/terpenoids and carbonyls, are potential biomarkers of breast cancer. Through implementing chemometric approaches, unique panels of VOCs were identified for breast cancer detection, identifying tumor location, determining the efficacy of dopaminergic antitumor treatments, and tracking cancer progression. Other diseases, including COVID-19 and hypoglycemia (low blood sugar) were also probed to identify volatile biomarkers present in breath samples. VOC biomarker identification is an important step toward developing portable gas sensors, but another hurdle that exists is that current sensors lack selectivity toward specific VOCs of interest. Furthermore, testing sensors for sensitivity and selectivity is an extensive process as VOCs must be tested individually because the sensors do not have modes of chromatographic separation or compound identification. Another set of experiments is presented to demonstrate that SPME fibers can be coated with materials, used to extract standard solutions of VOCs, and analyzed by GC-MS to determine the performance of various gas sensing layers. In the first of these experiments, polyetherimide (PEI) was coated onto a SPME fiber and compared to commercial polyacrylate (PAA) fibers. The second experiment tuned the extraction efficiency of polyvinylidene fluoride (PVDF) - carbon black (CB) composites and showed that they had higher sensitivity for urinary VOC extraction relative to a polydimethylsiloxane (PDMS) SPME fiber. These results demonstrate SPME GC-MS can rapidly characterize and tune the VOC adsorption capabilities of gas sensing layers.
Surface Chemistry Control of 2D Nanomaterial Morphologies, Optoelectronic Responses, and Physicochemical Properties
(2022-05) Lee, Jacob T.; Sardar, Rajesh; Deiss, Frédérique; Long, Eric; Webb, Ian
The field of two-dimensional (2D) nanomaterials first began in earnest with the discovery of graphene in 2004 due to their unique shape-dependent optical, electronic, and mechanical properties. These properties arise due to their one-dimensional confinement and are further influenced by the elemental composition of the inorganic crystal lattice. There has been an intense focus on developing new compositions of 2D nanomaterials to take advantage of their intrinsic beneficial properties in a variety of applications including catalysis, energy storage and harvesting, sensing, and polymer nanocomposites. However, compared to the field of bulk materials, the influence of surface chemistry on 2D nanomaterials is still underdeveloped. 2D nanomaterials are considered an “all-surface” atomic structure with heights of a single to few layers of atoms. The synthetic methods used to produce 2D materials include bottom-up colloidal methods and top-down exfoliation related techniques. Both cases result in poorly controlled surface chemistry with many undercoordinated surface atoms and/or undesirable molecules bound to the surface. Considering the importance surfaces play in most applications (i.e., catalysis and polymer processing) it is imperative to better understand how to manipulate the surface of 2D nanomaterials to unlock their full technological potential. Through a focus of the ligand-surface atom bonding in addition to the overall ligand structure we highlight the ability to direct morphological outcomes in lead free halide perovskites, maximize optoelectronic responses in substoichiometric tungsten oxide, and alter physicochemical properties titanium carbide MXenes. The careful control of precursor materials including poly(ethylene glycol) (PEG) surface ligands during the synthesis of bismuth halide perovskites resulted in the formation of 2D quasi-Ruddlesden-Popper phase nanomaterials. Through small angle X-ray scattering (SAXS) and in conjunction with X-ray photoelectron spectroscopy (XPS) we were able to conclude that an in-situ formation of an amino functional group on our PEG-amine ligand was inserted into the perovskite crystal lattice enabling 2D morphology formation. Additionally, through UV-vis absorption and ultraviolet photoelectron spectroscopies we were able to develop a complete electronic band structure of materials containing varying halides (i.e., Cl, Br, and I). Furthermore, through the increased solubility profile of the PEG ligands we observed solvent controlled assemblies of varying mesostructures. We developed an ex-situ ligand treatment to manipulate the localized surface plasmon resonance (LSPR) response of anion vacancy doped tungsten oxide (WO3-x) nanoplatelets (NPLs). Upon ligand treatment to alter the surface passivating ligand from carboxylic acid containing myristic acid (MA) to tetradecylphosphonic acid (TDPA) we observed a >100 nm blue shift in the LSPR response. Using Fourier transform infrared (FTIR) and Raman spectroscopies in conjunction with DFT calculated Raman