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1.
PLoS One ; 13(10): e0205491, 2018.
Article En | MEDLINE | ID: mdl-30321203

Robust preclinical testing is essential to predict clinical safety and efficacy and provide data to determine safe dose for first-in-man studies. There are a growing number of examples where the preclinical development of drugs failed to adequately predict clinical adverse events in part due to their assessment with inappropriate preclinical models. Preclinical investigations of T cell receptor (TCR)-based immunotherapies prove particularly challenging as these biologics are human-specific and thus the conventional testing in animal models is inadequate. As these molecules harness the full force of the immune system, and demonstrate tremendous potency, we set out to design a preclinical package that would ensure adequate evaluation of these therapeutics. Immune Mobilising Monoclonal TCR Against Cancer (ImmTAC) molecules are bi-specific biologics formed of an affinity-enhanced TCR fused to an anti-CD3 effector function. ImmTAC molecules are designed to activate human T lymphocytes and target peptides within the context of a human leukocyte antigen (HLA), thus require an intact human immune system and peptidome for suitable preclinical screening. Here we draw upon the preclinical testing of four ImmTAC molecules, including IMCgp100, the first ImmTAC molecule to reach the clinic, to present our comprehensive, informative and robust approach to in vitro preclinical efficacy and safety screening. This package comprises a broad range of cellular and molecular assays using human tissues and cultured cells to test efficacy, safety and specificity, and hence predict human responses in clinical trials. We propose that this entirely in vitro package offers a potential model to be applied to screening other TCR-based biologics.


Antibodies, Bispecific/pharmacology , Drug Screening Assays, Antitumor/methods , Proteins/pharmacology , Single-Chain Antibodies/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Humans , In Vitro Techniques , Workflow
2.
Data Brief ; 4: 328-31, 2015 Sep.
Article En | MEDLINE | ID: mdl-26217810

Subclinical atherosclerosis cannot be predicted and novel therapeutic targets are needed. The molecular anatomy of healthy and atherosclerotic tissue is pursued to identify ongoing molecular changes in atherosclerosis development. Mass Spectrometry Imaging (MSI) accounts with the unique advantage of analyzing proteins and metabolites (lipids) while preserving their original localization; thus two dimensional maps can be obtained. Main molecular alterations were investigated in a rabbit model in response to early development of atherosclerosis. Aortic arterial layers (intima and media) and calcified regions were investigated in detail by MALDI-MSI and proteins and lipids specifically defining those areas of interest were identified. These data further complement main findings previously published in J Proteomics (M. Martin-Lorenzo et al., J. Proteomics. (In press); M. Martin-Lorenzo et al., J. Proteomics 108 (2014) 465-468.) [1,2].

3.
J Proteomics ; 126: 245-51, 2015 Aug 03.
Article En | MEDLINE | ID: mdl-26079611

The molecular anatomy of healthy and atherosclerotic tissue is pursued here to identify ongoing molecular changes in atherosclerosis development. Subclinical atherosclerosis cannot be predicted and novel therapeutic targets are needed. Mass spectrometry imaging (MSI) is a novel unexplored ex vivo imaging approach in CVD able to provide in-tissue molecular maps. A rabbit model of early atherosclerosis was developed and high-spatial-resolution MALDI-MSI was applied to comparatively analyze histologically-based arterial regions of interest from control and early atherosclerotic aortas. Specific protocols were applied to identify lipids and proteins significantly altered in response to atherosclerosis. Observed protein alterations were confirmed by immunohistochemistry in rabbit tissue, and additionally in human aortas. Molecular features specifically defining different arterial regions were identified. Localized in the intima, increased expression of SFA and lysolipids and intimal spatial organization showing accumulation of PI, PG and SM point to endothelial dysfunction and triggered inflammatory response. TG, PA, SM and PE-Cer were identified specifically located in calcified regions. Thymosin ß4 (TMSB4X) protein was upregulated in intima versus media layer and also in response to atherosclerosis. This overexpression and localization was confirmed in human aortas. In conclusion, molecular histology by MS Imaging identifies spatial organization of arterial tissue in response to atherosclerosis.


Aorta , Atherosclerosis , Lipids , Mass Spectrometry , Thymosin/metabolism , Tunica Intima , Vascular Calcification , Animals , Aorta/metabolism , Aorta/pathology , Atherosclerosis/metabolism , Atherosclerosis/pathology , Disease Models, Animal , Humans , Rabbits , Tunica Intima/metabolism , Tunica Intima/pathology , Vascular Calcification/metabolism , Vascular Calcification/pathology
4.
J Am Soc Mass Spectrom ; 26(6): 853-61, 2015 Jun.
Article En | MEDLINE | ID: mdl-25877011

