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1.
Mol Cell Proteomics ; 22(6): 100559, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37105363

RESUMEN

The 2nd CASMS conference was held virtually through Gather. Town platform from October 17 to 21, 2022, with a total of 363 registrants including an outstanding and diverse group of scientists at the forefront of their research fields from both academia and industry worldwide, especially in the United States and China. The conference offered a 5-day agenda with an exciting scientific program consisting of two plenary lectures, 14 parallel symposia, and 4 special sessions in which a total of 97 invited speakers presented technological innovations and their applications in proteomics & biological mass spectrometry and metabo-lipidomics & pharmaceutical mass spectrometry. In addition, 18 invited speakers/panelists presented at 3 research-focused and 2 career development workshops. Moreover, 144 posters, 54 lightning talks, 5 sponsored workshops, and 14 exhibitions were presented, from which 20 posters and 8 lightning talks received presentation awards. Furthermore, the conference featured 1 MCP lectureship and 5 young investigator awardees for the first time to highlight outstanding mid-career and early-career rising stars in mass spectrometry from our society. The conference provided a unique scientific platform for young scientists (i.e., graduate students, postdocs and junior faculty/investigators) to present their research, meet with prominent scientists, and learn about career development and job opportunities (http://casms.org).


Asunto(s)
Espectrometría de Masas , Sociedades Científicas , Humanos , China , Preparaciones Farmacéuticas , Proteómica , Estados Unidos
2.
Biomed Chromatogr ; 38(3): e5795, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38071756

RESUMEN

Following the highly successful Chinese American Society for Mass Spectrometry (CASMS) conferences in the previous 2 years, the 3rd CASMS Conference was held virtually on August 28-31, 2023, using the Gather.Town platform to bring together scientists in the MS field. The conference offered a 4-day agenda with a scientific program consisting of two plenary lectures, and 14 parallel symposia in which a total of 70 speakers presented technological innovations and their applications in proteomics and biological MS and metabo-lipidomics and pharmaceutical MS. In addition, 16 invited speakers/panelists presented at two research-focused and three career development workshops. Moreover, 86 posters, 12 lightning talks, 3 sponsored workshops, and 11 exhibitions were presented, from which 9 poster awards and 2 lightning talk awards were selected. Furthermore, the conference featured four young investigator awardees to highlight early-career achievements in MS from our society. The conference provided a unique scientific platform for young scientists (i.e. graduate students, postdocs, and junior faculty/investigators) to present their research, meet with prominent scientists, learn about career development, and job opportunities (http://casms.org).


Asunto(s)
Espectrometría de Masas , Lipidómica , Preparaciones Farmacéuticas , Proteómica , Congresos como Asunto
3.
Xenobiotica ; 52(7): 742-750, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-36217915

RESUMEN

Assessment of compound permeability through a Caco-2 cell monolayer is a well-accepted model to evaluate its in-vivo permeability potential and transporter interaction. While this assay has commonly been conducted using a 24-well assay plate format, a miniaturised 96-well assay format is highly desirable to achieve greater capacity and higher efficiency.Previous attempts to convert this assay from 24-well to 96-well format at our lab, however, had met with varied efflux capacities and unacceptable efflux ratios for digoxin, a substrate of P-glycoprotein (Pgp), which indicated inadequate Pgp transporter expression in the 96-well format.These challenges in converting the assays were attributed to the heterogeneous and unstable nature of the Caco-2 cells. To overcome the challenges, single-cell sorting of Caco-2 cells was conducted by flow cytometry to obtain a more homogeneous and stable cell population. The sorted cells were then seeded to 96-well transwell plates and the Pgp expression under various cell culture conditions was monitored by a LC-MS/MS-based targeted proteomics method.Through cell sorting and direct Pgp expression measurement, Caco-2 cells with adequate and sustained Pgp expression in a 96-well format were obtained, which led to the successful development and implementation of a 96-well Caco-2 assay with significant efficiency gain and faster turnaround time than the historical 24-well assay.