spectra we were able to conclude this shift was due to the formation of tridentate phosphonate bonds on the NPLs surface. Phosphonate bonding allows for an increase in surface passivation per ligand decreasing surface trapped electrons. These previously trapped electrons were then able to participate as free electrons in the LSPR response. Electron paramagnetic spectroscopy (EPR) further supported this decrease in surface traps through a decrease and shift of the EPR signal related to metal oxide surface trapped electrons. Lastly, using our knowledge of PEG ligands we were able to modify esterification chemistry to covalently attach PEG ligands to a MXene surface. The successful formation of an ester bond between a carboxylic acid containing PEG ligand and hydroxyl terminating group on the MXene surface was supported by FTIR spectroscopy and thermogravimetric analysis. The attachment of PEG resulted in a drastic change in the hydrophilicity of the MXene surface. Where MXenes were previously only processed in extremely polar solvents the PEG attachment allowed for high dispersibility in a wide range of polar and non-polar organic solvents, effectively increasing their processability. Further, this chemistry was modified to include an additional functional group on the PEG ligand to increase the valency of the post-modification MXene nanoflakes. Overall, work presented in this dissertation represents the development and application of surface chemistry to relatively new 2D nanomaterials. We believe our work significantly increases the knowledge of 2D halide perovskite formation, manipulation of LSPR active metal oxide materials, and the future processing of MXene materials.
Fabrication of Lspr-Based Multiplexed and High-Throughput Biosensor Platforms for Cancer and Sars-Cov-2 Diagnosis
(2022-05) Masterson, Adrianna Nichole; Sardar, Rajesh; Long, Eric; Manicke, Nicholas; Naumann, Christoph
Designing and developing a diagnostic technology that is capable of highly sensitive and specific, multiplexed, high-throughput, and quantitative biomarker assays for disease diagnosis and progression is of the upmost importance in modern medicine and patient care. Current diagnostic assays capable of multiplexed and high-throughput analysis include mass spectrometry, electrochemistry, polymerase chain reaction (PCR), and fluorescence-based techniques, however, these techniques suffer from a lack in sensitivity, false responses, or extensive sample processing that are detrimental to clinical diagnostics. To overcome these sensitivity challenges, the field of nanoplasmonics has become utilized when developing diagnostic assays. Plasmonic-based diagnostic tests utilize the unique optical, chemical, and physical property of nanoparticles to increase the sensitivity of the assay. In this dissertation, novel diagnostic platforms that utilize nanoparticles and their localized surface plasmon resonance (LSPR) property will be introduced. LSPR is an optical property in noble metallic nanoparticles that is referred to as the collective oscillation of free electrons upon light irradiation. It is highly dependent on the shape, size, and dielectric constant (refractive index) of the surrounding medium of the nanoparticle and LSPR sensing is based on a change in these properties. In this dissertation, the LSPR property is utilized to fabricate nanoplasmonic-based diagnostic platforms that are capable of multiplexed and high-throughput biomarker assays, with high sensitivity and specificity. The work presented in this dissertation is presented as six chapters, (1) Introduction. (2) Methods, (3) Fabrication of a LSPR-based multiplexed and high-throughput biosensor platform and its application in performing microRNA assays for the diagnosis of bladder cancer. In this chapter, the advancement of single-plex solid state LSPR-based biosensors into a multiplexed and high-throughput diagnostic biosensor platform is reported for the first time. The diagnostic biosensor platform is first fabricated utilizing different gold nanoparticles (spherical nanoparticles, nanorods, and triangular nanoprisms), and then with the gold triangular nanoprisms as the nanoparticle of choice, microRNA assays were performed. The developed biosensor platform is capable of assaying five different types of microRNAs simultaneously at an attomolar limit of detection. Additionally, five microRNA were assayed in 20-bladder cancer patient plasma samples. (4) Development/optimization of the biosensor platform presented in Chapter 3 for the detection of COVID-19 biomarkers. In this chapter, the biosensor platform utilized in Chapter 3 was designed to assay 10 different COVID-19 specific biomarkers from three classes (six viral nucleic acid gene sequences, two spike protein subunits, and two antibodies) with limit of detections in