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1.
Nucleic Acids Res ; 51(9): 4572-4587, 2023 05 22.
Artículo en Inglés | MEDLINE | ID: mdl-36987847

RESUMEN

RNA-binding proteins (RPBs) are deeply involved in fundamental cellular processes in bacteria and are vital for their survival. Despite this, few studies have so far been dedicated to direct and global identification of bacterial RBPs. We have adapted the RNA interactome capture (RIC) technique, originally developed for eukaryotic systems, to globally identify RBPs in bacteria. RIC takes advantage of the base pairing potential of poly(A) tails to pull-down RNA-protein complexes. Overexpressing poly(A) polymerase I in Escherichia coli drastically increased transcriptome-wide RNA polyadenylation, enabling pull-down of crosslinked RNA-protein complexes using immobilized oligo(dT) as bait. With this approach, we identified 169 putative RBPs, roughly half of which are already annotated as RNA-binding. We experimentally verified the RNA-binding ability of a number of uncharacterized RBPs, including YhgF, which is exceptionally well conserved not only in bacteria, but also in archaea and eukaryotes. We identified YhgF RNA targets in vivo using CLIP-seq, verified specific binding in vitro, and reveal a putative role for YhgF in regulation of gene expression. Our findings present a simple and robust strategy for RBP identification in bacteria, provide a resource of new bacterial RBPs, and lay the foundation for further studies of the highly conserved RBP YhgF.


Asunto(s)
Proteínas de Escherichia coli , Escherichia coli , ARN Bacteriano , Proteínas de Unión al ARN , Secuenciación de Inmunoprecipitación de Cromatina , Escherichia coli/genética , Escherichia coli/metabolismo , Eucariontes , Proteínas de Unión al ARN/análisis , Proteínas de Unión al ARN/metabolismo , Transcriptoma , ARN Bacteriano/genética , ARN Bacteriano/metabolismo , Proteínas de Escherichia coli/análisis , Proteínas de Escherichia coli/metabolismo , Polinucleotido Adenililtransferasa/metabolismo , Poliadenilación , Unión Proteica
2.
J Proteome Res ; 22(4): 1377-1380, 2023 04 07.
Artículo en Inglés | MEDLINE | ID: mdl-36866861

RESUMEN

We have used household consumables to facilitate electrochemical etching of stainless-steel hypodermic tubing to produce tapered-tip emitters suitable for electrospray ionization for use in mass spectrometry. The process involves the use of 1% oxalic acid and a 5 W USB power adapter, commonly known as a phone charger. Further, our method avoids the otherwise commonly used strong acids that entail chemical hazards: concentrated HNO3 for etching stainless steel, or concentrated HF for etching fused silica. Hence, we here provide a convenient and self-inhibiting procedure with minimal chemical hazards to manufacture tapered-tip stainless-steel emitters. We show its performance in metabolomic analysis with CE-MS of a tissue homogenate where the metabolites acetylcarnitine, arginine, carnitine, creatine, homocarnosine, and valerylcarnitine were identified, all with basepeak separated electropherograms, within <6 min of separation. The mass spectrometry data are freely available through the MetaboLight public data repository via access number MTBLS7230.


Asunto(s)
Espectrometría de Masa por Ionización de Electrospray , Acero Inoxidable , Espectrometría de Masa por Ionización de Electrospray/métodos , Electroforesis Capilar/métodos , Carnitina , Dióxido de Silicio/química
3.
Anal Chem ; 95(2): 1149-1158, 2023 01 17.
Artículo en Inglés | MEDLINE | ID: mdl-36546842

RESUMEN

Currently, fast liquid chromatographic separations at low temperatures are exclusively used for the separation of peptides generated in hydrogen deuterium exchange (HDX) workflows. However, it has been suggested that capillary electrophoresis may be a better option for use with HDX. We performed in solution HDX on peptides and bovine hemoglobin (Hb) followed by quenching, pepsin digestion, and cold capillary electrophoretic separation coupled with mass spectrometry (MS) detection for benchmarking a laboratory-built HDX-MS platform. We found that capillaries with a neutral coating to eliminate electroosmotic flow and adsorptive processes provided fast separations with upper limit peak capacities surpassing 170. In contrast, uncoated capillaries achieved 30% higher deuterium retention for an angiotensin II peptide standard owing to faster separations but with only half the peak capacity of coated capillaries. Data obtained using two different separation conditions on peptic digests of Hb showed strong agreement of the relative deuterium uptake between methods. Processed data for denatured versus native Hb after deuterium labeling for the longest timepoint in this study (50,000 s) also showed agreement with subunit interaction sites determined by crystallographic methods. All proteomic data are available under DOI: 10.6019/PXD034245.