Asunto(s)
Proteómica , Espectrometría de Masas en Tándem , Humanos , Células CACO-2 , Cromatografía Liquida
4.
Anal Chem ; 92(19): 13525-13531, 2020 10 06.
Artículo en Inglés | MEDLINE | ID: mdl-32926623

RESUMEN

Bioanalysis of polar analytes using liquid chromatography-tandem mass spectrometry (LC-MS/MS) remains a significant challenge because of their poor chromatographic retention on the commonly used reversed-phase LC columns and the resulting severe ionization suppression from coeluting matrix components. Here we present a novel approach to perform ultrahigh-throughput and chromatography-free bioanalysis of polar compounds using a prototype acoustic ejection mass spectrometer (AEMS) platform. Previously developed for direct analysis of solid or liquid samples by MS, the open port interface (OPI) has recently been modified and coupled to an acoustic nanoliter dispenser to enable high-speed direct MS analysis from 384-well plates with a reported speed as fast as 0.5 s/sample. Ionization suppression was reduced due to the >1000 fold dilution of the original sample by the carrier solvent in the AE-OPI-MS operation. Taking full advantage of the chromatography-free and suppression-reducing features of this prototype instrument, we successfully demonstrated the ultrahigh-throughput bioanalysis of metformin, a small polar substrate commonly used in high-throughput in vitro transporter inhibition assays in the early ADME profiling space in drug discovery. The AEMS platform achieved a speed of 2.2 s/sample using only 10 nL of sample volume. Similar bioanalytical and biological results from actual assay samples were obtained by AEMS when compared to those obtained by the fastest LC-MS/MS method previously reported, along with a 15-fold speed advantage and ∼500-fold less sample consumption to enable future assay miniaturization. The general applicability of this novel approach to bioanalysis of several classes of polar analytes including ethambutol, isoniazid, ephedrine, and gemcitabine in biological matrices was further demonstrated.


Asunto(s)
Acústica , Desoxicitidina/análogos & derivados , Efedrina/análisis , Etambutol/análisis , Ensayos Analíticos de Alto Rendimiento , Isoniazida/análisis , Desoxicitidina/análisis , Células HEK293 , Humanos , Espectrometría de Masas , Gemcitabina
6.
Rapid Commun Mass Spectrom ; 30(15): 1787-96, 2016 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-27426455

RESUMEN

RATIONALE: It is well known that the organic anion transporting polypeptide 1B1 (OATP1B1) plays a major role in the hepatic uptake of a range of drugs. To this end, it is pivotal that the potential for new molecular entities (NMEs) to inhibit OATP1B1 activity be assessed during early drug discovery. The work reported herein describes the development of a high-throughput analytical method to measure the clinically relevant probe substrate, pitavastatin, for the in vitro assessment of OATP1B1 inhibition. METHODS: Development of an analytical method capable of very fast throughput was crucial for the success of this assay and was accomplished using a system which combines direct, on-line solid-phase extraction (SPE) with highly sensitive, label-free tandem mass spectrometry (MS/MS)-based detection. Mass spectrometry analysis of pitavastatin, along with the stable isotopically labeled internal standard d5-pitavastatin, was conducted using positive electrospray ionization (ESI) in selected reaction monitoring (SRM) mode. RESULTS: The on-line SPE-MS/MS platform demonstrated similar sensitivity, selectivity, reproducibility, linearity and robustness to existing methodologies while achieving analytical cycle times of 10.4 seconds per well. Sensitivity exceeded what was necessary for our assay conditions, with a determined lower limit of quantification (LLOQ) for pitavastatin of 10 pM (picomolar) in assay matrix. Furthermore, the potency of multiple reference compounds was shown to be within 2-fold of IC50 values generated from liquid chromatography (LC)/MS/MS-based literature values. CONCLUSIONS: A very fast and robust analytical method was successfully developed for the measurement of the clinically relevant OATP1B1 substrate, pitavastatin. The successful development and implementation of this very important early liability screen has helped to facilitate judicious lead candidate progression and will ultimately help build a greater understanding of OATP1B1-NME interactions, in general. Copyright © 2016 John Wiley & Sons, Ltd.