the attomolar range and with high specificity. The high-throughput capability of the biosensor platform was advanced, with the platform performing analysis of a single biomarker in 92 patient samples simultaneously. Additionally, the biomarker platform was utilized to assay all 10 biomarkers in a total of 80 COVID-19 patient samples. (5) Further optimization of the biosensor platform for the development of a highly specific antibody detection test for COVID-19. During the COVID-19 pandemic, knowledge was gained on the specificity of antibodies produced against COVID-19. In this chapter, that knowledge was applied towards the optimization of the biosensor platform presented in Chapter 4 in order to assay SARS-CoV-2 neutralizing antibody IgG. The optimization of the biosensor platform included the size of the gold triangular nanoprisms and the receptor molecule of choice. The biosensor platform assayed this highly specific COVID-19 IgG antibody with a limit of detection as low as 30.0 attomolar with high specificity and no cross reactivity. Additionally, as a proof of concept, the biosensor platform was utilized in a high-throughput format to assay SARS-CoV-2 IgG in a large cohort of 121 COVID-19 patient samples simultaneously. (6) Advancement of the biosensor platform from a 96-well plate to a 384-well plate and its application in assaying microRNA for early diagnosis of pancreatic cancer. In this chapter, the high-throughput capabilities of the biosensor platform presented in Chapters 3-5 was expanded by increasing the sensor amount in one platform from 92 to 359. The 384-well plate biosensor platform was designed, optimized, and utilized to perform microRNA assays for early-stage pancreatic cancer diagnosis. The optimization of the biosensor platform included the manipulation of LSPR-based parameters and the -ssDNA receptor molecule in order to obtain low limit of detections (high sensitivity). Additionally, the biosensor platform assayed two microRNA in a large cohort (n=110) of pancreatic cancer and chronic pancreatitis patient samples.
Base- and Visible Light-Promoted Activation of Aryl Halides under Transition-Metal-Free Conditions: Applications and Mechanistic Studies
(2021-12) Pan, Lei; Laulhé, Sébastien; Long, Eric; O'Donnell, Martin J.; Dai, Mingji
Aromatic rings are universal motifs in natural products, pharmaceuticals, agrochemicals, and wide variety of organic materials. Aromatic halides are widely used as synthetic precursors in all these applications. Therefore, tremendous effort has been devoted to activate aryl halides in the past decades. The common methods to activate aryl halides require the use of transition- metals either in the form of Grignard reagents or through the use of transition-metal catalysis. Over the past decade, photoredox catalysis has attracted significant attention as a cogent tool to develop greener synthetic processes and enable new molecular activation pathways under mild conditions. The most common of these approaches uses a photoredox/nickel dual catalytic cycle. While this technology has greatly expanded the toolbox of organic chemists, this method still requires expensive rare-metal-based catalyts. Herein, we present a series of visible light-induced methods that are transition-metal-free. These new base-promoted transformations and their mechanistic work will be discussed in the following order: We will first present our discovery that the dimsyl anion enables visible-light-promoted charge transfer in cross-coupling reactions of aryl halides. This work was applied to the synthesis of unsymmetrical diaryl chalcogenides. This method has a broad scope and functional group tolerance. An electron-donor-acceptor (EDA) complex between a dimsyl anion and the aryl halide is formed during the reaction and explains the observed aryl radical reactivity observed. Then, a visible-light-induced borylation and phosphorylation of aryl halides under mild conditions was developed. Inspired by the mechanistic breakthroughs observed in the previous work. The mechanism of this reaction also involves an aryl radical that is presumed to be formed also via an EDA complex. In other work, a photo-induced phosphonation of ArI using N,N- diisopropylethylamine (DIPEA) and trialkyl phosphites was developed. This method uses very mild conditions, which allowed the preparation a wide variety of functionalized aromatic phosphonates derivatives, including natural products and medicinal compounds. Finally, a photochemical amination of amides was developed via a C(sp 3 )–H bond functionalization process under visible light irradiation. This reaction showed good functional group compatibility without the use of external radical initiators, strong oxidants, or heat source. An EDA complex between N-bromophthalimide and LiOtBu is formed during the reaction.