Asunto(s)
Hidrógeno , Espectrometría de Masa por Ionización de Electrospray , Hidrógeno/química , Espectrometría de Masa por Ionización de Electrospray/métodos , Deuterio/química , Proteómica/métodos , Péptidos/química , Electroforesis Capilar/métodos , Hemoglobinas/análisis , Medición de Intercambio de Deuterio
4.
Anal Chem ; 95(41): 15400-15408, 2023 10 17.
Artículo en Inglés | MEDLINE | ID: mdl-37804223

RESUMEN

Thermal proteome profiling with label-free quantitation using ion-mobility-enhanced LC-MS offers versatile data sets, providing information on protein differential expression, thermal stability, and the activities of transcription factors. We developed a multidimensional data analysis workflow for label-free quantitative thermal proteome profiling (TPP) experiments that incorporates the aspects of gene set enrichment analysis, differential protein expression analysis, and inference of transcription factor activities from LC-MS data. We applied it to study the signaling processes downstream of melanocortin 3 receptor (MC3R) activation by endogenous agonists derived from the proopiomelanocortin prohormone: ACTH, α-MSH, and γ-MSH. The obtained information was used to map signaling pathways downstream of MC3R and to deduce transcription factors responsible for cellular response to ligand treatment. Using our workflow, we identified differentially expressed proteins and investigated their thermal stability. We found in total 298 proteins with altered thermal stability, resulting from MC3R activation. Out of these, several proteins were transcription factors, indicating them as being downstream target regulators that take part in the MC3R signaling cascade. We found transcription factors CCAR2, DDX21, HMGB2, SRSF7, and TET2 to have altered thermal stability. These apparent target transcription factors within the MC3R signaling cascade play important roles in immune responses. Additionally, we inferred the activities of the transcription factors identified in our data set. This was done with Bayesian statistics using the differential expression data we obtained with label-free quantitative LC-MS. The inferred transcription factor activities were validated in our bioinformatic pipeline by the phosphorylated peptide abundances that we observed, highlighting the importance of post-translational modifications in transcription factor regulation. Our multidimensional data analysis workflow allows for a comprehensive characterization of the signaling processes downstream of MC3R activation. It provides insights into protein differential expression, thermal stability, and activities of key transcription factors. All proteomic data generated in this study are publicly available at DOI: 10.6019/PXD039945.


Asunto(s)
Proteoma , Receptor de Melanocortina Tipo 3 , Receptor de Melanocortina Tipo 3/genética , Receptor de Melanocortina Tipo 3/metabolismo , Factores de Transcripción , Teorema de Bayes , Proteómica , alfa-MSH/química , alfa-MSH/metabolismo
5.
Anal Chem ; 95(50): 18352-18360, 2023 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-38059473

RESUMEN

Parkinson's disease (PD) is a highly prevalent neurodegenerative disorder affecting the motor system. However, the correct diagnosis of PD and atypical parkinsonism may be difficult with high clinical uncertainty. There is an urgent need to identify reliable biomarkers using high-throughput, molecular-specific methods to improve current diagnostics. Here, we present a matrix-assisted laser desorption/ionization mass spectrometry imaging method that requires minimal sample preparation and only 1 µL of crude cerebrospinal fluid (CSF). The method enables analysis of hundreds of samples in a single experiment while simultaneously detecting numerous metabolites with subppm mass accuracy. To test the method, we analyzed CSF samples from 12 de novo PD patients (that is, newly diagnosed and previously untreated) and 12 age-matched controls. Within the identified molecules, we found neurotransmitters and their metabolites such as γ-aminobutyric acid, 3-methoxytyramine, homovanillic acid, serotonin, histamine, amino acids, and metabolic intermediates. Limits of detection were estimated for multiple neurotransmitters with high linearity (R2 > 0.99) and sensitivity (as low as 16 pg/µL). Application of multivariate classification led to a highly significant (P < 0.001) model of PD prediction with a 100% classification rate, which was further thoroughly validated with a permutation test and univariate analysis. Molecules related to the neuromelanin pathway were found to be significantly increased in the PD group, indicated by their elevated relative intensities compared to the control group. Our method enables rapid detection of PD-related biomarkers in low sample volumes and could serve as a valuable tool in the development of robust PD diagnostics.