Asunto(s)
Cromatografía Liquida , Descubrimiento de Drogas , Transportador 1 de Anión Orgánico Específico del Hígado/efectos de los fármacos , Espectrometría de Masas en Tándem , Humanos , Reproducibilidad de los Resultados , Extracción en Fase Sólida
7.
J Am Soc Mass Spectrom ; 35(1): 131-139, 2024 Jan 03.
Artículo en Inglés | MEDLINE | ID: mdl-38014625

RESUMEN

Multiple Reaction Monitoring (MRM) is an important MS/MS technique commonly used in drug discovery and development, allowing for the selective and sensitive quantification of compounds in complex matrices. However, compound optimization can be resource intensive and requires experimental determination of product ions for each compound. In this study, we developed a Learning-to-Rank (LTR) model to predict the product ions directly from compound structures, eliminating the requirement for MRM optimization experiments. Experimentally determined MRM conditions for 5757 compounds were used to develop the model. Using the MassChemSite software, theoretical fragments and their mass-to-charge ratios were generated, which were then matched to the experimental product ions to create a data set. Each possible fragment was ranked based on its intensity in the experimental data. Different LTR models were built on a training split. Hyperparameter selection was performed using 5-fold cross validation. The models were evaluated using the Normalized Discounted Cumulative Gain at top k (NDCG@k) and the Coverage at top k (Coverage@k) metrics. Finally, the model was applied to predict MRM conditions for a prospective set of 235 compounds in high-throughput Caco-2 permeability and metabolic stability assays, and quantification results were compared to those obtained with experimentally acquired MRM conditions. The LTR model achieved a NDCG@5 of 0.732 and Coverage@5 of 0.841 on the validation split, and its predictions led to 97% of biologically equivalent results in the Caco-2 permeability and metabolic stability assays.


Asunto(s)
Descubrimiento de Drogas , Espectrometría de Masas en Tándem , Humanos , Espectrometría de Masas en Tándem/métodos , Células CACO-2 , Estudios Prospectivos , Iones/química
8.
Drug Metab Dispos ; 41(4): 827-35, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23382458

RESUMEN

The studies reported here were conducted to investigate the transport characteristics of apixaban (1-(4-methoxyphenyl)-7-oxo-6-(4-(2-oxopiperidin-1-yl)phenyl)-4,5,6,7-tetrahydro-1H-pyrazolo[3,4-c]pyridine-3-carboxamide) and to understand the impact of transporters on apixaban distribution and disposition. In human permeability glycoprotein (P-gp)- and breast cancer resistance protein (BCRP)-cDNA-transfected cell monolayers as well as Caco-2 cell monolayers, the apparent efflux ratio of basolateral-to-apical (PcB-A) versus apical-to-basolateral permeability (PcA-B) of apixaban was >10. The P-gp- and BCRP-facilitated transport of apixaban was concentration- and time-dependent and did not show saturation over a wide range of concentrations (1-100 µM). The efflux transport of apixaban was also demonstrated by the lower mucosal-to-serosal permeability than that of the serosal-to-mucosal direction in isolated rat jejunum segments. Apixaban did not inhibit digoxin transport in Caco-2 cells. Ketoconazole decreased the P-gp-mediated apixaban efflux in Caco-2 and the P-gp-cDNA-transfected cell monolayers, but did not affect the apixaban efflux to a meaningful extent in the BCRP-cDNA-transfected cell monolayers. Coincubation of a P-gp inhibitor (ketoconazole or cyclosporin A) and a BCRP inhibitor (Ko134) provided more complete inhibition of apixaban efflux in Caco-2 cells than separate inhibition by individual inhibitors. Naproxen inhibited apixaban efflux in Caco-2 cells but showed only a minimal effect on apixaban transport in the BCRP-transfected cells. Naproxen was the first nonsteroidal antiinflammatory drug that was demonstrated as a weak P-gp inhibitor. These results demonstrate that apixaban is a substrate for efflux transporters P-gp and BCRP, which can help explain its low brain penetration, and low fetal exposures and high milk excretion in rats.