Spectroscopic and Thermal Analysis of Explosive and Related Compounds Via Gas Chromatography/Vacuum Ultraviolet Spectroscopy (GC/VUV)
(2021-12) Cruse, Courtney; Goodpaster, John V.; Manicke, Nicholas; Minto, Robert; Laulhé, Sébastien
Analysis of explosives (intact and post-blast) is of interest to the forensic science community to qualitatively identify the explosive(s) in an improvised explosive device (IED). This requires high sensitivity, selectivity, and specificity. Forensic science laboratories typically utilize visual/microscopic exams, spectroscopic analysis (e.g., Fourier Transform Infrared Spectroscopy (FTIR)) and gas chromatography/mass spectrometry (GC/MS) for explosive analysis/identification. However, GC/MS has limitations for explosive analysis due to difficulty differentiating between structural isomers (e.g., 2,4-dinitrotoluene, 2,5-dinitrotoluene and 2,6- dinitrotoluene) and thermally labile compounds (e.g., ethylene glycol dinitrate (EGDN), nitroglycerine (NG) and pentaerythritol tetranitrate (PETN)) due to mass spectra with very similar fragmentation patterns. The development of a benchtop vacuum ultraviolet spectrometer coupled to a gas chromatography (GC/VUV) was developed in 2014 with a wavelength region of 120 nm to 430 nm. GC/VUV can overcome limitations in differentiating explosive compounds that produces similar mass spectra. This work encompasses analysis of explosive compounds via GC/VUV to establish the sensitivity, selectivity, and specificity for the potential application for forensic explosive analysis. Nitrate ester and nitramine explosive compounds thermally decompose in the VUV flow cell resulting in higher specificity due to fine structure in the VUV spectra. These fine structures originate as vibronic and Rydberg transitions in the small decomposition compounds (nitric oxide, carbon monoxide, formaldehyde, water, and oxygen) and were analyzed computationally. The thermal decomposition process was further investigated for the determination of decomposition temperatures for the nitrate ester and nitramine compounds which range between 244 oC and 277 oC. Nitrated compounds were extensively investigated to understand the absorption characteristics of the nitro functional group in the VUV region. The nitro absorption maximum appeared over a wide range (170 - 270 nm) with the wavelength and intensity being highly dependent upon the structure of the rest of the molecule. Finally, the GC/VUV system was optimized for post-blast debris analysis. Parameters optimized include the final temperature of a ramped multimode inlet program (200 oC), GC carrier gas flow rate (1.9 mL/min), and VUV make-up gas pressure (0.00 psi). The transfer line/flow cell temperature was determined not to be statistically significant.
Ion Mobility and Gas-Phase Covalent Labeling Study of the Structure and Reactivity of Gaseous Ubiquitin Ions Electrosprayed from Aqueous and Denaturing Solutions
(2021-12) Carvalho, Veronica Vale; Webb, Ian; Manicke, Nicholas; Laulhé, Sébastien
Gas-phase ion/ion covalent modification was coupled to ion mobility/mass spectrometry analysis to directly correlate the structure of gaseous ubiquitin to its solution structures with selective covalent structural probes. Collision cross-section (CCS) distributions were measured prior to ion/ion reactions to ensure the ubiquitin ions were not unfolded when they were introduced to the gas phase. Ubiquitin ions were electrosprayed from aqueous and methanolic solutions yielding a range of different charge states that were analyzed by ion mobility and time-of-flight mass spectrometry. Aqueous solutions stabilizing the native state of ubiquitin generated folded ubiquitin structures with CCS values consistent with the native state. Denaturing solutions favored several families of unfolded conformations for most of the charge states evaluated. Gas-phase covalent labeling via ion/ion reactions was followed by collision-induced dissociation of the intact, labeled protein to determine which residues were labeled. Ubiquitin 5+ and 6+ electrosprayed from aqueous solutions were covalently modified preferentially at the lysine 29 and arginine 54 residues, indicating that elements of secondary structure, as well as tertiary structure, were maintained in the gas phase. On the other hand, most ubiquitin ions produced in denaturing conditions were labeled at various other lysine residues, likely due to the availability of additional sites following methanol and low pH-induced unfolding. These data support the conservation of ubiquitin structural elements in the gas phase. The research presented here provides the basis for residue-specific characterization of biomolecules in the gas phase.