Asunto(s)
Enfermedad de Parkinson , Humanos , Enfermedad de Parkinson/diagnóstico , Toma de Decisiones Clínicas , Incertidumbre , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Biomarcadores/líquido cefalorraquídeo , Neurotransmisores , Rayos Láser
6.
Electrophoresis ; 44(1-2): 125-134, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36398998

RESUMEN

The chiral drug ketamine has long-lasting antidepressant effects with a fast onset and is also suitable to treat patients with therapy-resistant depression. The metabolite hydroxynorketamine (HNK) plays an important role in the antidepressant mechanism of action. Hydroxylation at the cyclohexanone ring occurs at positions 4, 5, and 6 and produces a total of 12 stereoisomers. Among those, the four 6HNK stereoisomers have the strongest antidepressant effects. Capillary electrophoresis with highly sulfated γ-cyclodextrin (CD) as a chiral selector in combination with mass spectrometry (MS) was used to develop a method for the enantioselective analysis of HNK stereoisomers with a special focus on the 6HNK stereoisomers. The partial filling approach was applied in order to avoid contamination of the MS with the chiral selector. Concentration of the chiral selector and the length of the separation zone were optimized. With 5% highly sulfated γ-CD in 20 mM ammonium formate with 10% formic acid and a 75% filling the four 6HNK stereoisomers could be separated with a resolution between 0.79 and 3.17. The method was applied to analyze fractionated equine urine collected after a ketamine infusion and to screen the fractions as well as unfractionated urine for the parent drug ketamine and other metabolites, including norketamine and dehydronorketamine.


Asunto(s)
Ketamina , Animales , Caballos , Estereoisomerismo , Espectrometría de Masas , Electroforesis Capilar/métodos , Sulfatos
7.
J Proteome Res ; 21(4): 1167-1174, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35293755

RESUMEN

Filter-aided sample preparation (FASP) is widely used in bottom-up proteomics for tryptic digestion. However, the sample recovery yield of this method is limited by the amount of the starting material. While ∼100 ng of digested protein is sufficient for thorough protein identification, proteomic information gets lost with a protein content <10 µg due to incomplete peptide recovery from the filter. We developed and optimized a flexible well-plate µFASP device and protocol that is suitable for an ∼1 µg protein sample. In 1 µg of HeLa digest, we identified 1295 ± 10 proteins with µFASP followed by analysis with liquid chromatography-mass spectrometry. In contrast, only 524 ± 5 proteins were identified with the standard FASP protocol, while 1395 ± 4 proteins were identified in 20 µg after standard FASP as a benchmark. Furthermore, we conducted a combined peptidomic and proteomic study of single pancreatic islets with well-plate µFASP. Here, we separated neuropeptides and digested the remaining on-filter proteins for bottom-up proteomic analysis. Our results indicate inter-islet heterogeneity for the expression of proteins involved in glucose catabolism, pancreatic hormone processing, and secreted peptide hormones. We consider our method to provide a useful tool for proteomic characterization of samples where the biological material is scarce. All proteomic data are available under DOI: 10.6019/PXD029039.


Asunto(s)
Islotes Pancreáticos , Proteómica , Cromatografía Liquida/métodos , Humanos , Islotes Pancreáticos/química , Espectrometría de Masas , Proteínas/análisis , Proteómica/métodos
8.
Anal Chem ; 94(3): 1795-1803, 2022 01 25.
Artículo en Inglés | MEDLINE | ID: mdl-35005896