Asunto(s)
Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Transportadoras de Casetes de Unión a ATP/metabolismo , Fibrinolíticos/farmacocinética , Proteínas de Neoplasias/metabolismo , Pirazoles/farmacocinética , Piridonas/farmacocinética , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/antagonistas & inhibidores , Transportador de Casetes de Unión a ATP, Subfamilia G, Miembro 2 , Transportadoras de Casetes de Unión a ATP/antagonistas & inhibidores , Adenosina/análogos & derivados , Adenosina/farmacología , Animales , Transporte Biológico/efectos de los fármacos , Células CACO-2/metabolismo , Línea Celular Transformada , Permeabilidad de la Membrana Celular/efectos de los fármacos , Ciclosporina/farmacología , Digoxina/farmacocinética , Dicetopiperazinas , Relación Dosis-Respuesta a Droga , Interacciones Farmacológicas , Compuestos Heterocíclicos de 4 o más Anillos , Humanos , Cetoconazol/farmacología , Masculino , Naproxeno/farmacología , Proteínas de Neoplasias/antagonistas & inhibidores , Ratas
9.
Rapid Commun Mass Spectrom ; 27(7): 731-7, 2013 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-23495019

RESUMEN

RATIONALE: Multiplexed liquid chromatography (LC) coupled with multiple-injection-chromatogram acquisition has emerged as the method of choice for high-speed discovery bioanalysis, because it significantly reduces injection-to-injection cycle time while maintaining the chromatography quality. Historically, systems utilizing this approach had been custom built, and therefore relied on custom software tools to communicate with multiple vendor software for system control, which lacked transferability, flexibility and robustness. METHODS: In this study, we refined a multiplexed bioanalytical system previously reported, by implementing open-deck auto-sampler manifold and multiple-injection-chromatogram acquisition, all on a commercially available system with single software control. RESULTS: As a result of these improvements, the developed LC/tandem mass spectrometry (MS/MS) method on the system was nearly three times faster than the previous method, while demonstrating comparable analytical accuracy, precision and robustness. This system has been evaluated for in vitro ADME screening assays including metabolic stability, CYP inhibition and Caco-2. The biological data generated on the developed system displayed good correlation with those from the previous LC/MS/MS approaches. CONCLUSIONS: The developed platform demonstrated applicability to the in vitro screening assays evaluated and has been successfully implemented to support the high-throughput metabolic stability assay, with a significantly improved bioanalytical throughput, capacity and data turnaround.


Asunto(s)
Cromatografía Liquida/métodos , Descubrimiento de Drogas/métodos , Programas Informáticos , Espectrometría de Masas en Tándem/métodos , Animales , Células CACO-2 , Cromatografía Liquida/instrumentación , Citocromo P-450 CYP3A/análisis , Citocromo P-450 CYP3A/metabolismo , Humanos , Modelos Lineales , Ratones , Modelos Químicos , Propranolol/análisis , Propranolol/química , Ratas , Reproducibilidad de los Resultados
10.
Rapid Commun Mass Spectrom ; 25(9): 1231-40, 2011 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-21488121

RESUMEN

The evaluation of interactions between drug candidates and transporters such as P-glycoprotein (P-gp) has gained considerable interest in drug discovery and development. Inhibition of P-gp can be assessed by performing bi-directional permeability studies with in vitro P-gp-expressing cellular model systems such as Caco-2 (human colon carcinoma) cells, using digoxin as a substrate probe. Existing methodologies include either assaying (3)H-digoxin with liquid scintillation counting (LSC) detection or assaying non-labeled digoxin with liquid chromatography-tandem mass spectrometric (LC-MS/MS) analysis at a speed of several minutes per sample. However, it is not feasible to achieve a throughput high enough using these approaches to sustain an early liability screen that generates more than a thousand samples on a daily basis. To address this challenge, we developed an ultrafast (9 s per sample) bioanalytical method for digoxin analysis using RapidFire™, an on-line solid-phase extraction (SPE) system, with MS/MS detection. A stable isotope labeled analog, d3-digoxin, was used as internal standard to minimize potential ionization matrix effect during the RF-MS/MS analysis. The RF-MS/MS method was more than 16 times faster than the LC-MS/MS method but demonstrated similar sensitivity, selectivity, reproducibility, linearity and robustness. P-gp inhibition results of multiple validation compounds obtained with this RF-MS/MS method were in agreement with those generated by both the LC-MS/MS method and the (3)H-radiolabel assay. This method has been successfully deployed to assess P-gp inhibition potential as an important early liability screen for drug-transporter interaction.


