Acute myeloid leukemia (AML) is characterized by a dysregulated expansion of poorly differentiated myeloid cells. Although patients are usually treated effectively by chemotherapy, a high rate of... Show moreAcute myeloid leukemia (AML) is characterized by a dysregulated expansion of poorly differentiated myeloid cells. Although patients are usually treated effectively by chemotherapy, a high rate of relapsed or refractory disease poses a major hurdle in its treatment. Recently, several studies have proposed implications of protein glycosylation in the pathobiology of AML including chemoresistance. Accordingly, associations have been found between specific glycan epitopes and the outcome of the disease. To advance this poorly studied field, we performed an exploratory glycomics study characterizing 21 widely used AML cell lines. Exploiting the benefits of porous graphitized carbon chromatography coupled to tandem mass spectrometry (PGC nano-LC-MS2), we qualitatively and quantitatively profiled N- and O-linked glycans. AML cell lines exhibited distinct glycan fingerprints differing in relevant glycan traits correlating with their cellular phenotype as classified by the FAB system. By implementing transcriptomics data, specific glycosyltransferases and hematopoietic transcription factors were identified, which are candidate drivers of the glycan phenotype of these cells. In conclusion, we report the varying expression of glycan structures across a high number of AML cell lines, including those associated with poor prognosis, identified underlying glycosyltransferases and transcription factors, and provide insights into the regulation of the AML glycan repertoire. Show less
The interaction between tumor and immune cells in the microenvironment plays a key role in oncogenesis. This recognition can be mediated by changes in glycosylation on tumor cells which are sensed... Show moreThe interaction between tumor and immune cells in the microenvironment plays a key role in oncogenesis. This recognition can be mediated by changes in glycosylation on tumor cells which are sensed by lectins, such as the Macrophage Galactose-type Lectin (MGL), expressed on immune cells, resulting in immunosuppressive responses. MGL binding to the Tn-epitope on MUC1 triggers DCs to stimulate T-regulatory responses and tolerance against the tumor, while suppressing T-effector cells responsible for tumor eradication. This undesirable consequence in cancer led to interest in the characterization of targets of MGL. This thesis dealt with the analysis of glycoproteins binding to MGL expressed by different tumor cell models. For this purpose, a robust method to enrich MGL binding proteins, in combination with their mass spectrometry-based identification was established. Because of the high level of the Tn-antigen, due to a Cosmc mutation, the Jurkat cell line was initially used for this purpose (Chapter 2) but a slightly adjusted method was later applied to high- and low-MGL binding CRC cell lines as well (Chapter 3 and 5). These analyses led to the identification of hitherto unknown MGL binders. In Chapter 4, we focused on to the contribution of N-glycan MGL binding glycotopes in CRC cell lines, most probably corresponding to LacdiNAc structures, by implementing overall N-glycan release in our workflows. With this, we were able to show that N-glycoproteins represent a hitherto underestimated group of MGL binding protein in these cell lines. Also several secreted proteins from the CRC cell lines could bind to MGL (Chapter 5), indicating that the interaction with immune cells can also be mediated by this group of proteins. The results from previously published transcriptomics and N-/O-glycomic analyses could not explain the different expression of MGL binding proteins on the CRC cell lines used. For this reason, in Chapter 4, we extended our research with full comparative quantitative proteomics analyses, in an attempt to explain the differences in MGL binding, for example by different levels of MGL binding proteins or proteins involved in glycosylation pathways. Additionally, in Chapter 6, we used such a quantitative proteomics dataset also to test the suitability of a previously suggested mass spectrometry-based method to discriminate O-GalNAc (Tn) versus O-GlcNAc, which led to the first site-specific identification of O-glycosylation of both intracellular and secreted anterior gradient protein 2 (AGR2). Show less