RESUMEN

Gemcitabine (dFdC) is a common treatment for pancreatic cancer; however, it is thought that treatment may fail because tumor stroma prevents drug distribution to tumor cells. Gemcitabine is a pro-drug with active metabolites generated intracellularly; therefore, visualizing the distribution of parent drug as well as its metabolites is important. A multimodal imaging approach was developed using spatially coregistered mass spectrometry imaging (MSI), imaging mass cytometry (IMC), multiplex immunofluorescence microscopy (mIF), and hematoxylin and eosin (H&E) staining to assess the local distribution and metabolism of gemcitabine in tumors from a genetically engineered mouse model of pancreatic cancer (KPC) allowing for comparisons between effects in the tumor tissue and its microenvironment. Mass spectrometry imaging (MSI) enabled the visualization of the distribution of gemcitabine (100 mg/kg), its phosphorylated metabolites dFdCMP, dFdCDP and dFdCTP, and the inactive metabolite dFdU. Distribution was compared to small-molecule ATR inhibitor AZD6738 (25 mg/kg), which was codosed. Gemcitabine metabolites showed heterogeneous distribution within the tumor, which was different from the parent compound. The highest abundance of dFdCMP, dFdCDP, and dFdCTP correlated with distribution of endogenous AMP, ADP, and ATP in viable tumor cell regions, showing that gemcitabine active metabolites are reaching the tumor cell compartment, while AZD6738 was located to nonviable tumor regions. The method revealed that the generation of active, phosphorylated dFdC metabolites as well as treatment-induced DNA damage primarily correlated with sites of high proliferation in KPC PDAC tumor tissue, rather than sites of high parent drug abundance.


Asunto(s)
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Animales , Carcinoma Ductal Pancreático/diagnóstico por imagen , Carcinoma Ductal Pancreático/tratamiento farmacológico , Línea Celular Tumoral , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacología , Desoxicitidina/uso terapéutico , Ratones , Imagen Multimodal , Neoplasias Pancreáticas/diagnóstico por imagen , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/metabolismo , Microambiente Tumoral , Gemcitabina
9.
Nat Methods ; 16(10): 1021-1028, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31548706

RESUMEN

We present a mass spectrometry imaging (MSI) approach for the comprehensive mapping of neurotransmitter networks in specific brain regions. Our fluoromethylpyridinium-based reactive matrices facilitate the covalent charge-tagging of molecules containing phenolic hydroxyl and/or primary or secondary amine groups, including dopaminergic and serotonergic neurotransmitters and their associated metabolites. These matrices improved the matrix-assisted laser desorption/ionization (MALDI)-MSI detection limit toward low-abundance neurotransmitters and facilitated the simultaneous imaging of neurotransmitters in fine structures of the brain at a lateral resolution of 10 µm. We demonstrate strategies for the identification of unknown molecular species using the innate chemoselectivity of the reactive matrices and the unique isotopic pattern of a brominated reactive matrix. We illustrate the capabilities of the developed method on Parkinsonian brain samples from human post-mortem tissue and animal models. The direct imaging of neurotransmitter systems provides a method for exploring how various neurological diseases affect specific brain regions through neurotransmitter modulation.


Asunto(s)
Neurotransmisores/metabolismo , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Animales , Encéfalo/metabolismo , Modelos Animales de Enfermedad , Humanos , Límite de Detección , Enfermedad de Parkinson/metabolismo , Primates , Ratas
10.
Mol Psychiatry ; 26(12): 7732-7745, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34480089

RESUMEN

Comprehensive determination of the extent of drug transport across the region-specific blood-brain barrier (BBB) is a major challenge in preclinical studies. Multiple approaches are needed to determine the regional free (unbound) drug concentration at which a drug engages with its therapeutic target. We present an approach that merges in vivo and in vitro neuropharmacokinetic investigations with mass spectrometry imaging to quantify and visualize both the extent of unbound drug BBB transport and the post-BBB cerebral distribution of drugs at regional and subregional levels. Direct imaging of the antipsychotic drugs risperidone, clozapine, and olanzapine using this approach enabled differentiation of regional and subregional BBB transport characteristics at 20-µm resolution in small brain regions, which could not be achieved by other means. Our approach allows investigation of heterogeneity in BBB transport and presents new possibilities for molecular psychiatrists by facilitating interpretation of regional target-site exposure results and decision-making.