Asunto(s)
Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/antagonistas & inhibidores , Cromatografía Liquida/métodos , Digoxina/análisis , Ensayos Analíticos de Alto Rendimiento/métodos , Espectrometría de Masas en Tándem/métodos , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Células CACO-2 , Ciclosporina/química , Ciclosporina/farmacología , Digoxina/química , Digoxina/metabolismo , Descubrimiento de Drogas/métodos , Descubrimiento de Drogas/normas , Humanos , Modelos Lineales , Modelos Biológicos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Extracción en Fase Sólida , Tritio
11.
Bioorg Med Chem Lett ; 21(22): 6693-8, 2011 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-21983444

RESUMEN

Derived from the HTS hit 1, a series of hydroxyisoquinolines was discovered as potent and selective 11ß-HSD1 inhibitors with good cross species activity. Optimization of substituents at the 1 and 4 positions of the isoquinoline group in addition to the core modifications, with a special focus on enhancing metabolic stability and aqueous solubility, resulted in the identification of several compounds as potent advanced leads.


Asunto(s)
11-beta-Hidroxiesteroide Deshidrogenasa de Tipo 1/antagonistas & inhibidores , 11-beta-Hidroxiesteroide Deshidrogenasa de Tipo 1/metabolismo , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Isoquinolinas/química , Isoquinolinas/farmacología , Animales , Línea Celular , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Inhibidores Enzimáticos/farmacocinética , Humanos , Isoquinolinas/farmacocinética , Ratones , Ratones Endogámicos BALB C , Relación Estructura-Actividad
12.
J Pharm Biomed Anal ; 194: 113765, 2021 Feb 05.
Artículo en Inglés | MEDLINE | ID: mdl-33272788

RESUMEN

Protein binding determination for highly-bound compounds using equilibrium dialysis remains a challenge in drug discovery. The reasons are mainly three-fold; 1. due to their slow diffusion rate, highly-bound compounds require a much longer incubation time to reach dialysis equilibrium than typically needed; 2. highly-bound compounds are often hydrophobic and prone to non-specific binding in dialysis; 3. free drug concentration in the post incubation dialysate is too low for reliable analytical quantification. Modified equilibrium dialysis approaches include using diluted plasma for dialysis, or pre-saturating the non-specific binding sites in the dialysis device with compounds of interest prior to dialysis. In this study, we developed a customized equilibrium dialysis assay with an extended incubation time of 24 h, followed by microflow (µF) LC-MS/MS for bioanalysis, for direct and definitive free fraction determination of highly protein-bound compounds. The extended incubation time ensured the dialysis to reach equilibrium and saturating the non-specific binding sites, while µFLC-MS/MS provided far better sensitivity than the conventional LC-MS/MS typically used for post incubation bioanalysis. For a group of commercially available, highly protein-bound compounds, the free fraction data generated by the developed assay correlated very well with the literature values generated with diluted plasma method or pre-saturation method. This novel assay approach has been successfully used to generate protein binding results for highly-bound compounds to support ongoing drug discovery research.


Asunto(s)
Diálisis Renal , Espectrometría de Masas en Tándem , Proteínas Sanguíneas/metabolismo , Cromatografía Liquida , Diálisis , Plasma/metabolismo , Unión Proteica
13.
SLAS Technol ; 26(2): 178-188, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33196338