Quantitation of Anti-Infectious Disease Molecules Utilizing Paper Spray Mass Spectrometry
(2021-08) Skaggs, Christine Lynn; Manicke, Nicholas; Goodpaster, John; Sardar, Rajesh; Naumann, Christoph
Suboptimal dosing of anti-microbial agents increases the likelihood of therapeutic failure and resistance. Dosing optimization, while an attractive approach to combat these issues, is difficult to implement due to the different pharmacokinetics of each individual. These limitations highlight the inadequacies of a “standardized” dosing strategy. Therapeutic drug monitoring (TDM) provides a tailored treatment for individuals while avoiding adverse side effects from compounds with a narrow therapeutic window where elevated concentrations of a drug cause organ toxicity. This strategy involves accurately measuring the concentration of the analyte and interpreting the results based on pharmacokinetic parameters. Clinicians then draw conclusions regarding dose adjustment for their patient. However, TDM is expensive and difficult to perform because measurements occur in biofluids. Rapid and robust methods are necessary to quantify antimicrobial agents at the institutional level to guide patient care toward improved outcomes in serious infection. Paper spray ionization (PS), an emerging ambient ionization technique for clinical settings, demonstrations a wide versatility both in analyte variety and applications. This technique offers a rapid, accurate method to analyze these compounds with low rates of false positives even when multiplexing. The work herein explains the method development of assays for TDM of various antimicrobial agents. Chapters two and three describe ways to improve the quantitative capability of paper spray through substrate pre-treatment, modification, and manipulation of key factors. Chapter four describes real-world applications for paper spray utility in clinical settings with the cross-validation of antifungal agents against a “gold standard” method. The final chapter, while not clinical based, describes the method development process for a LC-MS/MS assay to detect urobilinoids in fly guts.
Electrochemical tape-and-paper-based sensors suitable for oral pH measurements
(2021-08) Cherebin, Oreoluwa; Deiss, Frédérique; Webb, Ian; Laulhé, Sébastien
Low oral pH (<5.5) has been shown to play an important role in dental erosion. The measurement of oral pH can be useful in preventative care, in aiding the dental caregiver in determining the likeliness of future dental cavities. The measurement of oral pH has become a popular area of research in an effort to develop a more quantitative method for the diagnosis of dental caries. We are developing an electrochemical tape-and-paper-based pH sensor for future applications in oral pH measurements. These tape-and-paper-based devices are low-cost, easy to fabricate, sterilizable, disposable and portable. The presence of intrinsic material defects of the painted graphite electrode generates oxo-groups which are electroactive. Some of these electroactive species, such as quinone, are pH-dependent and allow for the measurement of pH using cyclic voltammetry. There is shift in the potential of the redox peaks corresponding to the sensing species that can be correlated with the pH of a sample. We optimized the assay with a conditioning oxidative potential pre-treatment step and an ionic adjuster to carry out the pH measurements. We characterized the devices in different buffer solutions, as well as commercial pH standards and establish calibration curves. The reproducibility of the electrochemical response of the devices was also successfully across multiple devices and users. Their shelf-life was demonstrated to be at least three months. The devices successfully measured the pH of beverage and mouthwash, and different formulations of artificial saliva. Their performance in the presence bacteria and in growth media was assessed. Some complex matrices such as growth media required some additional optimization. Towards this objective we fabricated and tested devices with various formulations of carbon paste for the painted working electrode. These flexible tape-and-paper-based devices are promising sensors for pH measurements in oral samples and potentially even for in vivo and in situ pH measurements.
Advances in Gas Chromatography, Thermolysis, Mass Spectrometry, and Vacuum Ultraviolet Spectrometry
(2021-05) Rael, Ashur; Goodpaster, John V.; Manicke, Nicholas E.; Naumann, Christoph A.; Minto, Robert E.
