Assessing technical and biological variation in SWATH-MS-based proteomic analysis of chronic lymphocytic leukaemia cells.

Chronic lymphocytic leukaemia (CLL) exhibits variable clinical course and response to therapy, but the molecular basis of this variability remains incompletely understood. Data independent acquisition (DIA)-MS technologies, such as SWATH (Sequential Windowed Acquisition of all THeoretical fragments), provide an opportunity to study the pathophysiology of CLL at the proteome level. Here, a CLL-specific spectral library (7736 proteins) is described alongside an analysis of sample replication and data handling requirements for quantitative SWATH-MS analysis of clinical samples. The analysis was performed on 6 CLL samples, incorporating biological (IGHV mutational status), sample preparation and MS technical replicates. Quantitative information was obtained for 5169 proteins across 54 SWATH-MS acquisitions: the sources of variation and different computational approaches for batch correction were assessed. Functional enrichment analysis of proteins associated with IGHV mutational status showed significant overlap with previous studies based on gene expression profiling. Finally, an approach to perform statistical power analysis in proteomics studies was implemented. This study provides a valuable resource for researchers working on the proteomics of CLL. It also establishes a sound framework for the design of sufficiently powered clinical proteomics studies. Indeed, this study shows that it is possible to derive biologically plausible hypotheses from a relatively small dataset.

Exosomal Transport of Hepatocyte-Derived Drug-Modified Proteins to the Immune System.

Idiosyncratic drug-induced liver injury (DILI) is a rare, often difficult-to-predict adverse reaction with complex pathomechanisms. However, it is now evident that certain forms of DILI are immune-mediated and may involve the activation of drug-specific T cells. Exosomes are cell-derived vesicles that carry RNA, lipids, and protein cargo from their cell of origin to distant cells, and they may play a role in immune activation. Herein, primary human hepatocytes were treated with drugs associated with a high incidence of DILI (flucloxacillin, amoxicillin, isoniazid, and nitroso-sulfamethoxazole) to characterize the proteins packaged within exosomes that are subsequently transported to dendritic cells for processing. Exosomes measured between 50 and 100 nm and expressed enriched CD63. Liquid chromatography-tandem mass spectrometry (LC/MS-MS) identified 2,109 proteins, with 608 proteins being quantified across all exosome samples. Data are available through ProteomeXchange with identifier PXD010760. Analysis of gene ontologies revealed that exosomes mirrored whole human liver tissue in terms of the families of proteins present, regardless of drug treatment. However, exosomes from nitroso-sulfamethoxazole-treated hepatocytes selectively packaged a specific subset of proteins. LC/MS-MS also revealed the presence of hepatocyte-derived exosomal proteins covalently modified with amoxicillin, flucloxacillin, and nitroso-sulfamethoxazole. Uptake of exosomes by monocyte-derived dendritic cells occurred silently, mainly through phagocytosis, and was inhibited by latrunculin A. An amoxicillin-modified 9-mer peptide derived from the exosomal transcription factor protein SRY (sex determining region Y)-box 30 activated naïve T cells from human leukocyte antigen A*02:01-positive human donors. Conclusion: This study shows that exosomes have the potential to transmit drug-specific hepatocyte-derived signals to the immune system and provide a pathway for the induction of drug hapten-specific T-cell responses.

Total proteome analysis identifies migration defects as a major pathogenetic factor in immunoglobulin heavy chain variable region (IGHV)-unmutated chronic lymphocytic leukemia.

The mutational status of the immunoglobulin heavy chain variable region defines two clinically distinct forms of chronic lymphocytic leukemia (CLL) known as mutated (M-CLL) and unmutated (UM-CLL). To elucidate the molecular mechanisms underlying the adverse clinical outcome associated with UM-CLL, total proteomes from nine UM-CLL and nine M-CLL samples were analyzed by isobaric tags for relative and absolute quantification (iTRAQ)-based mass spectrometry. Based on the expression of 3521 identified proteins, principal component analysis separated CLL samples into two groups corresponding to immunoglobulin heavy chain variable region mutational status. Computational analysis showed that 43 cell migration/adhesion pathways were significantly enriched by 39 differentially expressed proteins, 35 of which were expressed at significantly lower levels in UM-CLL samples. Furthermore, UM-CLL cells underexpressed proteins associated with cytoskeletal remodeling and overexpressed proteins associated with transcriptional and translational activity. Taken together, our findings indicate that UM-CLL cells are less migratory and more adhesive than M-CLL cells, resulting in their retention in lymph nodes, where they are exposed to proliferative stimuli. In keeping with this hypothesis, analysis of an extended cohort of 120 CLL patients revealed a strong and specific association between UM-CLL and lymphadenopathy. Our study illustrates the potential of total proteome analysis to elucidate pathogenetic mechanisms in cancer.

Proteomic analysis of B-cell receptor signaling in chronic lymphocytic leukaemia reveals a possible role for kininogen.