Cortical spreading depression (CSD) is the electrophysiological correlate of migraine aura. Transgenic mice carrying the R192Q missense mutation in the Cacna1a gene, which in patients causes familial hemiplegic migraine type 1 (FHM1), exhibit increased propensity to CSD. Herein, mass spectrometry imaging (MSI) was applied for the first time to an animal cohort of transgenic and wild type mice to study the biomolecular changes following CSD in the brain. Ninety-six coronal brain sections from 32 mice were analyzed by MALDI-MSI. All MSI datasets were registered to the Allen Brain Atlas reference atlas of the mouse brain so that the molecular signatures of distinct brain regions could be compared. A number of metabolites and peptides showed substantial changes in the brain associated with CSD. Among those, different mass spectral features showed significant (t-test, P < 0.05) changes in the cortex, 146 and 377 Da, and in the thalamus, 1820 and 1834 Da, of the CSD-affected hemisphere of FHM1 R192Q mice. Our findings reveal CSD- and genotype-specific molecular changes in the brain of FHM1 transgenic mice that may further our understanding about the role of CSD in migraine pathophysiology. The results also demonstrate the utility of aligning MSI datasets to a common reference atlas for large-scale MSI investigations.


Brain/physiopathology , Cerebellar Ataxia/physiopathology , Cortical Spreading Depression , Migraine Disorders/physiopathology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Animals , Brain/metabolism , Brain/pathology , Calcium Channels, N-Type/genetics , Cerebellar Ataxia/genetics , Cerebellar Ataxia/metabolism , Cerebellar Ataxia/pathology , Disease Models, Animal , Female , Humans , Male , Mice, Transgenic , Migraine Disorders/genetics , Migraine Disorders/metabolism , Migraine Disorders/pathology , Mutation, Missense
5.
Anal Chem ; 87(3): 1867-75, 2015 Feb 03.
Article En | MEDLINE | ID: mdl-25535922

On-tissue enzymatic digestion is performed in mass spectrometry imaging (MSI) experiments to access larger proteins and to assign protein identities. Most on-tissue digestion MSI studies have focused on method development rather than identifying the molecular features observed. Herein, we report a comprehensive study of the mouse brain proteome sampled by MSI. Using complementary proteases, we were able to identify 5337 peptides in the matrix-assisted laser desorption/ionization (MALDI) matrix, corresponding to 1198 proteins. 630 of these peptides, corresponding to 280 proteins, could be assigned to peaks in MSI data sets. Gene ontology and pathway analyses revealed that many of the proteins are involved in neurodegenerative disorders, such as Alzheimer's, Parkinson's, and Huntington's disease.


Brain Chemistry , Proteome/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Animals , Brain/metabolism , Male , Mice , Mice, Inbred C57BL , Neurodegenerative Diseases/metabolism , Peptides/analysis , Peptides/metabolism , Proteome/metabolism
6.
Anal Chem ; 86(18): 9204-11, 2014 Sep 16.
Article En | MEDLINE | ID: mdl-25133861

The combination of mass spectrometry imaging and histology has proven a powerful approach for obtaining molecular signatures from specific cells/tissues of interest, whether to identify biomolecular changes associated with specific histopathological entities or to determine the amount of a drug in specific organs/compartments. Currently there is no software that is able to explicitly register mass spectrometry imaging data spanning different ionization techniques or mass analyzers. Accordingly, the full capabilities of mass spectrometry imaging are at present underexploited. Here we present a fully automated generic approach for registering mass spectrometry imaging data to histology and demonstrate its capabilities for multiple mass analyzers, multiple ionization sources, and multiple tissue types.


Algorithms , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Animals , Brain/anatomy & histology , Humans , Image Processing, Computer-Assisted , Mice , Software , Thyroid Neoplasms/pathology
7.
Anal Chem ; 86(8): 3947-54, 2014 Apr 15.
Article En | MEDLINE | ID: mdl-24661141

Mass spectrometry imaging holds great potential for understanding the molecular basis of neurological disease. Several key studies have demonstrated its ability to uncover disease-related biomolecular changes in rodent models of disease, even if highly localized or invisible to established histological methods. The high analytical reproducibility necessary for the biomedical application of mass spectrometry imaging means it is widely developed in mass spectrometry laboratories. However, many lack the expertise to correctly annotate the complex anatomy of brain tissue, or have the capacity to analyze the number of animals required in preclinical studies, especially considering the significant variability in sizes of brain regions. To address this issue, we have developed a pipeline to automatically map mass spectrometry imaging data sets of mouse brains to the Allen Brain Reference Atlas, which contains publically available data combining gene expression with brain anatomical locations. Our pipeline enables facile and rapid interanimal comparisons by first testing if each animal's tissue section was sampled at a similar location and enabling the extraction of the biomolecular signatures from specific brain regions.


