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1.
iScience ; 26(2): 105948, 2023 Feb 17.
Article in English | MEDLINE | ID: mdl-36756375

ABSTRACT

Sepsis is a life-threatening condition caused by a dysregulated host response to infection. Despite continued efforts to understand the pathophysiology of sepsis, no effective therapies are currently available. While singular components of the aberrant immune response have been investigated, comprehensive studies linking different data layers are lacking. Using an integrated systems immunology approach, we evaluated neutrophil phenotypes and concomitant changes in cytokines and metabolites in patients with sepsis. Our findings identify differentially expressed mature and immature neutrophil subsets in patients with sepsis. These subsets correlate with various proteins, metabolites, and lipids, including pentraxin-3, angiopoietin-2, and lysophosphatidylcholines, in patients with sepsis. These results enabled the construction of a statistical model based on weighted multi-omics linear regression analysis for sepsis biomarker identification. These findings could help inform early patient stratification and treatment options, and facilitate further mechanistic studies targeting the trifecta of surface marker expression, cytokines, and metabolites.

2.
Anal Chim Acta ; 1233: 340490, 2022 Nov 15.
Article in English | MEDLINE | ID: mdl-36283780

ABSTRACT

Glucuronidation is a common phase II metabolic process for drugs and xenobiotics which increases their solubility for excretion. Acyl glucuronides (glucuronides of carboxylic acids) present concerns as they have been implicated in gastrointestinal toxicity and hepatic failure. Despite the substantial success in the bulk analysis of these species, previous attempts using traditional mass spectrometry imaging (MSI) techniques have completely or partially failed and therefore little is known about their localization in tissues. Herein, we use nanospray desorption electrospray ionization mass spectrometry imaging (nano-DESI MSI), an ambient liquid extraction-based ionization technique, as a viable alternative to other MSI techniques to examine the localization of diclofenac, a widely used nonsteroidal anti-inflammatory drug, and its metabolites in mouse kidney and liver tissues. MSI data acquired over a broad m/z range showed low signals of the drug and its metabolites resulting from the low ionization efficiency and substantial signal suppression on the tissue. Significant improvements in the signal-to-noise were obtained using selected ion monitoring (SIM) with m/z windows centered around the low-abundance ions of interest. Using nano-DESI MSI in SIM mode, we observed that diclofenac acyl glucuronide and hydroxydiclofenac are localized to the inner medulla and cortex of the kidney, respectively, which is consistent with the previously reported localization of enzymes that process diclofenac into its respective metabolites. In contrast, a uniform distribution of diclofenac and its metabolites was observed in the liver tissue. Concentration ratios of diclofenac and hydroxydiclofenac calculated from nano-DESI MSI data are generally in agreement to those obtained using liquid chromatography tandem mass spectrometry (LC-MS/MS) analysis. Collectively, our results demonstrate that nano-DESI MSI can be successfully used to image diclofenac and its primary metabolites and derive relative quantitative data from different tissue regions. Our approach will enable a better understanding of metabolic processes associated with diclofenac and other drugs that are difficult to analyze using commercially available MSI platforms.


Subject(s)
Diclofenac , Spectrometry, Mass, Electrospray Ionization , Animals , Mice , Spectrometry, Mass, Electrospray Ionization/methods , Chromatography, Liquid , Tandem Mass Spectrometry , Ions , Anti-Inflammatory Agents
3.
Bioanalysis ; 8(7): 649-59, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26977979

ABSTRACT

AIM: Reduce animal usage for discovery-stage PK studies for biologics programs using microsampling-based approaches and microscale LC-MS. METHODS & RESULTS: We report the development of an automated DBS-based serial microsampling approach for studying the PK of therapeutic proteins in mice. Automated sample preparation and microflow LC-MS were used to enable assay miniaturization and improve overall assay throughput. Serial sampling of mice was possible over the full 21-day study period with the first six time points over 24 h being collected using automated DBS sample collection. Overall, this approach demonstrated comparable data to a previous study using single mice per time point liquid samples while reducing animal and compound requirements by 14-fold. CONCLUSION: Reduction in animals and drug material is enabled by the use of automated serial DBS microsampling for mice studies in discovery-stage studies of protein therapeutics.


Subject(s)
Proteins/analysis , Amino Acid Sequence , Animals , Antibodies, Monoclonal/analysis , Antibodies, Monoclonal/pharmacokinetics , Automation , Blood Specimen Collection , Chromatography, High Pressure Liquid , Dried Blood Spot Testing , Half-Life , Male , Mice , Mice, Inbred C57BL , Miniaturization , Molecular Sequence Data , Proteins/pharmacokinetics , Tandem Mass Spectrometry
4.
Article in English | MEDLINE | ID: mdl-15734150

ABSTRACT

Liquid formulations of monoclonal antibodies (MAbs) typically undergo fragmentation near the papain cleavage site in the hinge region, resulting in Fab and Fab+Fc forms. The purpose of this study was to investigate whether this fragmentation is due to proteases. Four closely-related MAbs were exchanged into a pH 5.2 acetate buffer with NaCl and stored at -20 degrees C, 5 degrees C, 30 degrees C, or 40 degrees C for 1 month. Fragmentation generated size-exclusion chromatography (SEC) peak fractions that were analyzed by electrospray mass spectrometry to identify the cleavage sites. The effects of protein inhibitors or host cell proteins on fragmentation were also studied. The extent of fragmentation was equivalent for all four antibodies, occurring in the heavy chain hinge region Ser-Cys-Asp-Lys-Thr-His-Thr sequence. The fragment due to cleavage of the Asp-Lys bond showed two forms that differ by 18 Da. A synthetic peptide with the hinge region sequence terminating with Asp did not show fragmentation or the loss of 18 Da after incubation. Protease inhibitors did not affect rates of cleavage or modify sites of fragmentation. Degradation was not affected by host cell protein content. Fragmentation appears to be a kinetic process that is not caused by low levels of host cell proteases.


Subject(s)
Antibodies, Monoclonal/chemistry , Immunoglobulin Fragments/chemistry , Amino Acid Sequence , Chromatography, Gel , Drug Stability , Humans , Immunoglobulin Fab Fragments/chemistry , Immunoglobulin Fc Fragments/chemistry , Immunoglobulin Fragments/isolation & purification , Kinetics , Protease Inhibitors/pharmacology , Temperature
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