Asunto(s)
Antipsicóticos , Clozapina , Antipsicóticos/uso terapéutico , Transporte Biológico , Barrera Hematoencefálica , Encéfalo , Risperidona
11.
Proc Natl Acad Sci U S A ; 116(30): 15226-15235, 2019 07 23.
Artículo en Inglés | MEDLINE | ID: mdl-31270237

RESUMEN

The progressive accumulation, aggregation, and spread of α-synuclein (αSN) are common hallmarks of Parkinson's disease (PD) pathology. Moreover, numerous proteins interact with αSN species, influencing its toxicity in the brain. In the present study, we extended analyses of αSN-interacting proteins to cerebrospinal fluid (CSF). Using coimmunoprecipitation, followed by mass spectrometry, we found that αSN colocalize with apolipoproteins on lipoprotein vesicles. We confirmed these interactions using several methods, including the enrichment of lipoproteins with a recombinant αSN, and the subsequent uptake of prepared vesicles by human dopaminergic neuronal-like cells. Further, we report an increased level of ApoE in CSF from early PD patients compared with matched controls in 3 independent cohorts. Moreover, in contrast to controls, we observed the presence of ApoE-positive neuromelanin-containing dopaminergic neurons in substantia nigra of PD patients. In conclusion, the cooccurrence of αSN on lipoprotein vesicles, and their uptake by dopaminergic neurons along with an increase of ApoE in early PD, proposes a mechanism(s) for αSN spreading in the extracellular milieu of PD.


Asunto(s)
Apolipoproteínas E/líquido cefalorraquídeo , Apolipoproteínas/líquido cefalorraquídeo , Neuronas Dopaminérgicas/metabolismo , Enfermedad de Parkinson/líquido cefalorraquídeo , Sustancia Negra/metabolismo , alfa-Sinucleína/líquido cefalorraquídeo , Anciano , Secuencia de Aminoácidos , Apolipoproteínas/genética , Apolipoproteínas E/genética , Estudios de Casos y Controles , Estudios de Cohortes , Neuronas Dopaminérgicas/patología , Femenino , Expresión Génica , Humanos , Masculino , Melaninas/líquido cefalorraquídeo , Melaninas/genética , Persona de Mediana Edad , Enfermedad de Parkinson/genética , Enfermedad de Parkinson/patología , Unión Proteica , Transporte de Proteínas , Alineación de Secuencia , Homología de Secuencia de Aminoácido , Sustancia Negra/patología , Vesículas Transportadoras/metabolismo , alfa-Sinucleína/genética
12.
J Neurosci ; 40(35): 6812-6819, 2020 08 26.
Artículo en Inglés | MEDLINE | ID: mdl-32690616

RESUMEN

Parkinson's disease (PD) is characterized by severe locomotor deficits and is commonly treated with the dopamine precursor L-DOPA, but its prolonged usage causes dyskinesias referred to as L-DOPA-induced dyskinesia (LID). Several studies in animal models of PD have suggested that dyskinesias are associated with a heightened opioid cotransmitter tone, observations that have led to the notion of a LID-related hyperactive opioid transmission that should be corrected by µ opioid receptor antagonists. Reports that both antagonists and agonists of the µ opioid receptor may alleviate LID severity in primate models of PD and LID, together with the failure of nonspecific antagonist to improve LID in pilot clinical trials in patients, raises doubt about the reliability of the available data on the opioid system in PD and LID. After in vitro characterization of the functional activity at the µ opioid receptor, we selected prototypical agonists, antagonists, and partial agonists at the µ opioid receptor. We then showed that both oral and discrete intracerebral administration of a µ receptor agonist, but not of an antagonist as long thought, ameliorated LIDs in the gold-standard bilateral 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine-lesioned female macaque model of PD and LID. The results call for a reappraisal of opioid pharmacology in the basal ganglia as well as for the development of brain nucleus-targeted µ opioid receptor agonists.SIGNIFICANCE STATEMENT µ opioid receptors have long been considered as a viable target for alleviating the severity of L-DOPA-induced hyperkinetic side effects, induced by the chronic treatment of Parkinson's disease motor symptoms with L-DOPA. Conflicting results between experimental parkinsonism and Parkinson's disease patients, however, dampened the enthusiasm for the target. Here we reappraise the pharmacology and then demonstrate that both oral and discrete intracerebral administration of a µ receptor agonist, but not of an antagonist as long thought, ameliorates LIDs in the gold-standard bilateral 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine-lesioned macaque model of Parkinson's disease, calling for a reappraisal of the opioid pharmacology as well as for the development of brain nucleus-targeted µ receptor agonists.