RESUMEN

High-throughput analysis of compound dissolved in DMSO and arrayed in multiwell plates for quality control (QC) purposes has widespread utility in drug discovery, ranging from the QC of assay-ready plates dispatched by compound management, to compound integrity check in the screening collection, to reaction monitoring of chemical syntheses in microtiter plates. Due to the large number of samples (thousands per batch) involved, these workflows can put a significant burden on the liquid chromatography-mass spectrometry (LC-MS) platform typically used. To achieve the required speed of seconds per sample, several chromatography-free MS approaches have previously been used with mixed results. In this study, we demonstrated the feasibility of acoustic ejection-mass spectrometry (AE-MS) in full-scan mode for high-throughput compound QC in miniaturized formats, featuring direct, contactless liquid sampling, minimal sample consumption, and ultrafast analytical speed. The sample consumption and analysis time by AE-MS represent, respectively, a 1000-fold and 30-fold reduction compared with LC-MS. In qualitative QC, AE-MS generated comparable results to conventional LC-MS in identifying the presence and absence of expected compounds. AE-MS also demonstrated its utility in relative quantifications of the same compound in serial dilution plates, or substrate in chemical synthesis. To facilitate the processing of a large amount of data generated by AE-MS, we have developed a data processing platform using commercially available tools. The platform demonstrated fast and straightforward data extraction, reviewing, and reporting, thus eliminating the need for the development of custom data processing tools. The overall AE-MS workflow has effectively eliminated the analytical bottleneck in the high-throughput compound QC work stream.


Asunto(s)
Acústica , Cromatografía Liquida , Espectrometría de Masas , Control de Calidad , Flujo de Trabajo
14.
SLAS Discov ; 26(2): 242-247, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-32400264

RESUMEN

Hits from high-throughput screening (HTS) assays are typically evaluated using cheminformatics and/or empirical approaches before a decision for follow-up (activity confirmation and/or sample resynthesis) is made. However, the compound integrity (i.e., identity and purity) of these hits often remains largely unknown at this stage, since many compounds in the screening collection could undergo various changes such as degradation, polymerization, and precipitation during storage over time. When compound integrity is actually assessed for HTS hits postassay to address this issue, the process often increases the overall cycle time by weeks due to the reacquisition of the samples and the lengthy liquid chromatography-ultraviolet/mass spectrometric analysis time. Here we present a novel approach where compound integrity data are collected concurrently with the concentration-response curve (CRC) stage of HTS, with both assays occurring either in parallel on two distributions from the same liquid sample or serially using the original source liquid sample. The rapid generation of compound integrity data has been enabled by a high-speed ultra-high-pressure liquid chromatography-ultraviolet/mass spectrometric platform capable of analyzing ~2000 samples per instrument per week. From this parallel approach, both compound integrity and CRC potency results for screening hits become available to medicinal chemists at the same time, which has greatly enhanced the decision-making process for hit follow-up and progression. In addition, the compound integrity results from recent hits provide a real-time and representative "snapshot" of the sample integrity of the entire compound collection, and the data can be used for in-depth analyses of the screening collection.


Asunto(s)
Descubrimiento de Drogas/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Cromatografía Liquida , Espectrometría de Masas , Bibliotecas de Moléculas Pequeñas
15.
Rapid Commun Mass Spectrom ; 24(24): 3593-601, 2010 Dec 30.
Artículo en Inglés | MEDLINE | ID: mdl-21080511

RESUMEN

Quantification of small molecules using liquid chromatography/tandem mass spectrometry (LC/MS/MS) on a triple quadrupole mass spectrometer has become a common practice in bioanalytical support of in vitro adsorption, distribution, metabolism and excretion (ADME) screening. The bioanalysis process involves primarily three indispensable steps: MS/MS optimization for a large number of new chemical compounds undergoing various screening assays in early drug discovery, high-throughput sample analysis with LC/MS/MS for those chemically diverse compounds using the optimized MS/MS conditions, and post-acquisition data review and reporting. To improve overall efficiency of ADME bioanalysis, an integrated system was proposed featuring an automated and unattended MS/MS optimization, a staggered parallel LC/MS/MS for high-throughput sample analysis, and a sophisticated software tool for LC/MS/MS raw data review as well as biological data calculation and reporting. The integrated platform has been used in bioanalytical support of a serum protein binding screening assay with high speed, high capacity, and good robustness. In this new platform, a unique sample dilution scheme was also introduced. With this dilution design, the total number of analytical samples was reduced; therefore, the total operation time was reduced and the overall throughput was further improved. The performance of the protein binding screening assay was monitored with two controls representing high and low binding properties and an acceptable inter-assay consistency was achieved. This platform has been successfully used for the determination of serum protein binding in multiple species for more than 4000 compounds.