Developments in mass spectrometry (MS)-based analyses of glycoproteins have been important to study changes in glycosylation related to disease. Recently, the characteristic pattern of oxonium ions... Show moreDevelopments in mass spectrometry (MS)-based analyses of glycoproteins have been important to study changes in glycosylation related to disease. Recently, the characteristic pattern of oxonium ions in glycopeptide fragmentation spectra had been used to assign different sets of glycopeptides. In particular, this was helpful to discriminate between O-GalNAc and O-GlcNAc. Here, we thought to investigate how such information can be used to examine quantitative proteomics data. For this purpose, we used tandem mass tag (TMT)-labeled samples from total cell lysates and secreted proteins from three different colorectal cancer cell lines. Following automated glycopeptide assignment (Byonic) and evaluation of the presence and relative intensity of oxonium ions, we observed that, in particular, the ratio of the ions at m/z 144.066 and 138.055, respectively, could be used to discriminate between O-GlcNAcylated and O-GalNAcylated peptides, with concomitant relative quantification between the different cell lines. Among the O-GalNAcylated proteins, we also observed anterior gradient protein 2 (AGR2), a protein which glycosylation site and status was hitherto not well documented. Using a combination of multiple fragmentation methods, we then not only assigned the site of modification, but also showed different glycosylation between intracellular (ER-resident) and secreted AGR2. Overall, our study shows the potential of broad application of the use of the relative intensities of oxonium ions for the confident assignment of glycopeptides, even in complex proteomics datasets. Show less
Zhang, J.; Dijke, P. ten; Wuhrer, M.; Zhang, T. 2020
Glycosylation is a common posttranslational modification on membrane-associated and secreted proteins that is of pivotal importance for regulating cell functions. Aberrant glycosylation can lead to... Show moreGlycosylation is a common posttranslational modification on membrane-associated and secreted proteins that is of pivotal importance for regulating cell functions. Aberrant glycosylation can lead to uncontrolled cell proliferation, cell-matrix interactions, migration and differentiation, and has been shown to be involved in cancer and other diseases. The epithelial-to-mesenchymal transition is a key step in the metastatic process by which cancer cells gain the ability to invade tissues and extravasate into the bloodstream. This cellular transformation process, which is associated by morphological change, loss of epithelial traits and gain of mesenchymal markers, is triggered by the secreted cytokine transforming growth factor-beta (TGF-beta). TGF-beta bioactivity is carefully regulated, and its effects on cells are mediated by its receptors on the cell surface. In this review, we first provide a brief overview of major types of glycans, namely,N-glycans,O-glycans, glycosphingolipids and glycosaminoglycans that are involved in cancer progression. Thereafter, we summarize studies on how the glycosylation of TGF-beta signaling components regulates TGF-beta secretion, bioavailability and TGF-beta receptor function. Then, we review glycosylation changes associated with TGF-beta-induced epithelial-to-mesenchymal transition in cancer. Identifying and understanding the mechanisms by which glycosylation affects TGF-beta signaling and downstream biological responses will facilitate the identification of glycans as biomarkers and enable novel therapeutic approaches. Show less
Zhang, T.; I. van die; Tefsen, B.; Vliet, S.J. van; Laan, L.C.; Zhang, J.; ... ; Belo, A.I. 2020
Changes in the glycosylation profile of cancer cells have been strongly associated with cancer progression. To increase our insights into the role of glycosylation in human pancreatic ductal... Show moreChanges in the glycosylation profile of cancer cells have been strongly associated with cancer progression. To increase our insights into the role of glycosylation in human pancreatic ductal adenocarcinoma (PDAC), we performed a study onO-glycans and glycosphingolipid (GSL) glycans of the PDAC cell lines Pa-Tu-8988T (PaTu-T) and Pa-Tu-8988S (PaTu-S). These cell lines are derived from the same patient, but show an almost opposite phenotype, morphology and capacity to metastasize, and may thus provide an attractive model to study the role of glycosylation in progression of PDAC. Gene-array analysis revealed that 24% of the glycosylation-related genes showed a >= 1.5-fold difference in expression level between the two cell lines. Subsequent validation of the data by porous graphitized carbon nano-liquid chromatography coupled to a tandem ion trap mass spectrometry and flow cytometry established major differences inO-glycans and GSL-glycans between the cell lines, including lower levels of T and sialylated Tn (sTn) antigens, neoexpression of globosides (Gb3 and Gb4), and higher levels of gangliosides in the mesenchymal-like PaTu-T cells compared to the epithelial-like PaTu-S. In addition, PaTu-S cells demonstrated a significantly higher binding of the immune-lectins macrophage galactose-type lectin and galectin-4 compared to PaTu-T. In summary, our data provide a comprehensive and differential glycan profile of two PDAC cell lines with disparate phenotypes and metastatic behavior. This will allow approaches to modulate and monitor the glycosylation of these PDAC cell lines, which opens up avenues to study the biology and metastatic behavior of PDAC. Show less