Asunto(s)
Discinesias/tratamiento farmacológico , Intoxicación por MPTP/fisiopatología , Receptores Opioides mu/agonistas , Animales , Células CHO , Cricetinae , Cricetulus , Discinesias/etiología , Encefalina Ala(2)-MeFe(4)-Gli(5)/administración & dosificación , Encefalina Ala(2)-MeFe(4)-Gli(5)/farmacología , Encefalina Ala(2)-MeFe(4)-Gli(5)/uso terapéutico , Femenino , Humanos , Levodopa/efectos adversos , Levodopa/uso terapéutico , Intoxicación por MPTP/tratamiento farmacológico , Macaca fascicularis , Neurotransmisores/administración & dosificación , Neurotransmisores/farmacología , Neurotransmisores/uso terapéutico , Receptores Opioides mu/antagonistas & inhibidores
13.
Neurobiol Dis ; 137: 104738, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31927144

RESUMEN

Neuropeptides are important signalling molecules in the brain and alterations in their expression levels have been linked to neurological disorders such as Parkinson's disease. It is challenging to map neuropeptide changes across and within brain regions because of their low in vivo concentrations and complex post-translational processing. Consequently, the role of neuropeptides in Parkinson's disease is not well understood. Thus, we have developed and evaluated a method to image multiple neuropeptides simultaneously in both rat and primate brain tissue sections by matrix-assisted laser desorption/ionisation mass spectrometry imaging at high lateral resolution. Using a unilateral 6-hydroxydopamine rat model of Parkinson's disease, we imaged changes in enkephalins, dynorphins, tachykinins and neurotensin associated with the dopaminergic denervation and L-DOPA treatment in multiple brain regions. L-DOPA administration significantly affected neuropeptides in the globus pallidus, while neuropeptides in the caudate-putamen were mostly affected by dopamine depletion. Using high lateral resolution imaging, we observed an increase of neurotensin in the dorsal sub-region of the globus pallidus after dopamine depletion. This study highlights the capacity of mass spectrometry imaging to elucidate the dynamics of neuropeptide signalling during Parkinson's disease and its treatment.


Asunto(s)
Encéfalo/efectos de los fármacos , Encefalinas/metabolismo , Levodopa/farmacología , Trastornos Parkinsonianos/tratamiento farmacológico , Animales , Encéfalo/metabolismo , Dinorfinas/metabolismo , Discinesia Inducida por Medicamentos/metabolismo , Globo Pálido/metabolismo , Masculino , Neostriado/efectos de los fármacos , Neostriado/metabolismo , Trastornos Parkinsonianos/metabolismo , Ratas Wistar
14.
Anal Chem ; 92(21): 14676-14684, 2020 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-33086792

RESUMEN

Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) is an established tool in drug development, which enables visualization of drugs and drug metabolites at spatial localizations in tissue sections from different organs. However, robust and accurate quantitation by MALDI-MSI still remains a challenge. We present a quantitative MALDI-MSI method using two instruments with different types of mass analyzers, i.e., time-of-flight (TOF) and Fourier transform ion cyclotron resonance (FTICR) MS, for mapping levels of the in vivo-administered drug citalopram, a selective serotonin reuptake inhibitor, in mouse brain tissue sections. Six different methods for applying calibration standards and an internal standard were evaluated. The optimized method was validated according to authorities' guidelines and requirements, including selectivity, accuracy, precision, recovery, calibration curve, sensitivity, reproducibility, and stability parameters. We showed that applying a dilution series of calibration standards followed by a homogeneously applied, stable, isotopically labeled standard for normalization and a matrix on top of the tissue section yielded similar results to those from the reference method using liquid chromatography-tandem mass spectrometry (LC-MS/MS). The validation results were within specified limits and the brain concentrations for TOF MS (51.1 ± 4.4 pmol/mg) and FTICR MS (56.9 ± 6.0 pmol/mg) did not significantly differ from those of the cross-validated LC-MS/MS method (55.0 ± 4.9 pmol/mg). The effect of in vivo citalopram administration on the serotonin neurotransmitter system was studied in the hippocampus, a brain region that is the principal target of the serotonergic afferents along with the limbic system, and it was shown that serotonin was significantly increased (2-fold), but its metabolite 5-hydroxyindoleacetic acid was not. This study makes a substantial step toward establishing MALDI-MSI as a fully quantitative validated method.