Asunto(s)
Proteínas Sanguíneas/metabolismo , Descubrimiento de Drogas/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Animales , Proteínas Sanguíneas/química , Cromatografía Liquida , Perros , Humanos , Modelos Lineales , Macaca fascicularis , Masculino , Ratones , Farmacocinética , Unión Proteica , Ratas , Reproducibilidad de los Resultados , Integración de Sistemas , Espectrometría de Masas en Tándem
16.
J Pharm Anal ; 10(3): 201-208, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32612866

RESUMEN

During the last decade high-throughput in vitro absorption, distribution, metabolism and excretion (HT-ADME) screening has become an essential part of any drug discovery effort of synthetic molecules. The conduct of HT-ADME screening has been "industrialized" due to the extensive development of software and automation tools in cell culture, assay incubation, sample analysis and data analysis. The HT-ADME assay portfolio continues to expand in emerging areas such as drug-transporter interactions, early soft spot identification, and ADME screening of peptide drug candidates. Additionally, thanks to the very large and high-quality HT-ADME data sets available in many biopharma companies, in silico prediction of ADME properties using machine learning has also gained much momentum in recent years. In this review, we discuss the current state-of-the-art practices in HT-ADME screening including assay portfolio, assay automation, sample analysis, data processing, and prediction model building. In addition, we also offer perspectives in future development of this exciting field.

17.
Rapid Commun Mass Spectrom ; 23(11): 1579-91, 2009 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-19399765

RESUMEN

Liquid chromatography/tandem mass spectrometry (LC/MS/MS) is the bioanalytical method of choice to support plate-based, in vitro early ADME (Absorption, Distribution, Metabolism and Excretion) screens such as metabolic stability (Metstab) assessment. MS/MS method optimization has historically been the bottleneck in this environment, where samples from thousands of discrete compounds are analyzed on a monthly basis, mainly due to the lack of a high-quality commercially available platform to handle the necessary MS/MS method optimization steps for sample analysis by selected reaction monitoring (SRM) on triple quadrupole mass spectrometers. To address this challenge, we recently developed a highly automated bioanalytical platform by successfully integrating QuickQuan 2.0, a unique high-throughput solution featuring MS/MS method optimization by automated infusion, with a customized in-house software tool in support of a Metstab screen. In this platform, a dual-column setup running parallel chromatography was also implemented to reduce the bioanalytical cycle time for LC/MS/MS sample analysis. A set of 45 validation compounds was used to demonstrate the speed, quality and reproducibility of MS/MS method optimization, sample analysis, and data processing using this automated platform. Metstab results for the validation compounds in microsomes from multiple species (human, rat, mouse) showed good consistency within each batch, and also between batches conducted on different days. We have achieved and maintained a monthly throughput of 1300 compound assays representing 500 discrete compounds per instrument per month on this platform, and it has been used to generate metabolic stability data for more than 25 000 compounds to date with an overall success rate of more than 95%.


Asunto(s)
Microsomas/metabolismo , Espectrometría de Masas en Tándem/métodos , Animales , Automatización , Sistema Enzimático del Citocromo P-450/metabolismo , Humanos , Ratones , Ratas , Programas Informáticos
18.
Bioanalysis ; 11(11): 1117-1127, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31251100

RESUMEN

Aim: The sensitivity advantage of microflow LC (µFLC)-MS/MS is potentially impactful for challenging compounds not detectable by conventional flow LC-MS/MS in drug discovery bioanalysis. Relatively new to µFLC technology, discovery bioanalytical scientists would benefit from an effective strategy for method development and optimization. Results: A systematic µFLC-MS/MS method optimization approach was developed in this study. With optimized conditions, µFLC-MS/MS demonstrated an improved sensitivity compared with conventional LC-MS/MS analysis, ranging from 6× to 49× (by peak area) depending on the compounds, with acceptable analytical performance and robustness. The optimized conditions demonstrated universal applicability to various compounds of diverse properties. Conclusion: The systematic method optimization strategy, and the general applicability of the optimized conditions could facilitate the routine utilization of µFLC in quantitative discovery bioanalysis.


