Identification of Key Players for Colorectal Cancer Metastasis by iTRAQ Quantitative Proteomics Profiling of Isogenic SW480 and SW620 Cell Lines

104

Liver metastasis in colorectal cancer is the major cause of cancer-related deaths. To identify and characterize proteins associated with colon cancer metastasis, we have compared the conditioned serum-free medium of highly metastatic KM12SM colorectal cancer cells with the parental, poorly metastatic KM12C cells using quantitative stable isotope labeling by amino acids in cell culture (SILAC) analyses on a linear ion trap-Orbitrap Velos mass spectrometer. In total, 1337 proteins were simultaneously identified in SILAC forward and reverse experiments. For quantification, 1098 proteins were selected in both experiments, with 155 proteins showing >1.5-fold change. About 52% of these proteins were secreted directly or using alternative secretion pathways. GDF15, S100A8/A9, and SERPINI1 showed capacity to discriminate cancer serum samples from healthy controls using ELISAs. In silico analyses of deregulated proteins in the secretome of metastatic cells showed a major abundance of proteins involved in cell adhesion, migration, and invasion. To characterize the tumorigenic and metastatic properties of some top up-and down-regulated proteins, we used siRNA silencing and antibody blocking. Knockdown expression of NEO1, SERPINI1, and PODXL showed a significant effect on cellular adhesion. Silencing or blocking experiments with SOSTDC1, CTSS, EFNA3, CD137L/ TNFSF9, ZG16B, and Midkine caused a significant decrease in migration and invasion of highly metastatic cells. In addition, silencing of SOSTDC1, EFNA3, and CD137L/TNFSF9 reduced liver colonization capacity of KM12SM cells. Finally, the panel of six proteins involved in invasion showed association with poor prognosis and overall survival after dataset analysis of gene alterations. In summary, we have defined a collection of proteins that are relevant for understanding the mechanisms underlying adhesion, migration, invasion, and metastasis in colorectal cancer. Molecular & Cellular

Section: Discussionmentioning

confidence: 99%

mentioning

confidence: 99%

In-depth Characterization of the Secretome of Colorectal Cancer Metastatic Cells Identifies Key Proteins in Cell Adhesion, Migration, and Invasion

Barderas

Mendes

Torres

et al. 2013

104

“…ProteinPilot Analysis-The detailed method of ProteinPilot analysis was described previously (27). Briefly, the protein identification and iTRAQ quantification were performed with ProteinPilot™ 4.5 (AB SCIEX, Foster City, CA), which uses the Paragon™ algorithm to perform database searches.…”

Section: Protein Identification and Quantificationnano-lc Electrospramentioning

confidence: 99%

A Quantitative Chemical Proteomics Approach to Profile the Specific Cellular Targets of Andrographolide, a Promising Anticancer Agent That Suppresses Tumor Metastasis

Wang

Tan

Nguyễn

et al. 2014

Self Cite

Drug target identification is a critical step toward understanding the mechanism of action of a drug, which can help one improve the drug's current therapeutic regime and expand the drug's therapeutic potential. However, current in vitro affinity-chromatography-based and in vivo activity-based protein profiling approaches generally face difficulties in discriminating specific drug targets from nonspecific ones. Here we describe a novel approach combining isobaric tags for relative and absolute quantitation with clickable activity-based protein profiling to specifically and comprehensively identify the protein targets of andrographolide (Andro), a natural product with known anti-inflammation and anti-cancer effects, in live cancer cells. We identified a spectrum of specific targets of Andro, which furthered our understanding of the mechanism of action of the drug. Our findings, validated through cell migration and invasion assays, showed that Andro has a potential novel application as a tumor metastasis inhibitor. Moreover, we have unveiled the target binding mechanism of Andro with a combination of drug analog synthesis, protein engineering, and mass-spectrometry-based approaches and determined the drugbinding sites of two protein targets, NF-B and actin. Molecular & Cellular Proteomics 13: 10.1074/mcp. M113.029793, 876-886, 2014.As most drugs exert pharmacological effects by interacting with their target proteins, the identification of these target proteins is a critical step in unraveling the mechanisms of drug action. It is also imperative for our understanding of the pharmacodynamics of a known drug, suggesting potentially unrevealed actions and thus refining future clinical applications of the substance. Traditional approaches used to identify protein targets of a drug typically utilize immobilized drug affinity chromatography coupled with mass spectrometry (MS) 1 (1, 2). These methods can be applied to cell lysates, but not in an in vivo setting, because of the requirement of a solid support. In vitro target profiling might not accurately reflect the drug's actions in the in vivo physiological environment. To overcome this limitation, several groups have used activity-based protein profiling (ABPP) combined with bio-orthogonal click chemistry to identify drug targets both in vitro and in vivo (supplemental Fig. S1) (3-15). ABPP probes exert their functions via covalent reactions with the target proteins or photoaffinity-based labeling via the incorporation of photoreactive groups. With the increasing sensitivity of modern MS platforms, low-abundance protein targets can be successfully identified. Although both conventional affinity chromatography and recent ABPP-based methods allow us to detect a set of candidate protein targets for a drug, it remains difficult to 1 The abbreviations used are: MS, mass spectrometry; ABPP, activity-based protein profiling; ICABPP, clickable activity-based protein profiling; iTRAQ, isobaric tags for relative and absolute quantitation; DMSO, dimethyl sulfoxide; Andro, androgr...

“…Calcyclin-binding protein or CacyBP was identified as one of the potential candidate biomarkers for colorectal cancer (CRC) 1 metastasis, in our previous study (1). This 30 kDa protein was first discovered as a binding partner of S100A6 (calcyclin) in Ehrlich ascites tumor cells from mouse brain (2) and was found to interact with S100A6 in a calcium dependent manner (3).…”

mentioning

confidence: 99%

iTRAQ Based Quantitative Proteomics Approach Validated the Role of Calcyclin Binding Protein (CacyBP) in Promoting Colorectal Cancer Metastasis*

Ghosh

Tan

et al. 2013

Self Cite

Keeping continuity with our previous study that revealed direct correlations between CRC metastasis and enhanced CacyBP protein levels, here we attempt to improve our understanding of the mechanisms involved within this enigmatic process. Overexpression of CacyBP (CacyBP-OE) in primary CRC cell and its knock down (CacyBP-KD) in the metastatic CRC cells revealed (through phenotypic studies) the positive impact of the protein on metastasis. Additionally, two individual 4-plex iTRAQ based comparative proteomics experiments were carried out on the CacyBP-OE and CacyBP-KD cells, each with two biological replicates. Mining of proteomics data identified total 279 (63.80% up-regulated and 36.20% down-regulated) proteins to be significantly altered in expression level for the OE set and in the KD set, this number was 328 (48.78% up-regulated and 51.22% downregulated). Functional implications of these significantly regulated proteins were related to metastatic phenotypes such as cell migration, invasion, adhesion and proliferation. Gene ontology analysis identified integrin signaling as the topmost network regulated within CacyBP-OE. Further detection of caveolar mediated endocytosis in the top hit list correlated this phenomenon with the dissociation of integrins from the focal adhesion complex which are known to provide the traction force for cell movement when transported back to the leading edge. This finding was further supported by the data obtained from CacyBP-KD data set showing down-regulation of proteins necessary for integrin endocytosis. Furthermore, intracellular calcium levels (known to influence integrin mediated cell migration) were found to be lowered in CacyBP-KD cells indicating decreased cell motility and vice versa for the CacyBP-OE cells. Actin nucleation by ARP-WASP complex, known to promote cell migration, was also identified as one of the top regulated pathways in CacyBP-OE cells.