Atlases as Topic , Brain Chemistry/genetics , Brain/anatomy & histology , Mass Spectrometry/statistics & numerical data , Animals , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Indicators and Reagents , Male , Mice , Mice, Inbred C57BL , Reproducibility of Results
8.
J Integr Bioinform ; 8(3): 171, 2011 Sep 15.
Article En | MEDLINE | ID: mdl-21926434

In this paper we present two case studies of Proteomics applications development using the AIBench framework, a Java desktop application framework mainly focused in scientific software development. The applications presented in this work are Decision Peptide-Driven, for rapid and accurate protein quantification, and Bacterial Identification, for Tuberculosis biomarker search and diagnosis. Both tools work with mass spectrometry data, specifically with MALDI-TOF spectra, minimizing the time required to process and analyze the experimental data.


Bacteria/metabolism , Bacterial Proteins/metabolism , Proteomics/instrumentation , Proteomics/methods , Software , Tuberculosis/metabolism , Bacteria/chemistry , Bacteria/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Biomarkers/chemistry , Biomarkers/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Tuberculosis/genetics
9.
Proteomics ; 11(19): 3866-76, 2011 Oct.
Article En | MEDLINE | ID: mdl-21805637

The use of ultrasonic probe, in conjunction with immobilized trypsin, has been explored in this work for potential enhancement of protein digestion. Several solid supports commonly used to immobilize trypsin were subjected to different ultrasonication amplitudes and time in order to investigate their mechanical resistance to ultrasonic energy when provided by the ultrasonic probe. Glass beads and magnetic particles were found to remain intact in most conditions studied. It was found that immobilized trypsin cannot be reused after ultrasonication since the enzymatic activity was greatly diminished. For comparative purposes, vortex shaking was also explored for protein cleavage. Four standard proteins--bovine serum albumin, α-lactalbumin, carbonic anhydrase and ovalbumin--were successfully identified using peptide mass fingerprint, or peptide fragment fingerprint. In addition, the performance of the classical protein cleavage (overnight, 12 h) and the ultrasonic methods was found to be similar when the digestion of a complex proteome, human plasma, was assessed through 18-O quantification. The digestion yields found were 90-117% for the ultrasonic and 5-21% for the vortex when those methods were compared with the classical overnight digestion.


Enzymes, Immobilized/metabolism , Proteins/analysis , Proteins/metabolism , Trypsin/metabolism , Ultrasonics/instrumentation , Animals , Blood Proteins/analysis , Blood Proteins/metabolism , Cattle , Equipment Design , Humans , Lactalbumin/analysis , Lactalbumin/metabolism , Peptide Fragments/analysis , Peptide Fragments/metabolism , Serum Albumin, Bovine/analysis , Serum Albumin, Bovine/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
10.
Proteomics ; 9(21): 4974-7, 2009 Nov.
Article En | MEDLINE | ID: mdl-19810034

We report in this work on the robustness of ultrasonic energy as a tool to speed the isotopic labeling of proteins using the (18)O-decoupling procedure. The first part of the decoupling procedure, comprising protein denaturation, reduction, alkylation and digestion, is done in 8 min under the effects of an ultrasonic field whilst the second part, the isotopic labeling, was assayed with and without the use of ultrasonic energy. Our results clearly demonstrate that the (18)O-isotopic labeling in a decoupling procedure cannot be accelerated using an ultrasonic field.


Isotope Labeling/methods , Lactalbumin/analysis , Serum Albumin, Bovine/analysis , Ultrasonics , Amino Acid Sequence , Animals , Cattle , Lactalbumin/chemistry , Molecular Sequence Data , Oxygen Isotopes/analysis , Proteomics , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Time Factors
11.
Rapid Commun Mass Spectrom ; 21(20): 3269-78, 2007.
Article En | MEDLINE | ID: mdl-17879394

An ultrasonic bath, an ultrasonic probe and a sonoreactor were used to speed up the kinetics of the reactions involved in each step of the sample handling for in-gel protein identification by peptide mass fingerprint, PMF, using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS). The following steps were successfully accelerated using ultrasonic energy: gel washing, protein reduction, and protein alkylation. As a result, a reduction comprising 80% to 90% of the total time involved in the classic approach was achieved. In addition the sample handling was also drastically simplified. The number of peptides identified and the protein sequence coverage obtained for the new procedure were comparable to those obtained with the traditional sample treatment for the following protein standards: glycogen phosphorylase b, BSA, ovalbumin, carbonic anhydrase, trypsin inhibitor and alpha-lactalbumin. Finally, as a proof of the procedure, specific proteins were identified from complex protein mixtures obtained from three different sulphate-reducing bacteria: Desulfovibrio desulfuricans G20, Desulfuvibrio gigas NCIB 9332, and Desulfuvibrio desulfuricans ATCC 27774.


Bacterial Proteins/chemistry , Peptide Fragments/chemistry , Peptide Mapping , Spectrometry, Mass, Electrospray Ionization/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Tandem Mass Spectrometry , Animals , Cattle , Complex Mixtures/chemistry
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