Asunto(s)
Cromatografía Liquida/normas , Descubrimiento de Drogas , Péptidos/análisis , Espectrometría de Masas en Tándem/normas , Cromatografía Liquida/métodos , Espectrometría de Masas en Tándem/métodos
19.
SLAS Discov ; 24(7): 738-744, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31076010

RESUMEN

The Caco-2 permeability assay is a well-accepted in vitro model to evaluate compounds' potential for oral absorption at early discovery. However, for many lipophilic compounds, no meaningful Caco-2 data could be generated due to their low solubility in assay buffer and/or poor recovery from the assay. In our previous study, we reported an organic catch approach to improve compound recovery. To further reduce compound loss and increase solubility in aqueous buffer, we explored the addition of bovine serum albumin (BSA). However, in contrast to the commonly used BSA level at 4%, a lower level of BSA was selected in an effort to minimize the potential risk of missing the identification of efflux substrates, and to avoid the extensive sample cleanup needed for 4% BSA. Through a systematic evaluation, it was found that 0.5% BSA was effective in enhancing compound solubility and reducing nonspecific binding, which allowed reliable assessment of the permeability and efflux potential for lipophilic compounds. Also, with an optimized sample handling process, no extra sample cleanup was required before liquid chromatography-mass spectrometry (LC-MS) analysis. The implementation of this assay has enabled accurate permeability assessment for compounds that had poor solubility and/or poor mass balance under the non-BSA assay conditions.


Asunto(s)
Permeabilidad de la Membrana Celular , Descubrimiento de Drogas/métodos , Ensayos Analíticos de Alto Rendimiento , Albúmina Sérica Bovina/metabolismo , Adsorción , Animales , Células CACO-2 , Bovinos , Permeabilidad de la Membrana Celular/efectos de los fármacos , Cromatografía Liquida , Humanos , Espectrometría de Masas , Solubilidad
20.
J Pharm Biomed Anal ; 43(1): 277-84, 2007 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-16887315

RESUMEN

A new analytical method is described here for the quantitation of anti-inflammatory drug cyclosporin A (CyA) in monkey and rat plasma. The method used tetrahydrofuran (THF)-water mobile phases to elute the analyte and internal standard, cyclosporin C (CyC). The gradient mobile phase program successfully eluted CyA into a sharp peak and therefore improved resolution between the analyte and possible interfering materials compared with previously reported analytical approaches, where CyA was eluted as a broad peak due to the rapid conversion between different conformers. The sharp peak resulted from this method facilitated the quantitative calculation as multiple smoothing and large number of bunching factors were not necessary. The chromatography in the new method was performed at 30 degrees C instead of 65-70 degrees C as reported previously. Other advantages of the method included simple and fast sample extraction-protein precipitation, direct injection of the extraction supernatant to column for analysis, and elimination of evaporation and reconstitution steps, which were needed in solid phase extraction or liquid-liquid extraction reported before. This method is amenable to high-throughput analysis with a total chromatographic run time of 3 min. This approach has been verified as sensitive, linear (0.977-4000 ng/mL), accurate and precise for the quantitation of CyA in monkey and rat plasma. However, compared with the usage of conventional mobile phases, the only drawback of this approach was the reduced detection response from the mass spectrometer that was possibly caused by poor desolvation in the ionization source. This is the first report to demonstrate the advantages of using THF-water mobile phases to elute CyA in liquid chromatography.


Asunto(s)
Ciclosporina/sangre , Inmunosupresores/sangre , Animales , Área Bajo la Curva , Calibración , Cromatografía Liquida , Ciclosporina/farmacocinética , Relación Dosis-Respuesta a Droga , Furanos , Inmunosupresores/farmacocinética , Macaca fascicularis , Masculino , Espectrometría de Masas , Control de Calidad , Ratas , Estándares de Referencia , Reproducibilidad de los Resultados , Agua
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