CLL is an incurable disease with variable prognosis. The hyper reactivity of the B-cell receptor (BCR) to unknown antigen ligation plays a pivotal role in CLL-cell survival. We aimed to investigate the BCR signalling pathway using proteomics to identify novel proteins which may have clinical relevance in this disease. Three CLL samples were selected based upon BCR responsiveness, demonstrated by upregulation of phospho-ERK following in vitro stimulation. The differential expression of proteins, upon artificial stimulation of the BCR, was examined in these samples using two-dimensional gel electrophoresis in combination with mass spectrometry. Proteins of interest were subsequently examined using immunoblotting. Proteomic analysis revealed that kininogen, a critical protein of kinin-kallikrein system, was upregulated in all 3 clinical samples upon BCR stimulation. There are 2 forms of kininogen: HMWK and LMWK. The upregulation of LMWK upon BCR stimulation was confirmed by immunoblotting in all 3 of these samples. In a pilot series of 52 unselected CLL samples, 71% demonstrated basal LMWK expression. There was a trend towards shorter median survival in LMWK positive cases (147months versus 253months for LMWK negative cases; p=0.125). Kininogen may be a novel therapeutic target in CLL and the possible association with prognosis warrants further investigation. BIOLOGICAL SIGNIFICANCE: We have identified the upregulation of LMWK upon BCR stimulation of CLL samples. There is no previous published research to suggest a link between kininogen and normal B-cells or CLL cells. In 52 unselected CLL samples, 71% demonstrated basal LMWK expression. There was a trend towards shorter median survival in LMWK positive cases. The absence of LMWK protein expression on normal B-cells suggests that this could be a biomarker for CLL and further research should be undertaken.

Proteomic (antibody microarray) exploration of the molecular mechanism of action of the specific COX-2 inhibitor DuP 697.

We have previously shown that specific COX-2 inhibitors, including DuP 697, have anti-proliferative effects on mesothelioma cells and potentiate the cytotoxicity of pemetrexed. Here, we used a novel proteomic approach to explore the mechanism of action of this agent. COX-2-positive cell lines MSTO-211H (mesothelioma) and A549 (lung cancer) were exposed to DuP 697 for 72 h. Drug carrier only was added to control cells. Extracted proteins from treated and control cells were analysed using a comparative proteomic platform. Differentially expressed proteins, identified by the Panorama Xpress Profiler725 antibody microarray were submitted to Ingenuity Pathway Analysis. A total of 32 unique differentially expressed proteins were identified with a significant (>1.8-fold) difference in expression between treated and untreated cells in at least one cell line. Five molecules, BCL2L1 (Bcl-xL), BID, CHUK (IKK), FASLG and RAF1, were mapped to the Apoptosis Signaling pathway following Ingenuity Pathway Analysis. BCL2L1 (Bcl-xL) and BID were analysed using immuno-blotting and differential expression was confirmed. Proteomic (antibody microarray) analysis suggests that the mechanism of action of DuP 697 may be exerted via the induction of apoptosis. The antibody microarray platform can be utilised to explore the molecular mechanism of action of novel anticancer agents.

Biomarkers of chemotherapy resistance in breast cancer identified by proteomics: current status.

This review describes and discusses the advantages and limitations of proteomic approaches in the identification of biomarkers associated with chemotherapy resistance. Both gel-based (two-dimensional polyacrylamide gel electrophoresis) and gel-free (shotgun and quantitative) mass spectrometry approaches are discussed. Non-mass spectrometry approaches including antibody microarray platforms are described as complementary proteomic strategies. Methods for technical confirmation and clinical validation of putative biomarkers are presented. Use of this proteomic toolbox in the quest for biomarkers of chemotherapy resistance in breast cancer is reviewed. Technical aspects of sample selection, acquisition, storage and analysis are discussed and putative biomarkers identified through proteomic approaches are presented.

COX-2 specific inhibitors enhance the cytotoxic effects of pemetrexed in mesothelioma cell lines.

BACKGROUND: Although malignant pleural mesothelioma is a rare tumour, its incidence is increasing. The prognosis remains very poor with an average survival of 10 months from diagnosis. The choice of chemotherapy regimens for mesothelioma patients is limited and new approaches are required. COX-2 inhibition induces apoptosis in a variety of tumour cell lines. The cytotoxic effect of conventional drugs may be enhanced by the addition of a COX-2 inhibitor. In order to identify possible new therapeutic approaches we aimed to determine whether the addition of COX-2 inhibitors would enhance the cytotoxic effect of chemotherapeutic agents in mesothelioma cell lines. MATERIALS AND METHODS: Three mesothelioma cell lines MSTO-211H, NCI-H2052 and NCI-H2452 were utilised. Using the COX-2 positive A549 lung cancer cell line as control, all cell lines were assayed using an MTT assay with non-specific COX-2 inhibitors (sulindac and flurbiprofen), specific COX-2 inhibitors (DuP-697 and NS-398), and chemotherapeutic agents (cisplatin, vinorelbine and pemetrexed). RESULTS: All cell lines exhibited COX-2 expression by western blotting using two antibodies. The addition of either DuP-697 or NS-398 increased the sensitivity to pemetrexed in all cell lines. CONCLUSION: These findings suggest that the design of novel pemetrexed-containing combination regimens with increased cytotoxicity may be feasible.