Asunto(s)
Encéfalo/efectos de los fármacos , Ciclotrones , Análisis de Fourier , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/instrumentación , Animales , Encéfalo/metabolismo , Calibración , Cromatografía Liquida , Citalopram/farmacología , Hipocampo/efectos de los fármacos , Hipocampo/metabolismo , Masculino , Ratones , Reproducibilidad de los Resultados , Serotonina/metabolismo
15.
Neuroimage ; 172: 808-816, 2018 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-29329980

RESUMEN

There is a high need to develop quantitative imaging methods capable of providing detailed brain localization information of several molecular species simultaneously. In addition, extensive information on the effect of the blood-brain barrier on the penetration, distribution and efficacy of neuroactive compounds is required. Thus, we have developed a mass spectrometry imaging method to visualize and quantify the brain distribution of drugs with varying blood-brain barrier permeability. With this approach, we were able to determine blood-brain barrier transport of different drugs and define the drug distribution in very small brain structures (e.g., choroid plexus) due to the high spatial resolution provided. Simultaneously, we investigated the effect of drug-drug interactions by inhibiting the membrane transporter multidrug resistance 1 protein. We propose that the described approach can serve as a valuable analytical tool during the development of neuroactive drugs, as it can provide physiologically relevant information often neglected by traditional imaging technologies.


Asunto(s)
Barrera Hematoencefálica/efectos de los fármacos , Permeabilidad Capilar/efectos de los fármacos , Loperamida/farmacocinética , Propranolol/farmacocinética , Espectrometría de Masa por Ionización de Electrospray/métodos , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Animales , Barrera Hematoencefálica/metabolismo , Interacciones Farmacológicas , Masculino , Ratones , Ratones Endogámicos C57BL , Distribución Tisular
16.
Anal Chem ; 90(6): 3676-3682, 2018 03 20.
Artículo en Inglés | MEDLINE | ID: mdl-29474064

RESUMEN

Advances in mass spectrometry imaging that improve both spatial and mass resolution are resulting in increasingly larger data files that are difficult to handle with current software. We have developed a novel near-lossless compression method with data entropy reduction that reduces the file size significantly. The reduction in data size can be set at four different levels (coarse, medium, fine, and superfine) prior to running the data compression. This can be applied to spectra or spectrum-by-spectrum, or it can be applied to transpose arrays or array-by-array, to efficiently read the data without decompressing the whole data set. The results show that a compression ratio of up to 5.9:1 was achieved for data from commercial mass spectrometry software programs and 55:1 for data from our in-house developed msIQuant program. Comparing the average signals from regions of interest, the maximum deviation was 0.2% between compressed and uncompressed data sets with coarse accuracy for the data entropy reduction. In addition, when accessing the compressed data by selecting a random m/ z value using msIQuant, the time to update an image on the computer screen was only slightly increased from 92 (±32) ms (uncompressed) to 114 (±13) ms (compressed). Furthermore, the compressed data can be stored on readily accessible servers for data evaluation without further data reprocessing. We have developed a space efficient, direct access data compression algorithm for mass spectrometry imaging, which can be used for various data-demanding mass spectrometry imaging applications.

17.
Anal Chem ; 90(10): 6051-6058, 2018 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-29668267

RESUMEN

Described is a quantitative-mass-spectrometry-imaging (qMSI) methodology for the analysis of lactate and glutamate distributions in order to delineate heterogeneity among mouse tumor models used to support drug-discovery efficacy testing. We evaluate and report on preanalysis-stabilization methods aimed at improving the reproducibility and efficiency of quantitative assessments of endogenous molecules in tissues. Stability experiments demonstrate that optimum stabilization protocols consist of frozen-tissue embedding, post-tissue-sectioning desiccation, and storage at -80 °C of tissue sections sealed in vacuum-tight containers. Optimized stabilization protocols are used in combination with qMSI methodology for the absolute quantitation of lactate and glutamate in tumors, incorporating the use of two different stable-isotope-labeled versions of each analyte and spectral-clustering performed on each tissue section using k-means clustering to allow region-specific, pixel-by-pixel quantitation. Region-specific qMSI was used to screen different tumor models and identify a phenotype that has low lactate heterogeneity, which will enable accurate measurements of lactate modulation in future drug-discovery studies. We conclude that using optimized qMSI protocols, it is possible to quantify endogenous metabolites within tumors, and region-specific quantitation can provide valuable insight into tissue heterogeneity and the tumor microenvironment.