In the area of forensic chemistry, improved or new analysis methods are continually being investigated. One common and powerful technique used in forensic chemistry is wall-coated open-tubular column (WCOT) gas chromatography with electron ionization single quadrupole mass spectrometry (GC-MS). Improvements to and effectiveness of alternatives to this instrumental platform were explored in an array of parallel inquiries. The areas studied included the column for the chromatographic separation, the universal detection method employed, and the fragmentation method used to enhance molecular identification. Superfine-micropacked capillary (SFµPC) columns may provide an alternative to commercial packed GC columns and WCOT GC columns that combines the benefits of the larger sample capacity of packed columns and the benefits of the excellent separation capabilities and mass spectrometry (MS) flow rate compatibility of WCOT columns. SFµPC columns suffer from high inlet pressure requirements and prior reported work has required specialized instrumentation for their use. Fabrication of and chromatography with SFµPC GC columns was successfully achieved with typical GC-MS instrumentation and within the flow rate limit of a MS. Additionally, the use of higher viscosity carrier gasses was demonstrated to reduce the required inlet pressure for SFµPC GC columns. Recently, a new vacuum ultraviolet spectrometer (VUV) universal detector has been commercialized for GC. The ability of VUV detectors to acquire absorbance spectra from 125 nm to 430 nm poses a potential alternative to MS. As such, GC-VUV provides an exciting potential alternative approach to achieving excellent quantitative and qualitative analysis across a wide range of analytes. The performance of VUV and MS detectors for forensic analysis in terms of quantitative and qualitative analysis was compared. Analysis of alkylbenzenes in ignitable liquids was explored, which can be important evidence from suspected arson fires and are difficult to differentiate with MS. The VUV detector was found to have superior specificity and comparable sensitivity to the MS detector in scan mode. Addition of thermolysis (Th) as an orthogonal fragmentation pathway provides the opportunity to increase the differences between MS fragmentation patterns. Fragmentation has been widely established to aid in identification of molecules with MS by providing characteristic fragments at characteristic relative abundances. However, molecules with very similar structures do not result in sizable spectral differences in all cases with typical MS fragmentation techniques. A series of Th units were fabricated and integrated into GC-Th-MS instruments. Th-MS was conducted with the thermally labile nitrate esters across a range of instrumentation and thermal conditions.
Advances in Gas Chromatography and Vacuum UV Spectroscopy: Applications to Fire Debris Analysis & Drugs of Abuse
(2020-12) Roberson, Zackery Ray; Goodpaster, John V.; Manicke, Nicholas E.; Webb, Ian K.; Laulhé, Sébastien
In forensic chemistry, a quicker and more accurate analysis of a sample is always being pursued. Speedy analyses allow the analyst to provide quick turn-around times and potentially decrease back-logs that are known to be a problem in the field. Accurate analyses are paramount with the futures and lives of the accused potentially on the line. One of the most common methods of analysis in forensic chemistry laboratories is gas chromatography, chosen for the relative speed and efficiency afforded by this method. Two major routes were attempted to further improve on gas chromatography applications in forensic chemistry. The first route was to decrease separation times for analysis of ignitable liquid residues by using micro-bore wall coated open-tubular columns. Micro-bore columns are much shorter and have higher separation efficiencies than the standard columns used in forensic chemistry, allowing for faster analysis times while maintaining the expected peak separation. Typical separation times for fire debris samples are between thirty minutes and one hour, the micro-bore columns were able to achieve equivalent performance in three minutes. The reduction in analysis time was demonstrated by analysis of ignitable liquid residues from simulated fire debris exemplars. The second route looked at a relatively new detector for gas chromatography known as a vacuum ultraviolet (VUV) spectrophotometer. The VUV detector uses traditional UV and far-ultraviolet light to probe the pi and sigma bonds of the gas phase analytes as well as Rydberg traditions to produce spectra that are nearly unique to a compound. Thus far, the only spectra that were not discernable were from enantiomers, otherwise even diastereomers have been differentiated. The specificity attained with the VUV detector has achieved differentiation of compounds that mass spectrometry, the most common detection method for chromatography in forensic chemistry labs, has difficulty distinguishing. This specificity has been demonstrated herein by analyzing various classes of drugs of abuse and applicability to “real world” samples has been demonstrated by analysis of de-identified seized samples.

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