Asunto(s)
Ácido Glutámico/análisis , Ácido Láctico/análisis , Espectrometría de Masas , Animales , Femenino , Ácido Glutámico/metabolismo , Ácido Láctico/metabolismo , Ratones , Ratones Desnudos , Neoplasias Experimentales/química , Neoplasias Experimentales/diagnóstico por imagen , Neoplasias Experimentales/metabolismo
18.
Bioorg Med Chem ; 25(3): 897-911, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-28038943

RESUMEN

Type I signal peptidases are potential targets for the development of new antibacterial agents. Here we report finding potent inhibitors of E. coli type I signal peptidase (LepB), by optimizing a previously reported hit compound, decanoyl-PTANA-CHO, through modifications at the N- and C-termini. Good improvements of inhibitory potency were obtained, with IC50s in the low nanomolar range. The best inhibitors also showed good antimicrobial activity, with MICs in the low µg/mL range for several bacterial species. The selection of resistant mutants provided strong support for LepB as the target of these compounds. The cytotoxicity and hemolytic profiles of these compounds are not optimal but the finding that minor structural changes cause the large effects on these properties suggests that there is potential for optimization in future studies.


Asunto(s)
Diseño de Fármacos , Escherichia coli/enzimología , Proteínas de la Membrana/antagonistas & inhibidores , Oligopéptidos/farmacología , Supervivencia Celular/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Células Hep G2 , Humanos , Proteínas de la Membrana/metabolismo , Modelos Moleculares , Estructura Molecular , Oligopéptidos/síntesis química , Oligopéptidos/química , Serina Endopeptidasas/metabolismo , Relación Estructura-Actividad
19.
Methods ; 104: 86-92, 2016 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-27263025

RESUMEN

We present a strategy for imaging of elements in biological tissues using laser ablation (LA) mass spectrometry (MS), which was compared to laser ablation inductively coupled plasma (LA-ICP) MS. Both methods were adopted for quantitative imaging of elements in mouse kidney, as well as traumatic brain injury model tissue sections. MS imaging (MSI) employing LA provides quantitative data by comparing signal abundances of sodium from tissues to those obtained by imaging quantitation calibration standards of the target element applied to adjacent control tissue sections. LA-ICP MSI provided quantitative data for several essential elements in both brain and kidney tissue sections using a dried-droplet approach. Both methods were used to image a rat model of traumatic brain injury, revealing accumulations of sodium and calcium in the impact area and its peripheral regions. LA MSI is shown to be a viable option for quantitative imaging of specific elements in biological tissue sections.


Asunto(s)
Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Terapia por Láser/métodos , Espectrometría de Masas/métodos , Animales , Lesiones Traumáticas del Encéfalo/metabolismo , Calcio/aislamiento & purificación , Calcio/metabolismo , Humanos , Riñón/diagnóstico por imagen , Ratones , Ratas , Sodio/aislamiento & purificación , Sodio/metabolismo
20.
Neuroimage ; 136: 129-38, 2016 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-27155126

RESUMEN

With neurological processes involving multiple neurotransmitters and neuromodulators, it is important to have the ability to directly map and quantify multiple signaling molecules simultaneously in a single analysis. By utilizing a molecular-specific approach, namely desorption electrospray ionization mass spectrometry imaging (DESI-MSI), we demonstrated that the technique can be used to image multiple neurotransmitters and their metabolites (dopamine, dihydroxyphenylacetic acid, 3-methoxytyramine, serotonin, glutamate, glutamine, aspartate, γ-aminobutyric acid, adenosine) as well as neuroactive drugs (amphetamine, sibutramine, fluvoxamine) and drug metabolites in situ directly in brain tissue sections. The use of both positive and negative ionization modes increased the number of identified molecular targets. Chemical derivatization by charge-tagging the primary amines of molecules significantly increased the sensitivity, enabling the detection of low abundant neurotransmitters and other neuroactive substances previously undetectable by MSI. The sensitivity of the imaging approach of neurochemicals has a great potential in many diverse applications in fields such as neuroscience, pharmacology, drug discovery, neurochemistry, and medicine.


Asunto(s)
Algoritmos , Encéfalo/metabolismo , Imagen Molecular/métodos , Neurotransmisores/metabolismo , Psicotrópicos/metabolismo , Espectrometría de Masa por Ionización de Electrospray/métodos , Animales , Encéfalo/anatomía & histología , Imagen por Resonancia Magnética/métodos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratas , Ratas Sprague-Dawley , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Procesamiento de Señales Asistido por Computador , Distribución Tisular
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